Task 2991469
| Name | rand_automata_0010-1605426074-6260-1_1 |
| Workunit | 1350794 |
| Created | 18 Nov 2020, 16:12:19 UTC |
| Sent | 24 Nov 2020, 12:35:26 UTC |
| Report deadline | 1 Dec 2020, 12:35:26 UTC |
| Received | 24 Nov 2020, 15:15:49 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 1419 |
| Run time | 15 min 9 sec |
| CPU time | 14 min 24 sec |
| Validate state | Valid |
| Credit | 959.40 |
| Device peak FLOPS | 2,660.81 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.41 GB |
| Peak swap size | 3.03 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 970M) [2020-11-24 18:52:31 main:435] : INFO : Set logging level to 1 [2020-11-24 18:52:31 main:441] : INFO : Running in BOINC Client mode [2020-11-24 18:52:31 main:444] : INFO : Resolving all filenames [2020-11-24 18:52:31 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0010-train-val-dataset.hdf5 (exists = 1) [2020-11-24 18:52:31 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0010-1605426074-6260-1_1_r121055940_1 (exists = 0) [2020-11-24 18:52:32 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0010-1605426074-6260-1_1_r121055940_0 (exists = 0) [2020-11-24 18:52:32 main:452] : INFO : Resolved: model-input.pt => ../../projects/www.mlcathome.org_mlcathome/rand_automata_0010-1605426074-6260-1 (exists = 1) [2020-11-24 18:52:32 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 0) [2020-11-24 18:52:32 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/rand_automata_0010-train-val-dataset.hdf5 [2020-11-24 18:52:32 main:474] : INFO : Configuration: [2020-11-24 18:52:32 main:475] : INFO : Model type: LSTM [2020-11-24 18:52:32 main:476] : INFO : Validation Loss Threshold: 0.0001 [2020-11-24 18:52:32 main:477] : INFO : Max Epochs: 192 [2020-11-24 18:52:32 main:478] : INFO : Batch Size: 32 [2020-11-24 18:52:32 main:479] : INFO : Learning Rate: 0.001 [2020-11-24 18:52:32 main:480] : INFO : Patience: 10 [2020-11-24 18:52:32 main:481] : INFO : Hidden Width: 64 [2020-11-24 18:52:32 main:482] : INFO : # Recurrent Layers: 4 [2020-11-24 18:52:32 main:483] : INFO : # Backend Layers: 2 [2020-11-24 18:52:32 main:484] : INFO : # Threads: 1 [2020-11-24 18:52:32 main:486] : INFO : Preparing Dataset [2020-11-24 18:52:32 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0010-train-val-dataset.hdf5 into memory [2020-11-24 18:52:32 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0010-train-val-dataset.hdf5 into memory [2020-11-24 18:52:34 load:106] : INFO : Successfully loaded dataset of 4096 examples into memory. [2020-11-24 18:52:35 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0010-train-val-dataset.hdf5 into memory [2020-11-24 18:52:35 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/rand_automata_0010-train-val-dataset.hdf5 into memory [2020-11-24 18:52:35 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2020-11-24 18:52:35 main:494] : INFO : Creating Model [2020-11-24 18:52:35 main:507] : INFO : Preparing config file [2020-11-24 18:52:35 main:519] : INFO : Creating new config file [2020-11-24 18:52:35 main:538] : INFO : This is a continuation WU, loading previous network [2020-11-24 