Task 3320232
| Name | ParityModified-1605453803-26040-4_0 |
| Workunit | 1586717 |
| Created | 17 Dec 2020, 10:41:28 UTC |
| Sent | 20 Dec 2020, 19:29:28 UTC |
| Report deadline | 27 Dec 2020, 19:29:28 UTC |
| Received | 22 Dec 2020, 8:51:45 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5242 |
| Run time | 6 hours 25 min 34 sec |
| CPU time | 40 min 3 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 1,508.42 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.56 GB |
| Peak swap size | 3.47 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.14.2</core_client_version> <![CDATA[ <stderr_txt> te: 0.01 [2020-12-21 22:13:36 main:480] : INFO : Patience: 10 [2020-12-21 22:13:36 main:481] : INFO : Hidden Width: 12 [2020-12-21 22:13:36 main:482] : INFO : # Recurrent Layers: 4 [2020-12-21 22:13:36 main:483] : INFO : # Backend Layers: 4 [2020-12-21 22:13:36 main:484] : INFO : # Threads: 1 [2020-12-21 22:13:36 main:486] : INFO : Preparing Dataset [2020-12-21 22:13:36 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2020-12-21 22:13:55 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: GeForce GTX 960M) [2020-12-21 22:21:25 main:435] : INFO : Set logging level to 1 [2020-12-21 22:21:25 main:441] : INFO : Running in BOINC Client mode [2020-12-21 22:21:25 main:444] : INFO : Resolving all filenames [2020-12-21 22:21:25 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 (exists = 1) [2020-12-21 22:21:25 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1605453803-26040-4_0_r1462974612_1 (exists = 1) [2020-12-21 22:21:25 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1605453803-26040-4_0_r1462974612_0 (exists = 0) [2020-12-21 22:21:25 main:452] : INFO : Resolved: model-input.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1605453803-26040-4 (exists = 1) [2020-12-21 22:21:25 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2020-12-21 22:21:25 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 [2020-12-21 22:21:25 main:474] : INFO : Configuration: [2020-12-21 22:21:25 main:475] : INFO : Model type: GRU [2020-12-21 22:21:25 main:476] : INFO : Validation Loss Threshold: 0.0001 [2020-12-21 22:21:25 main:477] : INFO : Max Epochs: 1024 [2020-12-21 22:21:25 main:478] : INFO : Batch Size: 128 [2020-12-21 22:21:25 main:479] : INFO : Learning Rate: 0.01 [2020-12-21 22:21:25 main:480] : INFO : Patience: 10 [2020-12-21 22:21:25 main:481] : INFO : Hidden Width: 12 [2020-12-21 22:21:25 main:482] : INFO : # Recurrent Layers: 4 [2020-12-21 22:21:25 main:483] : INFO : # Backend Layers: 4 [2020-12-21 22:21:25 main:484] : INFO : # Threads: 1 [2020-12-21 22:21:25 main:486] : INFO : Preparing Dataset [2020-12-21 22:21:25 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2020-12-21 22:21:49 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2020-12-21 22:23:44 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2020-12-21 22:23:44 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2020-12-21 22:23:45 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2020-12-21 22:23:55 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2020-12-21 22:23:55 main:494] : INFO : Creating Model [2020-12-21 22:23:55 main:507] : INFO : Preparing config file [2020-12-21 22:23:55 main:511] : INFO : Found checkpoint, attempting to load... [2020-12-21 22:23:55 main:512] : INFO : Loading config [2020-12-21 22:23:55 main:514] : INFO : Loading state [2020-12-21 22:24:31 main:559] : INFO : Loading DataLoader into Memory [2020-12-21 22:24:31 main:562] : INFO : Starting Training [2020-12-21 22:29:10 main:574] : INFO : Epoch 551 | loss: 0.0311983 | val_loss: 0.0311812 | Time: 278687 ms [2020-12-21 22:33:29 main:574] : INFO : Epoch 552 | loss: 0.0311233 | val_loss: 0.0311542 | Time: 258815 ms [2020-12-21 22:37:27 main:574] : INFO : Epoch 553 | loss: 0.0311145 | val_loss: 0.0311522 | Time: 238637 ms [2020-12-21 22:42:15 main:574] : INFO : Epoch 554 | loss: 0.0311144 | val_loss: 0.0311555 | Time: 287297 ms [2020-12-21 22:46:50 main:574] : INFO : Epoch 555 | loss: 0.0311114 | val_loss: 0.0311527 | Time: 275434 ms [2020-12-21 22:51:07 main:574] : INFO : Epoch 556 | loss: 0.0311113 | val_loss: 0.0311559 | Time: 256470 ms [2020-12-21 22:55:21 main:574] : INFO : Epoch 557 | loss: 0.0311102 | val_loss: 0.0311527 | Time: 254070 ms [2020-12-21 23:00:21 main:574] : INFO : Epoch 558 | loss: 0.0311089 | val_loss: 0.0311531 | Time: 300402 ms [2020-12-21 23:04:50 main:574] : INFO : Epoch 559 | loss: 0.031109 | val_loss: 0.031159 | Time: 268330 ms [2020-12-21 23:10:46 main:574] : INFO : Epoch 560 | loss: 0.0311108 | val_loss: 0.0311578 | Time: 356197 ms [2020-12-21 23:15:40 main:574] : INFO : Epoch 561 | loss: 0.0311099 | val_loss: 0.031161 | Time: 294452 ms [2020-12-21 23:20:04 main:574] : INFO : Epoch 562 | loss: 0.0311094 | val_loss: 0.0311572 | Time: 263553 ms [2020-12-21 23:24:16 main:574] : INFO : Epoch 563 | loss: 0.0311115 | val_loss: 0.0311564 | Time: 251718 ms [2020-12-21 23:28:50 main:574] : INFO : Epoch 564 | loss: 0.0311094 | val_loss: 0.0311522 | Time: 274250 ms [2020-12-21 23:30:42 main:574] : INFO : Epoch 565 | loss: 0.0311096 | val_loss: 0.0311575 | Time: 111876 ms [2020-12-21 23:30:53 main:574] : INFO : Epoch 566 | loss: 0.0311146 | val_loss: 0.0311643 | Time: 10623.7 ms [2020-12-21 23:30:57 main:574] : INFO : Epoch 567 | loss: 0.0311133 | val_loss: 0.031153 | Time: 4774.15 ms [2020-12-21 23:31:02 main:574] : INFO : Epoch 568 | loss: 0.0311122 | val_loss: 0.0311591 | Time: 5048.32 ms [2020-12-21 23:31:07 main:574] : INFO : Epoch 569 | loss: 0.0311167 | val_loss: 0.0311532 | Time: 4789.35 ms [2020-12-21 23:31:12 main:574] : INFO : Epoch 570 | loss: 0.031123 | val_loss: 0.0311498 | Time: 4475.24 ms [2020-12-21 23:31:17 main:574] : INFO : Epoch 571 | loss: 0.0311191 | val_loss: 0.0311477 | Time: 5248.49 ms [2020-12-21 23:31:22 main:574] : INFO : Epoch 572 | loss: 0.0311149 | val_loss: 0.0311451 | Time: 4485.93 ms [2020-12-21 23:31:26 main:574] : INFO : Epoch 573 | loss: 0.0311124 | val_loss: 0.0311504 | Time: 4622.24 ms [2020-12-21 23:31:31 main:574] : INFO : Epoch 574 | loss: 0.0311115 | val_loss: 0.0311522 | Time: 4851.44 ms [2020-12-21 23:31:37 main:574] : INFO : Epoch 575 | loss: 0.0311097 | val_loss: 0.0311535 | Time: 5532.96 ms [2020-12-21 23:31:41 main:574] : INFO : Epoch 576 | loss: 0.0311093 | val_loss: 0.0311497 | Time: 4738.89 ms [2020-12-21 23:31:46 main:574] : INFO : Epoch 577 | loss: 0.0311123 | val_loss: 0.0311609 | Time: 4455.96 ms [2020-12-21 23:31:50 main:574] : INFO : Epoch 578 | loss: 0.0311167 | val_loss: 0.0311504 | Time: 4647.89 ms [2020-12-21 23:31:54 main:574] : INFO : Epoch 579 | loss: 0.0311173 | val_loss: 0.0311494 | Time: 3929.22 ms [2020-12-21 23:31:58 main:574] : INFO : Epoch 580 | loss: 0.0311174 | val_loss: 0.0311546 | Time: 3620.37 ms [2020-12-21 23:32:01 main:574] : INFO : Epoch 581 | loss: 0.0311121 | val_loss: 0.0311504 | Time: 2714.41 ms [2020-12-21 23:32:13 