Task 2819133
| Name | rand_automata_0024-1604947857-31819-2_0 |
| Workunit | 1270624 |
| Created | 10 Nov 2020, 18:38:42 UTC |
| Sent | 10 Nov 2020, 18:39:07 UTC |
| Report deadline | 17 Nov 2020, 18:39:07 UTC |
| Received | 10 Nov 2020, 19:20:48 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 574 |
| Run time | 20 min 25 sec |
| CPU time | 19 min 46 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) [2020-11-10 20:00:19 main:435] : INFO : Set logging level to 1 [2020-11-10 20:00:19 main:441] : INFO : Running in BOINC Client mode [2020-11-10 20:00:19 main:444] : INFO : Resolving all filenames [2020-11-10 20:00:19 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0024-train-val-dataset.hdf5 (exists = 1) [2020-11-10 20:00:19 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0024-1604947857-31819-2_0_r122343414_1 (exists = 0) [2020-11-10 20:00:19 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0024-1604947857-31819-2_0_r122343414_0 (exists = 0) [2020-11-10 20:00:19 main:452] : INFO : Resolved: model-input.pt => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0024-1604947857-31819-2 (exists = 1) [2020-11-10 20:00:20 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 0) [2020-11-10 20:00:20 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/rand_automata_0024-train-val-dataset.hdf5 [2020-11-10 20:00:20 main:474] : INFO : Configuration: [2020-11-10 20:00:20 main:475] : INFO : Model type: LSTM [2020-11-10 20:00:20 main:476] : INFO : Validation Loss Threshold: 0.0001 [2020-11-10 20:00:20 main:477] : INFO : Max Epochs: 192 [2020-11-10 20:00:20 main:478] : INFO : Batch Size: 32 [2020-11-10 20:00:20 main:479] : INFO : Learning Rate: 0.001 [2020-11-10 20:00:20 main:480] : INFO : Patience: 10 [2020-11-10 20:00:20 main:481] : INFO : Hidden Width: 64 [2020-11-10 20:00:20 main:482] : INFO : # Recurrent Layers: 4 [2020-11-10 20:00:20 main:483] : INFO : # Backend Layers: 2 [2020-11-10 20:00:20 main:484] : INFO : # Threads: 1 [2020-11-10 20:00:20 main:486] : INFO : Preparing Dataset [2020-11-10 20:00:20 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0024-train-val-dataset.hdf5 into memory [2020-11-10 20:00:20 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0024-train-val-dataset.hdf5 into memory [2020-11-10 20:00:23 load:106] : INFO : Successfully loaded dataset of 4096 examples into memory. [2020-11-10 20:00:23 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0024-train-val-dataset.hdf5 into memory [2020-11-10 20:00:23 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0024-train-val-dataset.hdf5 into memory [2020-11-10 20:00:23 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2020-11-10 20:00:23 main:494] : INFO : Creating Model [2020-11-10 20:00:23 main:507] : INFO : Preparing config file [2020-11-10 20:00:23 main:519] : INFO : Creating new config file [2020-11-10 20:00:23 main:538] : INFO : This is a continuation WU, loading previous network [2020-11-10 20:00:24 main:559] : INFO : Loading DataLoader into Memory [2020-11-10 20:00:24 main:562] : INFO : Starting Training [2020-11-10 20:00:31 