Task 3170026
| Name | EightBitModified-1605932411-16504-3_0 |
| Workunit | 1467779 |
| Created | 3 Dec 2020, 20:50:04 UTC |
| Sent | 5 Dec 2020, 10:04:29 UTC |
| Report deadline | 12 Dec 2020, 10:04:29 UTC |
| Received | 9 Dec 2020, 15:11:10 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 574 |
| Run time | 43 min 43 sec |
| CPU time | 42 min 11 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 1,475.31 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.55 GB |
| Peak swap size | 3.45 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 2-09 15:49:48 main:574] : INFO : Epoch 530 | loss: 0.00011057 | val_loss: 0.000148148 | Time: 2487.66 ms [2020-12-09 15:49:50 main:574] : INFO : Epoch 531 | loss: 0.000136194 | val_loss: 0.000143293 | Time: 2493.86 ms [2020-12-09 15:49:53 main:574] : INFO : Epoch 532 | loss: 0.000116221 | val_loss: 0.000137061 | Time: 2520.85 ms [2020-12-09 15:49:56 main:574] : INFO : Epoch 533 | loss: 0.000119339 | val_loss: 0.000133384 | Time: 2510.75 ms [2020-12-09 15:49:58 main:574] : INFO : Epoch 534 | loss: 0.00011382 | val_loss: 0.000134314 | Time: 2510.05 ms [2020-12-09 15:50:01 main:574] : INFO : Epoch 535 | loss: 0.000118006 | val_loss: 0.000144859 | Time: 2497.99 ms [2020-12-09 15:50:03 main:574] : INFO : Epoch 536 | loss: 0.00011778 | val_loss: 0.000132805 | Time: 2511.21 ms [2020-12-09 15:50:06 main:574] : INFO : Epoch 537 | loss: 0.000116724 | val_loss: 0.000170507 | Time: 2528.29 ms [2020-12-09 15:50:08 main:574] : INFO : Epoch 538 | loss: 0.000155464 | val_loss: 0.000145219 | Time: 2537.35 ms [2020-12-09 15:50:11 main:574] : INFO : Epoch 539 | loss: 0.000123652 | val_loss: 0.000130384 | Time: 2567.29 ms [2020-12-09 15:50:14 main:574] : INFO : Epoch 540 | loss: 0.000112578 | val_loss: 0.000128078 | Time: 2520.27 ms [2020-12-09 15:50:16 main:574] : INFO : Epoch 541 | loss: 0.000110005 | val_loss: 0.000136659 | Time: 2536.03 ms [2020-12-09 15:50:19 main:574] : INFO : Epoch 542 | loss: 0.000134837 | val_loss: 0.000145314 | Time: 2513.69 ms [2020-12-09 15:50:21 main:574] : INFO : Epoch 543 | loss: 0.00012125 | val_loss: 0.00012915 | Time: 2506.05 ms [2020-12-09 15:50:24 main:574] : INFO : Epoch 544 | loss: 0.000112071 | val_loss: 0.000131647 | Time: 2538.68 ms [2020-12-09 15:50:26 main:574] : INFO : Epoch 545 | loss: 0.000124078 | val_loss: 0.000176199 | Time: 2520.29 ms [2020-12-09 15:50:29 main:574] : INFO : Epoch 546 | loss: 0.000140785 | val_loss: 0.000137503 | Time: 2566.17 ms [2020-12-09 15:50:32 main:574] : INFO : Epoch 547 | loss: 0.000112914 | val_loss: 0.000126884 | Time: 2561.39 ms [2020-12-09 15:50:34 main:574] : INFO : Epoch 548 | loss: 0.000107885 | val_loss: 0.000124431 | Time: 2530.81 ms [2020-12-09 15:50:37 main:574] : INFO : Epoch 549 | loss: 0.000106788 | val_loss: 0.000125761 | Time: 2500.06 ms [2020-12-09 15:50:39 main:574] : INFO : Epoch 550 | loss: 0.000143047 | val_loss: 0.000161104 | Time: 2515.28 ms [2020-12-09 15:50:42 main:574] : INFO : Epoch 551 | loss: 0.000132428 | val_loss: 0.000134776 | Time: 2474.78 ms [2020-12-09 15:50:44 main:574] : INFO : Epoch 552 | loss: 0.00011544 | val_loss: 0.00012815 | Time: 2505.97 ms [2020-12-09 15:50:47 main:574] : INFO : Epoch 553 | loss: 0.000109475 | val_loss: 0.000123768 | Time: 2533 ms [2020-12-09 15:50:49 main:574] : INFO : Epoch 554 | loss: 0.000113866 | val_loss: 0.000144074 | Time: 2500.5 ms [2020-12-09 15:50:52 main:574] : INFO : Epoch 555 | loss: 0.000142265 | val_loss: 0.000154391 | Time: 2492.95 ms [2020-12-09 15:50:55 main:574] : INFO : Epoch 556 | loss: 0.000117035 | val_loss: 0.000125472 | Time: 2566.9 ms [2020-12-09 15:50:57 main:574] : INFO : Epoch 557 | loss: 0.000110491 | val_loss: 0.000132377 | Time: 2514.69 ms [2020-12-09 15:51:00 main:574] : INFO : Epoch 558 | loss: 0.00012031 | val_loss: 0.000149527 | Time: 2536.49 ms [2020-12-09 15:51:02 main:574] : INFO : Epoch 559 | loss: 0.000121333 | val_loss: 0.000133513 | Time: 2497.89 ms [2020-12-09 15:51:05 main:574] : INFO : Epoch 560 | loss: 0.000112459 | val_loss: 0.000132712 | Time: 2470.43 ms [2020-12-09 15:51:07 main:574] : INFO : Epoch 561 | loss: 0.00016123 | val_loss: 0.000167943 | Time: 2562.01 ms [2020-12-09 15:51:10 main:574] : INFO : Epoch 562 | loss: 0.0001312 | val_loss: 0.000132945 | Time: 2525.57 ms [2020-12-09 15:51:12 main:574] : INFO : Epoch 563 | loss: 0.000113555 | val_loss: 0.000125151 | Time: 2522.52 ms [2020-12-09 15:51:15 main:574] : INFO : Epoch 564 | loss: 0.000108608 | val_loss: 0.000124948 | Time: 2534.71 ms [2020-12-09 15:51:18 main:574] : INFO : Epoch 565 | loss: 0.000110544 | val_loss: 0.000138864 | Time: 2502.98 ms [2020-12-09 15:51:20 main:574] : INFO : Epoch 566 | loss: 0.000122099 | val_loss: 0.00012881 | Time: 2520.73 ms [2020-12-09 15:51:23 main:574] : INFO : Epoch 567 | loss: 0.000110681 | val_loss: 0.000127828 | Time: 2510.1 ms [2020-12-09 15:51:25 main:574] : INFO : Epoch 568 | loss: 0.000118207 | val_loss: 0.000167194 | Time: 2464.41 ms [2020-12-09 15:51:28 main:574] : INFO : Epoch 569 | loss: 0.000153606 | val_loss: 0.000167332 | Time: 2484.9 ms [2020-12-09 15:51:30 main:574] : INFO : Epoch 570 | loss: 0.000128374 | val_loss: 0.000131272 | Time: 2507.84 ms [2020-12-09 15:51:33 main:574] : INFO : Epoch 571 | loss: 0.000110809 | val_loss: 0.000123833 | Time: 2600.6 ms [2020-12-09 15:51:35 main:574] : INFO : Epoch 572 | loss: 0.000107617 | val_loss: 0.000126508 | Time: 2595.3 ms [2020-12-09 15:51:38 main:574] : INFO : Epoch 573 | loss: 0.000119772 | val_loss: 0.000181377 | Time: 2546.5 ms [2020-12-09 15:51:41 main:574] : INFO : Epoch 574 | loss: 0.000148448 | val_loss: 0.000132389 | Time: 2482.7 ms [2020-12-09 15:51:43 main:574] : INFO : Epoch 575 | loss: 0.000115612 | val_loss: 0.000129278 | Time: 2506.46 ms [2020-12-09 15:51:46 main:574] : INFO : Epoch 576 | loss: 0.00011546 | val_loss: 0.00012584 | Time: 2610.33 ms [2020-12-09 15:51:48 main:574] : INFO : Epoch 