main:574] : INFO : Epoch 582 | loss: 0.0311098 | val_loss: 0.0311486 | Time: 12624.7 ms [2020-12-21 23:32:16 main:574] : INFO : Epoch 583 | loss: 0.0311092 | val_loss: 0.0311549 | Time: 2619.27 ms [2020-12-21 23:32:19 main:574] : INFO : Epoch 584 | loss: 0.0311107 | val_loss: 0.0311518 | Time: 2574.15 ms [2020-12-21 23:32:21 main:574] : INFO : Epoch 585 | loss: 0.0311095 | val_loss: 0.0311553 | Time: 2593.98 ms [2020-12-21 23:32:24 main:574] : INFO : Epoch 586 | loss: 0.0311127 | val_loss: 0.0311517 | Time: 2625.65 ms [2020-12-21 23:32:26 main:574] : INFO : Epoch 587 | loss: 0.0311173 | val_loss: 0.031151 | Time: 2585.79 ms [2020-12-21 23:32:29 main:574] : INFO : Epoch 588 | loss: 0.0311138 | val_loss: 0.0311524 | Time: 2737.06 ms [2020-12-21 23:32:32 main:574] : INFO : Epoch 589 | loss: 0.0311132 | val_loss: 0.0311562 | Time: 2619.27 ms [2020-12-21 23:32:34 main:574] : INFO : Epoch 590 | loss: 0.0311141 | val_loss: 0.0311617 | Time: 2577.48 ms [2020-12-21 23:32:37 main:574] : INFO : Epoch 591 | loss: 0.0311149 | val_loss: 0.0311542 | Time: 2618.21 ms [2020-12-21 23:32:40 main:574] : INFO : Epoch 592 | loss: 0.0311072 | val_loss: 0.0311554 | Time: 2650.7 ms [2020-12-21 23:32:42 main:574] : INFO : Epoch 593 | loss: 0.0311054 | val_loss: 0.0311527 | Time: 2567.67 ms [2020-12-21 23:32:45 main:574] : INFO : Epoch 594 | loss: 0.0311042 | val_loss: 0.031153 | Time: 2605.91 ms [2020-12-21 23:32:47 main:574] : INFO : Epoch 595 | loss: 0.031106 | val_loss: 0.0311552 | Time: 2646.44 ms [2020-12-21 23:32:50 main:574] : INFO : Epoch 596 | loss: 0.0311065 | val_loss: 0.0311539 | Time: 2544.62 ms [2020-12-21 23:32:53 main:574] : INFO : Epoch 597 | loss: 0.0311126 | val_loss: 0.0311548 | Time: 2609.89 ms [2020-12-21 23:32:55 main:574] : INFO : Epoch 598 | loss: 0.0311222 | val_loss: 0.0311588 | Time: 2673.21 ms [2020-12-21 23:32:58 main:574] : INFO : Epoch 599 | loss: 0.0311207 | val_loss: 0.031155 | Time: 3002.79 ms [2020-12-21 23:33:01 main:574] : INFO : Epoch 600 | loss: 0.0311142 | val_loss: 0.031155 | Time: 2752.43 ms [2020-12-21 23:33:04 main:574] : INFO : Epoch 601 | loss: 0.0311128 | val_loss: 0.0311541 | Time: 2565.7 ms [2020-12-21 23:33:06 main:574] : INFO : Epoch 602 | loss: 0.0311105 | val_loss: 0.0311538 | Time: 2574.75 ms [2020-12-21 23:33:09 main:574] : INFO : Epoch 603 | loss: 0.0311088 | val_loss: 0.0311583 | Time: 2625.31 ms [2020-12-21 23:33:12 main:574] : INFO : Epoch 604 | loss: 0.0311079 | val_loss: 0.0311594 | Time: 2615.69 ms [2020-12-21 23:33:14 main:574] : INFO : Epoch 605 | loss: 0.0311107 | val_loss: 0.0311551 | Time: 2552.02 ms [2020-12-21 23:33:17 main:574] : INFO : Epoch 606 | loss: 0.0311079 | val_loss: 0.0311558 | Time: 2583.04 ms [2020-12-21 23:33:19 main:574] : INFO : Epoch 607 | loss: 0.0311058 | val_loss: 0.031158 | Time: 2592.64 ms [2020-12-21 23:33:22 main:574] : INFO : Epoch 608 | loss: 0.0311068 | val_loss: 0.0311546 | Time: 2603.65 ms [2020-12-21 23:33:24 main:574] : INFO : Epoch 609 | loss: 0.0311056 | val_loss: 0.0311556 | Time: 2557.9 ms [2020-12-21 23:33:27 main:574] : INFO : Epoch 610 | loss: 0.0311084 | val_loss: 0.0311527 | Time: 2620.31 ms [2020-12-21 23:33:30 main:574] : INFO : Epoch 611 | loss: 0.0311041 | val_loss: 0.0311597 | Time: 2566.8 ms [2020-12-21 23:33:32 main:574] : INFO : Epoch 612 | loss: 0.031106 | val_loss: 0.0311557 | Time: 2749.27 ms [2020-12-21 23:33:36 main:574] : INFO : Epoch 613 | loss: 0.0311053 | val_loss: 0.031155 | Time: 3593.61 ms [2020-12-21 23:33:39 main:574] : INFO : Epoch 614 | loss: 0.0311056 | val_loss: 0.0311588 | Time: 2603.45 ms [2020-12-21 23:33:41 main:574] : INFO : Epoch 615 | loss: 0.0311125 | val_loss: 0.0311737 | Time: 2685.42 ms [2020-12-21 23:33:44 main:574] : INFO : Epoch 616 | loss: 0.0311169 | val_loss: 0.0311554 | Time: 2624.35 ms [2020-12-21 23:33:46 main:574] : INFO : Epoch 617 | loss: 0.0311116 | val_loss: 0.0311557 | Time: 2559.21 ms [2020-12-21 23:33:49 main:574] : INFO : Epoch 618 | loss: 0.0311105 | val_loss: 0.0311577 | Time: 2565.29 ms [2020-12-21 23:33:52 main:574] : INFO : Epoch 619 | loss: 0.0311104 | val_loss: 0.0311544 | Time: 2555.9 ms [2020-12-21 23:33:54 main:574] : INFO : Epoch 620 | loss: 0.0311079 | val_loss: 0.0311534 | Time: 2620.08 ms [2020-12-21 23:33:57 main:574] : INFO : Epoch 621 | loss: 0.0311052 | val_loss: 0.0311577 | Time: 2580.43 ms [2020-12-21 23:33:59 main:574] : INFO : Epoch 622 | loss: 0.0311063 | val_loss: 0.0311582 | Time: 2602.12 ms [2020-12-21 23:34:02 main:574] : INFO : Epoch 623 | loss: 0.0311091 | val_loss: 0.0311623 | Time: 2606.16 ms [2020-12-21 23:34:05 main:574] : INFO : Epoch 624 | loss: 0.0311046 | val_loss: 0.0311515 | Time: 2607.95 ms [2020-12-21 23:34:07 main:574] : INFO : Epoch 625 | loss: 0.0311023 | val_loss: 0.0311588 | Time: 2676.06 ms [2020-12-21 23:34:11 main:574] : INFO : Epoch 626 | loss: 0.0311041 | val_loss: 0.0311504 | Time: 3254.22 ms [2020-12-21 23:34:13 main:574] : INFO : Epoch 627 | loss: 0.0311037 | val_loss: 0.0311495 | Time: 2582.64 ms [2020-12-21 23:34:16 main:574] : INFO : Epoch 628 | loss: 0.0311069 | val_loss: 0.031152 | Time: 2587.42 ms [2020-12-21 23:34:18 main:574] : INFO : Epoch 629 | loss: 0.0311059 | val_loss: 0.0311573 | Time: 2452.76 ms [2020-12-21 23:34:21 main:574] : INFO : Epoch 630 | loss: 0.0311036 | val_loss: 0.0311502 | Time: 2456.17 ms [2020-12-21 23:34:23 main:574] : INFO : Epoch 631 | loss: 0.0311038 | val_loss: 0.0311558 | Time: 2450 ms [2020-12-21 23:34:26 main:574] : INFO : Epoch 632 | loss: 0.0311032 | val_loss: 0.0311543 | Time: 2452.88 ms [2020-12-21 23:34:28 main:574] : INFO : Epoch 633 | loss: 0.0311053 | val_loss: 0.0311492 | Time: 2462.77 ms [2020-12-21 23:34:31 main:574] : INFO : Epoch 634 | loss: 0.0311036 | val_loss: 0.0311529 | Time: 2449.03 ms [2020-12-21 23:34:33 main:574] : INFO : Epoch 635 | loss: 0.031105 | val_loss: 0.0311507 | Time: 2468.32 ms [2020-12-21 23:34:35 main:574] : INFO : Epoch 636 | loss: 0.0311032 | val_loss: 0.0311563 | Time: 2457.39 ms [2020-12-21 23:34:38 main:574] : INFO : Epoch 637 | loss: 0.0311072 | val_loss: 0.0311559 | Time: 2565.27 ms [2020-12-21 23:34:41 main:574] : INFO : Epoch 638 | loss: 0.0311084 | val_loss: 0.0311547 | Time: 2475.59 ms [2020-12-21 23:34:43 main:574] : INFO : Epoch 639 | loss: 0.0311035 | val_loss: 0.031155 | Time: 2450.35 ms [2020-12-21 23:34:45 main:574] : INFO : Epoch 640 | loss: 0.0311028 | val_loss: 0.0311572 | Time: 2459.03 ms [2020-12-21 23:34:48 main:574] : INFO : Epoch 641 | loss: 0.0311033 | val_loss: 0.0311564 | Time: 2476.85 ms [2020-12-21 23:34:50 main:574] : INFO : Epoch 642 | loss: 0.0311029 | val_loss: 0.0311584 | Time: 2455.91 ms [2020-12-21 23:34:53 main:574] : INFO : Epoch 643 | loss: 0.0311029 | val_loss: 0.0311531 | Time: 2451.48 ms [2020-12-21 23:34:55 main:574] : INFO : Epoch 644 | loss: 0.0311019 | val_loss: 0.0311603 | Time: 2472.5 ms [2020-12-21 23:34:58 main:574] : INFO : Epoch 645 | loss: 0.031101 | val_loss: 0.0311557 | Time: 