18:52:36 main:559] : INFO : Loading DataLoader into Memory [2020-11-24 18:52:36 main:562] : INFO : Starting Training [2020-11-24 18:52:41 main:574] : INFO : Epoch 1 | loss: 0.000158601 | val_loss: 0.00014176 | Time: 4970.32 ms [2020-11-24 18:52:45 main:574] : INFO : Epoch 2 | loss: 0.000139817 | val_loss: 0.000142644 | Time: 4527.71 ms [2020-11-24 18:52:50 main:574] : INFO : Epoch 3 | loss: 0.000140778 | val_loss: 0.000143085 | Time: 4508.71 ms [2020-11-24 18:52:55 main:574] : INFO : Epoch 4 | loss: 0.00013944 | val_loss: 0.000140789 | Time: 4586.77 ms [2020-11-24 18:52:59 main:574] : INFO : Epoch 5 | loss: 0.00013821 | val_loss: 0.000139044 | Time: 4611.72 ms [2020-11-24 18:53:04 main:574] : INFO : Epoch 6 | loss: 0.000137314 | val_loss: 0.000138055 | Time: 4528.26 ms [2020-11-24 18:53:08 main:574] : INFO : Epoch 7 | loss: 0.000136193 | val_loss: 0.000137125 | Time: 4519.94 ms [2020-11-24 18:53:13 main:574] : INFO : Epoch 8 | loss: 0.000135309 | val_loss: 0.000136232 | Time: 4514.94 ms [2020-11-24 18:53:18 main:574] : INFO : Epoch 9 | loss: 0.000133622 | val_loss: 0.000133947 | Time: 4518.91 ms [2020-11-24 18:53:22 main:574] : INFO : Epoch 10 | loss: 0.000132525 | val_loss: 0.000133897 | Time: 4537.89 ms [2020-11-24 18:53:27 main:574] : INFO : Epoch 11 | loss: 0.000131923 | val_loss: 0.000132112 | Time: 4537.49 ms [2020-11-24 18:53:31 main:574] : INFO : Epoch 12 | loss: 0.000129901 | val_loss: 0.000130696 | Time: 4507.99 ms [2020-11-24 18:53:36 main:574] : INFO : Epoch 13 | loss: 0.000128657 | val_loss: 0.000129109 | Time: 4461.43 ms [2020-11-24 18:53:41 main:574] : INFO : Epoch 14 | loss: 0.000127368 | val_loss: 0.000128708 | Time: 4757.76 ms [2020-11-24 18:53:45 main:574] : INFO : Epoch 15 | loss: 0.00012644 | val_loss: 0.000128179 | Time: 4508.41 ms [2020-11-24 18:53:50 main:574] : INFO : Epoch 16 | loss: 0.000125634 | val_loss: 0.000126309 | Time: 4579.63 ms [2020-11-24 18:53:55 main:574] : INFO : Epoch 17 | loss: 0.000124236 | val_loss: 0.000125541 | Time: 4600.32 ms [2020-11-24 18:53:59 main:574] : INFO : Epoch 18 | loss: 0.000122825 | val_loss: 0.000124537 | Time: 4609.84 ms [2020-11-24 18:54:04 main:574] : INFO : Epoch 19 | loss: 0.000122534 | val_loss: 0.000123599 | Time: 4581.77 ms [2020-11-24 18:54:09 main:574] : INFO : Epoch 20 | loss: 0.000121421 | val_loss: 0.000123408 | Time: 4499.85 ms [2020-11-24 18:54:13 main:574] : INFO : Epoch 21 | loss: 0.000120605 | val_loss: 0.000120504 | Time: 4510.17 ms [2020-11-24 18:54:18 main:574] : INFO : Epoch 22 | loss: 0.000118966 | val_loss: 0.000120534 | Time: 4493.62 ms [2020-11-24 18:54:22 main:574] : INFO : Epoch 23 | loss: 0.000117972 | val_loss: 0.000119563 | Time: 4506.45 ms [2020-11-24 18:54:27 main:574] : INFO : Epoch 24 | loss: 0.000117027 | val_loss: 0.000118218 | Time: 4494.13 ms [2020-11-24 18:54:31 main:574] : INFO : Epoch 25 | loss: 0.000115975 | val_loss: 0.000116989 | Time: 4561.45 ms [2020-11-24 18:54:36 main:574] : INFO : Epoch 26 | loss: 0.000115194 | val_loss: 0.000116762 | Time: 4553.57 ms [2020-11-24 18:54:41 main:574] : INFO : Epoch 27 | loss: 0.000114354 | val_loss: 0.000114976 | Time: 4530.04 ms [2020-11-24 