577 | loss: 0.000110489 | val_loss: 0.000127336 | Time: 2569.9 ms [2020-12-09 15:51:51 main:574] : INFO : Epoch 578 | loss: 0.000117015 | val_loss: 0.000141675 | Time: 2562.95 ms [2020-12-09 15:51:54 main:574] : INFO : Epoch 579 | loss: 0.000128718 | val_loss: 0.000131676 | Time: 2472.03 ms [2020-12-09 15:51:56 main:574] : INFO : Epoch 580 | loss: 0.000119328 | val_loss: 0.000131563 | Time: 2533.68 ms [2020-12-09 15:51:59 main:574] : INFO : Epoch 581 | loss: 0.000117589 | val_loss: 0.000131119 | Time: 2554.96 ms [2020-12-09 15:52:01 main:574] : INFO : Epoch 582 | loss: 0.000112488 | val_loss: 0.000126533 | Time: 2481.79 ms [2020-12-09 15:52:04 main:574] : INFO : Epoch 583 | loss: 0.00010677 | val_loss: 0.000123449 | Time: 2529.05 ms [2020-12-09 15:52:06 main:574] : INFO : Epoch 584 | loss: 0.000124543 | val_loss: 0.000179381 | Time: 2568.87 ms [2020-12-09 15:52:09 main:574] : INFO : Epoch 585 | loss: 0.000172772 | val_loss: 0.000150498 | Time: 2624.18 ms [2020-12-09 15:52:12 main:574] : INFO : Epoch 586 | loss: 0.000122682 | val_loss: 0.000131629 | Time: 2567 ms [2020-12-09 15:52:14 main:574] : INFO : Epoch 587 | loss: 0.00011411 | val_loss: 0.000124407 | Time: 2503.99 ms [2020-12-09 15:52:17 main:574] : INFO : Epoch 588 | loss: 0.000106561 | val_loss: 0.000123177 | Time: 2595.5 ms [2020-12-09 15:52:19 main:574] : INFO : Epoch 589 | loss: 0.000113486 | val_loss: 0.000140921 | Time: 2546.88 ms [2020-12-09 15:52:22 main:574] : INFO : Epoch 590 | loss: 0.000126222 | val_loss: 0.00013746 | Time: 2544.35 ms [2020-12-09 15:52:25 main:574] : INFO : Epoch 591 | loss: 0.000114795 | val_loss: 0.000124124 | Time: 2567.58 ms [2020-12-09 15:52:27 main:574] : INFO : Epoch 592 | loss: 0.000106955 | val_loss: 0.00012425 | Time: 2519.62 ms [2020-12-09 15:52:30 main:574] : INFO : Epoch 593 | loss: 0.000153953 | val_loss: 0.00017691 | Time: 2529.97 ms [2020-12-09 15:52:32 main:574] : INFO : Epoch 594 | loss: 0.000138806 | val_loss: 0.000135297 | Time: 2518.65 ms [2020-12-09 15:52:35 main:574] : INFO : Epoch 595 | loss: 0.000113495 | val_loss: 0.00012381 | Time: 2558.52 ms [2020-12-09 15:52:37 main:574] : INFO : Epoch 596 | loss: 0.000107111 | val_loss: 0.000124253 | Time: 2473.82 ms [2020-12-09 15:52:40 main:574] : INFO : Epoch 597 | loss: 0.000142139 | val_loss: 0.000132222 | Time: 2528.56 ms [2020-12-09 15:52:43 main:574] : INFO : Epoch 598 | loss: 0.000122442 | val_loss: 0.000135131 | Time: 2502.18 ms [2020-12-09 15:52:45 main:574] : INFO : Epoch 599 | loss: 0.00011353 | val_loss: 0.000126386 | Time: 2539.99 ms [2020-12-09 15:52:48 main:574] : INFO : Epoch 600 | loss: 0.000110308 | val_loss: 0.000123568 | Time: 2545.34 ms [2020-12-09 15:52:50 main:574] : INFO : Epoch 601 | loss: 0.000109336 | val_loss: 0.000127837 | Time: 2445.69 ms [2020-12-09 15:52:53 main:574] : INFO : Epoch 602 | loss: 0.000118838 | val_loss: 0.000138398 | Time: 2543.44 ms [2020-12-09 15:52:55 main:574] : INFO : Epoch 603 | loss: 0.000123231 | val_loss: 0.000130665 | Time: 2518.52 ms [2020-12-09 15:52:58 main:574] : INFO : Epoch 604 | loss: 0.000115099 | val_loss: 0.000127062 | Time: 2514.99 ms [2020-12-09 15:53:01 main:574] : INFO : Epoch 605 | loss: 0.000116281 | val_loss: 0.000159135 | Time: 2558.07 ms [2020-12-09 15:53:03 main:574] : INFO : Epoch 606 | loss: 0.000140531 | val_loss: 0.000129515 | Time: 2606.25 ms [2020-12-09 15:53:06 main:574] : INFO : Epoch 607 | loss: 0.000113957 | val_loss: 0.00013588 | Time: 2547.21 ms [2020-12-09 15:53:08 main:574] : INFO : Epoch 608 | loss: 0.000123459 | val_loss: 0.000135536 | Time: 2487.87 ms [2020-12-09 15:53:11 main:574] : INFO : Epoch 609 | loss: 0.000112588 | val_loss: 0.000126164 | Time: 2627.21 ms [2020-12-09 15:53:14 main:574] : INFO : Epoch 610 | loss: 0.000107758 | val_loss: 0.000122757 | Time: 2570.18 ms [2020-12-09 15:53:16 main:574] : INFO : Epoch 611 | loss: 0.000124594 | val_loss: 0.000158222 | Time: 2547.12 ms [2020-12-09 15:53:19 main:574] : INFO : Epoch 612 | loss: 0.000131362 | val_loss: 0.000134927 | Time: 2622.07 ms [2020-12-09 15:53:21 main:574] : INFO : Epoch 613 | loss: 0.000118217 | val_loss: 0.000126584 | Time: 2485.78 ms [2020-12-09 15:53:24 main:574] : INFO : Epoch 614 | loss: 0.000110474 | val_loss: 0.000127912 | Time: 2502.85 ms [2020-12-09 15:53:26 main:574] : INFO : Epoch 615 | loss: 0.000118907 | val_loss: 0.000128449 | Time: 2515.95 ms [2020-12-09 15:53:29 main:574] : INFO : Epoch 616 | loss: 0.000141205 | val_loss: 0.00019461 | Time: 2523.81 ms [2020-12-09 15:53:32 main:574] : INFO : Epoch 617 | loss: 0.000135986 | val_loss: 0.000131823 | Time: 2504.6 ms [2020-12-09 15:53:34 main:574] : INFO : Epoch 618 | loss: 0.000111668 | val_loss: 0.000126086 | Time: 2566.59 ms [2020-12-09 15:53:37 main:574] : INFO : Epoch 619 | loss: 0.000110018 | val_loss: 0.000125255 | Time: 2489.38 ms [2020-12-09 15:53:39 main:574] : INFO : Epoch 620 | loss: 0.000111875 | val_loss: 0.000138242 | Time: 2501.06 ms [2020-12-09 15:53:42 main:574] : INFO : Epoch 621 | loss: 0.000117345 | val_loss: 0.000128398 | Time: 2554.41 ms [2020-12-09 15:53:44 main:574] : INFO : Epoch 622 | loss: 0.000115014 | val_loss: 0.000139054 | Time: 2512.69 ms [2020-12-09 15:53:47 main:574] : INFO : Epoch 623 | loss: 0.000137544 | val_loss: 0.000134781 | Time: 2528.64 ms [2020-12-09 15:53:49 main:574] : INFO : Epoch 624 | loss: 0.000117923 | val_loss: 0.000132432 | Time: 2509.47 ms [2020-12-09 15:53:52 main:574] : INFO : Epoch 625 | loss: 0.000134031 | val_loss: 0.000136906 | Time: 2500.56 ms [2020-12-09 15:53:55 main:574] : INFO : Epoch 626 | loss: 0.000115633 | val_loss: 0.000124647 | Time: 2500.72 ms [2020-12-09 15:53:57 main:574] : INFO : Epoch 627 | loss: 0.000109629 | val_loss: 0.000128817 | Time: 2518.91 ms [2020-12-09 15:54:00 main:574] : INFO : Epoch 628 | loss: 0.000145565 | val_loss: 0.0001547 | Time: 2554.87 ms [2020-12-09 15:54:02 main:574] : INFO : Epoch 629 | loss: 0.00012806 | val_loss: 0.000128487 | Time: 2530.42 ms [2020-12-09 15:54:05 main:574] : INFO : Epoch 630 | loss: 0.000112365 | val_loss: 0.00012622 | Time: 2518.76 ms [2020-12-09 15:54:07 main:574] : INFO : Epoch 631 | loss: 0.000108833 | val_loss: 0.000126978 | Time: 2518.32 ms [2020-12-09 15:54:10 main:574] : INFO : Epoch 632 | loss: 0.000112403 | val_loss: 0.000131244 | Time: 2546.09 ms [2020-12-09 15:54:12 main:574] : INFO : Epoch 633 | loss: 0.000132334 | val_loss: 0.000175404 | Time: 2526.89 ms [2020-12-09 15:54:15 main:574] : INFO : Epoch 634 | loss: 0.000128827 | val_loss: 0.000134084 | Time: 2506.25 ms [2020-12-09 15:54:18 main:574] : INFO : Epoch 635 | loss: 0.000111734 | val_loss: 0.0001245 | Time: 2486.79 ms [2020-12-09 15:54:20 main:574] : INFO : Epoch 636 | loss: 0.000110233 | val_loss: 0.00012592 | Time: 2565 ms [2020-12-09 15:54:23 main:574] : INFO : Epoch 637 | loss: 0.000117997 | val_loss: 0.000137999 | Time: 2492.43 ms [2020-12-09 15:54:25 main:574] : INFO : Epoch 638 | loss: 0.000130909 | val_loss: 0.00017017 | Time: 2522.68 ms [2020-12-09 15:54:28 main:574] : INFO : Epoch 639 | loss: 0.000133319 | val_loss: 0.000137229 | Time: 2498.8 ms [2020-12-09 15:54:30 main:574] : INFO : Epoch 640 | loss: 0.000117136 | val_loss: 0.000126198 | Time: 2550.99 ms [2020-12-09 15:54:33 main:574] : INFO : Epoch 641 | loss: 0.000111106 | val_loss: 0.000124134 | Time: 2539.74 ms [2020-12-09 15:54:36 main:574] : INFO : Epoch 642 | loss: 0.000107991 | val_loss: 0.000126659 | Time: 2549.38 ms [2020-12-09 15:54:38 main:574] : INFO : Epoch 643 | loss: 0.000136366 | val_loss: 0.000240142 | Time: 2562.44 ms [2020-12-09 15:54:41 main:574] : INFO : Epoch 644 | loss: 0.000148795 | val_loss: 0.000142798 | Time: 2523.91 ms [2020-12-09 15:54:43 main:574] : INFO : Epoch 645 | loss: 0.000119693 | val_loss: 0.000131618 | Time: 2589.14 ms [2020-12-09 15:54:46 main:574] : INFO : Epoch 646 | loss: 0.000111523 | val_loss: 0.000126881 | Time: 2558.32 ms [2020-12-09 15:54:49 main:574] : INFO : Epoch 647 | loss: 0.0001085 | val_loss: 0.000124954 | Time: 2577.39 ms [2020-12-09 15:54:51 main:574] : INFO : Epoch 648 | loss: 0.000127956 | val_loss: 0.000134857 | Time: 2563.83 ms [2020-12-09 15:54:54 main:574] : INFO : Epoch 649 | loss: 0.000122673 | val_loss: 0.000128261 | Time: 2524.44 ms [2020-12-09 15:54:56 main:574] : INFO : Epoch 650 | loss: 0.000114464 | val_loss: 0.000132616 | Time: 2534.28 ms [2020-12-09 15:54:59 main:574] : INFO : Epoch 651 | loss: 0.000112673 | val_loss: 0.000128168 | Time: 2547.92 ms [2020-12-09 15:55:02 main:574] : INFO : Epoch 652 | loss: 0.000114707 | val_loss: 0.000135272 | Time: 2671.3 ms [2020-12-09 15:55:04 main:574] : INFO : Epoch 653 | loss: 0.000129086 | val_loss: 0.000177372 | Time: 2486.18 ms [2020-12-09 15:55:07 main:574] : INFO : Epoch 654 | loss: 0.000130479 | val_loss: 0.000130414 | Time: 2554.94 ms [2020-12-09 15:55:09 main:574] : INFO : Epoch 655 | loss: 0.000112534 | val_loss: 0.00012555 | Time: 2576.54 ms [2020-12-09 15:55:12 main:574] : INFO : Epoch 656 | loss: 0.000109584 | val_loss: 0.000129865 | Time: 2550.32 ms [2020-12-09 15:55:14 main:574] : INFO : Epoch 657 | loss: 0.000120457 | val_loss: 0.000135067 | Time: 2495 ms [2020-12-09 15:55:17 main:574] : INFO : Epoch 658 | loss: 0.000124083 | val_loss: 0.000155871 | Time: 2488.56 ms [2020-12-09 15:55:19 main:574] : INFO : Epoch 659 | loss: 0.00012893 | val_loss: 0.0001342 | Time: 2467.57 ms [2020-12-09 15:55:22 main:574] : INFO : Epoch 660 | loss: 0.000112138 | val_loss: 0.000125703 | Time: 2521.24 ms [2020-12-09 15:55:25 main:574] : INFO : Epoch 661 | loss: 0.000121054 | val_loss: 0.000142302 | Time: 2576.96 ms [2020-12-09 15:55:27 main:574] : INFO : Epoch 662 | loss: 0.000132234 | val_loss: 0.000175372 | Time: 2478.9 ms [2020-12-09 15:55:30 main:574] : INFO : Epoch 663 | loss: 0.000128271 | val_loss: 0.000130281 | Time: 2547.24 ms [2020-12-09 15:55:32 main:574] : INFO : Epoch 664 | loss: 0.000111233 | val_loss: 0.000125309 | Time: 2525.37 ms [2020-12-09 15:55:35 main:574] : INFO : Epoch 665 | loss: 0.000110627 | val_loss: 0.000131904 | Time: 2489.8 ms [2020-12-09 15:55:37 main:574] : INFO : Epoch 666 | loss: 0.000116257 | val_loss: 0.000127745 | Time: 2478.82 ms [2020-12-09 15:55:40 main:574] : INFO : Epoch 667 | loss: 0.000116748 | val_loss: 0.000139899 | Time: 2487.01 ms [2020-12-09 15:55:42 main:574] : INFO : Epoch 668 | loss: 0.000136806 | val_loss: 0.000139233 | Time: 2532.99 ms [2020-12-09 15:55:45 main:574] : INFO : Epoch 669 | loss: 0.000118187 | val_loss: 0.000125217 | Time: 2528.22 ms [2020-12-09 15:55:48 main:574] : INFO : Epoch 670 | loss: 0.000118559 | val_loss: 0.000161575 | Time: 2556.67 ms [2020-12-09 15:55:50 main:574] : INFO : Epoch 671 | loss: 0.000124532 | val_loss: 0.000128952 | Time: 2563.36 ms [2020-12-09 15:55:53 main:574] : INFO : Epoch 672 | loss: 0.000110641 | val_loss: 0.000126883 | Time: 2583.66 ms [2020-12-09 15:55:55 main:574] : INFO : Epoch 673 | loss: 0.00012122 | val_loss: 0.000150045 | Time: 2521.89 ms [2020-12-09 15:55:58 main:574] : INFO : Epoch 674 | loss: 0.000142146 | val_loss: 0.000142247 | Time: 2553.46 ms [2020-12-09 15:56:01 main:574] : INFO : Epoch 675 | loss: 0.000114192 | val_loss: 0.00012598 | Time: 2506.57 ms [2020-12-09 15:56:03 main:574] : INFO : Epoch 676 | loss: 0.00010952 | val_loss: 0.000125084 | Time: 2518.38 ms [2020-12-09 15:56:06 main:574] : INFO : Epoch 677 | loss: 0.000115338 | val_loss: 0.00014019 | Time: 2461.55 ms [2020-12-09 15:56:08 main:574] : INFO : Epoch 678 | loss: 0.000117639 | val_loss: 0.00014166 | Time: 2570.96 ms [2020-12-09 15:56:11 main:574] : INFO : Epoch 679 | loss: 0.000130976 | val_loss: 0.000135953 | Time: 2562.17 ms [2020-12-09 15:56:13 main:574] : INFO : Epoch 680 | loss: 0.000119058 | val_loss: 0.000132456 | Time: 2511.08 ms [2020-12-09 15:56:16 main:574] : INFO : Epoch 681 | loss: 0.000112765 | val_loss: 0.0001248 | Time: 2488.19 