2453.03 ms [2020-12-21 23:35:00 main:574] : INFO : Epoch 646 | loss: 0.0310998 | val_loss: 0.031152 | Time: 2466.71 ms [2020-12-21 23:35:03 main:574] : INFO : Epoch 647 | loss: 0.0310984 | val_loss: 0.0311561 | Time: 2450.8 ms [2020-12-21 23:35:05 main:574] : INFO : Epoch 648 | loss: 0.0310987 | val_loss: 0.0311563 | Time: 2466.82 ms [2020-12-21 23:35:08 main:574] : INFO : Epoch 649 | loss: 0.0311095 | val_loss: 0.0311573 | Time: 2451.92 ms [2020-12-21 23:35:10 main:574] : INFO : Epoch 650 | loss: 0.0311109 | val_loss: 0.0311498 | Time: 2499.63 ms [2020-12-21 23:35:13 main:574] : INFO : Epoch 651 | loss: 0.031104 | val_loss: 0.0311596 | Time: 2452.75 ms [2020-12-21 23:35:15 main:574] : INFO : Epoch 652 | loss: 0.0311013 | val_loss: 0.0311572 | Time: 2461.13 ms [2020-12-21 23:35:18 main:574] : INFO : Epoch 653 | loss: 0.0311001 | val_loss: 0.0311541 | Time: 2451.73 ms [2020-12-21 23:35:20 main:574] : INFO : Epoch 654 | loss: 0.0311002 | val_loss: 0.0311613 | Time: 2462.29 ms [2020-12-21 23:35:22 main:574] : INFO : Epoch 655 | loss: 0.0311042 | val_loss: 0.0311535 | Time: 2456.03 ms [2020-12-21 23:35:25 main:574] : INFO : Epoch 656 | loss: 0.0311005 | val_loss: 0.0311547 | Time: 2577.34 ms [2020-12-21 23:35:27 main:574] : INFO : Epoch 657 | loss: 0.0311005 | val_loss: 0.0311602 | Time: 2460.35 ms [2020-12-21 23:35:30 main:574] : INFO : Epoch 658 | loss: 0.0311025 | val_loss: 0.0311607 | Time: 2479.66 ms [2020-12-21 23:35:32 main:574] : INFO : Epoch 659 | loss: 0.0311051 | val_loss: 0.0311589 | Time: 2452.56 ms [2020-12-21 23:35:35 main:574] : INFO : Epoch 660 | loss: 0.0310992 | val_loss: 0.0311531 | Time: 2476.07 ms [2020-12-21 23:35:37 main:574] : INFO : Epoch 661 | loss: 0.0310985 | val_loss: 0.0311606 | Time: 2440.93 ms [2020-12-21 23:35:40 main:574] : INFO : Epoch 662 | loss: 0.0310974 | val_loss: 0.0311563 | Time: 2514.19 ms [2020-12-21 23:35:42 main:574] : INFO : Epoch 663 | loss: 0.0310962 | val_loss: 0.0311574 | Time: 2490.34 ms [2020-12-21 23:35:45 main:574] : INFO : Epoch 664 | loss: 0.0310987 | val_loss: 0.0311543 | Time: 2473.11 ms [2020-12-21 23:35:47 main:574] : INFO : Epoch 665 | loss: 0.0311023 | val_loss: 0.0311558 | Time: 2460.13 ms [2020-12-21 23:35:50 main:574] : INFO : Epoch 666 | loss: 0.0311076 | val_loss: 0.0311537 | Time: 2504.53 ms [2020-12-21 23:35:52 main:574] : INFO : Epoch 667 | loss: 0.0311061 | val_loss: 0.0311531 | Time: 2518.8 ms [2020-12-21 23:35:55 main:574] : INFO : Epoch 668 | loss: 0.0311063 | val_loss: 0.0311493 | Time: 2584.14 ms [2020-12-21 23:35:57 main:574] : INFO : Epoch 669 | loss: 0.0311065 | val_loss: 0.0311479 | Time: 2550.63 ms [2020-12-21 23:36:00 main:574] : INFO : Epoch 670 | loss: 0.031108 | val_loss: 0.0311488 | Time: 2631.39 ms [2020-12-21 23:36:03 main:574] : INFO : Epoch 671 | loss: 0.0311069 | val_loss: 0.0311494 | Time: 2542.7 ms [2020-12-21 23:36:05 main:574] : INFO : Epoch 672 | loss: 0.031105 | val_loss: 0.0311529 | Time: 2548.3 ms [2020-12-21 23:36:08 main:574] : INFO : Epoch 673 | loss: 0.0311024 | val_loss: 0.0311592 | Time: 2537.6 ms [2020-12-21 23:36:10 main:574] : INFO : Epoch 674 | loss: 0.0311098 | val_loss: 0.0311506 | Time: 2572.05 ms [2020-12-21 23:36:13 main:574] : INFO : Epoch 675 | loss: 0.0311097 | val_loss: 0.0311516 | Time: 2535.47 ms [2020-12-21 23:36:15 main:574] : INFO : Epoch 676 | loss: 0.0311086 | val_loss: 0.0311522 | Time: 2566.86 ms [2020-12-21 23:36:18 main:574] : INFO : Epoch 677 | loss: 0.0311104 | val_loss: 0.0311565 | Time: 2511.01 ms [2020-12-21 23:36:20 main:574] : INFO : Epoch 678 | loss: 0.0311153 | val_loss: 0.031156 | Time: 2518.77 ms [2020-12-21 23:36:23 main:574] : INFO : Epoch 679 | loss: 0.0311118 | val_loss: 0.0311507 | Time: 2568.51 ms [2020-12-21 23:36:26 main:574] : INFO : Epoch 680 | loss: 0.0311095 | val_loss: 0.0311568 | Time: 2540.26 ms [2020-12-21 23:36:28 main:574] : INFO : Epoch 681 | loss: 0.0311101 | val_loss: 0.0311543 | Time: 2524.95 ms [2020-12-21 23:36:31 main:574] : INFO : Epoch 682 | loss: 0.0311118 | val_loss: 0.0311608 | Time: 2622.94 ms [2020-12-21 23:36:33 main:574] : INFO : Epoch 683 | loss: 0.0311065 | val_loss: 0.0311614 | Time: 2601.13 ms [2020-12-21 23:36:36 main:574] : INFO : Epoch 684 | loss: 0.0311112 | val_loss: 0.0311752 | Time: 2689.34 ms [2020-12-21 23:36:39 main:574] : INFO : Epoch 685 | loss: 0.0311104 | val_loss: 0.0311617 | Time: 2591.7 ms [2020-12-21 23:36:41 main:574] : INFO : Epoch 686 | loss: 0.0311079 | val_loss: 0.0311602 | Time: 2526.53 ms [2020-12-21 23:36:44 main:574] : INFO : Epoch 687 | loss: 0.0311072 | val_loss: 0.031164 | Time: 2574.99 ms [2020-12-21 23:36:46 main:574] : INFO : Epoch 688 | loss: 0.0311048 | val_loss: 0.0311609 | Time: 2570.9 ms [2020-12-21 23:36:49 main:574] : INFO : Epoch 689 | loss: 0.0311056 | val_loss: 0.0311675 | Time: 2485.04 ms [2020-12-21 23:36:51 main:574] : INFO : Epoch 690 | loss: 0.0311389 | val_loss: 0.0311577 | Time: 2508.64 ms [2020-12-21 23:36:54 main:574] : INFO : Epoch 691 | loss: 0.0311371 | val_loss: 0.0311564 | Time: 2490.83 ms [2020-12-21 23:36:56 main:574] : INFO : Epoch 692 | loss: 0.03113 | val_loss: 0.0311595 | Time: 2491.16 ms [2020-12-21 23:36:59 main:574] : INFO : Epoch 693 | loss: 0.0311254 | val_loss: 0.0311596 | Time: 2461.08 ms [2020-12-21 23:37:01 main:574] : INFO : Epoch 694 | loss: 0.0311194 | val_loss: 0.0311521 | Time: 2458.89 ms [2020-12-21 23:37:04 main:574] : INFO : Epoch 695 | loss: 0.0311165 | val_loss: 0.0311527 | Time: 2489.98 ms [2020-12-21 23:37:06 main:574] : INFO : Epoch 696 | loss: 0.0311138 | val_loss: 0.0311501 | Time: 2463.5 ms [2020-12-21 23:37:09 main:574] : INFO : Epoch 697 | loss: 0.031116 | val_loss: 0.0311515 | Time: 2445.53 ms [2020-12-21 23:37:11 main:574] : INFO : Epoch 698 | loss: 0.0311123 | val_loss: 0.0311519 | Time: 2457.2 ms [2020-12-21 23:37:14 main:574] : INFO : Epoch 699 | loss: 0.031112 | val_loss: 0.031162 | Time: 2448.35 ms [2020-12-21 23:37:16 main:574] : INFO : Epoch 700 | loss: 0.0311113 | val_loss: 0.031153 | Time: 2473.02 ms [2020-12-21 23:37:19 main:574] : INFO : Epoch 701 | loss: 0.0311091 | val_loss: 0.031154 | Time: 2502.71 ms [2020-12-21 23:37:21 main:574] : INFO : Epoch 702 | loss: 0.0311096 | val_loss: 0.0311508 | Time: 2475.95 ms [2020-12-21 23:37:24 main:574] : INFO : Epoch 703 | loss: 0.0311184 | val_loss: 0.0311534 | Time: 2446.38 ms [2020-12-21 23:37:26 main:574] : INFO : Epoch 704 | loss: 0.0311238 | val_loss: 0.0311572 | Time: 2478.61 ms [2020-12-21 23:37:28 main:574] : INFO : Epoch 705 | loss: 0.0311222 | val_loss: 0.0311518 | Time: 2445.11 ms [2020-12-21 23:37:31 main:574] : INFO : Epoch 706 | loss: 0.0311179 | val_loss: 0.031152 | Time: 2526.36 ms [2020-12-21 23:37:33 main:574] : INFO : Epoch 707 | loss: 0.0311164 | val_loss: 0.0311534 | Time: 2510.63 ms [2020-12-21 23:37:36 main:574] : INFO : Epoch 708 | loss: 0.0311223 | val_loss: 0.0311639 | Time: 2547.77 ms [2020-12-21 23:37:39 main:574] : INFO : Epoch 709 | loss: 