18:54:45 main:574] : INFO : Epoch 28 | loss: 0.000113663 | val_loss: 0.000115938 | Time: 4531.09 ms [2020-11-24 18:54:50 main:574] : INFO : Epoch 29 | loss: 0.000112401 | val_loss: 0.000113755 | Time: 4589.52 ms [2020-11-24 18:54:55 main:574] : INFO : Epoch 30 | loss: 0.00011174 | val_loss: 0.00011248 | Time: 4578.8 ms [2020-11-24 18:54:59 main:574] : INFO : Epoch 31 | loss: 0.000110836 | val_loss: 0.000111655 | Time: 4585.11 ms [2020-11-24 18:55:04 main:574] : INFO : Epoch 32 | loss: 0.000109362 | val_loss: 0.000110591 | Time: 4561.31 ms [2020-11-24 18:55:09 main:574] : INFO : Epoch 33 | loss: 0.000108887 | val_loss: 0.000110104 | Time: 4558.84 ms [2020-11-24 18:55:13 main:574] : INFO : Epoch 34 | loss: 0.000108529 | val_loss: 0.000109466 | Time: 4558.27 ms [2020-11-24 18:55:18 main:574] : INFO : Epoch 35 | loss: 0.000107472 | val_loss: 0.000110442 | Time: 4485.33 ms [2020-11-24 18:55:22 main:574] : INFO : Epoch 36 | loss: 0.000106437 | val_loss: 0.00010825 | Time: 4521.22 ms [2020-11-24 18:55:27 main:574] : INFO : Epoch 37 | loss: 0.00010572 | val_loss: 0.000106409 | Time: 4520.83 ms [2020-11-24 18:55:31 main:574] : INFO : Epoch 38 | loss: 0.000104921 | val_loss: 0.00010691 | Time: 4526.22 ms [2020-11-24 18:55:36 main:574] : INFO : Epoch 39 | loss: 0.000104665 | val_loss: 0.000105421 | Time: 4546.51 ms [2020-11-24 18:55:41 main:574] : INFO : Epoch 40 | loss: 0.000103563 | val_loss: 0.000103901 | Time: 4522.28 ms [2020-11-24 18:55:45 main:574] : INFO : Epoch 41 | loss: 0.000102546 | val_loss: 0.000104334 | Time: 4561.58 ms [2020-11-24 18:55:50 main:574] : INFO : Epoch 42 | loss: 0.000102184 | val_loss: 0.000104137 | Time: 4584.91 ms [2020-11-24 18:55:55 main:574] : INFO : Epoch 43 | loss: 0.000101092 | val_loss: 0.00010442 | Time: 4605.92 ms [2020-11-24 18:55:59 main:574] : INFO : Epoch 44 | loss: 0.000101451 | val_loss: 0.000103681 | Time: 4598.81 ms [2020-11-24 18:56:04 main:574] : INFO : Epoch 45 | loss: 9.99255e-05 | val_loss: 0.000101366 | Time: 4584.56 ms [2020-11-24 18:56:09 main:574] : INFO : Epoch 46 | loss: 9.92719e-05 | val_loss: 0.000101342 | Time: 4529.22 ms [2020-11-24 18:56:13 main:574] : INFO : Epoch 47 | loss: 9.87493e-05 | val_loss: 9.96205e-05 | Time: 4485.07 ms [2020-11-24 18:56:18 main:574] : INFO : Epoch 48 | loss: 9.80381e-05 | val_loss: 0.000100331 | Time: 4528.4 ms [2020-11-24 18:56:22 main:574] : INFO : Epoch 49 | loss: 9.72233e-05 | val_loss: 9.93911e-05 | Time: 4499.5 ms [2020-11-24 18:56:27 main:574] : INFO : Epoch 50 | loss: 9.64833e-05 | val_loss: 9.81334e-05 | Time: 4509.72 ms [2020-11-24 18:56:31 main:574] : INFO : Epoch 51 | loss: 9.60377e-05 | val_loss: 9.7691e-05 | Time: 4518.9 ms [2020-11-24 18:56:36 main:574] : INFO : Epoch 52 | loss: 9.55114e-05 | val_loss: 9.68858e-05 | Time: 4497.37 ms [2020-11-24 18:56:41 main:574] : INFO : Epoch 53 | loss: 9.47123e-05 | val_loss: 9.51298e-05 | Time: 4551.01 ms [2020-11-24 18:56:45 main:574] : INFO : Epoch 54 | loss: 9.39125e-05 | val_loss: 9.57301e-05 | Time: 4604.94 ms [2020-11-24 18:56:50 main:574] : INFO : Epoch 55 | loss: 9.32695e-05 | val_loss: 9.46187e-05 | Time: 4649.49 ms [2020-11-24 18:56:55 