ms [2020-12-09 15:56:18 main:574] : INFO : Epoch 682 | loss: 0.000117876 | val_loss: 0.000159514 | Time: 2491.5 ms [2020-12-09 15:56:21 main:574] : INFO : Epoch 683 | loss: 0.000149419 | val_loss: 0.000137696 | Time: 2536.27 ms [2020-12-09 15:56:24 main:574] : INFO : Epoch 684 | loss: 0.000118184 | val_loss: 0.000127581 | Time: 2525.21 ms [2020-12-09 15:56:26 main:574] : INFO : Epoch 685 | loss: 0.000109041 | val_loss: 0.000123383 | Time: 2451.49 ms [2020-12-09 15:56:29 main:574] : INFO : Epoch 686 | loss: 0.000109832 | val_loss: 0.000133585 | Time: 2489.15 ms [2020-12-09 15:56:31 main:574] : INFO : Epoch 687 | loss: 0.000138466 | val_loss: 0.000160552 | Time: 2493.01 ms [2020-12-09 15:56:34 main:574] : INFO : Epoch 688 | loss: 0.000122572 | val_loss: 0.000131722 | Time: 2502.92 ms [2020-12-09 15:56:36 main:574] : INFO : Epoch 689 | loss: 0.00011099 | val_loss: 0.000123136 | Time: 2510.6 ms [2020-12-09 15:56:39 main:574] : INFO : Epoch 690 | loss: 0.000107705 | val_loss: 0.000124316 | Time: 2475.01 ms [2020-12-09 15:56:41 main:574] : INFO : Epoch 691 | loss: 0.000120849 | val_loss: 0.000171052 | Time: 2560.19 ms [2020-12-09 15:56:44 main:574] : INFO : Epoch 692 | loss: 0.000131064 | val_loss: 0.000132849 | Time: 2473.15 ms [2020-12-09 15:56:46 main:574] : INFO : Epoch 693 | loss: 0.00011671 | val_loss: 0.000130963 | Time: 2502.87 ms [2020-12-09 15:56:49 main:574] : INFO : Epoch 694 | loss: 0.000119373 | val_loss: 0.000129132 | Time: 2505.55 ms [2020-12-09 15:56:52 main:574] : INFO : Epoch 695 | loss: 0.000112463 | val_loss: 0.000129828 | Time: 2490.2 ms [2020-12-09 15:56:54 main:574] : INFO : Epoch 696 | loss: 0.000122289 | val_loss: 0.000159447 | Time: 2464.17 ms [2020-12-09 15:56:57 main:574] : INFO : Epoch 697 | loss: 0.000140028 | val_loss: 0.000159766 | Time: 2581.65 ms [2020-12-09 15:56:59 main:574] : INFO : Epoch 698 | loss: 0.000119772 | val_loss: 0.000128246 | Time: 2532.78 ms [2020-12-09 15:57:02 main:574] : INFO : Epoch 699 | loss: 0.00010993 | val_loss: 0.000124117 | Time: 2609.17 ms [2020-12-09 15:57:05 main:574] : INFO : Epoch 700 | loss: 0.000107058 | val_loss: 0.000123603 | Time: 2616.78 ms [2020-12-09 15:57:07 main:574] : INFO : Epoch 701 | loss: 0.000120229 | val_loss: 0.000155644 | Time: 2509.85 ms [2020-12-09 15:57:10 main:574] : INFO : Epoch 702 | loss: 0.000157729 | val_loss: 0.000150301 | Time: 2658.64 ms [2020-12-09 15:57:12 main:574] : INFO : Epoch 703 | loss: 0.000124221 | val_loss: 0.000126941 | Time: 2549.95 ms [2020-12-09 15:57:15 main:574] : INFO : Epoch 704 | loss: 0.000107884 | val_loss: 0.000122763 | Time: 2467.67 ms [2020-12-09 15:57:17 main:574] : INFO : Epoch 705 | loss: 0.000114018 | val_loss: 0.000138116 | Time: 2514.88 ms [2020-12-09 15:57:20 main:574] : INFO : Epoch 706 | loss: 0.000115844 | val_loss: 0.000127488 | Time: 2586.78 ms [2020-12-09 15:57:23 main:574] : INFO : Epoch 707 | loss: 0.00010782 | val_loss: 0.000123026 | Time: 2470.04 ms [2020-12-09 15:57:25 main:574] : INFO : Epoch 708 | loss: 0.000125244 | val_loss: 0.000213774 | Time: 2469.42 ms [2020-12-09 15:57:28 main:574] : INFO : Epoch 709 | loss: 0.000158488 | val_loss: 0.000145651 | Time: 2444.43 ms [2020-12-09 15:57:30 main:574] : INFO : Epoch 710 | loss: 0.000116794 | val_loss: 0.000129031 | Time: 2660.01 ms [2020-12-09 15:57:33 main:574] : INFO : Epoch 711 | loss: 0.00011076 | val_loss: 0.000126739 | Time: 2475.61 ms [2020-12-09 15:57:35 main:574] : INFO : Epoch 712 | loss: 0.000112879 | val_loss: 0.000125814 | Time: 2450.1 ms [2020-12-09 15:57:38 main:574] : INFO : Epoch 713 | loss: 0.000111081 | val_loss: 0.000139378 | Time: 2499.87 ms [2020-12-09 15:57:40 main:574] : INFO : Epoch 714 | loss: 0.000121052 | val_loss: 0.000137522 | Time: 2507.75 ms [2020-12-09 15:57:43 main:574] : INFO : Epoch 715 | loss: 0.000113554 | val_loss: 0.000127526 | Time: 2430.62 ms [2020-12-09 15:57:45 main:574] : INFO : Epoch 716 | loss: 0.000112742 | val_loss: 0.000132228 | Time: 2616.05 ms [2020-12-09 15:57:48 main:574] : INFO : Epoch 717 | loss: 0.000129322 | val_loss: 0.000161823 | Time: 2537.13 ms [2020-12-09 15:57:51 main:574] : INFO : Epoch 718 | loss: 0.000141434 | val_loss: 0.000140808 | Time: 2582.84 ms [2020-12-09 15:57:53 main:574] : INFO : Epoch 719 | loss: 0.000113884 | val_loss: 0.000124562 | Time: 2506.71 ms [2020-12-09 15:57:56 main:574] : INFO : Epoch 720 | loss: 0.000106909 | val_loss: 0.00012253 | Time: 2526.17 ms [2020-12-09 15:57:58 main:574] : INFO : Epoch 721 | loss: 0.00010763 | val_loss: 0.000128985 | Time: 2527.29 ms [2020-12-09 15:58:01 main:574] : INFO : Epoch 722 | loss: 0.000133659 | val_loss: 0.000176691 | Time: 2644.67 ms [2020-12-09 15:58:04 main:574] : INFO : Epoch 723 | loss: 0.000139542 | val_loss: 0.000141707 | Time: 2591.53 ms [2020-12-09 15:58:06 main:574] : INFO : Epoch 724 | loss: 0.000121639 | val_loss: 0.000159801 | Time: 2537.85 ms [2020-12-09 15:58:09 main:574] : INFO : Epoch 725 | loss: 0.000121841 | val_loss: 0.000127315 | Time: 2501.83 ms [2020-12-09 15:58:11 main:574] : INFO : Epoch 726 | loss: 0.000108781 | val_loss: 0.000123303 | Time: 2464.98 ms [2020-12-09 15:58:14 main:574] : INFO : Epoch 727 | loss: 0.000110728 | val_loss: 0.000133152 | Time: 2525.34 ms [2020-12-09 15:58:16 main:574] : INFO : Epoch 728 | loss: 0.000130739 | val_loss: 0.000139311 | Time: 2507.04 ms [2020-12-09 15:58:19 main:574] : INFO : Epoch 729 | loss: 0.000114042 | val_loss: 0.000124609 | Time: 2481.59 ms [2020-12-09 15:58:21 main:574] : INFO : Epoch 730 | loss: 0.00010909 | val_loss: 0.000123527 | Time: 2556.31 ms [2020-12-09 15:58:24 main:574] : INFO : Epoch 731 | loss: 0.000111974 | val_loss: 0.000143807 | Time: 2500.16 ms [2020-12-09 15:58:27 main:574] : INFO : Epoch 732 | loss: 0.000132301 | val_loss: 0.000143469 | Time: 2611.05 ms [2020-12-09 15:58:29 main:574] : INFO : Epoch 733 | loss: 0.000116802 | val_loss: 0.000132945 | Time: 2527.5 ms [2020-12-09 