Task 3427204
| Name | ParityMachine-1605152153-27418-10_0 |
| Workunit | 1671820 |
| Created | 26 Dec 2020, 7:30:35 UTC |
| Sent | 26 Dec 2020, 13:18:05 UTC |
| Report deadline | 2 Jan 2021, 13:18:05 UTC |
| Received | 26 Dec 2020, 19:40:30 UTC |
| Server state | Over |
| Outcome | Validate error |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6477 |
| Run time | 38 min 57 sec |
| CPU time | 38 min 6 sec |
| Validate state | Invalid |
| Credit | 0.00 |
| Device peak FLOPS | 6,807.13 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.64 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.7</core_client_version> <![CDATA[ <stderr_txt> Time: 2192.73 ms [2020-12-26 18:03:44 main:574] : INFO : Epoch 622 | loss: 0.031228 | val_loss: 0.0312263 | Time: 2234.5 ms [2020-12-26 18:03:47 main:574] : INFO : Epoch 623 | loss: 0.0312285 | val_loss: 0.0312259 | Time: 2315.76 ms [2020-12-26 18:03:49 main:574] : INFO : Epoch 624 | loss: 0.031226 | val_loss: 0.0312231 | Time: 2286.48 ms [2020-12-26 18:03:51 main:574] : INFO : Epoch 625 | loss: 0.0312258 | val_loss: 0.0312289 | Time: 2373.64 ms [2020-12-26 18:03:53 main:574] : INFO : Epoch 626 | loss: 0.0312259 | val_loss: 0.031222 | Time: 2225.6 ms [2020-12-26 18:03:56 main:574] : INFO : Epoch 627 | loss: 0.0312276 | val_loss: 0.0312262 | Time: 2134.95 ms [2020-12-26 18:03:58 main:574] : INFO : Epoch 628 | loss: 0.0312263 | val_loss: 0.0312232 | Time: 2158.97 ms [2020-12-26 18:04:00 main:574] : INFO : Epoch 629 | loss: 0.0312285 | val_loss: 0.031228 | Time: 2377.36 ms [2020-12-26 18:04:03 main:574] : INFO : Epoch 630 | loss: 0.0312277 | val_loss: 0.0312228 | Time: 2372.78 ms [2020-12-26 18:04:05 main:574] : INFO : Epoch 631 | loss: 0.0312262 | val_loss: 0.031222 | Time: 2316.96 ms [2020-12-26 18:04:07 main:574] : INFO : Epoch 632 | loss: 0.031227 | val_loss: 0.0312233 | Time: 2297.4 ms [2020-12-26 18:04:09 main:574] : INFO : Epoch 633 | loss: 0.0312273 | val_loss: 0.03123 | Time: 2148.89 ms [2020-12-26 18:04:12 main:574] : INFO : Epoch 634 | loss: 0.0312308 | val_loss: 0.0312238 | Time: 2188.26 ms [2020-12-26 18:04:14 main:574] : INFO : Epoch 635 | loss: 0.0312254 | val_loss: 0.0312223 | Time: 2187.29 ms [2020-12-26 18:04:16 main:574] : INFO : Epoch 636 | loss: 0.0312254 | val_loss: 0.0312226 | Time: 2339.37 ms [2020-12-26 18:04:18 main:574] : INFO : Epoch 637 | loss: 0.0312253 | val_loss: 0.0312272 | Time: 2363.85 ms [2020-12-26 18:04:21 main:574] : INFO : Epoch 638 | loss: 0.0312255 | val_loss: 0.0312224 | Time: 2336 ms [2020-12-26 18:04:23 main:574] : INFO : Epoch 639 | loss: 0.0312257 | val_loss: 0.0312226 | Time: 2196.65 ms [2020-12-26 18:04:25 main:574] : INFO : Epoch 640 | loss: 0.0312261 | val_loss: 0.0312264 | Time: 2210.81 ms [2020-12-26 18:04:27 main:574] : INFO : Epoch 641 | loss: 0.0312293 | val_loss: 0.0312257 | Time: 2107.27 ms [2020-12-26 18:04:30 main:574] : INFO : Epoch 642 | loss: 0.0312274 | val_loss: 0.0312257 | Time: 2280.81 ms [2020-12-26 18:04:32 main:574] : INFO : Epoch 643 | loss: 0.0312274 | val_loss: 0.0312233 | Time: 2277.25 ms [2020-12-26 18:04:34 main:574] : INFO : Epoch 644 | loss: 0.0312258 | val_loss: 0.0312265 | Time: 2336.82 ms [2020-12-26 18:04:37 main:574] : INFO : Epoch 645 | loss: 0.0312289 | val_loss: 0.0312342 | Time: 2353.55 ms [2020-12-26 18:04:39 main:574] : INFO : Epoch 646 | loss: 0.0312299 | val_loss: 0.0312225 | Time: 2170.22 ms [2020-12-26 18:04:41 main:574] : INFO : Epoch 647 | loss: 0.0312284 | val_loss: 0.0312266 | Time: 2170.61 ms [2020-12-26 18:04:43 main:574] : INFO : Epoch 648 | loss: 0.0312279 | val_loss: 0.031224 | Time: 2229.01 ms [2020-12-26 18:04:46 main:574] : INFO : Epoch 649 | loss: 0.0312257 | val_loss: 0.0312255 | Time: 2336.38 ms [2020-12-26 18:04:48 main:574] : INFO : Epoch 650 | loss: 0.0312278 | val_loss: 0.0312249 | Time: 2338.7 ms [2020-12-26 18:04:50 main:574] : INFO : Epoch 651 | loss: 0.0312281 | val_loss: 0.0312257 | Time: 2316.49 ms [2020-12-26 18:04:52 main:574] : INFO : Epoch 652 | loss: 0.0312271 | val_loss: 0.0312231 | Time: 2258.92 ms [2020-12-26 18:04:55 main:574] : INFO : Epoch 653 | loss: 0.0312254 | val_loss: 0.0312269 | Time: 2116.68 ms [2020-12-26 18:04:57 main:574] : INFO : Epoch 654 | loss: 0.0312271 | val_loss: 0.0312219 | Time: 2170.66 ms [2020-12-26 18:04:59 main:574] : INFO : Epoch 655 | loss: 0.0312245 | val_loss: 0.0312224 | Time: 2214.74 ms [2020-12-26 18:05:01 main:574] : INFO : Epoch 656 | loss: 0.0312245 | val_loss: 0.0312267 | Time: 2379.21 ms [2020-12-26 18:05:04 main:574] : INFO : Epoch 657 | loss: 0.03123 | val_loss: 0.0312306 | Time: 2311.67 ms [2020-12-26 18:05:06 main:574] : INFO : Epoch 658 | loss: 0.0312283 | val_loss: 0.0312219 | Time: 2302.86 ms [2020-12-26 18:05:08 main:574] : INFO : Epoch 659 | loss: 0.0312272 | val_loss: 0.0312323 | Time: 2179.34 ms [2020-12-26 18:05:10 main:574] : INFO : Epoch 660 | loss: 0.0312281 | val_loss: 0.0312241 | Time: 2172.6 ms [2020-12-26 18:05:13 main:574] : INFO : Epoch 661 | loss: 0.0312259 | val_loss: 0.0312331 | Time: 2138.17 ms [2020-12-26 18:05:15 main:574] : INFO : Epoch 662 | loss: 0.031229 | val_loss: 0.0312281 | Time: 2244.13 ms [2020-12-26 18:05:17 main:574] : INFO : Epoch 663 | loss: 0.0312269 | val_loss: 0.0312249 | Time: 2331.39 ms [2020-12-26 18:05:19 main:574] : INFO : Epoch 664 | loss: 0.0312258 | val_loss: 0.0312226 | Time: 2284.17 ms [2020-12-26 18:05:22 main:574] : INFO : Epoch 665 | loss: 0.0312264 | val_loss: 0.0312246 | Time: 2321.75 ms [2020-12-26 18:05:24 main:574] : INFO : Epoch 666 | loss: 0.0312279 | val_loss: 0.031223 | Time: 2124.63 ms [2020-12-26 18:05:26 main:574] : INFO : Epoch 667 | loss: 0.0312246 | val_loss: 0.0312222 | Time: 2126.56 ms [2020-12-26 18:05:28 main:574] : INFO : Epoch 668 | loss: 0.0312259 | val_loss: 0.0312239 | Time: 2119.14 ms [2020-12-26 18:05:30 main:574] : INFO : Epoch 669 | loss: 0.0312262 | val_loss: 0.0312236 | Time: 2327.08 ms [2020-12-26 18:05:33 main:574] : INFO : Epoch 670 | loss: 0.031226 | val_loss: 0.0312235 | Time: 2347.65 ms [2020-12-26 18:05:35 main:574] : INFO : Epoch 671 | loss: 0.0312271 | val_loss: 0.0312228 | Time: 2272.92 ms [2020-12-26 18:05:37 main:574] : INFO : Epoch 672 | loss: 0.0312278 | val_loss: 0.0312229 | Time: 2317.69 ms [2020-12-26 18:05:40 main:574] : INFO : Epoch 673 | loss: 0.0312269 | val_loss: 0.0312279 | Time: 2140.88 ms [2020-12-26 18:05:42 main:574] : INFO : Epoch 674 | loss: 0.0312265 | val_loss: 0.0312254 | Time: 2164.82 ms [2020-12-26 18:05:44 main:574] : INFO : Epoch 675 | loss: 0.031227 | val_loss: 0.0312245 | Time: 2237.02 ms [2020-12-26 18:05:46 main:574] : INFO : Epoch 676 | loss: 0.0312253 | val_loss: 0.0312238 | Time: 2361.79 ms [2020-12-26 18:05:49 main:574] : INFO : Epoch 677 | loss: 0.0312288 | val_loss: 0.0312296 | Time: 2322.29 ms [2020-12-26 18:05:51 main:574] : INFO : Epoch 678 | loss: 0.0312269 | val_loss: 0.0312266 | Time: 2304.94 ms [2020-12-26 18:05:53 main:574] : INFO : Epoch 679 | loss: 0.0312252 | val_loss: 0.0312224 | Time: 2183.56 ms [2020-12-26 18:05:55 main:574] : INFO : Epoch 680 | loss: 0.0312247 | val_loss: 0.0312234 | Time: 2080.56 ms [2020-12-26 18:05:57 main:574] : INFO : Epoch 681 | loss: 0.0312265 | val_loss: 0.0312226 | Time: 2159.81 ms [2020-12-26 18:06:00 main:574] : INFO : Epoch 682 | loss: 0.0312269 | val_loss: 0.0312237 | Time: 2252.45 ms [2020-12-26 18:06:02 main:574] : INFO : Epoch 683 | loss: 0.0312269 | val_loss: 0.0312283 | Time: 2400.27 ms [2020-12-26 18:06:04 main:574] : INFO : Epoch 684 | loss: 0.0312264 | val_loss: 0.031223 | Time: 2337.53 ms [2020-12-26 18:06:07 main:574] : INFO : Epoch 685 | loss: 0.0312264 | val_loss: 0.0312246 | Time: 2317.63 ms [2020-12-26 18:06:09 main:574] : INFO : Epoch 686 | loss: 0.031226 | val_loss: 0.031222 | Time: 2127.83 ms [2020-12-26 18:06:11 main:574] : INFO : Epoch 687 | loss: 0.0312269 | val_loss: 0.0312371 | Time: 2171.74 ms [2020-12-26 18:06:13 main:574] : INFO : Epoch 688 | loss: 0.0312328 | val_loss: 0.0312252 | Time: 2100.62 ms [2020-12-26 18:06:16 main:574] : INFO : Epoch 689 | loss: 0.0314026 | val_loss: 0.0369287 | Time: 2273.64 ms [2020-12-26 18:06:18 main:574] : INFO : Epoch 690 | loss: 0.0740509 | val_loss: 0.035397 | Time: 2351.41 ms [2020-12-26 18:06:20 main:574] : INFO : Epoch 691 | loss: 0.0390961 | val_loss: 0.031521 | Time: 2307.56 ms [2020-12-26 18:06:22 main:574] : INFO : Epoch 692 | loss: 0.0321174 | val_loss: 0.0318545 | Time: 2269.36 ms [2020-12-26 18:06:25 main:574] : INFO : Epoch 693 | loss: 0.0314209 | val_loss: 0.0313506 | Time: 2118.5 ms [2020-12-26 18:06:27 main:574] : INFO : Epoch 694 | loss: 0.031292 | val_loss: 0.0312673 | Time: 2122.79 ms [2020-12-26 18:06:29 main:574] : INFO : Epoch 695 | loss: 0.0312692 | val_loss: 0.0312657 | Time: 2141.82 ms [2020-12-26 18:06:31 main:574] : INFO : Epoch 696 | loss: 0.0312643 | val_loss: 0.031263 | Time: 2305.78 ms [2020-12-26 18:06:34 main:574] : INFO : Epoch 697 | loss: 0.0312626 | val_loss: 0.0312619 | Time: 2341.7 ms [2020-12-26 18:06:36 main:574] : INFO : Epoch 698 | loss: 0.0312617 | val_loss: 0.0312612 | Time: 2338.82 ms [2020-12-26 18:06:38 main:574] : INFO : Epoch 699 | loss: 0.0312608 | val_loss: 0.0312602 | Time: 2259.02 ms [2020-12-26 18:06:40 main:574] : INFO : Epoch 700 | loss: 0.0312601 | val_loss: 0.0312595 | Time: 2125.39 ms [2020-12-26 18:06:42 main:574] : INFO : Epoch 701 | loss: 0.0312594 | val_loss: 0.0312589 | Time: 2170.63 ms [2020-12-26 18:06:45 main:574] : INFO : Epoch 702 | loss: 0.0312587 | val_loss: 0.0312582 | Time: 2239.51 ms [2020-12-26 18:06:47 main:574] : INFO : Epoch 703 | loss: 0.031258 | val_loss: 0.0312578 | Time: 2271.23 ms [2020-12-26 18:06:49 main:574] : INFO : Epoch 704 | loss: 0.0312575 | val_loss: 0.0312571 | Time: 2282.26 ms [2020-12-26 18:06:52 main:574] : INFO : Epoch 705 | loss: 0.0312568 | val_loss: 0.0312565 | Time: 2299.35 ms [2020-12-26 18:06:54 main:574] : INFO : Epoch 706 | loss: 0.0312564 | val_loss: 0.0312561 | Time: 2167.8 ms [2020-12-26 18:06:56 main:574] : INFO : Epoch 707 | loss: 0.0312559 | val_loss: 0.0312557 | Time: 2132.03 ms [2020-12-26 18:06:58 main:574] : INFO : Epoch 708 | loss: 0.0312555 | val_loss: 0.0312551 | Time: 2158.3 ms [2020-12-26 18:07:00 main:574] : INFO : Epoch 709 | loss: 0.0312551 | val_loss: 0.0312549 | Time: 2319.36 ms [2020-12-26 18:07:03 main:574] : INFO : Epoch 710 | loss: 0.0312546 | val_loss: 0.0312543 | Time: 2317.04 ms [2020-12-26 18:07:05 main:574] : INFO : Epoch 711 | loss: 0.0312542 | val_loss: 0.031254 | Time: 2329.18 ms [2020-12-26 18:07:07 main:574] : INFO : Epoch 712 | loss: 0.0312538 | val_loss: 0.0312539 | Time: 2301.97 ms [2020-12-26 18:07:10 main:574] : INFO : Epoch 713 | loss: 0.0312535 | val_loss: 0.0312533 | Time: 2143.6 ms [2020-12-26 18:07:12 main:574] : INFO : Epoch 714 | loss: 0.0312531 | val_loss: 0.0312529 | Time: 2100.89 ms [2020-12-26 18:07:14 main:574] : INFO : Epoch 715 | loss: 0.0312527 | val_loss: 0.0312525 | Time: 2143.83 ms [2020-12-26 18:07:16 main:574] : INFO : Epoch 716 | loss: 0.0312525 | val_loss: 0.0312523 | Time: 2262.25 ms [2020-12-26 18:07:18 main:574] : INFO : Epoch 717 | loss: 0.0312521 | val_loss: 0.0312519 | Time: 2339.43 ms [2020-12-26 18:07:21 main:574] : INFO : Epoch 718 | loss: 0.0312518 | val_loss: 0.0312516 | Time: 2291.93 ms [2020-12-26 18:07:23 main:574] : INFO : Epoch 719 | loss: 0.0312515 | val_loss: 0.0312513 | Time: 2267.13 ms [2020-12-26 18:07:25 main:574] : INFO : Epoch 720 | loss: 0.0312512 | val_loss: 0.031251 | Time: 2091.74 ms [2020-12-26 18:07:27 main:574] : INFO : Epoch 721 | loss: 0.0312509 | val_loss: 0.0312507 | Time: 2171.33 ms [2020-12-26 18:07:29 main:574] : INFO : Epoch 722 | loss: 0.0312506 | val_loss: 0.0312504 | Time: 2147.96 ms [2020-12-26 18:07:32 main:574] : INFO : Epoch 723 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 2393.03 ms [2020-12-26 18:07:34 main:574] : INFO : Epoch 724 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 2331.11 ms [2020-12-26 18:07:36 main:574] : INFO : Epoch 725 | loss: 0.0312499 | val_loss: 0.0312496 | Time: 2333.18 ms [2020-12-26 18:07:39 main:574] : INFO : Epoch 726 | loss: 0.0312496 | val_loss: 0.0312493 | Time: 2209.58 ms [2020-12-26 18:07:41 main:574] : INFO : Epoch 727 | loss: 0.0312493 | val_loss: 0.0312491 | Time: 2132.87 ms [2020-12-26 18:07:43 main:574] : INFO : Epoch 728 | loss: 0.031249 | val_loss: 0.0312489 | Time: 2128.51 ms [2020-12-26 18:07:45 main:574] : INFO : Epoch 729 | loss: 0.0312488 | val_loss: 0.0312486 | Time: 2262.49 ms [2020-12-26 18:07:48 main:574] : INFO : Epoch 730 | loss: 0.0312486 | val_loss: 0.0312484 | Time: 2371.34 ms [2020-12-26 18:07:50 main:574] : INFO : Epoch 731 | loss: 0.0312483 | val_loss: 0.0312481 | Time: 2296.98 ms [2020-12-26 18:07:52 main:574] : INFO : Epoch 732 | loss: 0.0312481 | val_loss: 0.0312479 | Time: 2289.95 ms [2020-12-26 18:07:54 main:574] : INFO : Epoch 733 | loss: 0.0312479 | val_loss: 0.0312476 | Time: 2163.07 ms [2020-12-26 18:07:57 main:574] : INFO : Epoch 734 | loss: 0.0312478 | val_loss: 0.0312474 | Time: 2108.09 ms [2020-12-26 18:07:59 main:574] : INFO : Epoch 735 | loss: 0.0312477 | val_loss: 0.0312472 | Time: 2156.34 ms [2020-12-26 18:08:01 main:574] : INFO : Epoch 736 | loss: 0.0312473 | val_loss: 0.0312469 | Time: 2358.52 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: GeForce GTX 1070) [2020-12-26 19:29:21 main:435] : INFO : Set logging level to 1 [2020-12-26 19:29:21 main:441] : INFO : Running in BOINC Client mode [2020-12-26 19:29:21 main:444] : INFO : Resolving all filenames [2020-12-26 19:29:21 