main:574] : INFO : Epoch 1 | loss: 0.000582633 | val_loss: 0.000239462 | Time: 6655.19 ms [2020-11-10 20:00:37 main:574] : INFO : Epoch 2 | loss: 0.000171317 | val_loss: 0.00013212 | Time: 5952.7 ms [2020-11-10 20:00:43 main:574] : INFO : Epoch 3 | loss: 0.000113206 | val_loss: 0.000101254 | Time: 5966.36 ms [2020-11-10 20:00:49 main:574] : INFO : Epoch 4 | loss: 9.33959e-05 | val_loss: 9.03344e-05 | Time: 6144.53 ms [2020-11-10 20:00:55 main:574] : INFO : Epoch 5 | loss: 8.12438e-05 | val_loss: 7.67744e-05 | Time: 6280.39 ms [2020-11-10 20:01:02 main:574] : INFO : Epoch 6 | loss: 7.36206e-05 | val_loss: 7.23157e-05 | Time: 6060.77 ms [2020-11-10 20:01:08 main:574] : INFO : Epoch 7 | loss: 7.01168e-05 | val_loss: 6.88311e-05 | Time: 6198.43 ms [2020-11-10 20:01:14 main:574] : INFO : Epoch 8 | loss: 6.52753e-05 | val_loss: 6.43409e-05 | Time: 6232.73 ms [2020-11-10 20:01:20 main:574] : INFO : Epoch 9 | loss: 6.27988e-05 | val_loss: 6.27539e-05 | Time: 6191.45 ms [2020-11-10 20:01:27 main:574] : INFO : Epoch 10 | loss: 6.00061e-05 | val_loss: 5.96134e-05 | Time: 6668.27 ms [2020-11-10 20:01:33 main:574] : INFO : Epoch 11 | loss: 5.78192e-05 | val_loss: 5.91844e-05 | Time: 6246.45 ms [2020-11-10 20:01:40 main:574] : INFO : Epoch 12 | loss: 5.66291e-05 | val_loss: 5.75844e-05 | Time: 6124.48 ms [2020-11-10 20:01:46 main:574] : INFO : Epoch 13 | loss: 6.45219e-05 | val_loss: 5.5575e-05 | Time: 6173.07 ms [2020-11-10 20:01:52 main:574] : INFO : Epoch 14 | loss: 5.40494e-05 | val_loss: 5.54656e-05 | Time: 5924.05 ms [2020-11-10 20:01:58 main:574] : INFO : Epoch 15 | loss: 5.23482e-05 | val_loss: 5.22634e-05 | Time: 6249.2 ms [2020-11-10 20:02:04 main:574] : INFO : Epoch 16 | loss: 5.12781e-05 | val_loss: 5.188e-05 | Time: 6168.41 ms [2020-11-10 20:02:11 main:574] : INFO : Epoch 17 | loss: 5.03013e-05 | val_loss: 5.10902e-05 | Time: 6243.15 ms [2020-11-10 20:02:17 main:574] : INFO : Epoch 18 | loss: 4.98008e-05 | val_loss: 4.94947e-05 | Time: 6233.02 ms [2020-11-10 20:02:23 main:574] : INFO : Epoch 19 | loss: 4.88106e-05 | val_loss: 4.89147e-05 | Time: 6208.98 ms [2020-11-10 20:02:29 main:574] : INFO : Epoch 20 | loss: 4.76151e-05 | val_loss: 4.78509e-05 | Time: 6174.64 ms [2020-11-10 20:02:36 main:574] : INFO : Epoch 21 | loss: 4.74041e-05 | val_loss: 4.75493e-05 | Time: 6114.74 ms [2020-11-10 20:02:42 main:574] : INFO : Epoch 22 | loss: 4.62346e-05 | val_loss: 4.88401e-05 | Time: 6072.88 ms [2020-11-10 20:02:48 main:574] : INFO : Epoch 23 | loss: 4.58785e-05 | val_loss: 4.59913e-05 | Time: 6789.66 ms [2020-11-10 20:02:55 main:574] : INFO : Epoch 24 | loss: 4.54824e-05 | val_loss: 4.57205e-05 | Time: 6305.27 ms [2020-11-10 20:03:01 main:574] : INFO : Epoch 25 | loss: 4.58538e-05 | val_loss: 4.52507e-05 | Time: 6080.2 ms [2020-11-10 20:03:07 main:574] : INFO : Epoch 26 | loss: 4.38447e-05 | val_loss: 4.52192e-05 | Time: 6200.85 ms [2020-11-10 20:03:13 main:574] : INFO : Epoch 27 | loss: 4.42805e-05 | val_loss: 4.70166e-05 | Time: 6194.16 ms [2020-11-10 20:03:20 main:574] : INFO : Epoch 28 | loss: 4.35512e-05 | val_loss: 