15:58:32 main:574] : INFO : Epoch 734 | loss: 0.00011746 | val_loss: 0.000129334 | Time: 2538.41 ms [2020-12-09 15:58:35 main:574] : INFO : Epoch 735 | loss: 0.000127679 | val_loss: 0.000166674 | Time: 2750.93 ms [2020-12-09 15:58:37 main:574] : INFO : Epoch 736 | loss: 0.000135821 | val_loss: 0.000131203 | Time: 2499.22 ms [2020-12-09 15:58:40 main:574] : INFO : Epoch 737 | loss: 0.000112451 | val_loss: 0.000127806 | Time: 2487.57 ms [2020-12-09 15:58:42 main:574] : INFO : Epoch 738 | loss: 0.000108527 | val_loss: 0.000123737 | Time: 2494.93 ms [2020-12-09 15:58:45 main:574] : INFO : Epoch 739 | loss: 0.000106691 | val_loss: 0.000125082 | Time: 2523.49 ms [2020-12-09 15:58:47 main:574] : INFO : Epoch 740 | loss: 0.000154017 | val_loss: 0.000147303 | Time: 2605.76 ms [2020-12-09 15:58:50 main:574] : INFO : Epoch 741 | loss: 0.000134475 | val_loss: 0.000141756 | Time: 2466.18 ms [2020-12-09 15:58:52 main:574] : INFO : Epoch 742 | loss: 0.000116564 | val_loss: 0.000127065 | Time: 2542.44 ms [2020-12-09 15:58:55 main:574] : INFO : Epoch 743 | loss: 0.000109363 | val_loss: 0.000122972 | Time: 2602.77 ms [2020-12-09 15:58:58 main:574] : INFO : Epoch 744 | loss: 0.000119991 | val_loss: 0.000132011 | Time: 2503.7 ms [2020-12-09 15:59:00 main:574] : INFO : Epoch 745 | loss: 0.000114152 | val_loss: 0.000128475 | Time: 2586.41 ms [2020-12-09 15:59:03 main:574] : INFO : Epoch 746 | loss: 0.000111551 | val_loss: 0.000130103 | Time: 2483.91 ms [2020-12-09 15:59:05 main:574] : INFO : Epoch 747 | loss: 0.000123112 | val_loss: 0.000158385 | Time: 2534.99 ms [2020-12-09 15:59:08 main:574] : INFO : Epoch 748 | loss: 0.000124762 | val_loss: 0.000130265 | Time: 2512.96 ms [2020-12-09 15:59:10 main:574] : INFO : Epoch 749 | loss: 0.000113497 | val_loss: 0.000132124 | Time: 2575.16 ms [2020-12-09 15:59:13 main:574] : INFO : Epoch 750 | loss: 0.000117464 | val_loss: 0.000127874 | Time: 2524.53 ms [2020-12-09 15:59:16 main:574] : INFO : Epoch 751 | loss: 0.000110027 | val_loss: 0.000132357 | Time: 2485.54 ms [2020-12-09 15:59:18 main:574] : INFO : Epoch 752 | loss: 0.000114016 | val_loss: 0.000135759 | Time: 2463.82 ms [2020-12-09 15:59:21 main:574] : INFO : Epoch 753 | loss: 0.000151372 | val_loss: 0.000174922 | Time: 2493.86 ms [2020-12-09 15:59:23 main:574] : INFO : Epoch 754 | loss: 0.000128391 | val_loss: 0.000130691 | Time: 2562.59 ms [2020-12-09 15:59:26 main:574] : INFO : Epoch 755 | loss: 0.000109768 | val_loss: 0.000123275 | Time: 2507.91 ms [2020-12-09 15:59:28 main:574] : INFO : Epoch 756 | loss: 0.00010878 | val_loss: 0.000124746 | Time: 2502.16 ms [2020-12-09 15:59:31 main:574] : INFO : Epoch 757 | loss: 0.000113066 | val_loss: 0.000140373 | Time: 2537.37 ms [2020-12-09 15:59:33 main:574] : INFO : Epoch 758 | loss: 0.000129674 | val_loss: 0.000136615 | Time: 2553.07 ms [2020-12-09 15:59:36 main:574] : INFO : Epoch 759 | loss: 0.000113677 | val_loss: 0.000125137 | Time: 2515.51 ms [2020-12-09 15:59:39 main:574] : INFO : Epoch 760 | loss: 0.000110061 | val_loss: 0.000133069 | Time: 2510.44 ms [2020-12-09 15:59:41 main:574] : INFO : Epoch 761 | loss: 0.000132779 | val_loss: 0.000145232 | Time: 2543.91 ms [2020-12-09 15:59:44 main:574] : INFO : Epoch 762 | loss: 0.00012247 | val_loss: 0.00013683 | Time: 2517.35 ms [2020-12-09 15:59:46 main:574] : INFO : Epoch 763 | loss: 0.000114336 | val_loss: 0.000130071 | Time: 2557.15 ms [2020-12-09 15:59:49 main:574] : INFO : Epoch 764 | loss: 0.000109579 | val_loss: 0.000124684 | Time: 2493.93 ms [2020-12-09 15:59:51 main:574] : INFO : Epoch 765 | loss: 0.000110093 | val_loss: 0.000132709 | Time: 2536.44 ms [2020-12-09 15:59:54 main:574] : INFO : Epoch 766 | loss: 0.000146507 | val_loss: 0.000168767 | Time: 2517.44 ms [2020-12-09 15:59:56 main:574] : INFO : Epoch 767 | loss: 0.000123507 | val_loss: 0.000128103 | Time: 2555.01 ms [2020-12-09 15:59:59 main:574] : INFO : Epoch 768 | loss: 0.000111379 | val_loss: 0.000128213 | Time: 2518.34 ms [2020-12-09 16:00:02 main:574] : INFO : Epoch 769 | loss: 0.000113111 | val_loss: 0.000128868 | Time: 2543.39 ms [2020-12-09 16:00:04 main:574] : INFO : Epoch 770 | loss: 0.000114463 | val_loss: 0.000131902 | Time: 2534.72 ms [2020-12-09 16:00:07 main:574] : INFO : Epoch 771 | loss: 0.000124809 | val_loss: 0.000134257 | Time: 2479.81 ms [2020-12-09 16:00:09 main:574] : INFO : Epoch 772 | loss: 0.000115953 | val_loss: 0.000127922 | Time: 2606.61 ms [2020-12-09 16:00:12 main:574] : INFO : Epoch 773 | loss: 0.000110801 | val_loss: 0.000136684 | Time: 2527.67 ms [2020-12-09 16:00:15 main:574] : INFO : Epoch 774 | loss: 0.000128977 | val_loss: 0.000132887 | Time: 2512.26 ms [2020-12-09 16:00:17 main:574] : INFO : Epoch 775 | loss: 0.000115431 | val_loss: 0.000129555 | Time: 2575.61 ms [2020-12-09 16:00:20 main:574] : INFO : Epoch 776 | loss: 0.000120655 | val_loss: 0.000140746 | Time: 2471.56 ms [2020-12-09 16:00:22 main:574] : INFO : Epoch 777 | loss: 0.000123674 | val_loss: 0.00014049 | Time: 2647.76 ms [2020-12-09 16:00:25 main:574] : INFO : Epoch 778 | loss: 0.000118681 | val_loss: 0.000133395 | Time: 2552.85 ms [2020-12-09 16:00:27 main:574] : INFO : Epoch 779 | loss: 0.000115026 | val_loss: 0.000125144 | Time: 2524.3 ms [2020-12-09 16:00:30 main:574] : INFO : Epoch 780 | loss: 0.00010799 | val_loss: 0.000124069 | Time: 2614.48 ms [2020-12-09 16:00:33 main:574] : INFO : Epoch 781 | loss: 0.000114512 | val_loss: 0.000153585 | Time: 2505.29 ms [2020-12-09 16:00:35 main:574] : INFO : Epoch 782 | loss: 0.000146105 | val_loss: 0.000142988 | Time: 2479.29 ms [2020-12-09 16:00:38 main:574] : INFO : Epoch 783 | loss: 0.000121434 | val_loss: 0.000129171 | Time: 2594.23 ms [2020-12-09 16:00:40 main:574] : INFO : Epoch 784 | loss: 0.000114133 | val_loss: 0.000140316 | Time: 2523.84 ms [2020-12-09 16:00:43 main:574] : INFO : Epoch 785 | loss: 0.000120855 | val_loss: 0.000133946 | Time: 2525.22 ms [2020-12-09 16:00:46 