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 (exists = 1) [2020-12-26 19:29:21 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-1605152153-27418-10_0_r716090259_1 (exists = 1) [2020-12-26 19:29:21 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-1605152153-27418-10_0_r716090259_0 (exists = 0) [2020-12-26 19:29:21 main:452] : INFO : Resolved: model-input.pt => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-1605152153-27418-10 (exists = 1) [2020-12-26 19:29:21 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2020-12-26 19:29:21 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 [2020-12-26 19:29:21 main:474] : INFO : Configuration: [2020-12-26 19:29:21 main:475] : INFO : Model type: GRU [2020-12-26 19:29:21 main:476] : INFO : Validation Loss Threshold: 0.0001 [2020-12-26 19:29:21 main:477] : INFO : Max Epochs: 1024 [2020-12-26 19:29:21 main:478] : INFO : Batch Size: 128 [2020-12-26 19:29:21 main:479] : INFO : Learning Rate: 0.01 [2020-12-26 19:29:21 main:480] : INFO : Patience: 10 [2020-12-26 19:29:21 main:481] : INFO : Hidden Width: 12 [2020-12-26 19:29:21 main:482] : INFO : # Recurrent Layers: 4 [2020-12-26 19:29:21 main:483] : INFO : # Backend Layers: 4 [2020-12-26 19:29:21 main:484] : INFO : # Threads: 1 [2020-12-26 19:29:21 main:486] : INFO : Preparing Dataset [2020-12-26 19:29:21 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2020-12-26 19:29:21 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2020-12-26 19:29:25 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2020-12-26 19:29:25 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2020-12-26 19:29:25 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2020-12-26 19:29:25 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2020-12-26 19:29:25 main:494] : INFO : Creating Model [2020-12-26 19:29:25 main:507] : INFO : Preparing config file [2020-12-26 19:29:25 main:511] : INFO : Found checkpoint, attempting to load... [2020-12-26 19:29:25 main:512] : INFO : Loading config [2020-12-26 19:29:25 main:514] : INFO : Loading state [2020-12-26 19:29:26 main:559] : INFO : Loading DataLoader into Memory [2020-12-26 19:29:26 main:562] : INFO : Starting Training [2020-12-26 19:29:29 main:574] : INFO : Epoch 728 | loss: 0.0323074 | val_loss: 0.0316062 | Time: 2935.8 ms [2020-12-26 19:29:32 main:574] : INFO : Epoch 729 | loss: 0.0313372 | val_loss: 0.0312756 | Time: 2653.7 ms [2020-12-26 19:29:35 main:574] : INFO : Epoch 730 | loss: 0.0312603 | val_loss: 0.0312538 | Time: 2721.13 ms [2020-12-26 19:29:37 main:574] : INFO : Epoch 731 | loss: 0.031248 | val_loss: 0.0312433 | Time: 2714.61 ms [2020-12-26 19:29:40 main:574] : INFO : Epoch 732 | loss: 0.031242 | val_loss: 0.0312397 | Time: 2641.47 ms [2020-12-26 19:29:43 main:574] : INFO : Epoch 733 | loss: 0.0312391 | val_loss: 0.0312367 | Time: 2641.19 ms [2020-12-26 19:29:45 main:574] : INFO : Epoch 734 | loss: 0.0312366 | val_loss: 0.0312341 | Time: 2702.61 ms [2020-12-26 19:29:48 main:574] : INFO : Epoch 735 | loss: 0.0312342 | val_loss: 0.031232 | Time: 2481.33 ms [2020-12-26 19:29:50 main:574] : INFO : Epoch 736 | loss: 0.0312328 | val_loss: 0.0312285 | Time: 2585.58 ms [2020-12-26 19:29:53 main:574] : INFO : Epoch 737 | loss: 0.0312309 | val_loss: 0.0312312 | Time: 2641.88 ms [2020-12-26 19:29:56 main:574] : INFO : Epoch 738 | loss: 0.0312293 | val_loss: 0.0312256 | Time: 2565.09 ms [2020-12-26 19:29:58 main:574] : INFO : Epoch 739 | loss: 0.0312277 | val_loss: 0.0312274 | Time: 2535.75 ms [2020-12-26 19:30:01 main:574] : INFO : Epoch 740 | loss: 0.0312278 | val_loss: 0.0312304 | Time: 2469.41 ms [2020-12-26 19:30:03 main:574] : INFO : Epoch 741 | loss: 0.031227 | val_loss: 0.0312249 | Time: 2380.3 ms [2020-12-26 19:30:06 main:574] : INFO : Epoch 742 | loss: 0.0312295 | val_loss: 0.0312237 | Time: 2430.88 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: GeForce GTX 1070) [2020-12-26 19:33:13 main:435] : INFO : Set logging level to 1 [2020-12-26 19:33:13 main:441] : INFO : Running in BOINC Client mode [2020-12-26 19:33:13 main:444] : INFO : Resolving all filenames [2020-12-26 19:33:13 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 (exists = 1) [2020-12-26 19:33:13 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-1605152153-27418-10_0_r716090259_1 (exists = 1) [2020-12-26 19:33:13 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-1605152153-27418-10_0_r716090259_0 (exists = 0) [2020-12-26 19:33:13 main:452] : INFO : Resolved: model-input.pt => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-1605152153-27418-10 (exists = 1) [2020-12-26 19:33:13 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2020-12-26 19:33:13 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 [2020-12-26 19:33:13 main:474] : INFO : Configuration: [2020-12-26 19:33:13 main:475] : INFO : Model type: GRU [2020-12-26 19:33:13 main:476] : INFO : Validation Loss Threshold: 0.0001 [2020-12-26 19:33:13 main:477] : INFO : Max Epochs: 1024 [2020-12-26 19:33:13 main:478] : INFO : Batch Size: 128 [2020-12-26 19:33:13 main:479] : INFO : Learning Rate: 0.01 [2020-12-26 19:33:13 main:480] : INFO : Patience: 10 [2020-12-26 19:33:13 main:481] : INFO : Hidden Width: 12 [2020-12-26 19:33:13 main:482] : INFO : # Recurrent Layers: 4 [2020-12-26 19:33:13 main:483] : INFO : # Backend Layers: 4 [2020-12-26 19:33:13 main:484] : INFO : # Threads: 1 [2020-12-26 19:33:13 main:486] : INFO : Preparing Dataset [2020-12-26 19:33:13 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2020-12-26 19:33:14 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2020-12-26 19:33:17 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2020-12-26 19:33:17 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2020-12-26 19:33:17 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2020-12-26 19:33:17 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2020-12-26 19:33:17 main:494] : INFO : Creating Model [2020-12-26 19:33:17 main:507] : INFO : Preparing config file [2020-12-26 19:33:17 main:511] : INFO : Found checkpoint, attempting to load... [2020-12-26 19:33:17 main:512] : INFO : Loading config [2020-12-26 19:33:17 main:514] : INFO : Loading state [2020-12-26 19:33:18 main:559] : INFO : Loading DataLoader into Memory [2020-12-26 19:33:18 main:562] : INFO : Starting Training [2020-12-26 19:33:21 main:574] : INFO : Epoch 728 | loss: 0.032305 | val_loss: 0.0315574 | Time: 2780.27 ms [2020-12-26 19:33:23 main:574] : INFO : Epoch 729 | loss: 0.031333 | val_loss: 0.0312881 | Time: 2343.74 ms [2020-12-26 19:33:26 main:574] : INFO : Epoch 730 | loss: 0.0312605 | val_loss: 0.031249 | Time: 2217.48 ms [2020-12-26 19:33:28 main:574] : INFO : Epoch 731 | loss: 0.0312458 | val_loss: 0.0312412 | Time: 2186.81 ms [2020-12-26 