4.28733e-05 | Time: 6244.19 ms [2020-11-10 20:03:26 main:574] : INFO : Epoch 29 | loss: 4.17294e-05 | val_loss: 4.2652e-05 | Time: 6328.88 ms [2020-11-10 20:03:32 main:574] : INFO : Epoch 30 | loss: 4.17502e-05 | val_loss: 4.1541e-05 | Time: 6214.51 ms [2020-11-10 20:03:39 main:574] : INFO : Epoch 31 | loss: 4.10155e-05 | val_loss: 4.12896e-05 | Time: 6278.05 ms [2020-11-10 20:03:45 main:574] : INFO : Epoch 32 | loss: 4.23095e-05 | val_loss: 4.13718e-05 | Time: 6128.66 ms [2020-11-10 20:03:51 main:574] : INFO : Epoch 33 | loss: 4.03698e-05 | val_loss: 4.09645e-05 | Time: 6088.73 ms [2020-11-10 20:03:57 main:574] : INFO : Epoch 34 | loss: 3.9536e-05 | val_loss: 4.03858e-05 | Time: 6180.1 ms [2020-11-10 20:04:04 main:574] : INFO : Epoch 35 | loss: 3.89973e-05 | val_loss: 3.9064e-05 | Time: 6262.73 ms [2020-11-10 20:04:10 main:574] : INFO : Epoch 36 | loss: 3.88706e-05 | val_loss: 3.91219e-05 | Time: 6318.66 ms [2020-11-10 20:04:16 main:574] : INFO : Epoch 37 | loss: 3.82361e-05 | val_loss: 4.04373e-05 | Time: 6265.82 ms [2020-11-10 20:04:23 main:574] : INFO : Epoch 38 | loss: 3.78896e-05 | val_loss: 3.96617e-05 | Time: 6307.33 ms [2020-11-10 20:04:29 main:574] : INFO : Epoch 39 | loss: 3.82622e-05 | val_loss: 3.99664e-05 | Time: 6126.04 ms [2020-11-10 20:04:35 main:574] : INFO : Epoch 40 | loss: 3.74849e-05 | val_loss: 3.86616e-05 | Time: 6083.29 ms [2020-11-10 20:04:41 main:574] : INFO : Epoch 41 | loss: 3.67111e-05 | val_loss: 3.78198e-05 | Time: 6175.04 ms [2020-11-10 20:04:47 main:574] : INFO : Epoch 42 | loss: 3.67689e-05 | val_loss: 3.84512e-05 | Time: 6275.49 ms [2020-11-10 20:04:54 main:574] : INFO : Epoch 43 | loss: 3.62086e-05 | val_loss: 3.60398e-05 | Time: 6066.35 ms [2020-11-10 20:05:00 main:574] : INFO : Epoch 44 | loss: 3.56315e-05 | val_loss: 3.62375e-05 | Time: 6192.04 ms [2020-11-10 20:05:06 main:574] : INFO : Epoch 45 | loss: 3.53793e-05 | val_loss: 3.61153e-05 | Time: 6039.41 ms [2020-11-10 20:05:12 main:574] : INFO : Epoch 46 | loss: 3.65432e-05 | val_loss: 3.59087e-05 | Time: 6206.02 ms [2020-11-10 20:05:19 main:574] : INFO : Epoch 47 | loss: 3.49858e-05 | val_loss: 3.54469e-05 | Time: 6365.13 ms [2020-11-10 20:05:25 main:574] : INFO : Epoch 48 | loss: 3.43466e-05 | val_loss: 3.50132e-05 | Time: 6272.54 ms [2020-11-10 20:05:31 main:574] : INFO : Epoch 49 | loss: 3.39336e-05 | val_loss: 3.50171e-05 | Time: 5998.73 ms [2020-11-10 20:05:37 main:574] : INFO : Epoch 50 | loss: 3.3664e-05 | val_loss: 3.42886e-05 | Time: 6069.84 ms [2020-11-10 20:05:43 main:574] : INFO : Epoch 51 | loss: 3.40519e-05 | val_loss: 3.44434e-05 | Time: 6169.96 ms [2020-11-10 20:05:50 main:574] : INFO : Epoch 52 | loss: 3.31954e-05 | val_loss: 3.38916e-05 | Time: 6225.22 ms [2020-11-10 20:05:56 main:574] : INFO : Epoch 53 | loss: 3.30633e-05 | val_loss: 3.36038e-05 | Time: 6182.63 ms [2020-11-10 20:06:02 main:574] : INFO : Epoch 54 | loss: 3.28435e-05 | val_loss: 3.44874e-05 | Time: 6026.23 ms [2020-11-10 20:06:08 main:574] : INFO : Epoch 55 | loss: 3.25152e-05 | val_loss: 3.32126e-05 | Time: 5966.49 ms [2020-11-10 20:06:14 main:574] : INFO : Epoch 56 | loss: 3.2401e-05 | val_loss: 3.61214e-05 | Time: 6225.16 ms [2020-11-10 20:06:21 main:574] : INFO : Epoch 57 | loss: 3.72498e-05 | val_loss: 3.24257e-05 | Time: 6303.98 ms [2020-11-10 20:06:27 main:574] : INFO : Epoch 58 | loss: 3.26018e-05 | val_loss: 3.43838e-05 | Time: 6086.38 ms [2020-11-10 20:06:33 main:574] : INFO : Epoch 59 | loss: 3.15153e-05 | val_loss: 3.15213e-05 | Time: 6020.52 ms [2020-11-10 20:06:39 main:574] : INFO : Epoch 60 | loss: 3.26635e-05 | val_loss: 3.16043e-05 | Time: 6158 ms [2020-11-10 20:06:45 main:574] : INFO : Epoch 61 | loss: 3.07291e-05 | val_loss: 3.19477e-05 | Time: 6184.2 ms [2020-11-10 20:06:52 main:574] : INFO : Epoch 62 | loss: 3.07061e-05 | val_loss: 3.09737e-05 | Time: 6234.49 ms [2020-11-10 20:06:58 main:574] : INFO : Epoch 63 | loss: 3.01912e-05 | val_loss: 3.06686e-05 | Time: 6369.33 ms [2020-11-10 20:07:04 main:574] : INFO : Epoch 64 | loss: 2.9894e-05 | val_loss: 3.09202e-05 | Time: 6111.06 ms [2020-11-10 20:07:10 main:574] : INFO : Epoch 65 | loss: 2.97451e-05 | val_loss: 3.07251e-05 | Time: 6128.94 ms [2020-11-10 20:07:17 main:574] : INFO : Epoch 66 | loss: 2.95895e-05 | val_loss: 3.02462e-05 | Time: 6165.95 ms [2020-11-10 20:07:23 main:574] : INFO : Epoch 67 | loss: 2.9595e-05 | val_loss: 3.00984e-05 | Time: 6396.87 ms [2020-11-10 20:07:29 main:574] : INFO : Epoch 68 | loss: 3.02957e-05 | val_loss: 3.02691e-05 | Time: 6136.8 ms [2020-11-10 20:07:36 main:574] : INFO : Epoch 69 | loss: 2.92808e-05 | val_loss: 2.96458e-05 | Time: 6316.62 ms [2020-11-10 20:07:42 main:574] : INFO : Epoch 70 | loss: 2.87979e-05 | val_loss: 2.90724e-05 | Time: 6223.07 ms [2020-11-10 20:07:48 main:574] : INFO : Epoch 71 | loss: 2.84317e-05 | val_loss: 2.92476e-05 | Time: 6055.39 ms [2020-11-10 20:07:54 main:574] : INFO : Epoch 72 | loss: 2.84521e-05 | val_loss: 2.89349e-05 | Time: 6228.82 ms [2020-11-10 20:08:01 main:574] : INFO : Epoch 73 | loss: 2.8675e-05 | val_loss: 2.85475e-05 | Time: 6316.18 ms [2020-11-10 20:08:07 main:574] : INFO : Epoch 74 | loss: 2.97708e-05 | val_loss: 2.83925e-05 | Time: 6262.79 ms [2020-11-10 20:08:13 main:574] : INFO : Epoch 75 | loss: 2.76333e-05 | val_loss: 2.78093e-05 | Time: 6136.05 ms [2020-11-10 20:08:19 main:574] : INFO : Epoch 76 | loss: 2.75748e-05 | val_loss: 2.82033e-05 | Time: 6017.75 ms [2020-11-10 20:08:25 main:574] : INFO : Epoch 77 | loss: 2.76179e-05 | val_loss: 2.78875e-05 | Time: 6288.72 ms [2020-11-10 20:08:32 main:574] : INFO : Epoch 78 | loss: 2.70864e-05 | val_loss: 2.752e-05 | Time: 6133.85 ms [2020-11-10 20:08:38 main:574] : INFO : Epoch 79 | loss: 2.8266e-05 | val_loss: 2.86374e-05 | Time: 6204.46 ms [2020-11-10 20:08:44 main:574] : INFO : Epoch 80 | loss: 2.73179e-05 | val_loss: 2.87003e-05 | Time: 6279.38 ms [2020-11-10 20:08:50 main:574] : INFO : Epoch 81 | loss: 2.7141e-05 | val_loss: 2.72226e-05 | Time: 6273.19 ms [2020-11-10 20:08:57 main:574] : INFO : Epoch 82 | loss: 2.62631e-05 | val_loss: 2.67186e-05 | Time: 6304.39 ms [2020-11-10 20:09:03 main:574] : INFO : Epoch 83 | loss: 2.63217e-05 | val_loss: 2.75664e-05 | Time: 