main:574] : INFO : Epoch 56 | loss: 9.28789e-05 | val_loss: 9.37394e-05 | Time: 4580.85 ms [2020-11-24 18:56:59 main:574] : INFO : Epoch 57 | loss: 9.209e-05 | val_loss: 9.59033e-05 | Time: 4516.25 ms [2020-11-24 18:57:04 main:574] : INFO : Epoch 58 | loss: 9.19846e-05 | val_loss: 9.30935e-05 | Time: 4514.54 ms [2020-11-24 18:57:08 main:574] : INFO : Epoch 59 | loss: 9.20324e-05 | val_loss: 9.22384e-05 | Time: 4494.52 ms [2020-11-24 18:57:13 main:574] : INFO : Epoch 60 | loss: 9.04024e-05 | val_loss: 9.17672e-05 | Time: 4476.27 ms [2020-11-24 18:57:18 main:574] : INFO : Epoch 61 | loss: 8.98794e-05 | val_loss: 9.23249e-05 | Time: 4508.52 ms [2020-11-24 18:57:22 main:574] : INFO : Epoch 62 | loss: 8.94467e-05 | val_loss: 9.12422e-05 | Time: 4501.59 ms [2020-11-24 18:57:27 main:574] : INFO : Epoch 63 | loss: 8.91506e-05 | val_loss: 9.08453e-05 | Time: 4468.31 ms [2020-11-24 18:57:31 main:574] : INFO : Epoch 64 | loss: 8.81183e-05 | val_loss: 9.01045e-05 | Time: 4519.74 ms [2020-11-24 18:57:36 main:574] : INFO : Epoch 65 | loss: 8.79843e-05 | val_loss: 8.9707e-05 | Time: 4541.58 ms [2020-11-24 18:57:41 main:574] : INFO : Epoch 66 | loss: 8.73153e-05 | val_loss: 8.86933e-05 | Time: 4632.8 ms [2020-11-24 18:57:45 main:574] : INFO : Epoch 67 | loss: 8.64485e-05 | val_loss: 8.84886e-05 | Time: 4587.69 ms [2020-11-24 18:57:50 main:574] : INFO : Epoch 68 | loss: 8.63151e-05 | val_loss: 8.77346e-05 | Time: 4565.15 ms [2020-11-24 18:57:54 main:574] : INFO : Epoch 69 | loss: 8.56424e-05 | val_loss: 8.78778e-05 | Time: 4487.25 ms [2020-11-24 18:57:59 main:574] : INFO : Epoch 70 | loss: 8.63711e-05 | val_loss: 8.67467e-05 | Time: 4532.55 ms [2020-11-24 18:58:04 main:574] : INFO : Epoch 71 | loss: 8.47687e-05 | val_loss: 8.54447e-05 | Time: 4530.59 ms [2020-11-24 18:58:08 main:574] : INFO : Epoch 72 | loss: 8.39296e-05 | val_loss: 8.71776e-05 | Time: 4482.82 ms [2020-11-24 18:58:13 main:574] : INFO : Epoch 73 | loss: 8.37463e-05 | val_loss: 8.59262e-05 | Time: 4492.37 ms [2020-11-24 18:58:17 main:574] : INFO : Epoch 74 | loss: 8.34308e-05 | val_loss: 8.51191e-05 | Time: 4523.58 ms [2020-11-24 18:58:22 main:574] : INFO : Epoch 75 | loss: 8.30116e-05 | val_loss: 8.46407e-05 | Time: 4527.12 ms [2020-11-24 18:58:26 main:574] : INFO : Epoch 76 | loss: 8.24283e-05 | val_loss: 8.44867e-05 | Time: 4527.4 ms [2020-11-24 18:58:31 main:574] : INFO : Epoch 77 | loss: 8.18735e-05 | val_loss: 8.28497e-05 | Time: 4525.41 ms [2020-11-24 18:58:36 main:574] : INFO : Epoch 78 | loss: 8.12322e-05 | val_loss: 8.30721e-05 | Time: 4617.98 ms [2020-11-24 18:58:40 main:574] : INFO : Epoch 79 | loss: 8.1039e-05 | val_loss: 8.15283e-05 | Time: 4570.21 ms [2020-11-24 18:58:45 main:574] : INFO : Epoch 80 | loss: 8.08125e-05 | val_loss: 8.23436e-05 | Time: 4583.67 ms [2020-11-24 18:58:50 main:574] : INFO : Epoch 81 | loss: 7.99717e-05 | val_loss: 8.15101e-05 | Time: 4536.76 ms [2020-11-24 18:58:54 main:574] : INFO : Epoch 82 | loss: 7.95432e-05 | val_loss: 8.206e-05 | Time: 4495.9 ms [2020-11-24 18:58:59 main:574] : INFO : Epoch 83 | loss: 7.91879e-05 | val_loss: 8.05761e-05 | Time: 4490.68 ms [2020-11-24 18:59:03 