19:33:30 main:574] : INFO : Epoch 732 | loss: 0.03124 | val_loss: 0.0312369 | Time: 2210.18 ms [2020-12-26 19:33:32 main:574] : INFO : Epoch 733 | loss: 0.0312364 | val_loss: 0.0312333 | Time: 2347.61 ms [2020-12-26 19:33:35 main:574] : INFO : Epoch 734 | loss: 0.0312332 | val_loss: 0.0312298 | Time: 2436.9 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: GeForce GTX 1070) [2020-12-26 19:42:57 main:435] : INFO : Set logging level to 1 [2020-12-26 19:42:57 main:441] : INFO : Running in BOINC Client mode [2020-12-26 19:42:57 main:444] : INFO : Resolving all filenames [2020-12-26 19:42:57 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 (exists = 1) [2020-12-26 19:42:57 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-1605152153-27418-10_0_r716090259_1 (exists = 1) [2020-12-26 19:42:57 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-1605152153-27418-10_0_r716090259_0 (exists = 0) [2020-12-26 19:42:57 main:452] : INFO : Resolved: model-input.pt => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-1605152153-27418-10 (exists = 1) [2020-12-26 19:42:57 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2020-12-26 19:42:57 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 [2020-12-26 19:42:57 main:474] : INFO : Configuration: [2020-12-26 19:42:57 main:475] : INFO : Model type: GRU [2020-12-26 19:42:57 main:476] : INFO : Validation Loss Threshold: 0.0001 [2020-12-26 19:42:57 main:477] : INFO : Max Epochs: 1024 [2020-12-26 19:42:57 main:478] : INFO : Batch Size: 128 [2020-12-26 19:42:57 main:479] : INFO : Learning Rate: 0.01 [2020-12-26 19:42:57 main:480] : INFO : Patience: 10 [2020-12-26 19:42:57 main:481] : INFO : Hidden Width: 12 [2020-12-26 19:42:57 main:482] : INFO : # Recurrent Layers: 4 [2020-12-26 19:42:57 main:483] : INFO : # Backend Layers: 4 [2020-12-26 19:42:57 main:484] : INFO : # Threads: 1 [2020-12-26 19:42:57 main:486] : INFO : Preparing Dataset [2020-12-26 19:42:57 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2020-12-26 19:42:57 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2020-12-26 19:43:00 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2020-12-26 19:43:00 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2020-12-26 19:43:00 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2020-12-26 19:43:00 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2020-12-26 19:43:00 main:494] : INFO : Creating Model [2020-12-26 19:43:00 main:507] : INFO : Preparing config file [2020-12-26 19:43:00 main:511] : INFO : Found checkpoint, attempting to load... [2020-12-26 19:43:00 main:512] : INFO : Loading config [2020-12-26 19:43:00 main:514] : INFO : Loading state [2020-12-26 19:43:01 main:559] : INFO : Loading DataLoader into Memory [2020-12-26 19:43:01 main:562] : INFO : Starting Training [2020-12-26 19:43:04 main:574] : INFO : Epoch 728 | loss: 0.0322771 | val_loss: 0.031549 | Time: 2557.35 ms [2020-12-26 19:43:06 main:574] : INFO : Epoch 729 | loss: 0.0313358 | val_loss: 0.031275 | Time: 2243.39 ms [2020-12-26 19:43:09 main:574] : INFO : Epoch 730 | loss: 0.0312606 | val_loss: 0.0312544 | Time: 2357.95 ms [2020-12-26 19:43:11 main:574] : INFO : Epoch 731 | loss: 0.0312486 | val_loss: 0.0312468 | Time: 2331.62 ms [2020-12-26 19:43:13 main:574] : INFO : Epoch 732 | loss: 0.0312439 | val_loss: 0.0312415 | Time: 2368.21 ms [2020-12-26 19:43:15 main:574] : INFO : Epoch 733 | loss: 0.0312401 | val_loss: 0.0312386 | Time: 2195.91 ms [2020-12-26 19:43:18 main:574] : INFO : Epoch 734 | loss: 0.0312376 | val_loss: 0.0312356 | Time: 2170.07 ms [2020-12-26 19:43:20 main:574] : INFO : Epoch 735 | loss: 0.0312356 | val_loss: 0.0312341 | Time: 2172.66 ms [2020-12-26 19:43:22 main:574] : INFO : Epoch 736 | loss: 0.0312332 | val_loss: 0.0312309 | Time: 2281.18 ms [2020-12-26 19:43:24 main:574] : INFO : Epoch 737 | loss: 0.0312307 | val_loss: 0.0312287 | Time: 2357.73 ms [2020-12-26 19:43:27 main:574] : INFO : Epoch 738 | loss: 0.0312281 | val_loss: 0.0312238 | Time: 2376.5 ms [2020-12-26 19:43:29 main:574] : INFO : Epoch 739 | loss: 0.0312263 | val_loss: 0.0312255 | Time: 2381.13 ms [2020-12-26 19:43:31 main:574] : INFO : Epoch 740 | loss: 0.0312257 | val_loss: 0.0312304 | Time: 2169.34 ms [2020-12-26 19:43:34 main:574] : INFO : Epoch 741 | loss: 0.0312302 | val_loss: 0.0312312 | Time: 2198.04 ms [2020-12-26 19:43:36 main:574] : INFO : Epoch 742 | loss: 0.0312249 | val_loss: 0.0312222 | Time: 2187.26 ms [2020-12-26 19:43:38 main:574] : INFO : Epoch 743 | loss: 0.0312254 | val_loss: 0.0312233 | Time: 2369.53 ms [2020-12-26 19:43:41 main:574] : INFO : Epoch 744 | loss: 0.0312285 | val_loss: 0.0312247 | Time: 2379.26 ms [2020-12-26 19:43:43 main:574] : INFO : Epoch 745 | loss: 0.0312291 | val_loss: 0.0312295 | Time: 2380.27 ms [2020-12-26 19:43:45 main:574] : INFO : Epoch 746 | loss: 0.0312266 | val_loss: 0.0312244 | Time: 2343.48 ms [2020-12-26 19:43:47 main:574] : INFO : Epoch 747 | loss: 0.0312258 | val_loss: 0.031226 | Time: 2157.84 ms [2020-12-26 19:43:50 main:574] : INFO : Epoch 748 | loss: 0.0312285 | val_loss: 0.0312308 | Time: 2171.25 ms [2020-12-26 19:43:52 main:574] : INFO : Epoch 749 | loss: 0.0312316 | val_loss: 0.0312306 | Time: 2311.53 ms [2020-12-26 19:43:54 main:574] : INFO : Epoch 750 | loss: 0.0312317 | val_loss: 0.0312343 | Time: 2407.56 ms [2020-12-26 19:43:57 main:574] : INFO : Epoch 751 | loss: 0.0312307 | val_loss: 0.0312295 | Time: 2375.82 ms [2020-12-26 19:43:59 main:574] : INFO : Epoch 752 | loss: 0.0312343 | val_loss: 0.0312322 | Time: 2335.36 ms [2020-12-26 19:44:01 main:574] : INFO : Epoch 753 | loss: 0.0312325 | val_loss: 0.0312374 | Time: 2284.19 ms [2020-12-26 19:44:04 main:574] : INFO : Epoch 754 | loss: 0.0312338 | val_loss: 0.0312312 | Time: 2193.84 ms [2020-12-26 19:44:06 main:574] : INFO : Epoch 755 | loss: 0.0312337 | val_loss: 0.0312343 | Time: 2211.57 ms [2020-12-26 19:44:08 main:574] : INFO : Epoch 756 | loss: 0.0312333 | val_loss: 0.0312315 | Time: 2361.89 ms [2020-12-26 19:44:11 main:574] : INFO : Epoch 757 | loss: 0.0312312 | val_loss: 0.0312325 | Time: 2365.46 ms [2020-12-26 19:44:13 main:574] : INFO : Epoch 758 | loss: 0.0312306 | val_loss: 0.0312291 | Time: 2354.13 ms [2020-12-26 19:44:15 main:574] : INFO : Epoch 759 | loss: 0.0312304 | val_loss: 0.0312347 | Time: 2279.13 ms [2020-12-26 19:44:17 main:574] : INFO : Epoch 760 | loss: 0.0312321 | val_loss: 0.0312294 | Time: 2193.48 ms [2020-12-26 19:44:20 main:574] : INFO : Epoch 761 | loss: 0.031239 | val_loss: 0.0312312 | Time: 2166.51 ms [2020-12-26 19:44:22 main:574] : INFO : Epoch 762 | loss: 0.0312326 | val_loss: 0.0312298 | Time: 2275.86 ms [2020-12-26 19:44:24 main:574] : INFO : Epoch 763 | loss: 0.0312319 | val_loss: 0.0312296 | Time: 2388.21 ms [2020-12-26 19:44:27 main:574] : INFO : Epoch 764 | loss: 0.0312318 | val_loss: 0.0312304 | Time: 2359.73 ms [2020-12-26 19:44:29 main:574] : INFO : Epoch 765 | loss: 0.0312308 | val_loss: 0.0312318 | Time: 2354.39 ms [2020-12-26 19:44:31 main:574] : INFO : Epoch 766 | loss: 0.0312309 | val_loss: 0.0312302 | Time: 2194.62 ms [2020-12-26 19:44:33 main:574] : INFO : Epoch 767 | loss: 0.0312305 | val_loss: 0.0312319 | Time: 2193.71 ms [2020-12-26 19:44:36 main:574] : INFO : Epoch 768 | loss: 0.0312315 | val_loss: 0.0312295 | Time: 2139.46 ms [2020-12-26 19:44:38 main:574] : INFO : Epoch 769 | loss: 0.0312322 | val_loss: 0.0312323 | Time: 2351.08 ms [2020-12-26 19:44:40 main:574] : INFO : Epoch 770 | loss: 0.0312326 | val_loss: 0.0312295 | Time: 2371.07 ms [2020-12-26 19:44:43 main:574] : INFO : Epoch 771 | loss: 0.0312318 | val_loss: 0.0312306 | Time: 2398.12 ms [2020-12-26 19:44:45 main:574] : INFO : Epoch 772 | loss: 0.0312306 | val_loss: 0.0312295 | Time: 2477.72 ms [2020-12-26 19:44:48 main:574] : INFO : Epoch 773 | loss: 0.031231 | val_loss: 0.0312427 | Time: 2323.16 ms [2020-12-26 19:44:50 main:574] : INFO : Epoch 774 | loss: 0.0312326 | val_loss: 0.0312295 | Time: 2167.15 ms [2020-12-26 19:44:52 main:574] : INFO : Epoch 775 | loss: 0.0312306 | val_loss: 0.0312291 | Time: 2254.06 ms [2020-12-26 19:44:54 main:574] : INFO : Epoch 776 | loss: 0.0312343 | val_loss: 0.0312294 | Time: 2385.8 ms [2020-12-26 19:44:57 main:574] : INFO : Epoch 777 | loss: 0.031231 | val_loss: 0.0312369 | Time: 2376.85 ms [2020-12-26 19:44:59 main:574] : INFO : Epoch 778 | loss: 0.0312329 | val_loss: 0.031238 | Time: 2404 ms [2020-12-26 19:45:01 main:574] : INFO : Epoch 779 | loss: 0.0312331 | val_loss: 0.0312345 | Time: 2289.26 ms [2020-12-26 19:45:04 main:574] : INFO : Epoch 780 | loss: 0.0312364 | val_loss: 0.0312309 | Time: 2201.68 ms [2020-12-26 19:45:06 main:574] : INFO : Epoch 781 | loss: 0.0312366 | val_loss: 0.0312365 | Time: 2199.78 ms [2020-12-26 19:45:08 main:574] : INFO : Epoch 782 | loss: 0.0312425 | val_loss: 0.0312327 | Time: 2306.27 ms [2020-12-26 19:45:11 main:574] : INFO : Epoch 783 | loss: 0.0312337 | val_loss: 0.0312329 | Time: 2355.18 ms [2020-12-26 19:45:13 main:574] : INFO : Epoch 784 | loss: 0.0312334 | val_loss: 0.0312321 | Time: 2335.96 ms [2020-12-26 19:45:15 main:574] : INFO : Epoch 785 | loss: 0.0312348 | val_loss: 0.0312325 | Time: 2312.4 ms [2020-12-26 19:45:17 main:574] : INFO : Epoch 786 | loss: 0.0312334 | val_loss: 0.0312365 | Time: 2141.42 ms [2020-12-26 19:45:20 main:574] : INFO : Epoch 787 | loss: 0.031235 | val_loss: 0.0312341 | Time: 2205.02 ms [2020-12-26 19:45:22 main:574] : INFO : Epoch 788 | loss: 0.0312339 | val_loss: 0.0312321 | Time: 2233.26 ms [2020-12-26 19:45:24 main:574] : INFO : Epoch 789 | loss: 0.0312333 | val_loss: 0.0312321 | Time: 2389.45 ms [2020-12-26 19:45:27 main:574] : INFO : Epoch 790 | loss: 0.0312321 | val_loss: 0.031233 | Time: 2388.46 ms [2020-12-26 19:45:29 main:574] : INFO : Epoch 791 | loss: 0.0312355 | val_loss: 0.0312336 | Time: 2406.46 ms [2020-12-26 19:45:31 main:574] : INFO : Epoch 792 | loss: 0.0312377 | val_loss: 0.0312384 | Time: 2266.25 ms [2020-12-26 19:45:34 main:574] : INFO : Epoch 793 | loss: 0.0312355 | val_loss: 0.0312319 | Time: 2177.03 ms [2020-12-26 19:45:36 main:574] : INFO : Epoch 794 | loss: 0.0312321 | val_loss: 0.0312319 | Time: 2165.31 ms [2020-12-26 19:45:38 main:574] : INFO : Epoch 795 | loss: 0.0312318 | val_loss: 0.0312337 | Time: 2329.37 ms [2020-12-26 19:45:40 main:574] : INFO : Epoch 796 | loss: 0.0312321 | val_loss: 0.0312344 | Time: 2374.16 ms [2020-12-26 19:45:43 main:574] : INFO : Epoch 797 | loss: 0.0312321 | val_loss: 0.0312361 | Time: 2364.09 ms [2020-12-26 19:45:45 main:574] : INFO : Epoch 798 | loss: 0.0312329 | val_loss: 0.0312327 | Time: 2340.53 ms [2020-12-26 19:45:47 main:574] : INFO : Epoch 799 | loss: 0.0312362 | val_loss: 0.0312327 | Time: 2222.06 ms [2020-12-26 19:45:50 main:574] : INFO : Epoch 800 | loss: 0.0312363 | val_loss: 0.0312402 | Time: 2170.5 ms [2020-12-26 19:45:52 main:574] : INFO : Epoch 801 | loss: 0.0312341 | val_loss: 0.0312332 | Time: 2243.63 ms [2020-12-26 19:45:54 main:574] : INFO : Epoch 802 | loss: 0.0312361 | val_loss: 0.0312317 | Time: 2362.55 ms [2020-12-26 19:45:57 main:574] : INFO : Epoch 803 | loss: 0.0312321 | val_loss: 0.031232 | Time: 2369.16 ms [2020-12-26 19:45:59 main:574] : INFO : Epoch 804 | loss: 0.0312319 | val_loss: 0.0312312 | Time: 2383.04 ms [2020-12-26 19:46:01 main:574] : INFO : Epoch 805 | loss: 0.0312357 | val_loss: 0.0312342 | Time: 2380.97 ms [2020-12-26 19:46:04 main:574] : INFO : Epoch 806 | loss: 0.0312328 | val_loss: 0.0312316 | Time: 2173.31 ms [2020-12-26 19:46:06 main:574] : INFO : Epoch 807 | loss: 0.0312334 | val_loss: 0.0312318 | Time: 2195.09 ms [2020-12-26 19:46:08 main:574] : INFO : Epoch 808 | loss: 0.031233 | val_loss: 0.0312307 | Time: 2294.54 ms [2020-12-26 19:46:10 main:574] : INFO : Epoch 809 | loss: 0.031232 | val_loss: 0.0312311 | Time: 2400.45 ms [2020-12-26 19:46:13 main:574] : INFO : Epoch 810 | loss: 0.031233 | val_loss: 0.0312392 | Time: 2358.78 ms [2020-12-26 19:46:15 main:574] : INFO : Epoch 811 | loss: 0.0312334 | val_loss: 0.0312328 | Time: 2351.96 ms [2020-12-26 19:46:17 main:574] : INFO : Epoch 812 | loss: 0.0312319 | val_loss: 0.0312309 | Time: 2200.2 ms [2020-12-26 19:46:20 main:574] : INFO : Epoch 813 | loss: 0.0312329 | val_loss: 0.0312331 | Time: 2196.32 ms [2020-12-26 19:46:22 main:574] : INFO : Epoch 814 | loss: 0.0312339 | val_loss: 0.0312347 | Time: 2184.07 ms [2020-12-26 19:46:24 main:574] : INFO : Epoch 815 | loss: 0.0312335 | val_loss: 0.0312321 | Time: 2394.61 ms [2020-12-26 19:46:27 main:574] : INFO : Epoch 816 | loss: 0.0312323 | val_loss: 0.0312324 | Time: 2387.85 ms [2020-12-26 19:46:29 main:574] : INFO : Epoch 817 | loss: 0.0312339 | val_loss: 0.0312322 | Time: 2384.87 ms [2020-12-26 19:46:31 main:574] : INFO : Epoch 818 | loss: 0.0312319 | val_loss: 0.0312334 | Time: 2257.96 ms [2020-12-26 19:46:33 main:574] : INFO : Epoch 819 | loss: 0.0312326 | val_loss: 0.0312328 | Time: 2195.06 ms [2020-12-26 19:46:36 main:574] : INFO : Epoch 820 | loss: 0.0312333 | val_loss: 0.0312318 | Time: 2197.78 ms [2020-12-26 19:46:38 main:574] : INFO : Epoch 821 | loss: 0.0312325 | val_loss: 0.0312373 | Time: 2310.89 ms [2020-12-26 19:46:40 main:574] : INFO : Epoch 822 | loss: 0.0312398 | val_loss: 0.0312495 | Time: 2498.73 ms [2020-12-26 19:46:43 main:574] : INFO : Epoch 823 | loss: 0.0312429 | val_loss: 0.0312375 | Time: 2439.03 ms [2020-12-26 19:46:45 main:574] : INFO : Epoch 824 | loss: 0.031237 | val_loss: 0.0312337 | Time: 2347.58 ms [2020-12-26 19:46:48 main:574] : INFO : Epoch 825 | loss: 0.0312328 | val_loss: 0.0312329 | Time: 2270.13 ms [2020-12-26 19:46:50 