6122.62 ms [2020-11-10 20:09:09 main:574] : INFO : Epoch 84 | loss: 2.63018e-05 | val_loss: 2.70013e-05 | Time: 6154.08 ms [2020-11-10 20:09:16 main:574] : INFO : Epoch 85 | loss: 2.6396e-05 | val_loss: 2.75097e-05 | Time: 6290.93 ms [2020-11-10 20:09:22 main:574] : INFO : Epoch 86 | loss: 2.68198e-05 | val_loss: 2.66492e-05 | Time: 6146.61 ms [2020-11-10 20:09:28 main:574] : INFO : Epoch 87 | loss: 2.61509e-05 | val_loss: 2.6388e-05 | Time: 6282.02 ms [2020-11-10 20:09:34 main:574] : INFO : Epoch 88 | loss: 2.55843e-05 | val_loss: 2.72876e-05 | Time: 6103.13 ms [2020-11-10 20:09:40 main:574] : INFO : Epoch 89 | loss: 2.53165e-05 | val_loss: 2.56922e-05 | Time: 6169.35 ms [2020-11-10 20:09:47 main:574] : INFO : Epoch 90 | loss: 2.537e-05 | val_loss: 2.6333e-05 | Time: 6251.61 ms [2020-11-10 20:09:53 main:574] : INFO : Epoch 91 | loss: 2.5178e-05 | val_loss: 2.56225e-05 | Time: 6114.13 ms [2020-11-10 20:09:59 main:574] : INFO : Epoch 92 | loss: 2.55525e-05 | val_loss: 2.54856e-05 | Time: 6070.01 ms [2020-11-10 20:10:05 main:574] : INFO : Epoch 93 | loss: 2.47249e-05 | val_loss: 2.58081e-05 | Time: 6147.65 ms [2020-11-10 20:10:11 main:574] : INFO : Epoch 94 | loss: 2.47929e-05 | val_loss: 2.51213e-05 | Time: 6194.07 ms [2020-11-10 20:10:18 main:574] : INFO : Epoch 95 | loss: 2.45226e-05 | val_loss: 2.57279e-05 | Time: 6159.45 ms [2020-11-10 20:10:24 main:574] : INFO : Epoch 96 | loss: 2.47149e-05 | val_loss: 2.50751e-05 | Time: 6105.3 ms [2020-11-10 20:10:30 main:574] : INFO : Epoch 97 | loss: 2.41205e-05 | val_loss: 2.52284e-05 | Time: 6144.89 ms [2020-11-10 20:10:36 main:574] : INFO : Epoch 98 | loss: 2.57531e-05 | val_loss: 2.43432e-05 | Time: 6065.41 ms [2020-11-10 20:10:42 main:574] : INFO : Epoch 99 | loss: 2.44375e-05 | val_loss: 2.4074e-05 | Time: 6091.92 ms [2020-11-10 20:10:49 main:574] : INFO : Epoch 100 | loss: 2.38602e-05 | val_loss: 2.42784e-05 | Time: 6213.42 ms [2020-11-10 20:10:55 main:574] : INFO : Epoch 101 | loss: 3.34142e-05 | val_loss: 2.39991e-05 | Time: 6045.16 ms [2020-11-10 20:11:01 main:574] : INFO : Epoch 102 | loss: 2.35581e-05 | val_loss: 2.38295e-05 | Time: 6103.93 ms [2020-11-10 20:11:07 main:574] : INFO : Epoch 103 | loss: 2.30864e-05 | val_loss: 2.32867e-05 | Time: 6108.74 ms [2020-11-10 20:11:13 main:574] : INFO : Epoch 104 | loss: 2.29081e-05 | val_loss: 2.32978e-05 | Time: 6240.59 ms [2020-11-10 20:11:20 main:574] : INFO : Epoch 105 | loss: 2.2856e-05 | val_loss: 2.37579e-05 | Time: 6273.46 ms [2020-11-10 20:11:26 main:574] : INFO : Epoch 106 | loss: 2.28503e-05 | val_loss: 2.34543e-05 | Time: 6086.76 ms [2020-11-10 20:11:32 main:574] : INFO : Epoch 107 | loss: 2.26706e-05 | val_loss: 2.32068e-05 | Time: 6279.32 ms [2020-11-10 20:11:38 main:574] : INFO : Epoch 108 | loss: 2.25386e-05 | val_loss: 2.31971e-05 | Time: 6035.85 ms [2020-11-10 20:11:44 main:574] : INFO : Epoch 109 | loss: 2.2535e-05 | val_loss: 2.36013e-05 | Time: 6013.39 ms [2020-11-10 20:11:50 main:574] : INFO : Epoch 110 | loss: 2.28202e-05 | val_loss: 2.31658e-05 | Time: 6250.35 ms [2020-11-10 20:11:57 main:574] : INFO : Epoch 111 | loss: 2.23786e-05 | val_loss: 2.32342e-05 | Time: 6275.83 ms [2020-11-10 20:12:03 main:574] : INFO : Epoch 112 | loss: 2.23561e-05 | val_loss: 2.27117e-05 | Time: 6184.43 ms [2020-11-10 20:12:09 main:574] : INFO : Epoch 113 | loss: 2.22592e-05 | val_loss: 2.28271e-05 | Time: 6025.67 ms [2020-11-10 20:12:15 main:574] : INFO : Epoch 114 | loss: 2.24489e-05 | val_loss: 2.2402e-05 | Time: 6147.19 ms [2020-11-10 20:12:21 main:574] : INFO : Epoch 115 | loss: 2.22584e-05 | val_loss: 2.251e-05 | Time: 6020.5 ms [2020-11-10 20:12:28 main:574] : INFO : Epoch 116 | loss: 2.18697e-05 | val_loss: 2.19534e-05 | Time: 6170.79 ms [2020-11-10 20:12:34 main:574] : INFO : Epoch 117 | loss: 2.17077e-05 | val_loss: 2.23873e-05 | Time: 6089.61 ms [2020-11-10 20:12:40 main:574] : INFO : Epoch 118 | loss: 2.17086e-05 | val_loss: 2.23206e-05 | Time: 6248.12 ms [2020-11-10 20:12:46 main:574] : INFO : Epoch 119 | loss: 2.14627e-05 | val_loss: 2.15157e-05 | Time: 6222.35 ms [2020-11-10 20:12:53 main:574] : INFO : Epoch 120 | loss: 2.13896e-05 | val_loss: 2.20376e-05 | Time: 6941.04 ms [2020-11-10 20:12:59 main:574] : INFO : Epoch 121 | loss: 2.12188e-05 | val_loss: 2.20479e-05 | Time: 6174.95 ms [2020-11-10 20:13:06 main:574] : INFO : Epoch 122 | loss: 2.58142e-05 | val_loss: 2.35799e-05 | Time: 6309.26 ms [2020-11-10 20:13:12 main:574] : INFO : Epoch 123 | loss: 2.14326e-05 | val_loss: 2.19397e-05 | Time: 6335.27 ms [2020-11-10 20:13:19 main:574] : INFO : Epoch 124 | loss: 2.10953e-05 | val_loss: 2.15469e-05 | Time: 6303.78 ms [2020-11-10 20:13:25 main:574] : INFO : Epoch 125 | loss: 2.07272e-05 | val_loss: 2.10868e-05 | Time: 6462.11 ms [2020-11-10 20:13:32 main:574] : INFO : Epoch 126 | loss: 2.05051e-05 | val_loss: 2.16216e-05 | Time: 6607.48 ms [2020-11-10 20:13:38 main:574] : INFO : Epoch 127 | loss: 2.06591e-05 | val_loss: 2.09489e-05 | Time: 6188.93 ms [2020-11-10 20:13:45 main:574] : INFO : Epoch 128 | loss: 2.0601e-05 | val_loss: 2.09653e-05 | Time: 6599.8 ms [2020-11-10 20:13:51 main:574] : INFO : Epoch 129 | loss: 2.04213e-05 | val_loss: 2.16658e-05 | Time: 6402.65 ms [2020-11-10 20:13:58 main:574] : INFO : Epoch 130 | loss: 0.0338476 | val_loss: 0.0560592 | Time: 6725.88 ms [2020-11-10 20:14:04 main:574] : INFO : Epoch 131 | loss: 0.0515009 | val_loss: 0.0517387 | Time: 6526.51 ms [2020-11-10 20:14:11 main:574] : INFO : Epoch 132 | loss: 0.0516448 | val_loss: 0.0595182 | Time: 6370.78 ms [2020-11-10 20:14:17 main:574] : INFO : Epoch 133 | loss: 0.0588225 | val_loss: 0.057905 | Time: 6314.58 ms [2020-11-10 20:14:24 main:574] : INFO : Epoch 134 | loss: 0.0566336 | val_loss: 0.055359 | Time: 6468.42 ms [2020-11-10 20:14:30 main:574] : INFO : Epoch 135 | loss: 0.054091 | val_loss: 0.0528177 | Time: 6459.85 ms [2020-11-10 20:14:36 main:574] : INFO : Epoch 136 | loss: 0.05119 | val_loss: 0.050597 | Time: 5941.27 ms [2020-11-10 20:14:43 main:574] : INFO : Epoch 137 | loss: 0.0510067 | val_loss: 0.0493362 | Time: 6287.92 ms [2020-11-10 20:14:49 main:574] : INFO : Epoch 138 | loss: 0.0476251 | val_loss: 0.0467558 | Time: 6020.38 ms [2020-11-10 20:14:55 main:574] : INFO : Epoch 139 | loss: 0.0519926 | val_loss: 0.0548083 | Time: 6219.58 ms [2020-11-10 20:15:01 main:574] : INFO : Epoch 140 | loss: 0.0527049 | val_loss: 0.0502767 | Time: 6143.33 ms [2020-11-10 20:15:07 main:574] : INFO : Epoch 141 | loss: 0.0467949 | val_loss: 0.0438227 | Time: 6219.31 ms [2020-11-10 20:15:14 main:574] : INFO : Epoch 142 | loss: 0.0474086 | val_loss: 0.0503368 | Time: 6075.27 ms [2020-11-10 20:15:20 main:574] : INFO : Epoch 143 | loss: 0.0472953 | val_loss: 0.045074 | Time: 6213.83 ms [2020-11-10 20:15:26 main:574] : INFO : Epoch 144 | loss: 0.0444814 | val_loss: 0.042935 | Time: 6020.09 ms [2020-11-10 20:15:32 main:574] : INFO : Epoch 145 | loss: 0.0503531 | val_loss: 0.0558778 | Time: 5905.79 ms [2020-11-10 20:15:38 main:574] : INFO : Epoch 146 | loss: 0.0553635 | val_loss: 0.0546336 | Time: 6276.85 ms [2020-11-10 20:15:44 main:574] : INFO : Epoch 147 | loss: 0.054173 | val_loss: 0.0534047 | Time: 6050.49 ms [2020-11-10 20:15:51 main:574] : INFO : Epoch 148 | loss: 0.0529304 | val_loss: 0.0520373 | Time: 6278.14 ms [2020-11-10 20:15:57 main:574] : INFO : Epoch 149 | loss: 0.0514542 | val_loss: 0.0504295 | Time: 6196.91 ms [2020-11-10 20:16:03 main:574] : INFO : Epoch 150 | loss: 0.0498077 | val_loss: 0.0487083 | Time: 6227.25 ms [2020-11-10 20:16:09 main:574] : INFO : Epoch 151 | loss: 0.0481158 | val_loss: 0.046655 | Time: 6258.84 ms [2020-11-10 20:16:15 main:574] : INFO : Epoch 152 | loss: 0.0502598 | val_loss: 0.0556096 | Time: 5863.56 ms [2020-11-10 20:16:22 main:574] : INFO : Epoch 153 | loss: 0.0551864 | val_loss: 0.0543628 | Time: 6163.46 ms [2020-11-10 20:16:28 main:574] : INFO : Epoch 154 | loss: 0.0540759 | val_loss: 0.0533615 | Time: 6025.34 ms [2020-11-10 20:16:34 main:574] : INFO : Epoch 155 | loss: 0.0529475 | val_loss: 0.0519666 | Time: 6279.79 ms [2020-11-10 20:16:40 main:574] : INFO : Epoch 156 | loss: 0.0514991 | val_loss: 0.0504345 | Time: 6170.59 ms [2020-11-10 20:16:46 main:574] : INFO : Epoch 157 | loss: 0.0498145 | val_loss: 0.048568 | Time: 6261.13 ms [2020-11-10 20:16:53 main:574] : INFO : Epoch 158 | loss: 0.0478751 | val_loss: 0.0466556 | Time: 6337.78 ms [2020-11-10 20:16:59 main:574] : INFO : Epoch 159 | loss: 0.0457002 | val_loss: 0.0446807 | Time: 6115.04 ms [2020-11-10 20:17:05 main:574] : INFO : Epoch 160 | loss: 0.0499373 | val_loss: 0.0526313 | Time: 6122.9 ms [2020-11-10 20:17:11 main:574] : INFO : Epoch 161 | loss: 0.0515642 | val_loss: 0.050103 | Time: 6181.76 ms [2020-11-10 20:17:18 main:574] : INFO : Epoch 162 | loss: 0.049295 | val_loss: 0.0480508 | Time: 6273 ms [2020-11-10 20:17:24 main:574] : INFO : Epoch 163 | loss: 0.0469715 | val_loss: 0.0455478 | Time: 6290.62 ms [2020-11-10 20:17:30 main:574] : INFO : Epoch 164 | loss: 0.0439159 | val_loss: 0.0419218 | Time: 6156.79 ms [2020-11-10 20:17:37 main:574] : INFO : Epoch 165 | loss: 0.0437699 | val_loss: 0.0435594 | Time: 6178.93 ms [2020-11-10 20:17:43 main:574] : INFO : Epoch 166 | loss: 0.0425618 | val_loss: 0.049503 | Time: 6215.27 ms [2020-11-10 20:17:49 main:574] : INFO : Epoch 167 | loss: 0.0515246 | val_loss: 0.0508436 | Time: 6222.92 ms [2020-11-10 20:17:55 main:574] : INFO : Epoch 168 | loss: 0.0484641 | val_loss: 0.0453331 | Time: 6317.46 ms [2020-11-10 20:18:02 main:574] : INFO : Epoch 169 | loss: 0.0438688 | val_loss: 0.0437607 | Time: 6285.57 ms [2020-11-10 20:18:08 main:574] : INFO : Epoch 170 | loss: 0.0423153 | val_loss: 0.0413894 | Time: 6261.59 ms [2020-11-10 20:18:14 main:574] : INFO : Epoch 171 | loss: 0.0418111 | val_loss: 0.0390107 | Time: 6322.54 ms [2020-11-10 20:18:21 main:574] : INFO : Epoch 172 | loss: 0.0428062 | val_loss: 0.0498381 | Time: 6441.87 ms [2020-11-10 20:18:27 main:574] : INFO : Epoch 173 | loss: 0.0519485 | val_loss: 0.0511009 | Time: 6236.2 ms [2020-11-10 20:18:33 main:574] : INFO : Epoch 174 | loss: 0.0503775 | val_loss: 0.0512303 | Time: 6179.05 ms [2020-11-10 20:18:40 main:574] : INFO : Epoch 175 | loss: 0.0499655 | val_loss: 0.0482103 | Time: 6151.21 ms [2020-11-10 20:18:46 main:574] : INFO : Epoch 176 | loss: 0.0477949 | val_loss: 0.0484155 | Time: 6444.18 ms [2020-11-10 20:18:52 main:574] : INFO : Epoch 177 | loss: 0.0498942 | val_loss: 0.0510363 | Time: 6286.98 ms [2020-11-10 20:18:59 main:574] : INFO : Epoch 178 | loss: 0.0491965 | val_loss: 0.0471726 | Time: 6353.88 ms [2020-11-10 20:19:05 main:574] : INFO : Epoch 179 | loss: 0.0463355 | val_loss: 0.0453144 | Time: 6306.66 ms [2020-11-10 20:19:11 main:574] : INFO : Epoch 180 | loss: 0.0435296 | val_loss: 0.0404048 | Time: 6193.58 ms [2020-11-10 20:19:18 main:574] : INFO : Epoch 181 | loss: 0.0370728 | val_loss: 0.0336382 | Time: 6078.28 ms [2020-11-10 20:19:24 main:574] : INFO : Epoch 182 | loss: 0.0344159 | val_loss: 0.0341275 | Time: 6404.9 ms [2020-11-10 20:19:30 main:574] : INFO : Epoch 183 | loss: 0.047905 | val_loss: 0.0524947 | Time: 6340.7 ms [2020-11-10 20:19:37 main:574] : INFO : Epoch 184 | loss: 0.0512284 | val_loss: 0.0489023 | Time: 6236.13 ms [2020-11-10 20:19:43 main:574] : INFO : Epoch 185 | loss: 0.0477868 | val_loss: 0.0455777 | Time: 6258.01 ms [2020-11-10 20:19:49 main:574] : INFO : Epoch 186 | loss: 0.0456394 | val_loss: 0.0466125 | Time: 6333.65 ms [2020-11-10 20:19:55 main:574] : INFO : Epoch 187 | loss: 0.0471365 | val_loss: 0.0457584 | Time: 5987.41 ms [2020-11-10 20:20:02 main:574] : INFO : Epoch 188 | loss: 0.0498242 | val_loss: 0.0540412 | Time: 6371.32 ms [2020-11-10 20:20:08 main:574] : INFO : Epoch 189 | loss: 0.0532476 | val_loss: 0.0523743 | Time: 6156.46 ms [2020-11-10 20:20:14 main:574] : INFO : Epoch 190 | loss: 0.0516815 | val_loss: 0.0507959 | Time: 6181.96 ms [2020-11-10 20:20:21 main:574] : INFO : Epoch 191 | loss: 0.0499049 | val_loss: 0.0486331 | Time: 6282.14 ms [2020-11-10 20:20:27 main:574] : INFO : Epoch 192 | loss: 0.0475273 | val_loss: 0.0460938 | Time: 6344.1 ms [2020-11-10 20:20:27 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0460938 [2020-11-10 20:20:27 main:603] : INFO : Saving end state to config to file [2020-11-10 20:20:27 main:608] : INFO : Success, exiting.. 20:20:27 (5956): 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)