0.0311471 | val_loss: 0.0311673 | Time: 2540.57 ms [2020-12-21 23:37:41 main:574] : INFO : Epoch 710 | loss: 0.0311442 | val_loss: 0.0311573 | Time: 2566.73 ms [2020-12-21 23:37:44 main:574] : INFO : Epoch 711 | loss: 0.0311356 | val_loss: 0.0311597 | Time: 2557.38 ms [2020-12-21 23:37:46 main:574] : INFO : Epoch 712 | loss: 0.0311358 | val_loss: 0.03116 | Time: 2559.58 ms [2020-12-21 23:37:49 main:574] : INFO : Epoch 713 | loss: 0.0311338 | val_loss: 0.0311633 | Time: 2559.85 ms [2020-12-21 23:37:51 main:574] : INFO : Epoch 714 | loss: 0.0311299 | val_loss: 0.0311598 | Time: 2608.14 ms [2020-12-21 23:37:54 main:574] : INFO : Epoch 715 | loss: 0.0311296 | val_loss: 0.0311547 | Time: 2530.19 ms [2020-12-21 23:37:56 main:574] : INFO : Epoch 716 | loss: 0.0311333 | val_loss: 0.0311604 | Time: 2471.89 ms [2020-12-21 23:37:59 main:574] : INFO : Epoch 717 | loss: 0.0311363 | val_loss: 0.0311617 | Time: 2502.85 ms [2020-12-21 23:38:02 main:574] : INFO : Epoch 718 | loss: 0.0311262 | val_loss: 0.0311605 | Time: 2515.72 ms [2020-12-21 23:38:04 main:574] : INFO : Epoch 719 | loss: 0.0311268 | val_loss: 0.0311533 | Time: 2528.09 ms [2020-12-21 23:38:07 main:574] : INFO : Epoch 720 | loss: 0.0311315 | val_loss: 0.0311581 | Time: 2575.59 ms [2020-12-21 23:38:09 main:574] : INFO : Epoch 721 | loss: 0.031128 | val_loss: 0.0311529 | Time: 2572.08 ms [2020-12-21 23:38:12 main:574] : INFO : Epoch 722 | loss: 0.0311245 | val_loss: 0.0311556 | Time: 2556.04 ms [2020-12-21 23:38:14 main:574] : INFO : Epoch 723 | loss: 0.0311221 | val_loss: 0.0311531 | Time: 2564.69 ms [2020-12-21 23:38:17 main:574] : INFO : Epoch 724 | loss: 0.0311191 | val_loss: 0.0311581 | Time: 2530.98 ms [2020-12-21 23:38:19 main:574] : INFO : Epoch 725 | loss: 0.0311182 | val_loss: 0.031153 | Time: 2536.74 ms [2020-12-21 23:38:22 main:574] : INFO : Epoch 726 | loss: 0.0311211 | val_loss: 0.0311531 | Time: 2514.16 ms [2020-12-21 23:38:24 main:574] : INFO : Epoch 727 | loss: 0.0311194 | val_loss: 0.0311535 | Time: 2492.74 ms [2020-12-21 23:38:27 main:574] : INFO : Epoch 728 | loss: 0.0311209 | val_loss: 0.0311566 | Time: 2533.4 ms [2020-12-21 23:38:29 main:574] : INFO : Epoch 729 | loss: 0.0311205 | val_loss: 0.0311612 | Time: 2510.99 ms [2020-12-21 23:38:32 main:574] : INFO : Epoch 730 | loss: 0.0311218 | val_loss: 0.0311554 | Time: 2549.08 ms [2020-12-21 23:38:35 main:574] : INFO : Epoch 731 | loss: 0.0311172 | val_loss: 0.0311538 | Time: 2562 ms [2020-12-21 23:38:37 main:574] : INFO : Epoch 732 | loss: 0.0311153 | val_loss: 0.0311547 | Time: 2511.2 ms [2020-12-21 23:38:40 main:574] : INFO : Epoch 733 | loss: 0.0311149 | val_loss: 0.0311517 | Time: 2451.79 ms [2020-12-21 23:38:42 main:574] : INFO : Epoch 734 | loss: 0.0311129 | val_loss: 0.0311581 | Time: 2482.9 ms [2020-12-21 23:38:44 main:574] : INFO : Epoch 735 | loss: 0.0311175 | val_loss: 0.0311607 | Time: 2441.51 ms [2020-12-21 23:38:47 main:574] : INFO : Epoch 736 | loss: 0.0311167 | val_loss: 0.0311527 | Time: 2453.35 ms [2020-12-21 23:38:49 main:574] : INFO : Epoch 737 | loss: 0.0311222 | val_loss: 0.0311572 | Time: 2458.74 ms [2020-12-21 23:38:52 main:574] : INFO : Epoch 738 | loss: 0.0311214 | val_loss: 0.0311543 | Time: 2471.14 ms [2020-12-21 23:38:54 main:574] : INFO : Epoch 739 | loss: 0.0311168 | val_loss: 0.0311595 | Time: 2448.3 ms [2020-12-21 23:38:57 main:574] : INFO : Epoch 740 | loss: 0.0311213 | val_loss: 0.0311545 | Time: 2468.53 ms [2020-12-21 23:38:59 main:574] : INFO : Epoch 741 | loss: 0.0311316 | val_loss: 0.031156 | Time: 2542.26 ms [2020-12-21 23:39:02 main:574] : INFO : Epoch 742 | loss: 0.0311388 | val_loss: 0.0311543 | Time: 2525.68 ms [2020-12-21 23:39:04 main:574] : INFO : Epoch 743 | loss: 0.0311349 | val_loss: 0.0311533 | Time: 2556.37 ms [2020-12-21 23:39:07 main:574] : INFO : Epoch 744 | loss: 0.0311275 | val_loss: 0.031152 | Time: 2534.79 ms [2020-12-21 23:39:10 main:574] : INFO : Epoch 745 | loss: 0.0311237 | val_loss: 0.0311532 | Time: 2554.39 ms [2020-12-21 23:39:12 main:574] : INFO : Epoch 746 | loss: 0.0311223 | val_loss: 0.0311542 | Time: 2540.01 ms [2020-12-21 23:39:15 main:574] : INFO : Epoch 747 | loss: 0.0311244 | val_loss: 0.0311566 | Time: 2522.21 ms [2020-12-21 23:39:17 main:574] : INFO : Epoch 748 | loss: 0.0311237 | val_loss: 0.0311509 | Time: 2521.56 ms [2020-12-21 23:39:20 main:574] : INFO : Epoch 749 | loss: 0.0311228 | val_loss: 0.0311549 | Time: 2555.79 ms [2020-12-21 23:39:22 main:574] : INFO : Epoch 750 | loss: 0.03112 | val_loss: 0.0311548 | Time: 2520.6 ms [2020-12-21 23:39:25 main:574] : INFO : Epoch 751 | loss: 0.0311206 | val_loss: 0.0311548 | Time: 2556.4 ms [2020-12-21 23:39:27 main:574] : INFO : Epoch 752 | loss: 0.0311166 | val_loss: 0.0311536 | Time: 2533.95 ms [2020-12-21 23:39:30 main:574] : INFO : Epoch 753 | loss: 0.0311147 | val_loss: 0.031152 | Time: 2552.8 ms [2020-12-21 23:39:32 main:574] : INFO : Epoch 754 | loss: 0.0311126 | val_loss: 0.0311568 | Time: 2559.42 ms [2020-12-21 23:39:35 main:574] : INFO : Epoch 755 | loss: 0.0311136 | val_loss: 0.0311567 | Time: 2545.82 ms [2020-12-21 23:39:38 main:574] : INFO : Epoch 756 | loss: 0.031114 | val_loss: 0.0311635 | Time: 2534.7 ms [2020-12-21 23:39:40 main:574] : INFO : Epoch 757 | loss: 0.031115 | val_loss: 0.0311543 | Time: 2551.94 ms [2020-12-21 23:39:43 main:574] : INFO : Epoch 758 | loss: 0.0311109 | val_loss: 0.0311563 | Time: 2545.47 ms [2020-12-21 23:39:45 main:574] : INFO : Epoch 759 | loss: 0.0311098 | val_loss: 0.0311557 | Time: 2547.58 ms [2020-12-21 23:39:48 main:574] : INFO : Epoch 760 | loss: 0.0311095 | val_loss: 0.03116 | Time: 2552.33 ms [2020-12-21 23:39:50 main:574] : INFO : Epoch 761 | loss: 0.0311085 | val_loss: 0.031152 | Time: 2547.26 ms [2020-12-21 23:39:53 main:574] : INFO : Epoch 762 | loss: 0.0311089 | val_loss: 0.0311543 | Time: 2536.1 ms [2020-12-21 23:39:55 main:574] : INFO : Epoch 763 | loss: 0.0311069 | val_loss: 0.0311566 | Time: 2546.83 ms [2020-12-21 23:39:58 main:574] : INFO : Epoch 764 | loss: 0.0311058 | val_loss: 0.0311535 | Time: 2546.6 ms [2020-12-21 23:40:01 main:574] : INFO : Epoch 765 | loss: 0.0311069 | val_loss: 0.0311519 | Time: 2535.42 ms [2020-12-21 23:40:03 main:574] : INFO : Epoch 766 | loss: 0.0311046 | val_loss: 0.0311506 | Time: 2552.65 ms [2020-12-21 23:40:06 main:574] : INFO : Epoch 767 | loss: 0.0311057 | val_loss: 0.0311567 | Time: 2561.97 ms [2020-12-21 23:40:08 main:574] : INFO : Epoch 768 | loss: 0.0311056 | val_loss: 0.0311535 | Time: 2566.68 ms [2020-12-21 23:40:11 main:574] : INFO : Epoch 769 | loss: 0.0311034 | val_loss: 0.0311507 | Time: 2558.59 ms [2020-12-21 23:40:13 main:574] : INFO : Epoch 770 | loss: 0.0311041 | val_loss: 0.0311506 | Time: 2560.87 ms [2020-12-21 23:40:16 main:574] : INFO : Epoch 771 | loss: 0.0311039 | val_loss: 0.0311597 | Time: 2545.34 ms [2020-12-21 23:40:18 main:574] : INFO : Epoch 772 | loss: 0.0311039 | val_loss: 0.0311544 | Time: 2531.19 ms [2020-12-21 23:40:21 