main:574] : INFO : Epoch 826 | loss: 0.031236 | val_loss: 0.0312365 | Time: 2184.96 ms [2020-12-26 19:46:52 main:574] : INFO : Epoch 827 | loss: 0.0312353 | val_loss: 0.0312334 | Time: 2227.94 ms [2020-12-26 19:46:54 main:574] : INFO : Epoch 828 | loss: 0.0312351 | val_loss: 0.0312393 | Time: 2369.81 ms [2020-12-26 19:46:57 main:574] : INFO : Epoch 829 | loss: 0.0312388 | val_loss: 0.0312327 | Time: 2361.43 ms [2020-12-26 19:46:59 main:574] : INFO : Epoch 830 | loss: 0.0312362 | val_loss: 0.0312343 | Time: 2562.24 ms [2020-12-26 19:47:02 main:574] : INFO : Epoch 831 | loss: 0.031233 | val_loss: 0.0312315 | Time: 2577.05 ms [2020-12-26 19:47:04 main:574] : INFO : Epoch 832 | loss: 0.0312357 | val_loss: 0.031233 | Time: 2210.36 ms [2020-12-26 19:47:06 main:574] : INFO : Epoch 833 | loss: 0.0312388 | val_loss: 0.031238 | Time: 2183.21 ms [2020-12-26 19:47:09 main:574] : INFO : Epoch 834 | loss: 0.0312388 | val_loss: 0.0312356 | Time: 2289.82 ms [2020-12-26 19:47:11 main:574] : INFO : Epoch 835 | loss: 0.0312339 | val_loss: 0.0312334 | Time: 2382.77 ms [2020-12-26 19:47:13 main:574] : INFO : Epoch 836 | loss: 0.0312335 | val_loss: 0.0312331 | Time: 2331.26 ms [2020-12-26 19:47:16 main:574] : INFO : Epoch 837 | loss: 0.0312325 | val_loss: 0.0312328 | Time: 2381.98 ms [2020-12-26 19:47:18 main:574] : INFO : Epoch 838 | loss: 0.0312341 | val_loss: 0.0312331 | Time: 2380.3 ms [2020-12-26 19:47:20 main:574] : INFO : Epoch 839 | loss: 0.0312361 | val_loss: 0.0312345 | Time: 2270.65 ms [2020-12-26 19:47:23 main:574] : INFO : Epoch 840 | loss: 0.0312363 | val_loss: 0.0312344 | Time: 2176.33 ms [2020-12-26 19:47:25 main:574] : INFO : Epoch 841 | loss: 0.0312338 | val_loss: 0.0312337 | Time: 2308.2 ms [2020-12-26 19:47:27 main:574] : INFO : Epoch 842 | loss: 0.031234 | val_loss: 0.0312361 | Time: 2387.87 ms [2020-12-26 19:47:30 main:574] : INFO : Epoch 843 | loss: 0.0312388 | val_loss: 0.0312393 | Time: 2402.11 ms [2020-12-26 19:47:32 main:574] : INFO : Epoch 844 | loss: 0.0312362 | val_loss: 0.0312338 | Time: 2348.88 ms [2020-12-26 19:47:34 main:574] : INFO : Epoch 845 | loss: 0.0312361 | val_loss: 0.031235 | Time: 2162.62 ms [2020-12-26 19:47:36 main:574] : INFO : Epoch 846 | loss: 0.0312364 | val_loss: 0.0312451 | Time: 2164.94 ms [2020-12-26 19:47:39 main:574] : INFO : Epoch 847 | loss: 0.0312364 | val_loss: 0.0312385 | Time: 2203.51 ms [2020-12-26 19:47:41 main:574] : INFO : Epoch 848 | loss: 0.0312365 | val_loss: 0.0312374 | Time: 2344.28 ms [2020-12-26 19:47:43 main:574] : INFO : Epoch 849 | loss: 0.031235 | val_loss: 0.0312349 | Time: 2351.28 ms [2020-12-26 19:47:46 main:574] : INFO : Epoch 850 | loss: 0.0312402 | val_loss: 0.0312389 | Time: 2400.43 ms [2020-12-26 19:47:48 main:574] : INFO : Epoch 851 | loss: 0.0312375 | val_loss: 0.0312383 | Time: 2328.21 ms [2020-12-26 19:47:50 main:574] : INFO : Epoch 852 | loss: 0.0312375 | val_loss: 0.0312358 | Time: 2209.13 ms [2020-12-26 19:47:52 main:574] : INFO : Epoch 853 | loss: 0.0312353 | val_loss: 0.0312308 | Time: 2203.63 ms [2020-12-26 19:47:55 main:574] : INFO : Epoch 854 | loss: 0.0312307 | val_loss: 0.0312276 | Time: 2269.18 ms [2020-12-26 19:47:57 main:574] : INFO : Epoch 855 | loss: 0.0312289 | val_loss: 0.0312278 | Time: 2366.8 ms [2020-12-26 19:47:59 main:574] : INFO : Epoch 856 | loss: 0.0312313 | val_loss: 0.031229 | Time: 2391.34 ms [2020-12-26 19:48:02 main:574] : INFO : Epoch 857 | loss: 0.031234 | val_loss: 0.0312394 | Time: 2424.88 ms [2020-12-26 19:48:04 main:574] : INFO : Epoch 858 | loss: 0.0312343 | val_loss: 0.0312292 | Time: 2167.8 ms [2020-12-26 19:48:06 main:574] : INFO : Epoch 859 | loss: 0.0312308 | val_loss: 0.0312332 | Time: 2171.72 ms [2020-12-26 19:48:08 main:574] : INFO : Epoch 860 | loss: 0.0312318 | val_loss: 0.0312292 | Time: 2221.31 ms [2020-12-26 19:48:11 main:574] : INFO : Epoch 861 | loss: 0.0312314 | val_loss: 0.0312347 | Time: 2430.05 ms [2020-12-26 19:48:13 main:574] : INFO : Epoch 862 | loss: 0.0312317 | val_loss: 0.031242 | Time: 2364.33 ms [2020-12-26 19:48:16 main:574] : INFO : Epoch 863 | loss: 0.0312357 | val_loss: 0.031232 | Time: 2380.16 ms [2020-12-26 19:48:18 main:574] : INFO : Epoch 864 | loss: 0.031231 | val_loss: 0.0312305 | Time: 2333.68 ms [2020-12-26 19:48:20 main:574] : INFO : Epoch 865 | loss: 0.0312342 | val_loss: 0.0312368 | Time: 2139.7 ms [2020-12-26 19:48:22 main:574] : INFO : Epoch 866 | loss: 0.0312321 | val_loss: 0.0312295 | Time: 2146.68 ms [2020-12-26 19:48:25 main:574] : INFO : Epoch 867 | loss: 0.0312304 | val_loss: 0.0312306 | Time: 2271.14 ms [2020-12-26 19:48:27 main:574] : INFO : Epoch 868 | loss: 0.0312312 | val_loss: 0.0312325 | Time: 2371.86 ms [2020-12-26 19:48:29 main:574] : INFO : Epoch 869 | loss: 0.0312321 | val_loss: 0.0312287 | Time: 2343.99 ms [2020-12-26 19:48:32 main:574] : INFO : Epoch 870 | loss: 0.0312306 | val_loss: 0.0312288 | Time: 2377.09 ms [2020-12-26 19:48:34 main:574] : INFO : Epoch 871 | loss: 0.031236 | val_loss: 0.0312305 | Time: 2184.88 ms [2020-12-26 19:48:36 main:574] : INFO : Epoch 872 | loss: 0.0312347 | val_loss: 0.0312314 | Time: 2130.37 ms [2020-12-26 19:48:38 main:574] : INFO : Epoch 873 | loss: 0.0312364 | val_loss: 0.0312362 | Time: 2202.87 ms [2020-12-26 19:48:41 main:574] : INFO : Epoch 874 | loss: 0.0312359 | val_loss: 0.0312385 | Time: 2359.93 ms [2020-12-26 19:48:43 main:574] : INFO : Epoch 875 | loss: 0.0312338 | val_loss: 0.0312287 | Time: 2396.3 ms [2020-12-26 19:48:45 main:574] : INFO : Epoch 876 | loss: 0.0312289 | val_loss: 0.0312279 | Time: 2396.37 ms [2020-12-26 19:48:48 main:574] : INFO : Epoch 877 | loss: 0.0312304 | val_loss: 0.0312316 | Time: 2283.34 ms [2020-12-26 19:48:50 main:574] : INFO : Epoch 878 | loss: 0.0312369 | val_loss: 0.031238 | Time: 2210.13 ms [2020-12-26 19:48:52 main:574] : INFO : Epoch 879 | loss: 0.0312388 | val_loss: 0.0312385 | Time: 2184.77 ms [2020-12-26 19:48:54 main:574] : INFO : Epoch 880 | loss: nan | val_loss: nan | Time: 2230.26 ms [2020-12-26 19:48:57 main:574] : INFO : Epoch 881 | loss: nan | val_loss: nan | Time: 2381.4 ms [2020-12-26 19:48:59 main:574] : INFO : Epoch 882 | loss: nan | val_loss: nan | Time: 2387.63 ms [2020-12-26 19:49:02 main:574] : INFO : Epoch 883 | loss: nan | val_loss: nan | Time: 2472.3 ms [2020-12-26 19:49:04 main:574] : INFO : Epoch 884 | loss: nan | val_loss: nan | Time: 2239.11 ms [2020-12-26 19:49:06 main:574] : INFO : Epoch 885 | loss: nan | val_loss: nan | Time: 2156.4 ms [2020-12-26 19:49:08 main:574] : INFO : Epoch 886 | loss: nan | val_loss: nan | Time: 2156.3 ms [2020-12-26 19:49:11 main:574] : INFO : Epoch 887 | loss: nan | val_loss: nan | Time: 2333.61 ms [2020-12-26 19:49:13 main:574] : INFO : Epoch 888 | loss: nan | val_loss: nan | Time: 2396.34 ms [2020-12-26 19:49:15 