Task 2823517
| Name | rand_automata_0057-1604982765-18387-1_1 |
| Workunit | 1272320 |
| Created | 10 Nov 2020, 22:12:07 UTC |
| Sent | 10 Nov 2020, 22:12:15 UTC |
| Report deadline | 17 Nov 2020, 22:12:15 UTC |
| Received | 11 Nov 2020, 10:41:48 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 574 |
| Run time | 20 min 22 sec |
| CPU time | 19 min 37 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 | 1.53 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: GeForce GTX 750 Ti) [2020-11-11 11:21:29 main:435] : INFO : Set logging level to 1 [2020-11-11 11:21:29 main:441] : INFO : Running in BOINC Client mode [2020-11-11 11:21:29 main:444] : INFO : Resolving all filenames [2020-11-11 11:21:30 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0057-train-val-dataset.hdf5 (exists = 1) [2020-11-11 11:21:30 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0057-1604982765-18387-1_1_r556540067_1 (exists = 0) [2020-11-11 11:21:30 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0057-1604982765-18387-1_1_r556540067_0 (exists = 0) [2020-11-11 11:21:30 main:452] : INFO : Resolved: model-input.pt => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0057-1604982765-18387-1 (exists = 1) [2020-11-11 11:21:30 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 0) [2020-11-11 11:21:30 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/rand_automata_0057-train-val-dataset.hdf5 [2020-11-11 11:21:30 main:474] : INFO : Configuration: [2020-11-11 11:21:30 main:475] : INFO : Model type: LSTM [2020-11-11 11:21:30 main:476] : INFO : Validation Loss Threshold: 0.0001 [2020-11-11 11:21:30 main:477] : INFO : Max Epochs: 192 [2020-11-11 11:21:30 main:478] : INFO : Batch Size: 32 [2020-11-11 11:21:30 main:479] : INFO : Learning Rate: 0.001 [2020-11-11 11:21:30 main:480] : INFO : Patience: 10 [2020-11-11 11:21:30 main:481] : INFO : Hidden Width: 64 [2020-11-11 11:21:30 main:482] : INFO : # Recurrent Layers: 4 [2020-11-11 11:21:30 main:483] : INFO : # Backend Layers: 2 [2020-11-11 11:21:30 main:484] : INFO : # Threads: 1 [2020-11-11 11:21:30 main:486] : INFO : Preparing Dataset [2020-11-11 11:21:30 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0057-train-val-dataset.hdf5 into memory [2020-11-11 11:21:30 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0057-train-val-dataset.hdf5 into memory [2020-11-11 11:21:33 load:106] : INFO : Successfully loaded dataset of 4096 examples into memory. [2020-11-11 11:21:33 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0057-train-val-dataset.hdf5 into memory [2020-11-11 11:21:33 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0057-train-val-dataset.hdf5 into memory [2020-11-11 11:21:33 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2020-11-11 11:21:33 main:494] : INFO : Creating Model [2020-11-11 11:21:33 main:507] : INFO : Preparing config file [2020-11-11 11:21:33 main:519] : INFO : Creating new config file [2020-11-11 11:21:33 main:538] : INFO : This is a continuation WU, loading previous network [2020-11-11 11:21:34 main:559] : INFO : Loading DataLoader into Memory [2020-11-11 11:21:35 main:562] : INFO : Starting Training [2020-11-11 11:21:42 main:574] : INFO : Epoch 1 | loss: 8.34813e-05 | val_loss: 5.86508e-05 | Time: 7032.47 ms [2020-11-11 11:21:48 main:574] : INFO : Epoch 2 | loss: 5.77772e-05 | val_loss: 5.96847e-05 | Time: 6323.5 ms [2020-11-11 11:21:55 main:574] : INFO : Epoch 3 | loss: 5.83534e-05 | val_loss: 5.92058e-05 | Time: 6251.83 ms [2020-11-11 11:22:01 main:574] : INFO : Epoch 4 | loss: 5.82142e-05 | val_loss: 5.88982e-05 | Time: 6129.03 ms [2020-11-11 11:22:07 main:574] : INFO : Epoch 5 | loss: 5.80493e-05 | val_loss: 5.8527e-05 | Time: 6217.08 ms [2020-11-11 11:22:13 main:574] : INFO : Epoch 6 | loss: 5.79122e-05 | val_loss: 5.97385e-05 | Time: 6385 ms [2020-11-11 11:22:20 main:574] : INFO : Epoch 7 | loss: 5.71289e-05 | val_loss: 5.87249e-05 | Time: 6312.57 ms [2020-11-11 11:22:26 main:574] : INFO : Epoch 8 | loss: 5.69141e-05 | val_loss: 5.78723e-05 | Time: 6277.88 ms [2020-11-11 11:22:32 main:574] : INFO : Epoch 9 | loss: 5.63452e-05 | val_loss: 5.71097e-05 | Time: 5987.97 ms [2020-11-11 11:22:38 main:574] : INFO : Epoch 10 | loss: 5.61926e-05 | val_loss: 5.49286e-05 | Time: 6038.94 ms [2020-11-11 11:22:44 main:574] : INFO : Epoch 11 | loss: 5.48207e-05 | val_loss: 5.58194e-05 | Time: 6125.13 ms [2020-11-11 11:22:51 main:574] : INFO : Epoch 12 | loss: 5.45417e-05 | val_loss: 5.93266e-05 | Time: 6155.75 ms [2020-11-11 11:22:57 main:574] : INFO : Epoch 13 | loss: 5.41362e-05 | val_loss: 5.48658e-05 | Time: 6248.56 ms [2020-11-11 11:23:03 main:574] : INFO : Epoch 14 | loss: 5.37123e-05 | val_loss: 5.41676e-05 | Time: 6491.52 ms [2020-11-11 11:23:10 main:574] : INFO : Epoch 15 | loss: 5.28102e-05 | val_loss: 5.51135e-05 | Time: 6254.27 ms [2020-11-11 11:23:16 main:574] : INFO : Epoch 16 | loss: 5.27679e-05 | val_loss: 5.3127e-05 | Time: 6123.92 ms [2020-11-11 11:23:22 main:574] : INFO : Epoch 17 | loss: 5.22353e-05 | val_loss: 5.21679e-05 | Time: 6194.28 ms [2020-11-11 11:23:29 main:574] : INFO : Epoch 18 | loss: 5.1224e-05 | val_loss: 5.42123e-05 | Time: 6515.83 ms [2020-11-11 11:23:35 main:574] : INFO : Epoch 19 | loss: 5.11454e-05 | val_loss: 5.23015e-05 | Time: 6297.31 ms [2020-11-11 11:23:41 main:574] : INFO : Epoch 20 | loss: 5.04281e-05 | val_loss: 5.0834e-05 | Time: 6084.39 ms [2020-11-11 11:23:48 main:574] : INFO : Epoch 21 | loss: 5.01208e-05 | val_loss: 5.06384e-05 | Time: 6325.68 ms [2020-11-11 11:23:54 main:574] : INFO : Epoch 22 | loss: 4.97988e-05 | val_loss: 5.03198e-05 | Time: 6807.62 ms [2020-11-11 11:24:01 main:574] : INFO : Epoch 23 | loss: 4.89509e-05 | val_loss: 4.9936e-05 | Time: 6671.64 ms [2020-11-11 11:24:08 main:574] : INFO : Epoch 24 | loss: 4.82795e-05 | val_loss: 4.91614e-05 | Time: 6406.53 ms [2020-11-11 11:24:14 main:574] : INFO : Epoch 25 | loss: 4.82388e-05 | val_loss: 4.93967e-05 | Time: 6499.97 ms [2020-11-11 11:24:21 main:574] : INFO : Epoch 26 | loss: 4.78726e-05 | val_loss: 4.9614e-05 | Time: 6646.31 ms [2020-11-11 11:24:27 main:574] : INFO : Epoch 27 | loss: 4.73114e-05 | val_loss: 4.75428e-05 | Time: 6290.57 ms [2020-11-11 11:24:33 main:574] : INFO : Epoch 28 | loss: 4.61957e-05 | val_loss: 4.62724e-05 | Time: 6168.51 ms [2020-11-11 11:24:40 main:574] : INFO : Epoch 29 | loss: 4.63341e-05 | val_loss: 4.70084e-05 | Time: 6200.92 ms [2020-11-11 11:24:46 main:574] : INFO : Epoch 30 | loss: 4.57305e-05 | val_loss: 4.6467e-05 | Time: 6305.09 ms [2020-11-11 11:24:52 main:574] : INFO : Epoch 31 | loss: 4.53204e-05 | val_loss: 4.7092e-05 | Time: 6232.14 ms [2020-11-11 11:24:58 main:574] : INFO : Epoch 32 | loss: 4.5176e-05 | val_loss: 4.62597e-05 | Time: 6097.81 ms [2020-11-11 11:25:05 main:574] : INFO : Epoch 33 | loss: 4.4992e-05 | val_loss: 4.6377e-05 | Time: 6522.51 ms [2020-11-11 11:25:12 main:574] : INFO : Epoch 34 | loss: 4.43781e-05 | val_loss: 4.42403e-05 | Time: 6485.09 ms [2020-11-11 11:25:18 main:574] : INFO : Epoch 35 | loss: 4.39636e-05 | val_loss: 4.5059e-05 | Time: 6334.29 ms [2020-11-11 11:25:24 main:574] : INFO : Epoch 36 | loss: 4.3537e-05 | val_loss: 4.32523e-05 | Time: 6165.1 ms [2020-11-11 11:25:31 main:574] : INFO : Epoch 37 | loss: 4.27786e-05 | val_loss: 4.40204e-05 | Time: 6452.17 ms [2020-11-11 11:25:37 main:574] : INFO : Epoch 38 | loss: 4.29319e-05 | val_loss: 4.26753e-05 | Time: 6236.36 ms [2020-11-11 11:25:43 main:574] : INFO : Epoch 39 | loss: 4.222e-05 | val_loss: 4.2884e-05 | Time: 6119.97 ms [2020-11-11 11:25:49 main:574] : INFO : Epoch 40 | loss: 4.21644e-05 | val_loss: 4.20885e-05 | Time: 6184.01 ms [2020-11-11 11:25:56 main:574] : INFO : Epoch 41 | loss: 4.203e-05 | val_loss: 4.2304e-05 | Time: 6231.02 ms [2020-11-11 11:26:02 main:574] : INFO : Epoch 42 | loss: 4.10376e-05 | val_loss: 4.22064e-05 | Time: 6209.85 ms [2020-11-11 11:26:08 main:574] : INFO : Epoch 43 | loss: 4.11116e-05 | val_loss: 4.20364e-05 | Time: 6255.96 ms [2020-11-11 11:26:14 main:574] : INFO : Epoch 44 | loss: 4.07202e-05 | val_loss: 4.16774e-05 | Time: 6122.48 ms [2020-11-11 11:26:21 main:574] : INFO : Epoch 45 | loss: 4.04391e-05 | val_loss: 4.12233e-05 | Time: 6348.26 ms [2020-11-11 11:26:27 main:574] : INFO : Epoch 46 | loss: 4.00353e-05 | val_loss: 4.27721e-05 | Time: 6114.76 ms [2020-11-11 11:26:33 main:574] : INFO : Epoch 47 | loss: 3.96533e-05 | val_loss: 4.04422e-05 | Time: 6177.63 ms [2020-11-11 11:26:39 main:574] : INFO : Epoch 48 | loss: 3.97326e-05 | val_loss: 4.05448e-05 | Time: 6119.43 ms [2020-11-11 11:26:45 main:574] : INFO : Epoch 49 | loss: 3.93364e-05 | val_loss: 3.9487e-05 | Time: 5969.88 ms [2020-11-11 11:26:52 main:574] : INFO : Epoch 50 | loss: 3.87409e-05 | val_loss: 3.92113e-05 | Time: 6130.96 ms [2020-11-11 11:26:58 main:574] : INFO : Epoch 51 | loss: 3.86589e-05 | val_loss: 3.92119e-05 | Time: 6156.14 ms [2020-11-11 11:27:04 main:574] : INFO : Epoch 52 | loss: 3.83222e-05 | val_loss: 4.12946e-05 | Time: 6176.97 ms [2020-11-11 11:27:10 main:574] : INFO : Epoch 53 | loss: 3.7926e-05 | val_loss: 3.79738e-05 | Time: 6230.13 ms [2020-11-11 11:27:16 main:574] : INFO : Epoch 54 | loss: 3.75171e-05 | val_loss: 3.80196e-05 | Time: 5985.92 ms [2020-11-11 11:27:22 main:574] : INFO : Epoch 55 | loss: 3.72981e-05 | val_loss: 4.02775e-05 | Time: 6058.52 ms [2020-11-11 11:27:29 main:574] : INFO : Epoch 56 | loss: 3.73433e-05 | val_loss: 3.78722e-05 | Time: 6285.19 ms [2020-11-11 11:27:35 main:574] : INFO : Epoch 57 | loss: 3.67972e-05 | val_loss: 3.67914e-05 | Time: 6139 ms [2020-11-11 11:27:41 main:574] : INFO : Epoch 58 | loss: 3.68192e-05 | val_loss: 3.74127e-05 | Time: 6170.38 ms [2020-11-11 11:27:47 main:574] : INFO : Epoch 59 | loss: 3.6313e-05 | val_loss: 3.74167e-05 | Time: 6239.4 ms [2020-11-11 11:27:54 main:574] : INFO : Epoch 60 | loss: 3.59868e-05 | val_loss: 3.61876e-05 | Time: 6178.1 ms [2020-11-11 11:28:00 main:574] : INFO : Epoch 61 | loss: 3.56784e-05 | val_loss: 3.60932e-05 | Time: 6143.1 ms [2020-11-11 11:28:06 main:574] : INFO : Epoch 62 | loss: 3.55406e-05 | val_loss: 3.52736e-05 | Time: 6225.67 ms [2020-11-11 11:28:12 main:574] : INFO : Epoch 63 | loss: 3.5389e-05 | val_loss: 3.63563e-05 | Time: 5990.67 ms [2020-11-11 11:28:18 main:574] : INFO : Epoch 64 | loss: 3.52353e-05 | val_loss: 3.55939e-05 | Time: 6153.68 ms [2020-11-11 11:28:25 main:574] : INFO : Epoch 65 | loss: 3.47701e-05 | val_loss: 3.53948e-05 | Time: 6241.06 ms [2020-11-11 11:28:31 main:574] : INFO : Epoch 66 | loss: 3.43774e-05 | val_loss: 3.50055e-05 | Time: 6074.04 ms [2020-11-11 11:28:37 main:574] : INFO : Epoch 67 | loss: 3.44638e-05 | val_loss: 3.5705e-05 | Time: 5999.6 ms [2020-11-11 11:28:43 main:574] : INFO : Epoch 68 | loss: 3.43828e-05 | val_loss: 3.52608e-05 | Time: 6151.01 ms [2020-11-11 11:28:49 main:574] : INFO : Epoch 69 | loss: 3.36683e-05 | val_loss: 3.36997e-05 | Time: 6168.61 ms [2020-11-11 11:28:56 main:574] : INFO : Epoch 70 | loss: 3.35976e-05 | val_loss: 3.35883e-05 | Time: 6283.88 ms [2020-11-11 11:29:02 main:574] : INFO : Epoch 71 | loss: 3.33705e-05 | val_loss: 3.43882e-05 | Time: 6174.84 ms [2020-11-11 11:29:08 main:574] : INFO : Epoch 72 | loss: 3.31042e-05 | val_loss: 3.40417e-05 | Time: 6219.17 ms [2020-11-11 11:29:14 main:574] : INFO : Epoch 73 | loss: 3.33543e-05 | val_loss: 3.3825e-05 | Time: 6344.73 ms [2020-11-11 11:29:21 main:574] : INFO : Epoch 74 | loss: 3.28821e-05 | val_loss: 3.34667e-05 | Time: 6262.24 ms [2020-11-11 11:29:27 main:574] : INFO : Epoch 75 | loss: 3.24873e-05 | val_loss: 3.40766e-05 | Time: 6424.79 ms [2020-11-11 11:29:33 main:574] : INFO : Epoch 76 | loss: 3.23437e-05 | val_loss: 3.33797e-05 | Time: 6179.45 ms [2020-11-11 11:29:40 main:574] : INFO : Epoch 77 | loss: 3.20469e-05 | val_loss: 3.28511e-05 | Time: 6332.53 ms [2020-11-11 11:29:46 main:574] : INFO : Epoch 78 | loss: 3.1619e-05 | val_loss: 3.36364e-05 | Time: 6339.47 ms [2020-11-11 11:29:53 main:574] : INFO : Epoch 79 | loss: 3.15572e-05 | val_loss: 3.17208e-05 | Time: 6366.68 ms [2020-11-11 11:29:59 main:574] : INFO : Epoch 80 | loss: 3.15182e-05 | val_loss: 3.19454e-05 | Time: 6122.3 ms [2020-11-11 11:30:05 main:574] : INFO : Epoch 81 | loss: 3.13937e-05 | val_loss: 3.19612e-05 | Time: 6144.27 ms [2020-11-11 11:30:11 main:574] : INFO : Epoch 82 | loss: 3.12831e-05 | val_loss: 3.35917e-05 | Time: 6007.38 ms [2020-11-11 11:30:17 main:574] : INFO : Epoch 83 | loss: 3.11608e-05 | val_loss: 3.06539e-05 | Time: 5963.11 ms [2020-11-11 11:30:23 main:574] : INFO : Epoch 84 | loss: 3.10562e-05 | val_loss: 3.086e-05 | Time: 6168.53 ms [2020-11-11 11:30:29 main:574] : INFO : Epoch 85 | loss: 3.02407e-05 | val_loss: 3.15896e-05 | Time: 5921.54 ms [2020-11-11 11:30:35 main:574] : INFO : Epoch 86 | loss: 3.03624e-05 | val_loss: 3.13976e-05 | Time: 6111.02 ms [2020-11-11 11:30:42 main:574] : INFO : Epoch 87 | loss: 3.00637e-05 | val_loss: 3.08143e-05 | Time: 6203.18 ms [2020-11-11 11:30:48 main:574] : INFO : Epoch 88 | loss: 3.03371e-05 | val_loss: 3.04365e-05 | Time: 6096.84 ms [2020-11-11 11:30:54 main:574] : INFO : Epoch 89 | loss: 2.9668e-05 | val_loss: 3.14172e-05 | Time: 6177.21 ms [2020-11-11 11:31:00 main:574] : INFO : Epoch 90 | loss: 2.98674e-05 | val_loss: 3.03793e-05 | Time: 6075.6 ms [2020-11-11 11:31:06 main:574] : INFO : Epoch 91 | loss: 2.91462e-05 | val_loss: 2.98621e-05 | Time: 6167.72 ms [2020-11-11 11:31:13 main:574] : INFO : Epoch 92 | loss: 2.927e-05 | val_loss: 3.01802e-05 | Time: 6312.43 ms [2020-11-11 11:31:19 main:574] : INFO : Epoch 93 | loss: 2.94269e-05 | val_loss: 3.04375e-05 | Time: 6209.06 ms [2020-11-11 11:31:25 main:574] : INFO : Epoch 94 | loss: 2.88436e-05 | val_loss: 2.87638e-05 | Time: 6071.28 ms [2020-11-11 11:31:31 main:574] : INFO : Epoch 95 | loss: 2.90566e-05 | val_loss: 2.97841e-05 | Time: 6021.03 ms [2020-11-11 11:31:37 main:574] : INFO : Epoch 96 | loss: 2.84409e-05 | val_loss: 2.97592e-05 | Time: 5948.73 ms [2020-11-11 11:31:43 main:574] : INFO : Epoch 97 | loss: 2.84646e-05 | val_loss: 2.80961e-05 | Time: 6124.83 ms [2020-11-11 11:31:49 main:574] : INFO : Epoch 98 | loss: 2.83795e-05 | val_loss: 2.79215e-05 | Time: 6029.24 ms [2020-11-11 11:31:56 main:574] : INFO : Epoch 99 | loss: 2.80496e-05 | val_loss: 2.81696e-05 | Time: 6122.24 ms [2020-11-11 11:32:02 main:574] : INFO : Epoch 100 | loss: 2.79851e-05 | val_loss: 2.80869e-05 | Time: 6100.95 ms [2020-11-11 11:32:08 main:574] : INFO : Epoch 101 | loss: 2.74958e-05 | val_loss: 2.98033e-05 | Time: 6066.48 ms [2020-11-11 11:32:14 main:574] : INFO : Epoch 102 | loss: 2.79988e-05 | val_loss: 2.97663e-05 | Time: 6230.94 ms [2020-11-11 11:32:20 main:574] : INFO : Epoch 103 | loss: 2.73516e-05 | val_loss: 2.7796e-05 | Time: 6216.41 ms [2020-11-11 11:32:27 main:574] : INFO : Epoch 104 | loss: 2.72973e-05 | val_loss: 2.80232e-05 | Time: 6431.12 ms [2020-11-11 11:32:33 main:574] : INFO : Epoch 105 | loss: 2.73239e-05 | val_loss: 2.70661e-05 | Time: 6355.56 ms [2020-11-11 11:32:40 main:574] : INFO : Epoch 106 | loss: 2.72643e-05 | val_loss: 2.72822e-05 | Time: 6178.07 ms [2020-11-11 11:32:46 main:574] : INFO : Epoch 107 | loss: 2.67434e-05 | val_loss: 2.67846e-05 | Time: 6253.68 ms [2020-11-11 11:32:52 main:574] : INFO : Epoch 108 | loss: 2.66009e-05 | val_loss: 2.6306e-05 | Time: 6083.1 ms [2020-11-11 11:32:58 main:574] : INFO : Epoch 109 | loss: 2.65829e-05 | val_loss: 2.72659e-05 | Time: 5980.56 ms [2020-11-11 11:33:04 main:574] : INFO : Epoch 110 | loss: 2.63704e-05 | val_loss: 2.76846e-05 | Time: 6047.23 ms [2020-11-11 11:33:10 main:574] : INFO : Epoch 111 | loss: 2.64567e-05 | val_loss: 2.57473e-05 | Time: 6159.22 ms [2020-11-11 11:33:17 main:574] : INFO : Epoch 112 | loss: 2.60247e-05 | val_loss: 2.58986e-05 | Time: 6215.64 ms [2020-11-11 11:33:23 main:574] : INFO : Epoch 113 | loss: 2.59717e-05 | val_loss: 2.6124e-05 | Time: 6140.12 ms [2020-11-11 11:33:29 main:574] : INFO : Epoch 114 | loss: 2.59319e-05 | val_loss: 2.6086e-05 | Time: 6031.9 ms [2020-11-11 11:33:35 main:574] : INFO : Epoch 115 | loss: 2.58089e-05 | val_loss: 2.53542e-05 | Time: 6194.01 ms [2020-11-11 11:33:41 main:574] : INFO : Epoch 116 | loss: 2.53777e-05 | val_loss: 2.58769e-05 | Time: 5956.81 ms [2020-11-11 11:33:47 main:574] : INFO : Epoch 117 | loss: 2.56751e-05 | val_loss: 2.52465e-05 | Time: 6267.61 ms [2020-11-11 11:33:54 main:574] : INFO : Epoch 118 | loss: 2.50389e-05 | val_loss: 2.54598e-05 | Time: 6437.97 ms [2020-11-11 11:34:00 main:574] : INFO : Epoch 119 | loss: 2.51785e-05 | val_loss: 2.5497e-05 | Time: 6133.85 ms [2020-11-11 11:34:06 main:574] : INFO : Epoch 120 | loss: 2.52991e-05 | val_loss: 2.60064e-05 | Time: 6234.3 ms [2020-11-11 11:34:13 main:574] : INFO : Epoch 121 | loss: 2.46066e-05 | val_loss: 2.5509e-05 | Time: 6140.44 ms [2020-11-11 11:34:19 main:574] : INFO : Epoch 122 | loss: 2.49417e-05 | val_loss: 2.50922e-05 | Time: 6318.65 ms [2020-11-11 11:34:25 main:574] : INFO : Epoch 123 | loss: 2.44848e-05 | val_loss: 2.45971e-05 | Time: 6200.21 ms [2020-11-11 11:34:32 main:574] : INFO : Epoch 124 | loss: 2.49149e-05 | val_loss: 2.41027e-05 | Time: 6261.27 ms [2020-11-11 11:34:38 main:574] : INFO : Epoch 125 | loss: 2.48324e-05 | val_loss: 2.50774e-05 | Time: 6222.75 ms [2020-11-11 11:34:44 main:574] : INFO : Epoch 126 | loss: 2.39528e-05 | val_loss: 2.44327e-05 | Time: 6228.44 ms [2020-11-11 11:34:50 main:574] : INFO : Epoch 127 | loss: 2.40984e-05 | val_loss: 2.46278e-05 | Time: 6001.79 ms [2020-11-11 11:34:56 main:574] : INFO : Epoch 128 | loss: 2.38598e-05 | val_loss: 2.40319e-05 | Time: 5999.52 ms [2020-11-11 11:35:03 main:574] : INFO : Epoch 129 | loss: 2.37725e-05 | val_loss: 2.37162e-05 | Time: 6216.35 ms [2020-11-11 11:35:09 main:574] : INFO : Epoch 130 | loss: 2.42143e-05 | val_loss: 2.42975e-05 | Time: 6153.78 ms [2020-11-11 11:35:15 main:574] : INFO : Epoch 131 | loss: 2.36041e-05 | val_loss: 2.4002e-05 | Time: 6345.85 ms [2020-11-11 11:35:21 main:574] : INFO : Epoch 132 | loss: 2.36552e-05 | val_loss: 2.36102e-05 | Time: 6134.41 ms [2020-11-11 11:35:27 main:574] : INFO : Epoch 133 | loss: 2.32602e-05 | val_loss: 2.32103e-05 | Time: 6059.52 ms [2020-11-11 11:35:34 main:574] : INFO : Epoch 134 | loss: 2.35786e-05 | val_loss: 2.32494e-05 | Time: 6136.28 ms [2020-11-11 11:35:40 main:574] : INFO : Epoch 135 | loss: 2.34374e-05 | val_loss: 2.27055e-05 | Time: 6053.03 ms [2020-11-11 11:35:46 main:574] : INFO : Epoch 136 | loss: 2.29917e-05 | val_loss: 2.29295e-05 | Time: 6094.77 ms [2020-11-11 11:35:52 main:574] : INFO : Epoch 137 | loss: 2.27874e-05 | val_loss: 2.36874e-05 | Time: 6173.99 ms [2020-11-11 11:35:58 main:574] : INFO : Epoch 138 | loss: 2.30632e-05 | val_loss: 2.31319e-05 | Time: 6026.54 ms [2020-11-11 11:36:04 main:574] : INFO : Epoch 139 | loss: 2.25896e-05 | val_loss: 2.29784e-05 | Time: 5986.6 ms [2020-11-11 11:36:10 main:574] : INFO : Epoch 140 | loss: 2.25937e-05 | val_loss: 2.23944e-05 | Time: 6272.51 ms [2020-11-11 11:36:16 main:574] : INFO : Epoch 141 | loss: 2.23874e-05 | val_loss: 2.2717e-05 | Time: 5936.74 ms [2020-11-11 11:36:23 main:574] : INFO : Epoch 142 | loss: 2.25928e-05 | val_loss: 2.27776e-05 | Time: 6244.52 ms [2020-11-11 11:36:29 main:574] : INFO : Epoch 143 | loss: 2.26319e-05 | val_loss: 2.26796e-05 | Time: 6116.28 ms [2020-11-11 11:36:35 main:574] : INFO : Epoch 144 | loss: 2.21843e-05 | val_loss: 2.25975e-05 | Time: 5836.77 ms [2020-11-11 11:36:41 main:574] : INFO : Epoch 145 | loss: 2.21121e-05 | val_loss: 2.22651e-05 | Time: 6335.94 ms [2020-11-11 11:36:47 main:574] : INFO : Epoch 146 | loss: 2.22762e-05 | val_loss: 2.24128e-05 | Time: 6156.91 ms [2020-11-11 11:36:54 main:574] : INFO : Epoch 147 | loss: 2.20027e-05 | val_loss: 2.34375e-05 | Time: 6187 ms [2020-11-11 11:37:00 main:574] : INFO : Epoch 148 | loss: 2.17825e-05 | val_loss: 2.19315e-05 | Time: 5949.32 ms [2020-11-11 11:37:06 main:574] : INFO : Epoch 149 | loss: 2.15064e-05 | val_loss: 2.23295e-05 | Time: 6196.14 ms [2020-11-11 11:37:12 main:574] : INFO : Epoch 150 | loss: 2.18095e-05 | val_loss: 2.2951e-05 | Time: 6078.75 ms [2020-11-11 11:37:18 main:574] : INFO : Epoch 151 | loss: 2.14572e-05 | val_loss: 2.30798e-05 | Time: 6073.82 ms [2020-11-11 11:37:24 main:574] : INFO : Epoch 152 | loss: 2.17388e-05 | val_loss: 2.23016e-05 | Time: 6070.79 ms [2020-11-11 11:37:30 main:574] : INFO : Epoch 153 | loss: 2.12311e-05 | val_loss: 2.2027e-05 | Time: 6136.43 ms [2020-11-11 11:37:37 main:574] : INFO : Epoch 154 | loss: 2.14469e-05 | val_loss: 2.12463e-05 | Time: 6032.69 ms [2020-11-11 11:37:43 main:574] : INFO : Epoch 155 | loss: 2.11714e-05 | val_loss: 2.11968e-05 | Time: 6069.53 ms [2020-11-11 11:37:49 main:574] : INFO : Epoch 156 | loss: 2.09126e-05 | val_loss: 2.12968e-05 | Time: 6096.15 ms [2020-11-11 11:37:55 main:574] : INFO : Epoch 157 | loss: 2.09042e-05 | val_loss: 2.18373e-05 | Time: 5992.55 ms [2020-11-11 11:38:01 main:574] : INFO : Epoch 158 | loss: 2.11724e-05 | val_loss: 2.096e-05 | Time: 6036.39 ms [2020-11-11 11:38:07 main:574] : INFO : Epoch 159 | loss: 2.09058e-05 | val_loss: 2.13131e-05 | Time: 5990.76 ms [2020-11-11 11:38:13 main:574] : INFO : Epoch 160 | loss: 2.05743e-05 | val_loss: 2.13597e-05 | Time: 6042.5 ms [2020-11-11 11:38:19 main:574] : INFO : Epoch 161 | loss: 2.04717e-05 | val_loss: 2.09937e-05 | Time: 6059.64 ms [2020-11-11 11:38:25 main:574] : INFO : Epoch 162 | loss: 2.04192e-05 | val_loss: 2.04542e-05 | Time: 6090.81 ms [2020-11-11 11:38:31 main:574] : INFO : Epoch 163 | loss: 2.09308e-05 | val_loss: 2.01559e-05 | Time: 5995.91 ms [2020-11-11 11:38:37 main:574] : INFO : Epoch 164 | loss: 2.02999e-05 | val_loss: 2.03834e-05 | Time: 5972.31 ms [2020-11-11 11:38:44 main:574] : INFO : Epoch 165 | loss: 2.01621e-05 | val_loss: 1.97287e-05 | Time: 6298.61 ms [2020-11-11 11:38:50 main:574] : INFO : Epoch 166 | loss: 2.01468e-05 | val_loss: 2.12019e-05 | Time: 6187.45 ms [2020-11-11 11:38:56 main:574] : INFO : Epoch 167 | loss: 2.02098e-05 | val_loss: 2.04057e-05 | Time: 6031.06 ms [2020-11-11 11:39:02 main:574] : INFO : Epoch 168 | loss: 1.9805e-05 | val_loss: 2.0133e-05 | Time: 6144.63 ms [2020-11-11 11:39:08 main:574] : INFO : Epoch 169 | loss: 1.99591e-05 | val_loss: 1.9852e-05 | Time: 6082.43 ms [2020-11-11 11:39:14 main:574] : INFO : Epoch 170 | loss: 1.99939e-05 | val_loss: 2.00345e-05 | Time: 5954.8 ms [2020-11-11 11:39:21 main:574] : INFO : Epoch 171 | loss: 1.99618e-05 | val_loss: 2.05972e-05 | Time: 6125.14 ms [2020-11-11 11:39:27 main:574] : INFO : Epoch 172 | loss: 1.96043e-05 | val_loss: 2.00458e-05 | Time: 6088.05 ms [2020-11-11 11:39:33 main:574] : INFO : Epoch 173 | loss: 1.95166e-05 | val_loss: 1.90824e-05 | Time: 6190.82 ms [2020-11-11 11:39:39 main:574] : INFO : Epoch 174 | loss: 1.94065e-05 | val_loss: 1.90969e-05 | Time: 6179.74 ms [2020-11-11 11:39:46 main:574] : INFO : Epoch 175 | loss: 1.95165e-05 | val_loss: 1.95209e-05 | Time: 6280.41 ms [2020-11-11 11:39:52 main:574] : INFO : Epoch 176 | loss: 1.94229e-05 | val_loss: 1.96634e-05 | Time: 6227.83 ms [2020-11-11 11:39:58 main:574] : INFO : Epoch 177 | loss: 1.91782e-05 | val_loss: 2.08853e-05 | Time: 6349.97 ms [2020-11-11 11:40:04 main:574] : INFO : Epoch 178 | loss: 1.92905e-05 | val_loss: 1.92982e-05 | Time: 6039.18 ms [2020-11-11 11:40:11 main:574] : INFO : Epoch 179 | loss: 1.93096e-05 | val_loss: 2.0016e-05 | Time: 6230.23 ms [2020-11-11 11:40:17 main:574] : INFO : Epoch 180 | loss: 1.91133e-05 | val_loss: 1.90467e-05 | Time: 6213.27 ms [2020-11-11 11:40:23 main:574] : INFO : Epoch 181 | loss: 1.86621e-05 | val_loss: 1.88522e-05 | Time: 6177.71 ms [2020-11-11 11:40:29 main:574] : INFO : Epoch 182 | loss: 1.89667e-05 | val_loss: 1.88837e-05 | Time: 6110.91 ms [2020-11-11 11:40:35 main:574] : INFO : Epoch 183 | loss: 1.893e-05 | val_loss: 1.95408e-05 | Time: 6107.36 ms [2020-11-11 11:40:42 main:574] : INFO : Epoch 184 | loss: 1.8673e-05 | val_loss: 1.88276e-05 | Time: 6102.8 ms [2020-11-11 11:40:48 main:574] : INFO : Epoch 185 | loss: 1.85655e-05 | val_loss: 1.86781e-05 | Time: 6156.08 ms [2020-11-11 11:40:54 main:574] : INFO : Epoch 186 | loss: 1.87683e-05 | val_loss: 1.93632e-05 | Time: 6053.52 ms [2020-11-11 11:41:00 main:574] : INFO : Epoch 187 | loss: 1.86871e-05 | val_loss: 1.83273e-05 | Time: 6115.24 ms [2020-11-11 11:41:06 main:574] : INFO : Epoch 188 | loss: 1.85252e-05 | val_loss: 1.83655e-05 | Time: 6158.11 ms [2020-11-11 11:41:12 main:574] : INFO : Epoch 189 | loss: 1.80258e-05 | val_loss: 1.8213e-05 | Time: 6011.47 ms [2020-11-11 11:41:18 main:574] : INFO : Epoch 190 | loss: 1.81744e-05 | val_loss: 1.85189e-05 | Time: 6121.79 ms [2020-11-11 11:41:25 main:574] : INFO : Epoch 191 | loss: 1.85342e-05 | val_loss: 1.91405e-05 | Time: 6273.98 ms [2020-11-11 11:41:31 main:574] : INFO : Epoch 192 | loss: 1.82984e-05 | val_loss: 1.7887e-05 | Time: 6186.38 ms [2020-11-11 11:41:31 main:597] : INFO : Saving trained model to model-final.pt, val_loss 1.7887e-05 [2020-11-11 11:41:31 main:603] : INFO : Saving end state to config to file [2020-11-11 11:41:31 main:608] : INFO : Success, exiting.. 11:41:31 (9724): 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)