main:574] : INFO : Epoch 773 | loss: 0.0311027 | val_loss: 0.0311539 | Time: 2552.4 ms [2020-12-21 23:40:24 main:574] : INFO : Epoch 774 | loss: 0.031106 | val_loss: 0.0311664 | Time: 2543.69 ms [2020-12-21 23:40:26 main:574] : INFO : Epoch 775 | loss: 0.0311024 | val_loss: 0.0311548 | Time: 2554.28 ms [2020-12-21 23:40:29 main:574] : INFO : Epoch 776 | loss: 0.031102 | val_loss: 0.0311533 | Time: 2565.41 ms [2020-12-21 23:40:31 main:574] : INFO : Epoch 777 | loss: 0.0310997 | val_loss: 0.031156 | Time: 2548.88 ms [2020-12-21 23:40:34 main:574] : INFO : Epoch 778 | loss: 0.0311 | val_loss: 0.0311571 | Time: 2550.89 ms [2020-12-21 23:40:36 main:574] : INFO : Epoch 779 | loss: 0.0311032 | val_loss: 0.0311564 | Time: 2506.35 ms [2020-12-21 23:40:39 main:574] : INFO : Epoch 780 | loss: 0.0311027 | val_loss: 0.0311569 | Time: 2560.9 ms [2020-12-21 23:40:41 main:574] : INFO : Epoch 781 | loss: 0.0311023 | val_loss: 0.0311577 | Time: 2561.58 ms [2020-12-21 23:40:44 main:574] : INFO : Epoch 782 | loss: 0.0311022 | val_loss: 0.0311526 | Time: 2555.87 ms [2020-12-21 23:40:47 main:574] : INFO : Epoch 783 | loss: 0.0311038 | val_loss: 0.0311548 | Time: 2553.18 ms [2020-12-21 23:40:49 main:574] : INFO : Epoch 784 | loss: 0.0311052 | val_loss: 0.0311556 | Time: 2543.44 ms [2020-12-21 23:40:52 main:574] : INFO : Epoch 785 | loss: 0.0311059 | val_loss: 0.0311557 | Time: 2558.05 ms [2020-12-21 23:40:54 main:574] : INFO : Epoch 786 | loss: 0.0311042 | val_loss: 0.0311546 | Time: 2560.89 ms [2020-12-21 23:40:57 main:574] : INFO : Epoch 787 | loss: 0.0311017 | val_loss: 0.0311568 | Time: 2545.39 ms [2020-12-21 23:40:59 main:574] : INFO : Epoch 788 | loss: 0.0311012 | val_loss: 0.0311524 | Time: 2547.61 ms [2020-12-21 23:41:02 main:574] : INFO : Epoch 789 | loss: 0.0311055 | val_loss: 0.0311539 | Time: 2543.79 ms [2020-12-21 23:41:04 main:574] : INFO : Epoch 790 | loss: 0.0311069 | val_loss: 0.0311546 | Time: 2559.18 ms [2020-12-21 23:41:07 main:574] : INFO : Epoch 791 | loss: 0.0311036 | val_loss: 0.0311512 | Time: 2547.79 ms [2020-12-21 23:41:10 main:574] : INFO : Epoch 792 | loss: 0.0311069 | val_loss: 0.0311536 | Time: 2558.02 ms [2020-12-21 23:41:12 main:574] : INFO : Epoch 793 | loss: 0.0311035 | val_loss: 0.0311583 | Time: 2562.01 ms [2020-12-21 23:41:15 main:574] : INFO : Epoch 794 | loss: 0.0311033 | val_loss: 0.0311555 | Time: 2558.34 ms [2020-12-21 23:41:17 main:574] : INFO : Epoch 795 | loss: 0.0311027 | val_loss: 0.031157 | Time: 2553.38 ms [2020-12-21 23:41:20 main:574] : INFO : Epoch 796 | loss: 0.0311024 | val_loss: 0.0311552 | Time: 2542.96 ms [2020-12-21 23:41:22 main:574] : INFO : Epoch 797 | loss: 0.031106 | val_loss: 0.0311617 | Time: 2566.56 ms [2020-12-21 23:41:25 main:574] : INFO : Epoch 798 | loss: 0.0311166 | val_loss: 0.0311563 | Time: 2561.47 ms [2020-12-21 23:41:27 main:574] : INFO : Epoch 799 | loss: 0.031111 | val_loss: 0.0311564 | Time: 2545.21 ms [2020-12-21 23:41:30 main:574] : INFO : Epoch 800 | loss: 0.0311205 | val_loss: 0.0311542 | Time: 2555.3 ms [2020-12-21 23:41:33 main:574] : INFO : Epoch 801 | loss: 0.03112 | val_loss: 0.0311541 | Time: 2547.3 ms [2020-12-21 23:41:35 main:574] : INFO : Epoch 802 | loss: 0.0311331 | val_loss: 0.0311587 | Time: 2554.61 ms [2020-12-21 23:41:38 main:574] : INFO : Epoch 803 | loss: 0.0311394 | val_loss: 0.0311581 | Time: 2551.9 ms [2020-12-21 23:41:40 main:574] : INFO : Epoch 804 | loss: 0.0311394 | val_loss: 0.0311573 | Time: 2537.91 ms [2020-12-21 23:41:43 main:574] : INFO : Epoch 805 | loss: 0.0311309 | val_loss: 0.0311573 | Time: 2539.61 ms [2020-12-21 23:41:45 main:574] : INFO : Epoch 806 | loss: 0.0311257 | val_loss: 0.0311537 | Time: 2564.41 ms [2020-12-21 23:41:48 main:574] : INFO : Epoch 807 | loss: 0.0311209 | val_loss: 0.0311583 | Time: 2546.1 ms [2020-12-21 23:41:50 main:574] : INFO : Epoch 808 | loss: 0.0311203 | val_loss: 0.0311589 | Time: 2564.34 ms [2020-12-21 23:41:53 main:574] : INFO : Epoch 809 | loss: 0.031118 | val_loss: 0.0311598 | Time: 2570.94 ms [2020-12-21 23:41:56 main:574] : INFO : Epoch 810 | loss: 0.0311155 | val_loss: 0.0311536 | Time: 2559.23 ms [2020-12-21 23:41:58 main:574] : INFO : Epoch 811 | loss: 0.031114 | val_loss: 0.0311568 | Time: 2554.02 ms [2020-12-21 23:42:01 main:574] : INFO : Epoch 812 | loss: 0.0311162 | val_loss: 0.0311566 | Time: 2560.96 ms [2020-12-21 23:42:03 main:574] : INFO : Epoch 813 | loss: 0.0311158 | val_loss: 0.0311556 | Time: 2547.08 ms [2020-12-21 23:42:06 main:574] : INFO : Epoch 814 | loss: 0.0311163 | val_loss: 0.0311531 | Time: 2556.76 ms [2020-12-21 23:42:08 main:574] : INFO : Epoch 815 | loss: 0.0311142 | val_loss: 0.0311547 | Time: 2538.36 ms [2020-12-21 23:42:11 main:574] : INFO : Epoch 816 | loss: 0.0311145 | val_loss: 0.0311582 | Time: 2521.93 ms [2020-12-21 23:42:13 main:574] : INFO : Epoch 817 | loss: 0.0311137 | val_loss: 0.0311573 | Time: 2477.95 ms [2020-12-21 23:42:16 main:574] : INFO : Epoch 818 | loss: 0.0311118 | val_loss: 0.0311518 | Time: 2540.02 ms [2020-12-21 23:42:18 main:574] : INFO : Epoch 819 | loss: 0.0311115 | val_loss: 0.0311567 | Time: 2559.79 ms [2020-12-21 23:42:21 main:574] : INFO : Epoch 820 | loss: 0.0311094 | val_loss: 0.0311586 | Time: 2557.49 ms [2020-12-21 23:42:24 main:574] : INFO : Epoch 821 | loss: 0.0311106 | val_loss: 0.0311607 | Time: 2545.91 ms [2020-12-21 23:42:26 main:574] : INFO : Epoch 822 | loss: 0.0311107 | val_loss: 0.0311587 | Time: 2551.71 ms [2020-12-21 23:42:29 main:574] : INFO : Epoch 823 | loss: 0.0311075 | val_loss: 0.0311581 | Time: 2529.04 ms [2020-12-21 23:42:31 main:574] : INFO : Epoch 824 | loss: 0.0311056 | val_loss: 0.0311593 | Time: 2546.86 ms [2020-12-21 23:42:34 main:574] : INFO : Epoch 825 | loss: 0.0311045 | val_loss: 0.0311571 | Time: 2534.39 ms [2020-12-21 23:42:36 main:574] : INFO : Epoch 826 | loss: 0.0311054 | val_loss: 0.0311591 | Time: 2554.25 ms [2020-12-21 23:42:39 main:574] : INFO : Epoch 827 | loss: 0.0311075 | val_loss: 0.0311524 | Time: 2545.64 ms [2020-12-21 23:42:41 main:574] : INFO : Epoch 828 | loss: 0.0311067 | val_loss: 0.0311596 | Time: 2536.13 ms [2020-12-21 23:42:44 main:574] : INFO : Epoch 829 | loss: 0.0311042 | val_loss: 0.0311578 | Time: 2529.58 ms [2020-12-21 23:42:47 main:574] : INFO : Epoch 830 | loss: 0.0311047 | val_loss: 0.0311621 | Time: 2571.27 ms [2020-12-21 23:42:49 main:574] : INFO : Epoch 831 | loss: 0.0311077 | val_loss: 0.0311619 | Time: 2546.01 ms [2020-12-21 23:42:52 main:574] : INFO : Epoch 832 | loss: 0.0311084 | val_loss: 0.0311578 | Time: 2513.86 ms [2020-12-21 23:42:54 main:574] : INFO : Epoch 833 | loss: 0.0311052 | val_loss: 0.0311607 | Time: 2552.05 ms [2020-12-21 23:42:57 main:574] : INFO : Epoch 834 | loss: 0.0311049 | val_loss: 0.0311624 | Time: 2527.76 ms [2020-12-21 23:42:59 main:574] : INFO : Epoch 835 | loss: 0.0311048 | val_loss: 0.0311548 | Time: 2527.54 ms [2020-12-21 23:43:02 main:574] : INFO : Epoch 836 | loss: 0.0311053 | val_loss: 0.0311623 | Time: 