main:574] : INFO : Epoch 84 | loss: 7.91111e-05 | val_loss: 8.05466e-05 | Time: 4509.67 ms [2020-11-24 18:59:08 main:574] : INFO : Epoch 85 | loss: 7.84256e-05 | val_loss: 7.96298e-05 | Time: 4452.49 ms [2020-11-24 18:59:12 main:574] : INFO : Epoch 86 | loss: 7.79639e-05 | val_loss: 8.04713e-05 | Time: 4543.15 ms [2020-11-24 18:59:17 main:574] : INFO : Epoch 87 | loss: 7.75504e-05 | val_loss: 8.08681e-05 | Time: 4522.45 ms [2020-11-24 18:59:22 main:574] : INFO : Epoch 88 | loss: 7.73177e-05 | val_loss: 7.97075e-05 | Time: 4525.33 ms [2020-11-24 18:59:26 main:574] : INFO : Epoch 89 | loss: 7.6762e-05 | val_loss: 7.82992e-05 | Time: 4489.32 ms [2020-11-24 18:59:31 main:574] : INFO : Epoch 90 | loss: 7.65611e-05 | val_loss: 7.77064e-05 | Time: 4577.47 ms [2020-11-24 18:59:36 main:574] : INFO : Epoch 91 | loss: 7.6027e-05 | val_loss: 7.68889e-05 | Time: 4615.04 ms [2020-11-24 18:59:40 main:574] : INFO : Epoch 92 | loss: 7.55943e-05 | val_loss: 7.67437e-05 | Time: 4583.83 ms [2020-11-24 18:59:45 main:574] : INFO : Epoch 93 | loss: 7.48142e-05 | val_loss: 7.66261e-05 | Time: 4528.04 ms [2020-11-24 18:59:49 main:574] : INFO : Epoch 94 | loss: 7.48477e-05 | val_loss: 7.75007e-05 | Time: 4492.14 ms [2020-11-24 18:59:54 main:574] : INFO : Epoch 95 | loss: 7.42661e-05 | val_loss: 7.60288e-05 | Time: 4486.05 ms [2020-11-24 18:59:59 main:574] : INFO : Epoch 96 | loss: 7.36233e-05 | val_loss: 7.53266e-05 | Time: 4525.73 ms [2020-11-24 19:00:03 main:574] : INFO : Epoch 97 | loss: 7.41585e-05 | val_loss: 7.42241e-05 | Time: 4541.39 ms [2020-11-24 19:00:08 main:574] : INFO : Epoch 98 | loss: 7.28683e-05 | val_loss: 7.55508e-05 | Time: 4510.67 ms [2020-11-24 19:00:12 main:574] : INFO : Epoch 99 | loss: 7.26631e-05 | val_loss: 7.4721e-05 | Time: 4567.23 ms [2020-11-24 19:00:17 main:574] : INFO : Epoch 100 | loss: 7.25169e-05 | val_loss: 7.38041e-05 | Time: 4541.19 ms [2020-11-24 19:00:22 main:574] : INFO : Epoch 101 | loss: 7.2442e-05 | val_loss: 7.44712e-05 | Time: 4489.95 ms [2020-11-24 19:00:26 main:574] : INFO : Epoch 102 | loss: 7.18843e-05 | val_loss: 7.32054e-05 | Time: 4610.81 ms [2020-11-24 19:00:31 main:574] : INFO : Epoch 103 | loss: 7.15844e-05 | val_loss: 7.25101e-05 | Time: 4651.55 ms [2020-11-24 19:00:36 main:574] : INFO : Epoch 104 | loss: 7.11601e-05 | val_loss: 7.34726e-05 | Time: 4649.09 ms [2020-11-24 19:00:40 main:574] : INFO : Epoch 105 | loss: 7.06434e-05 | val_loss: 7.27666e-05 | Time: 4606.77 ms [2020-11-24 19:00:45 main:574] : INFO : Epoch 106 | loss: 7.07543e-05 | val_loss: 7.24028e-05 | Time: 4546.44 ms [2020-11-24 19:00:50 main:574] : INFO : Epoch 107 | loss: 6.98917e-05 | val_loss: 7.22893e-05 | Time: 4527.85 ms [2020-11-24 19:00:54 main:574] : INFO : Epoch 108 | loss: 6.97941e-05 | val_loss: 7.14453e-05 | Time: 4497.68 ms [2020-11-24 19:00:59 main:574] : INFO : Epoch 109 | loss: 6.97132e-05 | val_loss: 7.49598e-05 | Time: 4535.88 ms [2020-11-24 19:01:03 main:574] : INFO : Epoch 110 | loss: 6.9688e-05 | val_loss: 7.0304e-05 | Time: 4565.43 ms [2020-11-24 19:01:08 main:574] : INFO : Epoch 111 | loss: 6.87166e-05 | val_loss: 7.14468e-05 | Time: 4531.81 ms [2020-11-24 19:01:13 