main:574] : INFO : Epoch 786 | loss: 0.000110622 | val_loss: 0.000123874 | Time: 2618.82 ms [2020-12-09 16:00:48 main:574] : INFO : Epoch 787 | loss: 0.000115144 | val_loss: 0.000147934 | Time: 2502.28 ms [2020-12-09 16:00:51 main:574] : INFO : Epoch 788 | loss: 0.000126798 | val_loss: 0.0001363 | Time: 2531.93 ms [2020-12-09 16:00:53 main:574] : INFO : Epoch 789 | loss: 0.00011226 | val_loss: 0.000125726 | Time: 2470.88 ms [2020-12-09 16:00:56 main:574] : INFO : Epoch 790 | loss: 0.000118824 | val_loss: 0.000134577 | Time: 2521.82 ms [2020-12-09 16:00:58 main:574] : INFO : Epoch 791 | loss: 0.000125328 | val_loss: 0.000146042 | Time: 2538.65 ms [2020-12-09 16:01:01 main:574] : INFO : Epoch 792 | loss: 0.000121567 | val_loss: 0.000127409 | Time: 2479.5 ms [2020-12-09 16:01:03 main:574] : INFO : Epoch 793 | loss: 0.000111047 | val_loss: 0.000125344 | Time: 2527.61 ms [2020-12-09 16:01:06 main:574] : INFO : Epoch 794 | loss: 0.000114815 | val_loss: 0.000156425 | Time: 2538.38 ms [2020-12-09 16:01:09 main:574] : INFO : Epoch 795 | loss: 0.000143432 | val_loss: 0.000140737 | Time: 2491.44 ms [2020-12-09 16:01:11 main:574] : INFO : Epoch 796 | loss: 0.000118485 | val_loss: 0.000129904 | Time: 2453.47 ms [2020-12-09 16:01:14 main:574] : INFO : Epoch 797 | loss: 0.000110424 | val_loss: 0.000124521 | Time: 2495.74 ms [2020-12-09 16:01:16 main:574] : INFO : Epoch 798 | loss: 0.000106934 | val_loss: 0.000127338 | Time: 2498.79 ms [2020-12-09 16:01:19 main:574] : INFO : Epoch 799 | loss: 0.000122746 | val_loss: 0.000141182 | Time: 2603.74 ms [2020-12-09 16:01:21 main:574] : INFO : Epoch 800 | loss: 0.000119731 | val_loss: 0.000138057 | Time: 2537.46 ms [2020-12-09 16:01:24 main:574] : INFO : Epoch 801 | loss: 0.000116847 | val_loss: 0.000128464 | Time: 2574.41 ms [2020-12-09 16:01:26 main:574] : INFO : Epoch 802 | loss: 0.000115648 | val_loss: 0.000146725 | Time: 2469.64 ms [2020-12-09 16:01:29 main:574] : INFO : Epoch 803 | loss: 0.00014082 | val_loss: 0.00014106 | Time: 2524.23 ms [2020-12-09 16:01:32 main:574] : INFO : Epoch 804 | loss: 0.000113358 | val_loss: 0.000125669 | Time: 2567.86 ms [2020-12-09 16:01:34 main:574] : INFO : Epoch 805 | loss: 0.000111236 | val_loss: 0.000125954 | Time: 2511.09 ms [2020-12-09 16:01:37 main:574] : INFO : Epoch 806 | loss: 0.000111223 | val_loss: 0.000134054 | Time: 2512.74 ms [2020-12-09 16:01:39 main:574] : INFO : Epoch 807 | loss: 0.000125494 | val_loss: 0.000146439 | Time: 2484.19 ms [2020-12-09 16:01:42 main:574] : INFO : Epoch 808 | loss: 0.000125663 | val_loss: 0.000133011 | Time: 2566.76 ms [2020-12-09 16:01:44 main:574] : INFO : Epoch 809 | loss: 0.000115347 | val_loss: 0.000128981 | Time: 2501.87 ms [2020-12-09 16:01:47 main:574] : INFO : Epoch 810 | loss: 0.00011046 | val_loss: 0.00012996 | Time: 2465.02 ms [2020-12-09 16:01:49 main:574] : INFO : Epoch 811 | loss: 0.000117337 | val_loss: 0.000130184 | Time: 2566.87 ms [2020-12-09 16:01:52 main:574] : INFO : Epoch 812 | loss: 0.000111437 | val_loss: 0.000124206 | Time: 2489.48 ms [2020-12-09 16:01:55 main:574] : INFO : Epoch 813 | loss: 0.000115922 | val_loss: 0.000160247 | Time: 2513.54 ms [2020-12-09 16:01:57 main:574] : INFO : Epoch 814 | loss: 0.00015974 | val_loss: 0.000159492 | Time: 2547.68 ms [2020-12-09 16:02:00 main:574] : INFO : Epoch 815 | loss: 0.000126158 | val_loss: 0.000131281 | Time: 2509.42 ms [2020-12-09 16:02:02 main:574] : INFO : Epoch 816 | loss: 0.000112638 | val_loss: 0.000125816 | Time: 2512.39 ms [2020-12-09 16:02:05 main:574] : INFO : Epoch 817 | loss: 0.000109502 | val_loss: 0.000128094 | Time: 2494.31 ms [2020-12-09 16:02:07 main:574] : INFO : Epoch 818 | loss: 0.000109977 | val_loss: 0.000123349 | Time: 2515 ms [2020-12-09 16:02:10 main:574] : INFO : Epoch 819 | loss: 0.000114086 | val_loss: 0.000146506 | Time: 2546.41 ms [2020-12-09 16:02:12 main:574] : INFO : Epoch 820 | loss: 0.000119704 | val_loss: 0.000142196 | Time: 2527.77 ms [2020-12-09 16:02:15 main:574] : INFO : Epoch 821 | loss: 0.000126618 | val_loss: 0.000129717 | Time: 2509.92 ms [2020-12-09 16:02:18 main:574] : INFO : Epoch 822 | loss: 0.00011202 | val_loss: 0.000124527 | Time: 2440.95 ms [2020-12-09 16:02:20 main:574] : INFO : Epoch 823 | loss: 0.000111051 | val_loss: 0.000141729 | Time: 2519.46 ms [2020-12-09 16:02:23 main:574] : INFO : Epoch 824 | loss: 0.00013234 | val_loss: 0.000163692 | Time: 2542.04 ms [2020-12-09 16:02:25 main:574] : INFO : Epoch 825 | loss: 0.000130272 | val_loss: 0.000146192 | Time: 2510.15 ms [2020-12-09 16:02:28 main:574] : INFO : Epoch 826 | loss: 0.000120226 | val_loss: 0.000128976 | Time: 2510.96 ms [2020-12-09 16:02:30 main:574] : INFO : Epoch 827 | loss: 0.000108926 | val_loss: 0.000127448 | Time: 2482.75 ms [2020-12-09 16:02:33 main:574] : INFO : Epoch 828 | loss: 0.000115314 | val_loss: 0.000124903 | Time: 2528.55 ms [2020-12-09 16:02:35 main:574] : INFO : Epoch 829 | loss: 0.00010849 | val_loss: 0.000126712 | Time: 2510.02 ms [2020-12-09 16:02:38 main:574] : INFO : Epoch 830 | loss: 0.000123966 | val_loss: 0.0001441 | Time: 2542.91 ms [2020-12-09 16:02:41 main:574] : INFO : Epoch 831 | loss: 0.00013226 | val_loss: 0.000156313 | Time: 2522.89 ms [2020-12-09 16:02:43 main:574] : INFO : Epoch 832 | loss: 0.000121815 | val_loss: 0.000128524 | Time: 2637.29 ms [2020-12-09 16:02:46 main:574] : INFO : Epoch 833 | loss: 0.000109664 | val_loss: 0.000123147 | Time: 2548.13 ms [2020-12-09 16:02:48 main:574] : INFO : Epoch 834 | loss: 0.000106822 | val_loss: 0.00013329 | Time: 2484.23 ms [2020-12-09 16:02:51 main:574] : INFO : Epoch 835 | loss: 0.000138229 | val_loss: 0.000145572 | Time: 2531.1 ms [2020-12-09 16:02:54 main:574] : INFO : Epoch 836 | loss: 0.000117597 | val_loss: 0.000126317 | Time: 2605.85 ms [2020-12-09 16:02:56 main:574] : INFO : Epoch 837 | loss: 0.000110519 | val_loss: 0.00012613 | Time: 2492.26 ms [2020-12-09 16:02:59 main:574] : INFO : Epoch 838 | loss: 