2545.95 ms [2020-12-21 23:43:04 main:574] : INFO : Epoch 837 | loss: 0.0311032 | val_loss: 0.031161 | Time: 2473.33 ms [2020-12-21 23:43:07 main:574] : INFO : Epoch 838 | loss: 0.0311025 | val_loss: 0.0311612 | Time: 2567.2 ms [2020-12-21 23:43:09 main:574] : INFO : Epoch 839 | loss: 0.0311018 | val_loss: 0.0311588 | Time: 2534.79 ms [2020-12-21 23:43:12 main:574] : INFO : Epoch 840 | loss: 0.0311008 | val_loss: 0.0311628 | Time: 2569.44 ms [2020-12-21 23:43:15 main:574] : INFO : Epoch 841 | loss: 0.0311012 | val_loss: 0.0311759 | Time: 2558.8 ms [2020-12-21 23:43:17 main:574] : INFO : Epoch 842 | loss: 0.0311049 | val_loss: 0.0311635 | Time: 2551.76 ms [2020-12-21 23:43:20 main:574] : INFO : Epoch 843 | loss: 0.0311028 | val_loss: 0.0311626 | Time: 2553.48 ms [2020-12-21 23:43:22 main:574] : INFO : Epoch 844 | loss: 0.0311035 | val_loss: 0.0311589 | Time: 2528.04 ms [2020-12-21 23:43:25 main:574] : INFO : Epoch 845 | loss: 0.0311024 | val_loss: 0.0311603 | Time: 2540.81 ms [2020-12-21 23:43:27 main:574] : INFO : Epoch 846 | loss: 0.0311042 | val_loss: 0.0311547 | Time: 2555.1 ms [2020-12-21 23:43:30 main:574] : INFO : Epoch 847 | loss: 0.0311056 | val_loss: 0.0311555 | Time: 2558.62 ms [2020-12-21 23:43:32 main:574] : INFO : Epoch 848 | loss: 0.0311069 | val_loss: 0.0311523 | Time: 2545.77 ms [2020-12-21 23:43:35 main:574] : INFO : Epoch 849 | loss: 0.0311062 | val_loss: 0.0311569 | Time: 2549.05 ms [2020-12-21 23:43:37 main:574] : INFO : Epoch 850 | loss: 0.0311061 | val_loss: 0.031165 | Time: 2551.89 ms [2020-12-21 23:43:40 main:574] : INFO : Epoch 851 | loss: 0.0311039 | val_loss: 0.0311561 | Time: 2549.28 ms [2020-12-21 23:43:43 main:574] : INFO : Epoch 852 | loss: 0.0311018 | val_loss: 0.0311595 | Time: 2547.33 ms [2020-12-21 23:43:45 main:574] : INFO : Epoch 853 | loss: 0.0311067 | val_loss: 0.0311546 | Time: 2541.7 ms [2020-12-21 23:43:48 main:574] : INFO : Epoch 854 | loss: 0.0311094 | val_loss: 0.0311622 | Time: 2542.29 ms [2020-12-21 23:43:50 main:574] : INFO : Epoch 855 | loss: 0.0311065 | val_loss: 0.0311597 | Time: 2549.63 ms [2020-12-21 23:43:53 main:574] : INFO : Epoch 856 | loss: 0.031106 | val_loss: 0.0311619 | Time: 2577.84 ms [2020-12-21 23:43:55 main:574] : INFO : Epoch 857 | loss: 0.0311128 | val_loss: 0.0311558 | Time: 2536.95 ms [2020-12-21 23:43:58 main:574] : INFO : Epoch 858 | loss: 0.0311113 | val_loss: 0.0311582 | Time: 2487.91 ms [2020-12-21 23:44:00 main:574] : INFO : Epoch 859 | loss: 0.0311092 | val_loss: 0.0311522 | Time: 2554.27 ms [2020-12-21 23:44:03 main:574] : INFO : Epoch 860 | loss: 0.0311086 | val_loss: 0.0311516 | Time: 2544.81 ms [2020-12-21 23:44:06 main:574] : INFO : Epoch 861 | loss: 0.0311054 | val_loss: 0.0311516 | Time: 2551.51 ms [2020-12-21 23:44:08 main:574] : INFO : Epoch 862 | loss: 0.0311051 | val_loss: 0.0311505 | Time: 2534.53 ms [2020-12-21 23:44:11 main:574] : INFO : Epoch 863 | loss: 0.0311089 | val_loss: 0.0311544 | Time: 2553.36 ms [2020-12-21 23:44:13 main:574] : INFO : Epoch 864 | loss: 0.0311038 | val_loss: 0.0311553 | Time: 2552.75 ms [2020-12-21 23:44:16 main:574] : INFO : Epoch 865 | loss: 0.0311024 | val_loss: 0.031151 | Time: 2553.41 ms [2020-12-21 23:44:18 main:574] : INFO : Epoch 866 | loss: 0.031102 | val_loss: 0.0311586 | Time: 2550.2 ms [2020-12-21 23:44:21 main:574] : INFO : Epoch 867 | loss: 0.0310992 | val_loss: 0.0311553 | Time: 2535.93 ms [2020-12-21 23:44:23 main:574] : INFO : Epoch 868 | loss: 0.0311004 | val_loss: 0.0311561 | Time: 2550.9 ms [2020-12-21 23:44:26 main:574] : INFO : Epoch 869 | loss: 0.0310986 | val_loss: 0.0311587 | Time: 2514.31 ms [2020-12-21 23:44:28 main:574] : INFO : Epoch 870 | loss: 0.0310992 | val_loss: 0.0311575 | Time: 2441.37 ms [2020-12-21 23:44:31 main:574] : INFO : Epoch 871 | loss: 0.0310991 | val_loss: 0.0311537 | Time: 2455.47 ms [2020-12-21 23:44:33 main:574] : INFO : Epoch 872 | loss: 0.0311002 | val_loss: 0.0311575 | Time: 2436.46 ms [2020-12-21 23:44:56 main:574] : INFO : Epoch 873 | loss: 0.0311015 | val_loss: 0.0311576 | Time: 22736 ms [2020-12-21 23:44:59 main:574] : INFO : Epoch 874 | loss: 0.0311052 | val_loss: 0.0311654 | Time: 2548.63 ms [2020-12-21 23:45:01 main:574] : INFO : Epoch 875 | loss: 0.0311026 | val_loss: 0.0311577 | Time: 2551.75 ms [2020-12-21 23:45:04 main:574] : INFO : Epoch 876 | loss: 0.0310998 | val_loss: 0.0311595 | Time: 2532.11 ms [2020-12-21 23:45:06 main:574] : INFO : Epoch 877 | loss: 0.0311018 | val_loss: 0.0311545 | Time: 2555.22 ms [2020-12-21 23:45:09 main:574] : INFO : Epoch 878 | loss: 0.0311105 | val_loss: 0.031154 | Time: 2550.66 ms [2020-12-21 23:45:11 main:574] : INFO : Epoch 879 | loss: 0.0311143 | val_loss: 0.0311537 | Time: 2552.2 ms [2020-12-21 23:45:14 main:574] : INFO : Epoch 880 | loss: 0.0311131 | val_loss: 0.0311551 | Time: 2559.44 ms [2020-12-21 23:45:16 main:574] : INFO : Epoch 881 | loss: 0.0311108 | val_loss: 0.0311586 | Time: 2549.99 ms [2020-12-21 23:45:19 main:574] : INFO : Epoch 882 | loss: 0.0311148 | val_loss: 0.0311556 | Time: 2538.58 ms [2020-12-21 23:45:22 main:574] : INFO : Epoch 883 | loss: 0.0311213 | val_loss: 0.0311586 | Time: 2574.24 ms [2020-12-21 23:45:24 main:574] : INFO : Epoch 884 | loss: 0.0311149 | val_loss: 0.0311565 | Time: 2565.33 ms [2020-12-21 23:45:27 main:574] : INFO : Epoch 885 | loss: 0.0311132 | val_loss: 0.0311528 | Time: 2581.5 ms [2020-12-21 23:45:29 main:574] : INFO : Epoch 886 | loss: 0.0311147 | val_loss: 0.0311539 | Time: 2493.88 ms [2020-12-21 23:45:32 main:574] : INFO : Epoch 887 | loss: 0.0311149 | val_loss: 0.0311529 | Time: 2548.44 ms [2020-12-21 23:45:34 main:574] : INFO : Epoch 888 | loss: 0.0311126 | val_loss: 0.0311541 | Time: 2511.21 ms [2020-12-21 23:45:37 main:574] : INFO : Epoch 889 | loss: 0.0311091 | val_loss: 0.0311497 | Time: 2555.41 ms [2020-12-21 23:45:39 main:574] : INFO : Epoch 890 | loss: 0.0311072 | val_loss: 0.0311494 | Time: 2553.36 ms [2020-12-21 23:45:42 main:574] : INFO : Epoch 891 | loss: 0.0311054 | val_loss: 0.0311483 | Time: 2551.56 ms [2020-12-21 23:45:45 main:574] : INFO : Epoch 892 | loss: 0.0311062 | val_loss: 0.0311453 | Time: 2535.5 ms [2020-12-21 23:45:47 main:574] : INFO : Epoch 893 | loss: 0.0311095 | val_loss: 0.0311534 | Time: 2557.14 ms [2020-12-21 23:45:50 main:574] : INFO : Epoch 894 | loss: 0.0311126 | val_loss: 0.0311506 | Time: 2554.78 ms [2020-12-21 23:45:52 main:574] : INFO : Epoch 895 | loss: 0.0311067 | val_loss: 0.0311575 | Time: 2540.38 ms [2020-12-21 23:45:55 main:574] : INFO : Epoch 896 | loss: 0.031102 | val_loss: 0.0311528 | Time: 2516.31 ms [2020-12-21 23:45:57 main:574] : INFO : Epoch 897 | loss: 0.0311049 | val_loss: 0.0311523 | Time: 2492.82 ms [2020-12-21 23:46:00 main:574] : INFO : Epoch 898 | loss: 0.0311126 | val_loss: 0.0311525 | Time: 2490.68 ms [2020-12-21 23:46:02 main:574] : INFO : Epoch 899 | loss: 0.0311095 | val_loss: 0.0311503 | Time: 2465.98 ms [2020-12-21 23:46:05 main:574] : INFO : Epoch 900 | loss: 