main:574] : INFO : Epoch 112 | loss: 6.87715e-05 | val_loss: 7.08645e-05 | Time: 4525.94 ms [2020-11-24 19:01:17 main:574] : INFO : Epoch 113 | loss: 6.82743e-05 | val_loss: 6.97544e-05 | Time: 4501.86 ms [2020-11-24 19:01:22 main:574] : INFO : Epoch 114 | loss: 6.77817e-05 | val_loss: 6.96855e-05 | Time: 4494.04 ms [2020-11-24 19:01:26 main:574] : INFO : Epoch 115 | loss: 6.7468e-05 | val_loss: 6.84807e-05 | Time: 4598.43 ms [2020-11-24 19:01:31 main:574] : INFO : Epoch 116 | loss: 6.70423e-05 | val_loss: 6.82737e-05 | Time: 4621.13 ms [2020-11-24 19:01:36 main:574] : INFO : Epoch 117 | loss: 6.69094e-05 | val_loss: 6.93495e-05 | Time: 4570.47 ms [2020-11-24 19:01:40 main:574] : INFO : Epoch 118 | loss: 6.6699e-05 | val_loss: 6.92054e-05 | Time: 4731 ms [2020-11-24 19:01:45 main:574] : INFO : Epoch 119 | loss: 6.62531e-05 | val_loss: 6.81652e-05 | Time: 4502.41 ms [2020-11-24 19:01:50 main:574] : INFO : Epoch 120 | loss: 6.59674e-05 | val_loss: 6.80729e-05 | Time: 4520.92 ms [2020-11-24 19:01:54 main:574] : INFO : Epoch 121 | loss: 6.55596e-05 | val_loss: 6.70897e-05 | Time: 4511.35 ms [2020-11-24 19:01:59 main:574] : INFO : Epoch 122 | loss: 6.5456e-05 | val_loss: 6.86491e-05 | Time: 4549.91 ms [2020-11-24 19:02:03 main:574] : INFO : Epoch 123 | loss: 6.55114e-05 | val_loss: 6.70544e-05 | Time: 4546.04 ms [2020-11-24 19:02:08 main:574] : INFO : Epoch 124 | loss: 6.45944e-05 | val_loss: 6.62858e-05 | Time: 4497.17 ms [2020-11-24 19:02:13 main:574] : INFO : Epoch 125 | loss: 6.48028e-05 | val_loss: 6.65554e-05 | Time: 4484.63 ms [2020-11-24 19:02:17 main:574] : INFO : Epoch 126 | loss: 6.44292e-05 | val_loss: 6.63212e-05 | Time: 4505.46 ms [2020-11-24 19:02:22 main:574] : INFO : Epoch 127 | loss: 6.41197e-05 | val_loss: 6.57551e-05 | Time: 4539.93 ms [2020-11-24 19:02:26 main:574] : INFO : Epoch 128 | loss: 6.3563e-05 | val_loss: 6.48018e-05 | Time: 4600.35 ms [2020-11-24 19:02:31 main:574] : INFO : Epoch 129 | loss: 6.3553e-05 | val_loss: 6.61241e-05 | Time: 4647.03 ms [2020-11-24 19:02:36 main:574] : INFO : Epoch 130 | loss: 6.36956e-05 | val_loss: 6.46954e-05 | Time: 4618.24 ms [2020-11-24 19:02:40 main:574] : INFO : Epoch 131 | loss: 6.31497e-05 | val_loss: 6.35624e-05 | Time: 4516.04 ms [2020-11-24 19:02:45 main:574] : INFO : Epoch 132 | loss: 6.2711e-05 | val_loss: 6.42511e-05 | Time: 4460.79 ms [2020-11-24 19:02:50 main:574] : INFO : Epoch 133 | loss: 6.23561e-05 | val_loss: 6.4381e-05 | Time: 4555.96 ms [2020-11-24 19:02:54 main:574] : INFO : Epoch 134 | loss: 6.2073e-05 | val_loss: 6.30468e-05 | Time: 4552.4 ms [2020-11-24 19:02:59 main:574] : INFO : Epoch 135 | loss: 6.30134e-05 | val_loss: 6.46696e-05 | Time: 4552.11 ms [2020-11-24 19:03:03 main:574] : INFO : Epoch 136 | loss: 6.16002e-05 | val_loss: 6.4516e-05 | Time: 4464.06 ms [2020-11-24 19:03:08 main:574] : INFO : Epoch 137 | loss: 6.16293e-05 | val_loss: 6.31571e-05 | Time: 4538.39 ms [2020-11-24 19:03:13 main:574] : INFO : Epoch 138 | loss: 6.18749e-05 | val_loss: 6.2861e-05 | Time: 4644.33 ms [2020-11-24 19:03:17 main:574] : INFO : Epoch 139 | loss: 6.08037e-05 | val_loss: 6.25555e-05 | Time: 4496.34 ms [2020-11-24 19:03:22 main:574] : INFO : Epoch 140 | loss: 6.04833e-05 | val_loss: 6.20898e-05 | Time: 4549.83 ms [2020-11-24 19:03:27 main:574] : INFO : Epoch 141 | loss: 6.03429e-05 | val_loss: 6.31049e-05 | Time: 4617.56 ms [2020-11-24 19:03:31 main:574] : INFO : Epoch 142 | loss: 6.01344e-05 | val_loss: 6.2755e-05 | Time: 4598.44 ms [2020-11-24 19:03:36 main:574] : INFO : Epoch 143 | loss: 6.01963e-05 | val_loss: 6.17708e-05 | Time: 4560.44 ms [2020-11-24 19:03:40 main:574] : INFO : Epoch 144 | loss: 5.98332e-05 | val_loss: 6.10647e-05 | Time: 4486.14 ms [2020-11-24 19:03:45 main:574] : INFO : Epoch 145 | loss: 5.93212e-05 | val_loss: 6.13662e-05 | Time: 4554.19 ms [2020-11-24 19:03:50 main:574] : INFO : Epoch 146 | loss: 5.94159e-05 | val_loss: 6.07885e-05 | Time: 4503.75 ms [2020-11-24 19:03:54 main:574] : INFO : Epoch 147 | loss: 5.88821e-05 | val_loss: 6.00452e-05 | Time: 4492.48 ms [2020-11-24 19:03:59 main:574] : INFO : Epoch 148 | loss: 5.87647e-05 | val_loss: 6.1608e-05 | Time: 4569 ms [2020-11-24 19:04:03 main:574] : INFO : Epoch 149 | loss: 5.84607e-05 | val_loss: 6.15721e-05 | Time: 4487.96 ms [2020-11-24 19:04:08 main:574] : INFO : Epoch 150 | loss: 5.88427e-05 | val_loss: 6.04681e-05 | Time: 4565.13 ms [2020-11-24 19:04:13 main:574] : INFO : Epoch 151 | loss: 5.83717e-05 | val_loss: 5.98377e-05 | Time: 4512.25 ms [2020-11-24 19:04:17 main:574] : INFO : Epoch 152 | loss: 5.78762e-05 | val_loss: 5.96909e-05 | Time: 4534.74 ms [2020-11-24 19:04:22 main:574] : INFO : Epoch 153 | loss: 5.75481e-05 | val_loss: 5.91955e-05 | Time: 4573.95 ms [2020-11-24 19:04:27 main:574] : INFO : Epoch 154 | loss: 5.73953e-05 | val_loss: 5.94402e-05 | Time: 4605.07 ms [2020-11-24 19:04:31 main:574] : INFO : Epoch 155 | loss: 5.73341e-05 | val_loss: 5.95283e-05 | Time: 4609.99 ms [2020-11-24 19:04:36 main:574] : INFO : Epoch 156 | loss: 5.70512e-05 | val_loss: 5.89491e-05 | Time: 4514.86 ms [2020-11-24 19:04:40 main:574] : INFO : Epoch 157 | loss: 5.71991e-05 | val_loss: 5.84237e-05 | Time: 4537.07 ms [2020-11-24 19:04:45 main:574] : INFO : Epoch 158 | loss: 5.681e-05 | val_loss: 5.71176e-05 | Time: 4508.85 ms [2020-11-24 19:04:50 main:574] : INFO : Epoch 159 | loss: 5.61535e-05 | val_loss: 5.77481e-05 | Time: 4536.12 ms [2020-11-24 19:04:54 main:574] : INFO : Epoch 160 | loss: 5.58955e-05 | val_loss: 5.69717e-05 | Time: 4496.67 ms [2020-11-24 19:04:59 main:574] : INFO : Epoch 161 | loss: 5.60206e-05 | val_loss: 5.81613e-05 | Time: 4549.43 ms [2020-11-24 19:05:03 main:574] : INFO : Epoch 162 | loss: 5.59677e-05 | val_loss: 5.6873e-05 | Time: 4571.02 ms [2020-11-24 19:05:08 main:574] : INFO : Epoch 163 | loss: 5.54053e-05 | val_loss: 5.69321e-05 | Time: 4499.59 ms [2020-11-24 19:05:13 main:574] : INFO : Epoch 164 | loss: 5.54049e-05 | val_loss: 5.73608e-05 | Time: 4570.84 ms [2020-11-24 19:05:17 main:574] : INFO : Epoch 165 | loss: 5.55488e-05 | val_loss: 5.65453e-05 | Time: 4499.18 ms [2020-11-24 19:05:22 main:574] : INFO : Epoch 166 | loss: 5.51462e-05 | val_loss: 5.57303e-05 | Time: 4600.94 ms [2020-11-24 19:05:27 main:574] : INFO : Epoch 167 | loss: 5.48202e-05 | val_loss: 5.65078e-05 | Time: 4624.96 ms [2020-11-24 19:05:31 main:574] : INFO : Epoch 168 | loss: 5.44004e-05 | val_loss: 5.55208e-05 | Time: 4586.64 ms [2020-11-24 19:05:36 main:574] : INFO : Epoch 169 | loss: 5.45953e-05 | val_loss: 5.57473e-05 | Time: 4493.26 ms [2020-11-24 19:05:40 main:574] : INFO : Epoch 170 | loss: 5.4391e-05 | val_loss: 5.62484e-05 | Time: 4545.54 ms [2020-11-24 19:05:45 main:574] : INFO : Epoch 171 | loss: 5.41599e-05 | val_loss: 5.5431e-05 | Time: 4541.13 ms [2020-11-24 19:05:50 main:574] : INFO : Epoch 172 | loss: 5.38847e-05 | val_loss: 5.52107e-05 | Time: 4531.04 ms [2020-11-24 19:05:54 main:574] : INFO : Epoch 173 | loss: 5.36901e-05 | val_loss: 5.45864e-05 | Time: 4522.56 ms [2020-11-24 19:05:59 main:574] : INFO : Epoch 174 | loss: 5.33566e-05 | val_loss: 5.50939e-05 | Time: 4522.59 ms [2020-11-24 19:06:04 main:574] : INFO : Epoch 175 | loss: 5.3333e-05 | val_loss: 5.55641e-05 | Time: 4611.8 ms [2020-11-24 19:06:08 main:574] : INFO : Epoch 176 | loss: 5.31132e-05 | val_loss: 5.46683e-05 | Time: 4497.7 ms [2020-11-24 19:06:13 main:574] : INFO : Epoch 177 | loss: 5.3124e-05 | val_loss: 5.48668e-05 | Time: 4543.8 ms [2020-11-24 19:06:17 main:574] : INFO : Epoch 178 | loss: 5.27471e-05 | val_loss: 5.3799e-05 | Time: 4616.88 ms [2020-11-24 19:06:22 main:574] : INFO : Epoch 179 | loss: 5.25508e-05 | val_loss: 5.34903e-05 | Time: 4605.79 ms [2020-11-24 19:06:27 main:574] : INFO : Epoch 180 | loss: 5.23362e-05 | val_loss: 5.45758e-05 | Time: 4603.74 ms [2020-11-24 19:06:31 main:574] : INFO : Epoch 181 | loss: 5.21195e-05 | val_loss: 5.39618e-05 | Time: 4560.53 ms [2020-11-24 19:06:36 main:574] : INFO : Epoch 182 | loss: 5.19179e-05 | val_loss: 5.35821e-05 | Time: 4584.42 ms [2020-11-24 19:06:41 main:574] : INFO : Epoch 183 | loss: 5.1679e-05 | val_loss: 5.33666e-05 | Time: 4544.85 ms [2020-11-24 19:06:45 main:574] : INFO : Epoch 184 | loss: 5.15746e-05 | val_loss: 5.30181e-05 | Time: 4549.61 ms [2020-11-24 19:06:50 main:574] : INFO : Epoch 185 | loss: 5.135e-05 | val_loss: 5.29544e-05 | Time: 4546.73 ms [2020-11-24 19:06:54 main:574] : INFO : Epoch 186 | loss: 5.16205e-05 | val_loss: 5.25817e-05 | Time: 4538.63 ms [2020-11-24 19:06:59 main:574] : INFO : Epoch 187 | loss: 5.11827e-05 | val_loss: 5.55639e-05 | Time: 4511.83 ms [2020-11-24 19:07:04 main:574] : INFO : Epoch 188 | loss: 5.13267e-05 | val_loss: 5.21744e-05 | Time: 4504.6 ms [2020-11-24 19:07:08 main:574] : INFO : Epoch 189 | loss: 5.08552e-05 | val_loss: 5.33187e-05 | Time: 4499.13 ms [2020-11-24 19:07:13 main:574] : INFO : Epoch 190 | loss: 5.09022e-05 | val_loss: 5.17226e-05 | Time: 4552.26 ms [2020-11-24 19:07:18 main:574] : INFO : Epoch 191 | loss: 5.0292e-05 | val_loss: 5.16209e-05 | Time: 4617.11 ms [2020-11-24 19:07:22 main:574] : INFO : Epoch 192 | loss: 5.02477e-05 | val_loss: 5.20742e-05 | Time: 4633.79 ms [2020-11-24 19:07:22 main:597] : INFO : Saving trained model to model-final.pt, val_loss 5.20742e-05 [2020-11-24 19:07:22 main:603] : INFO : Saving end state to config to file [2020-11-24 19:07:22 main:608] : INFO : Success, exiting.. 19:07:22 (15864): 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)