0.000107504 | val_loss: 0.00012512 | Time: 2489.22 ms [2020-12-09 16:03:01 main:574] : INFO : Epoch 839 | loss: 0.000112077 | val_loss: 0.000155051 | Time: 2564.64 ms [2020-12-09 16:03:04 main:574] : INFO : Epoch 840 | loss: 0.000159594 | val_loss: 0.000146884 | Time: 2545.45 ms [2020-12-09 16:03:06 main:574] : INFO : Epoch 841 | loss: 0.000120242 | val_loss: 0.000130676 | Time: 2549.48 ms [2020-12-09 16:03:09 main:574] : INFO : Epoch 842 | loss: 0.000110951 | val_loss: 0.000125885 | Time: 2553.49 ms [2020-12-09 16:03:12 main:574] : INFO : Epoch 843 | loss: 0.00010815 | val_loss: 0.000124946 | Time: 2495.98 ms [2020-12-09 16:03:14 main:574] : INFO : Epoch 844 | loss: 0.000107792 | val_loss: 0.000126586 | Time: 2571.94 ms [2020-12-09 16:03:17 main:574] : INFO : Epoch 845 | loss: 0.000128064 | val_loss: 0.000159453 | Time: 2500.35 ms [2020-12-09 16:03:19 main:574] : INFO : Epoch 846 | loss: 0.00013814 | val_loss: 0.000133516 | Time: 2538.89 ms [2020-12-09 16:03:22 main:574] : INFO : Epoch 847 | loss: 0.000113491 | val_loss: 0.000126591 | Time: 2538.72 ms [2020-12-09 16:03:25 main:574] : INFO : Epoch 848 | loss: 0.000108598 | val_loss: 0.000126793 | Time: 2541.23 ms [2020-12-09 16:03:27 main:574] : INFO : Epoch 849 | loss: 0.000108663 | val_loss: 0.000128688 | Time: 2460.65 ms [2020-12-09 16:03:30 main:574] : INFO : Epoch 850 | loss: 0.000124068 | val_loss: 0.000139157 | Time: 2511.77 ms [2020-12-09 16:03:32 main:574] : INFO : Epoch 851 | loss: 0.000113616 | val_loss: 0.000126311 | Time: 2533.43 ms [2020-12-09 16:03:35 main:574] : INFO : Epoch 852 | loss: 0.000108864 | val_loss: 0.000129949 | Time: 2544.36 ms [2020-12-09 16:03:37 main:574] : INFO : Epoch 853 | loss: 0.000132619 | val_loss: 0.000197571 | Time: 2498.52 ms [2020-12-09 16:03:40 main:574] : INFO : Epoch 854 | loss: 0.000132651 | val_loss: 0.000133101 | Time: 2635.11 ms [2020-12-09 16:03:43 main:574] : INFO : Epoch 855 | loss: 0.000111704 | val_loss: 0.000125256 | Time: 2586.25 ms [2020-12-09 16:03:45 main:574] : INFO : Epoch 856 | loss: 0.000109095 | val_loss: 0.000127994 | Time: 2610.6 ms [2020-12-09 16:03:48 main:574] : INFO : Epoch 857 | loss: 0.000120553 | val_loss: 0.000148057 | Time: 2526.61 ms [2020-12-09 16:03:50 main:574] : INFO : Epoch 858 | loss: 0.00012603 | val_loss: 0.000152267 | Time: 2564.89 ms [2020-12-09 16:03:53 main:574] : INFO : Epoch 859 | loss: 0.000121314 | val_loss: 0.000128594 | Time: 2499.49 ms [2020-12-09 16:03:56 main:574] : INFO : Epoch 860 | loss: 0.000109048 | val_loss: 0.000127649 | Time: 2559.22 ms [2020-12-09 16:03:58 main:574] : INFO : Epoch 861 | loss: 0.000120692 | val_loss: 0.000153675 | Time: 2529.03 ms [2020-12-09 16:04:01 main:574] : INFO : Epoch 862 | loss: 0.000130584 | val_loss: 0.000136124 | Time: 2521.81 ms [2020-12-09 16:04:03 main:574] : INFO : Epoch 863 | loss: 0.000113885 | val_loss: 0.000125573 | Time: 2467.2 ms [2020-12-09 16:04:06 main:574] : INFO : Epoch 864 | loss: 0.000109812 | val_loss: 0.000130069 | Time: 2576.31 ms [2020-12-09 16:04:08 main:574] : INFO : Epoch 865 | loss: 0.000113821 | val_loss: 0.000126303 | Time: 2592.17 ms [2020-12-09 16:04:11 main:574] : INFO : Epoch 866 | loss: 0.000121007 | val_loss: 0.000149103 | Time: 2527.02 ms [2020-12-09 16:04:14 main:574] : INFO : Epoch 867 | loss: 0.000116326 | val_loss: 0.00013075 | Time: 2497.65 ms [2020-12-09 16:04:16 main:574] : INFO : Epoch 868 | loss: 0.000111971 | val_loss: 0.000131354 | Time: 2507.8 ms [2020-12-09 16:04:19 main:574] : INFO : Epoch 869 | loss: 0.000121595 | val_loss: 0.000134886 | Time: 2518.14 ms [2020-12-09 16:04:21 main:574] : INFO : Epoch 870 | loss: 0.000122524 | val_loss: 0.000133706 | Time: 2514.52 ms [2020-12-09 16:04:24 main:574] : INFO : Epoch 871 | loss: 0.000119152 | val_loss: 0.000134622 | Time: 2510.52 ms [2020-12-09 16:04:26 main:574] : INFO : Epoch 872 | loss: 0.000113774 | val_loss: 0.000130648 | Time: 2605.8 ms [2020-12-09 16:04:29 main:574] : INFO : Epoch 873 | loss: 0.000126509 | val_loss: 0.000137375 | Time: 2519.37 ms [2020-12-09 16:04:32 main:574] : INFO : Epoch 874 | loss: 0.00011021 | val_loss: 0.000126477 | Time: 2567.06 ms [2020-12-09 16:04:34 main:574] : INFO : Epoch 875 | loss: 0.000113633 | val_loss: 0.000144709 | Time: 2549.16 ms [2020-12-09 16:04:37 main:574] : INFO : Epoch 876 | loss: 0.000135391 | val_loss: 0.000155477 | Time: 2495.23 ms [2020-12-09 16:04:39 main:574] : INFO : Epoch 877 | loss: 0.000122331 | val_loss: 0.000127583 | Time: 2470.56 ms [2020-12-09 16:04:42 main:574] : INFO : Epoch 878 | loss: 0.000108694 | val_loss: 0.000123697 | Time: 2494.35 ms [2020-12-09 16:04:44 main:574] : INFO : Epoch 879 | loss: 0.000113724 | val_loss: 0.000153035 | Time: 2533.09 ms [2020-12-09 16:04:47 main:574] : INFO : Epoch 880 | loss: 0.000125723 | val_loss: 0.000133218 | Time: 2482.12 ms [2020-12-09 16:04:49 main:574] : INFO : Epoch 881 | loss: 0.00011543 | val_loss: 0.000130493 | Time: 2536.4 ms [2020-12-09 16:04:52 main:574] : INFO : Epoch 882 | loss: 0.000113951 | val_loss: 0.000130133 | Time: 2465.09 ms [2020-12-09 16:04:54 main:574] : INFO : Epoch 883 | loss: 0.000118773 | val_loss: 0.000136545 | Time: 2439.26 ms [2020-12-09 16:04:57 main:574] : INFO : Epoch 884 | loss: 0.00012518 | val_loss: 0.000139719 | Time: 2551.48 ms [2020-12-09 16:04:59 main:574] : INFO : Epoch 885 | loss: 0.000116356 | val_loss: 0.000130379 | Time: 2507.4 ms [2020-12-09 16:05:02 main:574] : INFO : Epoch 886 | loss: 0.00011437 | val_loss: 0.000130439 | Time: 2519.04 ms [2020-12-09 16:05:05 main:574] : INFO : Epoch 887 | loss: 0.000115769 | val_loss: 0.000140231 | Time: 2484.23 ms [2020-12-09 16:05:07 main:574] : INFO : Epoch 888 | loss: 0.000123796 | val_loss: 0.000157615 | Time: 2501.52 ms [2020-12-09 16:05:10 main:574] : INFO : Epoch 889 | loss: 0.000129236 | val_loss: 0.000133466 | Time: 2562.97 ms [2020-12-09 16:05:12 main:574] : INFO : Epoch 890 | loss: 0.000112085 | val_loss: 