0.0311063 | val_loss: 0.0311512 | Time: 2486.42 ms [2020-12-21 23:46:07 main:574] : INFO : Epoch 901 | loss: 0.0311059 | val_loss: 0.0311532 | Time: 2476.69 ms [2020-12-21 23:46:10 main:574] : INFO : Epoch 902 | loss: 0.0311036 | val_loss: 0.0311528 | Time: 2453.78 ms [2020-12-21 23:46:12 main:574] : INFO : Epoch 903 | loss: 0.0311037 | val_loss: 0.0311534 | Time: 2467.7 ms [2020-12-21 23:46:15 main:574] : INFO : Epoch 904 | loss: 0.0311017 | val_loss: 0.0311593 | Time: 2478.36 ms [2020-12-21 23:46:17 main:574] : INFO : Epoch 905 | loss: 0.0311011 | val_loss: 0.0311565 | Time: 2500.53 ms [2020-12-21 23:46:20 main:574] : INFO : Epoch 906 | loss: 0.0311051 | val_loss: 0.0311607 | Time: 2501.18 ms [2020-12-21 23:46:22 main:574] : INFO : Epoch 907 | loss: 0.0311061 | val_loss: 0.0311615 | Time: 2611.72 ms [2020-12-21 23:46:25 main:574] : INFO : Epoch 908 | loss: 0.0311047 | val_loss: 0.0311547 | Time: 2496.53 ms [2020-12-21 23:46:27 main:574] : INFO : Epoch 909 | loss: 0.0311056 | val_loss: 0.0311518 | Time: 2507.19 ms [2020-12-21 23:46:30 main:574] : INFO : Epoch 910 | loss: 0.0311125 | val_loss: 0.0311558 | Time: 2563.77 ms [2020-12-21 23:46:32 main:574] : INFO : Epoch 911 | loss: 0.0311228 | val_loss: 0.0311524 | Time: 2511.85 ms [2020-12-21 23:46:35 main:574] : INFO : Epoch 912 | loss: 0.0311344 | val_loss: 0.0311611 | Time: 2564.89 ms [2020-12-21 23:46:37 main:574] : INFO : Epoch 913 | loss: 0.0311389 | val_loss: 0.0311607 | Time: 2547.7 ms [2020-12-21 23:46:40 main:574] : INFO : Epoch 914 | loss: 0.0311392 | val_loss: 0.0311623 | Time: 2555.88 ms [2020-12-21 23:46:43 main:574] : INFO : Epoch 915 | loss: 0.0311351 | val_loss: 0.0311569 | Time: 2534.44 ms [2020-12-21 23:46:45 main:574] : INFO : Epoch 916 | loss: 0.0311322 | val_loss: 0.0311555 | Time: 2548.46 ms [2020-12-21 23:46:48 main:574] : INFO : Epoch 917 | loss: 0.031132 | val_loss: 0.031159 | Time: 2557.02 ms [2020-12-21 23:46:50 main:574] : INFO : Epoch 918 | loss: 0.0311289 | val_loss: 0.0311603 | Time: 2512.89 ms [2020-12-21 23:46:53 main:574] : INFO : Epoch 919 | loss: 0.0311258 | val_loss: 0.0311601 | Time: 2490.87 ms [2020-12-21 23:46:55 main:574] : INFO : Epoch 920 | loss: 0.031125 | val_loss: 0.0311559 | Time: 2533.38 ms [2020-12-21 23:46:58 main:574] : INFO : Epoch 921 | loss: 0.031123 | val_loss: 0.031152 | Time: 2523.08 ms [2020-12-21 23:47:00 main:574] : INFO : Epoch 922 | loss: 0.0311228 | val_loss: 0.0311539 | Time: 2552.16 ms [2020-12-21 23:47:03 main:574] : INFO : Epoch 923 | loss: 0.031125 | val_loss: 0.031156 | Time: 2557.28 ms [2020-12-21 23:47:05 main:574] : INFO : Epoch 924 | loss: 0.0311259 | val_loss: 0.0311614 | Time: 2567.13 ms [2020-12-21 23:47:08 main:574] : INFO : Epoch 925 | loss: 0.031127 | val_loss: 0.0311598 | Time: 2568.14 ms [2020-12-21 23:47:11 main:574] : INFO : Epoch 926 | loss: 0.0311333 | val_loss: 0.0311582 | Time: 2552.58 ms [2020-12-21 23:47:13 main:574] : INFO : Epoch 927 | loss: 0.0311251 | val_loss: 0.0311565 | Time: 2548.76 ms [2020-12-21 23:47:16 main:574] : INFO : Epoch 928 | loss: 0.031122 | val_loss: 0.0311549 | Time: 2554.21 ms [2020-12-21 23:47:18 main:574] : INFO : Epoch 929 | loss: 0.03112 | val_loss: 0.0311509 | Time: 2551.23 ms [2020-12-21 23:47:21 main:574] : INFO : Epoch 930 | loss: 0.0311204 | val_loss: 0.0311614 | Time: 2562.25 ms [2020-12-21 23:47:23 main:574] : INFO : Epoch 931 | loss: 0.0311174 | val_loss: 0.0311551 | Time: 2550.89 ms [2020-12-21 23:47:26 main:574] : INFO : Epoch 932 | loss: 0.0311159 | val_loss: 0.0311516 | Time: 2548.32 ms [2020-12-21 23:47:29 main:574] : INFO : Epoch 933 | loss: 0.0311172 | val_loss: 0.0311513 | Time: 2541.77 ms [2020-12-21 23:47:31 main:574] : INFO : Epoch 934 | loss: 0.0311157 | val_loss: 0.0311508 | Time: 2552.11 ms [2020-12-21 23:47:34 main:574] : INFO : Epoch 935 | loss: 0.0311148 | val_loss: 0.0311526 | Time: 2550.98 ms [2020-12-21 23:47:36 main:574] : INFO : Epoch 936 | loss: 0.0311219 | val_loss: 0.0311532 | Time: 2562.66 ms [2020-12-21 23:47:39 main:574] : INFO : Epoch 937 | loss: 0.0311221 | val_loss: 0.0311566 | Time: 2545.09 ms [2020-12-21 23:47:41 main:574] : INFO : Epoch 938 | loss: 0.0311192 | val_loss: 0.031153 | Time: 2567.5 ms [2020-12-21 23:47:44 main:574] : INFO : Epoch 939 | loss: 0.0311166 | val_loss: 0.0311481 | Time: 2562.32 ms [2020-12-21 23:47:46 main:574] : INFO : Epoch 940 | loss: 0.0311235 | val_loss: 0.031149 | Time: 2566.85 ms [2020-12-21 23:47:49 main:574] : INFO : Epoch 941 | loss: 0.0311212 | val_loss: 0.0311461 | Time: 2555.49 ms [2020-12-21 23:47:52 main:574] : INFO : Epoch 942 | loss: 0.0311217 | val_loss: 0.0311526 | Time: 2556.84 ms [2020-12-21 23:47:54 main:574] : INFO : Epoch 943 | loss: 0.0311209 | val_loss: 0.0311503 | Time: 2565.06 ms [2020-12-21 23:47:57 main:574] : INFO : Epoch 944 | loss: 0.0311176 | val_loss: 0.0311492 | Time: 2535.89 ms [2020-12-21 23:47:59 main:574] : INFO : Epoch 945 | loss: 0.031121 | val_loss: 0.0311477 | Time: 2569.88 ms [2020-12-21 23:48:02 main:574] : INFO : Epoch 946 | loss: 0.031122 | val_loss: 0.0311601 | Time: 2557.23 ms [2020-12-21 23:48:04 main:574] : INFO : Epoch 947 | loss: 0.0311629 | val_loss: 0.0311708 | Time: 2544.92 ms [2020-12-21 23:48:07 main:574] : INFO : Epoch 948 | loss: 0.0311653 | val_loss: 0.0311644 | Time: 2558.9 ms [2020-12-21 23:48:09 main:574] : INFO : Epoch 949 | loss: 0.0311637 | val_loss: 0.0311661 | Time: 2558.42 ms [2020-12-21 23:48:12 main:574] : INFO : Epoch 950 | loss: 0.03116 | val_loss: 0.0311635 | Time: 2554.45 ms [2020-12-21 23:48:15 main:574] : INFO : Epoch 951 | loss: 0.031156 | val_loss: 0.0311597 | Time: 2575.32 ms [2020-12-21 23:48:17 main:574] : INFO : Epoch 952 | loss: 0.031153 | val_loss: 0.0311599 | Time: 2552.84 ms [2020-12-21 23:48:20 main:574] : INFO : Epoch 953 | loss: 0.0311513 | val_loss: 0.0311624 | Time: 2559.01 ms [2020-12-21 23:48:22 main:574] : INFO : Epoch 954 | loss: 0.0311496 | val_loss: 0.0311599 | Time: 2561.84 ms [2020-12-21 23:48:25 main:574] : INFO : Epoch 955 | loss: 0.0311489 | val_loss: 0.0311577 | Time: 2569.12 ms [2020-12-21 23:48:27 main:574] : INFO : Epoch 956 | loss: 0.0311473 | val_loss: 0.031161 | Time: 2550.79 ms [2020-12-21 23:48:30 main:574] : INFO : Epoch 957 | loss: 0.0311448 | val_loss: 0.0311607 | Time: 2573.61 ms [2020-12-21 23:48:33 main:574] : INFO : Epoch 958 | loss: 0.0311446 | val_loss: 0.0311595 | Time: 2551.64 ms [2020-12-21 23:48:35 main:574] : INFO : Epoch 959 | loss: 0.0311419 | val_loss: 0.0311634 | Time: 2508.22 ms [2020-12-21 23:48:38 main:574] : INFO : Epoch 960 | loss: 0.0311461 | val_loss: 0.031161 | Time: 2554.25 ms [2020-12-21 23:48:40 main:574] : INFO : Epoch 961 | loss: 0.0311507 | val_loss: 0.0311632 | Time: 2546.51 ms [2020-12-21 23:48:43 main:574] : INFO : Epoch 962 | loss: 0.0311513 | val_loss: 0.0311656 | Time: 2564.91 ms [2020-12-21 23:48:45 main:574] : INFO : Epoch 963 | loss: 0.0311445 | val_loss: 0.031161 | Time: 2557.42 ms [2020-12-21 23:48:48 