main:574] : INFO : Epoch 889 | loss: nan | val_loss: nan | Time: 2400.24 ms [2020-12-26 19:49:18 main:574] : INFO : Epoch 890 | loss: nan | val_loss: nan | Time: 2337.93 ms [2020-12-26 19:49:20 main:574] : INFO : Epoch 891 | loss: nan | val_loss: nan | Time: 2181.72 ms [2020-12-26 19:49:22 main:574] : INFO : Epoch 892 | loss: nan | val_loss: nan | Time: 2185.12 ms [2020-12-26 19:49:24 main:574] : INFO : Epoch 893 | loss: nan | val_loss: nan | Time: 2202.6 ms [2020-12-26 19:49:27 main:574] : INFO : Epoch 894 | loss: nan | val_loss: nan | Time: 2342.87 ms [2020-12-26 19:49:29 main:574] : INFO : Epoch 895 | loss: nan | val_loss: nan | Time: 2370.91 ms [2020-12-26 19:49:31 main:574] : INFO : Epoch 896 | loss: nan | val_loss: nan | Time: 2355.57 ms [2020-12-26 19:49:34 main:574] : INFO : Epoch 897 | loss: nan | val_loss: nan | Time: 2213.37 ms [2020-12-26 19:49:36 main:574] : INFO : Epoch 898 | loss: nan | val_loss: nan | Time: 2172.83 ms [2020-12-26 19:49:38 main:574] : INFO : Epoch 899 | loss: nan | val_loss: nan | Time: 2200.49 ms [2020-12-26 19:49:40 main:574] : INFO : Epoch 900 | loss: nan | val_loss: nan | Time: 2282.33 ms [2020-12-26 19:49:43 main:574] : INFO : Epoch 901 | loss: nan | val_loss: nan | Time: 2375.28 ms [2020-12-26 19:49:45 main:574] : INFO : Epoch 902 | loss: nan | val_loss: nan | Time: 2361.99 ms [2020-12-26 19:49:47 main:574] : INFO : Epoch 903 | loss: nan | val_loss: nan | Time: 2396.7 ms [2020-12-26 19:49:50 main:574] : INFO : Epoch 904 | loss: nan | val_loss: nan | Time: 2236.58 ms [2020-12-26 19:49:52 main:574] : INFO : Epoch 905 | loss: nan | val_loss: nan | Time: 2157.66 ms [2020-12-26 19:49:54 main:574] : INFO : Epoch 906 | loss: nan | val_loss: nan | Time: 2180.81 ms [2020-12-26 19:49:56 main:574] : INFO : Epoch 907 | loss: nan | val_loss: nan | Time: 2360.78 ms [2020-12-26 19:49:59 main:574] : INFO : Epoch 908 | loss: nan | val_loss: nan | Time: 2391.59 ms [2020-12-26 19:50:01 main:574] : INFO : Epoch 909 | loss: nan | val_loss: nan | Time: 2485.56 ms [2020-12-26 19:50:04 main:574] : INFO : Epoch 910 | loss: nan | val_loss: nan | Time: 2328.17 ms [2020-12-26 19:50:06 main:574] : INFO : Epoch 911 | loss: nan | val_loss: nan | Time: 2163.19 ms [2020-12-26 19:50:08 main:574] : INFO : Epoch 912 | loss: nan | val_loss: nan | Time: 2170.94 ms [2020-12-26 19:50:10 main:574] : INFO : Epoch 913 | loss: nan | val_loss: nan | Time: 2223.06 ms [2020-12-26 19:50:13 main:574] : INFO : Epoch 914 | loss: nan | val_loss: nan | Time: 2372.54 ms [2020-12-26 19:50:15 main:574] : INFO : Epoch 915 | loss: nan | val_loss: nan | Time: 2398.64 ms [2020-12-26 19:50:17 main:574] : INFO : Epoch 916 | loss: nan | val_loss: nan | Time: 2370.11 ms [2020-12-26 19:50:20 main:574] : INFO : Epoch 917 | loss: nan | val_loss: nan | Time: 2248.31 ms [2020-12-26 19:50:22 main:574] : INFO : Epoch 918 | loss: nan | val_loss: nan | Time: 2171.13 ms [2020-12-26 19:50:24 main:574] : INFO : Epoch 919 | loss: nan | val_loss: nan | Time: 2189.98 ms [2020-12-26 19:50:26 main:574] : INFO : Epoch 920 | loss: nan | val_loss: nan | Time: 2364.1 ms [2020-12-26 19:50:29 main:574] : INFO : Epoch 921 | loss: nan | val_loss: nan | Time: 2359.43 ms [2020-12-26 19:50:31 main:574] : INFO : Epoch 922 | loss: nan | val_loss: nan | Time: 2362.2 ms [2020-12-26 19:50:33 main:574] : INFO : Epoch 923 | loss: nan | val_loss: nan | Time: 2324.79 ms [2020-12-26 19:50:36 main:574] : INFO : Epoch 924 | loss: nan | val_loss: nan | Time: 2184.69 ms [2020-12-26 19:50:38 main:574] : INFO : Epoch 925 | loss: nan | val_loss: nan | Time: 2192.2 ms [2020-12-26 19:50:40 main:574] : INFO : Epoch 926 | loss: nan | val_loss: nan | Time: 2257.73 ms [2020-12-26 19:50:43 main:574] : INFO : Epoch 927 | loss: nan | val_loss: nan | Time: 2379.4 ms [2020-12-26 19:50:45 main:574] : INFO : Epoch 928 | loss: nan | val_loss: nan | Time: 2347.56 ms [2020-12-26 19:50:47 main:574] : INFO : Epoch 929 | loss: nan | val_loss: nan | Time: 2372.9 ms [2020-12-26 19:50:50 main:574] : INFO : Epoch 930 | loss: nan | val_loss: nan | Time: 2276.09 ms [2020-12-26 19:50:52 main:574] : INFO : Epoch 931 | loss: nan | val_loss: nan | Time: 2213.93 ms [2020-12-26 19:50:54 main:574] : INFO : Epoch 932 | loss: nan | val_loss: nan | Time: 2169.65 ms [2020-12-26 19:50:56 main:574] : INFO : Epoch 933 | loss: nan | val_loss: nan | Time: 2389.88 ms [2020-12-26 19:50:59 main:574] : INFO : Epoch 934 | loss: nan | val_loss: nan | Time: 2385.38 ms [2020-12-26 19:51:01 main:574] : INFO : Epoch 935 | loss: nan | val_loss: nan | Time: 2470.6 ms [2020-12-26 19:51:04 main:574] : INFO : Epoch 936 | loss: nan | val_loss: nan | Time: 2324.87 ms [2020-12-26 19:51:06 main:574] : INFO : Epoch 937 | loss: nan | val_loss: nan | Time: 2219.25 ms [2020-12-26 19:51:08 main:574] : INFO : Epoch 938 | loss: nan | val_loss: nan | Time: 2193.35 ms [2020-12-26 19:51:10 main:574] : INFO : Epoch 939 | loss: nan | val_loss: nan | Time: 2314.01 ms [2020-12-26 19:51:13 main:574] : INFO : Epoch 940 | loss: nan | val_loss: nan | Time: 2345.47 ms [2020-12-26 19:51:15 main:574] : INFO : Epoch 941 | loss: nan | val_loss: nan | Time: 2371.33 ms [2020-12-26 19:51:17 main:574] : INFO : Epoch 942 | loss: nan | val_loss: nan | Time: 2346.73 ms [2020-12-26 19:51:20 main:574] : INFO : Epoch 943 | loss: nan | val_loss: nan | Time: 2253.19 ms [2020-12-26 19:51:22 main:574] : INFO : Epoch 944 | loss: nan | val_loss: nan | Time: 2144.38 ms [2020-12-26 19:51:24 main:574] : INFO : Epoch 945 | loss: nan | val_loss: nan | Time: 2164.71 ms [2020-12-26 19:51:26 main:574] : INFO : Epoch 946 | loss: nan | val_loss: nan | Time: 2321.63 ms [2020-12-26 19:51:29 main:574] : INFO : Epoch 947 | loss: nan | val_loss: nan | Time: 2393.63 ms [2020-12-26 19:51:31 main:574] : INFO : Epoch 948 | loss: nan | val_loss: nan | Time: 2384.16 ms [2020-12-26 19:51:33 main:574] : INFO : Epoch 949 | loss: nan | val_loss: nan | Time: 2348.67 ms [2020-12-26 19:51:36 main:574] : INFO : Epoch 950 | loss: nan | val_loss: nan | Time: 2148.05 ms [2020-12-26 19:51:38 main:574] : INFO : Epoch 951 | loss: nan | val_loss: nan | Time: 2196.35 ms [2020-12-26 19:51:40 main:574] : INFO : Epoch 952 | loss: nan | val_loss: nan | Time: 2193.98 ms [2020-12-26 19:51:42 main:574] : INFO : Epoch 953 | loss: nan | val_loss: nan | Time: 2367.73 ms [2020-12-26 19:51:45 main:574] : INFO : Epoch 954 | loss: nan | val_loss: nan | Time: 2373.3 ms [2020-12-26 19:51:47 main:574] : INFO : Epoch 955 | loss: nan | val_loss: nan | Time: 2360.07 ms [2020-12-26 19:51:49 main:574] : INFO : Epoch 956 | loss: nan | val_loss: nan | Time: 2292.05 ms [2020-12-26 19:51:52 main:574] : INFO : Epoch 957 | loss: nan | val_loss: nan | Time: 2254.34 ms [2020-12-26 19:51:54 main:574] : INFO : Epoch 958 | loss: nan | val_loss: nan | Time: 2249.22 ms [2020-12-26 19:51:56 main:574] : INFO : Epoch 959 | loss: nan | val_loss: nan | Time: 2381.42 ms [2020-12-26 19:51:59 main:574] : INFO : Epoch 960 | loss: nan | val_loss: nan | Time: 2381.19 ms [2020-12-26 19:52:01 main:574] : INFO : Epoch 961 | loss: nan | val_loss: nan | Time: 2457.74 ms [2020-12-26 19:52:04 main:574] : INFO : Epoch 962 | loss: nan | val_loss: nan | Time: 2430.34 ms [2020-12-26 19:52:06 main:574] : INFO : Epoch 963 | loss: nan | val_loss: nan | Time: 2205.09 ms [2020-12-26 19:52:08 main:574] : INFO : Epoch 964 | loss: nan | val_loss: nan | Time: 2185.81 ms [2020-12-26 19:52:10 main:574] : INFO : Epoch 965 | loss: nan | val_loss: nan | Time: 2176.95 ms [2020-12-26 19:52:13 main:574] : INFO : Epoch 966 | loss: nan | val_loss: nan | Time: 2377.57 ms [2020-12-26 19:52:15 main:574] : INFO : Epoch 967 | loss: nan | val_loss: nan | Time: 2363.11 ms [2020-12-26 19:52:17 main:574] : INFO : Epoch 968 | loss: nan | val_loss: nan | Time: 2354.89 ms [2020-12-26 19:52:20 main:574] : INFO : Epoch 969 | loss: nan | val_loss: nan | Time: 2274.87 ms [2020-12-26 19:52:22 main:574] : INFO : Epoch 970 | loss: nan | val_loss: nan | Time: 2202.99 ms [2020-12-26 19:52:24 main:574] : INFO : Epoch 971 | loss: nan | val_loss: nan | Time: 2135.05 ms [2020-12-26 19:52:26 main:574] : INFO : Epoch 972 | loss: nan | val_loss: nan | Time: 2255.21 ms [2020-12-26 19:52:29 main:574] : INFO : Epoch 973 | loss: nan | val_loss: nan | Time: 2379.6 ms [2020-12-26 19:52:31 main:574] : INFO : Epoch 974 | loss: nan | val_loss: nan | Time: 2362.49 ms [2020-12-26 19:52:33 main:574] : INFO : Epoch 975 | loss: nan | val_loss: nan | Time: 2347.7 ms [2020-12-26 19:52:36 main:574] : INFO : Epoch 976 | loss: nan | val_loss: nan | Time: 2172.62 ms [2020-12-26 19:52:38 main:574] : INFO : Epoch 977 | loss: nan | val_loss: nan | Time: 2155.24 ms [2020-12-26 19:52:40 main:574] : INFO : Epoch 978 | loss: nan | val_loss: nan | Time: 2210.92 ms [2020-12-26 19:52:42 main:574] : INFO : Epoch 979 | loss: nan | val_loss: nan | Time: 2393 ms [2020-12-26 19:52:45 main:574] : INFO : Epoch 980 | loss: nan | val_loss: nan | Time: 2385.26 ms [2020-12-26 19:52:47 main:574] : INFO : Epoch 981 | loss: nan | val_loss: nan | Time: 2386.01 ms [2020-12-26 19:52:49 main:574] : INFO : Epoch 982 | loss: nan | val_loss: nan | Time: 2321.3 ms [2020-12-26 19:52:52 main:574] : INFO : Epoch 983 | loss: nan | val_loss: nan | Time: 2241.25 ms [2020-12-26 19:52:54 main:574] : INFO : Epoch 984 | loss: nan | val_loss: nan | Time: 2236.34 ms [2020-12-26 19:52:56 main:574] : INFO : Epoch 985 | loss: nan | val_loss: nan | Time: 2267.96 ms [2020-12-26 19:52:59 main:574] : INFO : Epoch 986 | loss: nan | val_loss: nan | Time: 2386.2 ms [2020-12-26 19:53:01 main:574] : INFO : Epoch 987 | loss: nan | val_loss: nan | Time: 2487.95 ms [2020-12-26 19:53:03 main:574] : INFO : Epoch 988 | loss: nan | val_loss: nan | Time: 2386 ms [2020-12-26 19:53:06 main:574] : INFO : Epoch 989 | loss: nan | val_loss: nan | Time: 2192 ms [2020-12-26 19:53:08 main:574] : INFO : Epoch 990 | loss: nan | val_loss: nan | Time: 2160.29 ms [2020-12-26 19:53:10 main:574] : INFO : Epoch 991 | loss: nan | val_loss: nan | Time: 2155.02 ms [2020-12-26 19:53:12 main:574] : INFO : Epoch 992 | loss: nan | val_loss: nan | Time: 2317.73 ms [2020-12-26 19:53:15 main:574] : INFO : Epoch 993 | loss: nan | val_loss: nan | Time: 2394.54 ms [2020-12-26 19:53:17 main:574] : INFO : Epoch 994 | loss: nan | val_loss: nan | Time: 2391.87 ms [2020-12-26 19:53:19 main:574] : INFO : Epoch 995 | loss: nan | val_loss: nan | Time: 2314.15 ms [2020-12-26 19:53:22 main:574] : INFO : Epoch 996 | loss: nan | val_loss: nan | Time: 2202.49 ms [2020-12-26 19:53:24 main:574] : INFO : Epoch 997 | loss: nan | val_loss: nan | Time: 2185.15 ms [2020-12-26 19:53:26 main:574] : INFO : Epoch 998 | loss: nan | val_loss: nan | Time: 2273.45 ms [2020-12-26 19:53:29 main:574] : INFO : Epoch 999 | loss: nan | val_loss: nan | Time: 2406.27 ms [2020-12-26 19:53:31 main:574] : INFO : Epoch 1000 | loss: nan | val_loss: nan | Time: 2358.58 ms [2020-12-26 19:53:33 main:574] : INFO : Epoch 1001 | loss: nan | val_loss: nan | Time: 2355.35 ms [2020-12-26 19:53:35 main:574] : INFO : Epoch 1002 | loss: nan | val_loss: nan | Time: 2211.26 ms [2020-12-26 19:53:38 main:574] : INFO : Epoch 1003 | loss: nan | val_loss: nan | Time: 2192.27 ms [2020-12-26 19:53:40 main:574] : INFO : Epoch 1004 | loss: nan | val_loss: nan | Time: 2200.41 ms [2020-12-26 19:53:42 main:574] : INFO : Epoch 1005 | loss: nan | val_loss: nan | Time: 2284.78 ms [2020-12-26 19:53:45 main:574] : INFO : Epoch 1006 | loss: nan | val_loss: nan | Time: 2387.82 ms [2020-12-26 19:53:47 main:574] : INFO : Epoch 1007 | loss: nan | val_loss: nan | Time: 2350.26 ms [2020-12-26 19:53:49 main:574] : INFO : Epoch 1008 | loss: nan | val_loss: nan | Time: 2311.69 ms [2020-12-26 19:53:52 main:574] : INFO : Epoch 1009 | loss: nan | val_loss: nan | Time: 2265.26 ms [2020-12-26 19:53:54 main:574] : INFO : Epoch 1010 | loss: nan | val_loss: nan | Time: 2176.49 ms [2020-12-26 19:53:56 main:574] : INFO : Epoch 1011 | loss: nan | val_loss: nan | Time: 2208.62 ms [2020-12-26 19:53:58 main:574] : INFO : Epoch 1012 | loss: nan | val_loss: nan | Time: 2305.77 ms [2020-12-26 19:54:01 main:574] : INFO : Epoch 1013 | loss: nan | val_loss: nan | Time: 2415.67 ms [2020-12-26 19:54:03 main:574] : INFO : Epoch 1014 | loss: nan | val_loss: nan | Time: 2382.31 ms [2020-12-26 19:54:05 main:574] : INFO : Epoch 1015 | loss: nan | val_loss: nan | Time: 2293.17 ms [2020-12-26 19:54:08 main:574] : INFO : Epoch 1016 | loss: nan | val_loss: nan | Time: 2179.54 ms [2020-12-26 19:54:10 main:574] : INFO : Epoch 1017 | loss: nan | val_loss: nan | Time: 2177.09 ms [2020-12-26 19:54:12 main:574] : INFO : Epoch 1018 | loss: nan | val_loss: nan | Time: 2272.77 ms [2020-12-26 19:54:14 main:574] : INFO : Epoch 1019 | loss: nan | val_loss: nan | Time: 2387.56 ms [2020-12-26 19:54:17 main:574] : INFO : Epoch 1020 | loss: nan | val_loss: nan | Time: 2432.36 ms [2020-12-26 19:54:19 main:574] : INFO : Epoch 1021 | loss: nan | val_loss: nan | Time: 2393.59 ms [2020-12-26 19:54:21 main:574] : INFO : Epoch 1022 | loss: nan | val_loss: nan | Time: 2177.32 ms [2020-12-26 19:54:24 main:574] : INFO : Epoch 1023 | loss: nan | val_loss: nan | Time: 2133.42 ms [2020-12-26 19:54:26 main:574] : INFO : Epoch 1024 | loss: nan | val_loss: nan | Time: 2196.29 ms [2020-12-26 19:54:26 main:597] : INFO : Saving trained model to model-final.pt, val_loss nan [2020-12-26 19:54:26 main:603] : INFO : Saving end state to config to file [2020-12-26 19:54:26 main:608] : INFO : Success, exiting.. 19:54:26 (14772): 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)