main:574] : INFO : Epoch 964 | loss: 0.0311416 | val_loss: 0.031161 | Time: 2553.35 ms [2020-12-21 23:48:50 main:574] : INFO : Epoch 965 | loss: 0.0311418 | val_loss: 0.0311637 | Time: 2550.84 ms [2020-12-21 23:48:53 main:574] : INFO : Epoch 966 | loss: 0.0311411 | val_loss: 0.0311631 | Time: 2556.22 ms [2020-12-21 23:48:56 main:574] : INFO : Epoch 967 | loss: 0.0311393 | val_loss: 0.031159 | Time: 2565.41 ms [2020-12-21 23:48:58 main:574] : INFO : Epoch 968 | loss: 0.0311382 | val_loss: 0.0311614 | Time: 2550.63 ms [2020-12-21 23:49:01 main:574] : INFO : Epoch 969 | loss: 0.031137 | val_loss: 0.0311618 | Time: 2554.6 ms [2020-12-21 23:49:03 main:574] : INFO : Epoch 970 | loss: 0.0311415 | val_loss: 0.0311606 | Time: 2556.82 ms [2020-12-21 23:49:06 main:574] : INFO : Epoch 971 | loss: 0.0311409 | val_loss: 0.0311613 | Time: 2569.99 ms [2020-12-21 23:49:08 main:574] : INFO : Epoch 972 | loss: 0.0311385 | val_loss: 0.0311612 | Time: 2554.99 ms [2020-12-21 23:49:11 main:574] : INFO : Epoch 973 | loss: 0.0311374 | val_loss: 0.0311612 | Time: 2570.46 ms [2020-12-21 23:49:14 main:574] : INFO : Epoch 974 | loss: 0.031136 | val_loss: 0.0311631 | Time: 2559.54 ms [2020-12-21 23:49:16 main:574] : INFO : Epoch 975 | loss: 0.0311369 | val_loss: 0.031161 | Time: 2567.58 ms [2020-12-21 23:49:19 main:574] : INFO : Epoch 976 | loss: 0.0311341 | val_loss: 0.0311603 | Time: 2549.74 ms [2020-12-21 23:49:21 main:574] : INFO : Epoch 977 | loss: 0.0311327 | val_loss: 0.0311591 | Time: 2566.97 ms [2020-12-21 23:49:24 main:574] : INFO : Epoch 978 | loss: 0.0311327 | val_loss: 0.031164 | Time: 2560.45 ms [2020-12-21 23:49:26 main:574] : INFO : Epoch 979 | loss: 0.031131 | val_loss: 0.0311659 | Time: 2572.23 ms [2020-12-21 23:49:29 main:574] : INFO : Epoch 980 | loss: 0.0311358 | val_loss: 0.0311595 | Time: 2545.15 ms [2020-12-21 23:49:31 main:574] : INFO : Epoch 981 | loss: 0.0311361 | val_loss: 0.0311596 | Time: 2561.54 ms [2020-12-21 23:49:34 main:574] : INFO : Epoch 982 | loss: 0.031133 | val_loss: 0.0311563 | Time: 2551.49 ms [2020-12-21 23:49:37 main:574] : INFO : Epoch 983 | loss: 0.0311326 | val_loss: 0.0311648 | Time: 2565.31 ms [2020-12-21 23:49:39 main:574] : INFO : Epoch 984 | loss: 0.0311305 | val_loss: 0.0311584 | Time: 2568.75 ms [2020-12-21 23:49:42 main:574] : INFO : Epoch 985 | loss: 0.031129 | val_loss: 0.0311584 | Time: 2569.42 ms [2020-12-21 23:49:44 main:574] : INFO : Epoch 986 | loss: 0.0311282 | val_loss: 0.0311578 | Time: 2562.11 ms [2020-12-21 23:49:47 main:574] : INFO : Epoch 987 | loss: 0.0311288 | val_loss: 0.0311586 | Time: 2562.02 ms [2020-12-21 23:49:50 main:574] : INFO : Epoch 988 | loss: 0.0311285 | val_loss: 0.0311607 | Time: 2554.22 ms [2020-12-21 23:49:52 main:574] : INFO : Epoch 989 | loss: 0.0311301 | val_loss: 0.0311571 | Time: 2563.12 ms [2020-12-21 23:49:55 main:574] : INFO : Epoch 990 | loss: 0.0311306 | val_loss: 0.0311597 | Time: 2565.01 ms [2020-12-21 23:49:57 main:574] : INFO : Epoch 991 | loss: 0.0311287 | val_loss: 0.0311583 | Time: 2557.07 ms [2020-12-21 23:50:00 main:574] : INFO : Epoch 992 | loss: 0.0311306 | val_loss: 0.0311635 | Time: 2561.44 ms [2020-12-21 23:50:02 main:574] : INFO : Epoch 993 | loss: 0.0311324 | val_loss: 0.0311604 | Time: 2558.25 ms [2020-12-21 23:50:05 main:574] : INFO : Epoch 994 | loss: 0.0311309 | val_loss: 0.0311575 | Time: 2565.31 ms [2020-12-21 23:50:07 main:574] : INFO : Epoch 995 | loss: 0.0311307 | val_loss: 0.0311541 | Time: 2542.01 ms [2020-12-21 23:50:10 main:574] : INFO : Epoch 996 | loss: 0.0311291 | val_loss: 0.0311647 | Time: 2547.21 ms [2020-12-21 23:50:13 main:574] : INFO : Epoch 997 | loss: 0.0311268 | val_loss: 0.0311572 | Time: 2550.78 ms [2020-12-21 23:50:15 main:574] : INFO : Epoch 998 | loss: 0.0311257 | val_loss: 0.0311559 | Time: 2569.85 ms [2020-12-21 23:50:18 main:574] : INFO : Epoch 999 | loss: 0.0311267 | val_loss: 0.031156 | Time: 2567.09 ms [2020-12-21 23:50:20 main:574] : INFO : Epoch 1000 | loss: 0.0311266 | val_loss: 0.0311553 | Time: 2560.76 ms [2020-12-21 23:50:23 main:574] : INFO : Epoch 1001 | loss: 0.0311249 | val_loss: 0.0311527 | Time: 2561.78 ms [2020-12-21 23:50:25 main:574] : INFO : Epoch 1002 | loss: 0.031124 | val_loss: 0.0311548 | Time: 2552.33 ms [2020-12-21 23:50:28 main:574] : INFO : Epoch 1003 | loss: 0.031126 | val_loss: 0.0311534 | Time: 2557.47 ms [2020-12-21 23:50:31 main:574] : INFO : Epoch 1004 | loss: 0.031128 | val_loss: 0.0311548 | Time: 2566.86 ms [2020-12-21 23:50:33 main:574] : INFO : Epoch 1005 | loss: 0.0311249 | val_loss: 0.0311557 | Time: 2549 ms [2020-12-21 23:50:36 main:574] : INFO : Epoch 1006 | loss: 0.0311228 | val_loss: 0.03116 | Time: 2567.89 ms [2020-12-21 23:50:38 main:574] : INFO : Epoch 1007 | loss: 0.0311266 | val_loss: 0.0311602 | Time: 2560.9 ms [2020-12-21 23:50:41 main:574] : INFO : Epoch 1008 | loss: 0.0311246 | val_loss: 0.0311534 | Time: 2564.8 ms [2020-12-21 23:50:43 main:574] : INFO : Epoch 1009 | loss: 0.0311246 | val_loss: 0.0311588 | Time: 2551.84 ms [2020-12-21 23:50:46 main:574] : INFO : Epoch 1010 | loss: 0.0311265 | val_loss: 0.0311649 | Time: 2573.88 ms [2020-12-21 23:50:49 main:574] : INFO : Epoch 1011 | loss: 0.0311285 | val_loss: 0.0311699 | Time: 2574.8 ms [2020-12-21 23:50:51 main:574] : INFO : Epoch 1012 | loss: 0.0311647 | val_loss: 0.0312055 | Time: 2563.92 ms [2020-12-21 23:50:54 main:574] : INFO : Epoch 1013 | loss: 0.0454262 | val_loss: 0.0466026 | Time: 2563.81 ms [2020-12-21 23:50:56 main:574] : INFO : Epoch 1014 | loss: 0.0484519 | val_loss: 0.0357615 | Time: 2554.04 ms [2020-12-21 23:50:59 main:574] : INFO : Epoch 1015 | loss: 0.0331427 | val_loss: 0.0317207 | Time: 2564.73 ms [2020-12-21 23:51:01 main:574] : INFO : Epoch 1016 | loss: 0.0314255 | val_loss: 0.0313467 | Time: 2563.82 ms [2020-12-21 23:51:04 main:574] : INFO : Epoch 1017 | loss: 0.0312831 | val_loss: 0.031249 | Time: 2569.45 ms [2020-12-21 23:51:06 main:574] : INFO : Epoch 1018 | loss: 0.0312484 | val_loss: 0.0312415 | Time: 2541.88 ms [2020-12-21 23:51:09 main:574] : INFO : Epoch 1019 | loss: 0.0312391 | val_loss: 0.0312349 | Time: 2521.65 ms [2020-12-21 23:51:12 main:574] : INFO : Epoch 1020 | loss: 0.0312338 | val_loss: 0.0312292 | Time: 2558.86 ms [2020-12-21 23:51:14 main:574] : INFO : Epoch 1021 | loss: 0.0312299 | val_loss: 0.0312256 | Time: 2571.68 ms [2020-12-21 23:51:17 main:574] : INFO : Epoch 1022 | loss: 0.0312272 | val_loss: 0.0312235 | Time: 2543.68 ms [2020-12-21 23:51:19 main:574] : INFO : Epoch 1023 | loss: 0.0312255 | val_loss: 0.0312211 | Time: 2562.69 ms [2020-12-21 23:51:22 main:574] : INFO : Epoch 1024 | loss: 0.0312233 | val_loss: 0.0312208 | Time: 2545.13 ms [2020-12-21 23:51:22 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312208 [2020-12-21 23:51:22 main:603] : INFO : Saving end state to config to file [2020-12-21 23:51:22 main:608] : INFO : Success, exiting.. 23:51:22 (19832): 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)