0.000124394 | Time: 2530.84 ms [2020-12-09 16:05:15 main:574] : INFO : Epoch 891 | loss: 0.000109095 | val_loss: 0.000131946 | Time: 2584.65 ms [2020-12-09 16:05:17 main:574] : INFO : Epoch 892 | loss: 0.000115064 | val_loss: 0.000137028 | Time: 2502.48 ms [2020-12-09 16:05:20 main:574] : INFO : Epoch 893 | loss: 0.000113558 | val_loss: 0.000136551 | Time: 2515.02 ms [2020-12-09 16:05:22 main:574] : INFO : Epoch 894 | loss: 0.000136307 | val_loss: 0.000188319 | Time: 2454.11 ms [2020-12-09 16:05:25 main:574] : INFO : Epoch 895 | loss: 0.000133987 | val_loss: 0.00013437 | Time: 2499.36 ms [2020-12-09 16:05:27 main:574] : INFO : Epoch 896 | loss: 0.000112206 | val_loss: 0.00012329 | Time: 2523.2 ms [2020-12-09 16:05:30 main:574] : INFO : Epoch 897 | loss: 0.000107408 | val_loss: 0.000128389 | Time: 2490.89 ms [2020-12-09 16:05:33 main:574] : INFO : Epoch 898 | loss: 0.000118756 | val_loss: 0.000142959 | Time: 2638.05 ms [2020-12-09 16:05:35 main:574] : INFO : Epoch 899 | loss: 0.000122783 | val_loss: 0.000153116 | Time: 2502.44 ms [2020-12-09 16:05:38 main:574] : INFO : Epoch 900 | loss: 0.000123231 | val_loss: 0.000131423 | Time: 2427.31 ms [2020-12-09 16:05:40 main:574] : INFO : Epoch 901 | loss: 0.000109317 | val_loss: 0.00012381 | Time: 2476.58 ms [2020-12-09 16:05:43 main:574] : INFO : Epoch 902 | loss: 0.000106851 | val_loss: 0.000131242 | Time: 2488.68 ms [2020-12-09 16:05:45 main:574] : INFO : Epoch 903 | loss: 0.000142194 | val_loss: 0.000136206 | Time: 2496.63 ms [2020-12-09 16:05:48 main:574] : INFO : Epoch 904 | loss: 0.000118962 | val_loss: 0.000127432 | Time: 2488.88 ms [2020-12-09 16:05:50 main:574] : INFO : Epoch 905 | loss: 0.000107906 | val_loss: 0.000124175 | Time: 2536.22 ms [2020-12-09 16:05:53 main:574] : INFO : Epoch 906 | loss: 0.000113944 | val_loss: 0.000144191 | Time: 2496.12 ms [2020-12-09 16:05:56 main:574] : INFO : Epoch 907 | loss: 0.0257143 | val_loss: 0.046834 | Time: 2501.15 ms [2020-12-09 16:05:58 main:574] : INFO : Epoch 908 | loss: 0.0227769 | val_loss: 0.0082195 | Time: 2462.79 ms [2020-12-09 16:06:01 main:574] : INFO : Epoch 909 | loss: 0.0052946 | val_loss: 0.00282624 | Time: 2494.76 ms [2020-12-09 16:06:03 main:574] : INFO : Epoch 910 | loss: 0.00177739 | val_loss: 0.00100874 | Time: 2437.28 ms [2020-12-09 16:06:06 main:574] : INFO : Epoch 911 | loss: 0.000758795 | val_loss: 0.000570846 | Time: 2497.48 ms [2020-12-09 16:06:08 main:574] : INFO : Epoch 912 | loss: 0.000441976 | val_loss: 0.000378539 | Time: 2533.34 ms [2020-12-09 16:06:11 main:574] : INFO : Epoch 913 | loss: 0.000319571 | val_loss: 0.000313046 | Time: 2518.61 ms [2020-12-09 16:06:13 main:574] : INFO : Epoch 914 | loss: 0.000269204 | val_loss: 0.000277077 | Time: 2510.11 ms [2020-12-09 16:06:16 main:574] : INFO : Epoch 915 | loss: 0.000238158 | val_loss: 0.000249466 | Time: 2593.55 ms [2020-12-09 16:06:18 main:574] : INFO : Epoch 916 | loss: 0.000212846 | val_loss: 0.000227344 | Time: 2522.16 ms [2020-12-09 16:06:21 main:574] : INFO : Epoch 917 | loss: 0.000196145 | val_loss: 0.000213965 | Time: 2586.44 ms [2020-12-09 16:06:24 main:574] : INFO : Epoch 918 | loss: 0.000185179 | val_loss: 0.000204183 | Time: 2564.74 ms [2020-12-09 16:06:26 main:574] : INFO : Epoch 919 | loss: 0.000176574 | val_loss: 0.000196308 | Time: 2490.01 ms [2020-12-09 16:06:29 main:574] : INFO : Epoch 920 | loss: 0.000169734 | val_loss: 0.00018994 | Time: 2456.37 ms [2020-12-09 16:06:31 main:574] : INFO : Epoch 921 | loss: 0.000164068 | val_loss: 0.000184649 | Time: 2485.65 ms [2020-12-09 16:06:34 main:574] : INFO : Epoch 922 | loss: 0.000159226 | val_loss: 0.000180081 | Time: 2506.36 ms [2020-12-09 16:06:36 main:574] : INFO : Epoch 923 | loss: 0.000155112 | val_loss: 0.000176327 | Time: 2513.67 ms [2020-12-09 16:06:39 main:574] : INFO : Epoch 924 | loss: 0.00015145 | val_loss: 0.000172521 | Time: 2467.54 ms [2020-12-09 16:06:41 main:574] : INFO : Epoch 925 | loss: 0.000148101 | val_loss: 0.000169025 | Time: 2479.6 ms [2020-12-09 16:06:44 main:574] : INFO : Epoch 926 | loss: 0.00014517 | val_loss: 0.000166126 | Time: 2513.75 ms [2020-12-09 16:06:46 main:574] : INFO : Epoch 927 | loss: 0.000142503 | val_loss: 0.000163515 | Time: 2454.44 ms [2020-12-09 16:06:49 main:574] : INFO : Epoch 928 | loss: 0.000140083 | val_loss: 0.000161091 | Time: 2484.72 ms [2020-12-09 16:06:51 main:574] : INFO : Epoch 929 | loss: 0.000137868 | val_loss: 0.000158872 | Time: 2530.3 ms [2020-12-09 16:06:54 main:574] : INFO : Epoch 930 | loss: 0.000135803 | val_loss: 0.000156801 | Time: 2486.85 ms [2020-12-09 16:06:57 main:574] : INFO : Epoch 931 | loss: 0.000133956 | val_loss: 0.000155084 | Time: 2545.31 ms [2020-12-09 16:06:59 main:574] : INFO : Epoch 932 | loss: 0.000132289 | val_loss: 0.000153477 | Time: 2540.24 ms [2020-12-09 16:07:02 main:574] : INFO : Epoch 933 | loss: 0.000130759 | val_loss: 0.000151853 | Time: 2507.5 ms [2020-12-09 16:07:04 main:574] : INFO : Epoch 934 | loss: 0.000129365 | val_loss: 0.000150528 | Time: 2502.87 ms [2020-12-09 16:07:07 main:574] : INFO : Epoch 935 | loss: 0.000128044 | val_loss: 0.000149257 | Time: 2608.2 ms [2020-12-09 16:07:10 main:574] : INFO : Epoch 936 | loss: 0.000126857 | val_loss: 0.0001482 | Time: 2549.64 ms [2020-12-09 16:07:12 main:574] : INFO : Epoch 937 | loss: 0.00012568 | val_loss: 0.000146783 | Time: 2616.44 ms [2020-12-09 16:07:15 main:574] : INFO : Epoch 938 | loss: 0.000124616 | val_loss: 0.000145941 | Time: 2577.29 ms [2020-12-09 16:07:17 main:574] : INFO : Epoch 939 | loss: 0.000123747 | val_loss: 0.000145084 | Time: 2513.66 ms [2020-12-09 16:07:20 main:574] : INFO : Epoch 940 | loss: 0.000123039 | val_loss: 0.000144394 | Time: 2554.95 ms [2020-12-09 16:07:23 main:574] : INFO : Epoch 941 | loss: 0.000122322 | val_loss: 0.000143671 | Time: 2542.1 ms [2020-12-09 16:07:25 main:574] : INFO : Epoch 942 | loss: 0.000121805 | val_loss: 0.000142968 | Time: 2545.07 ms [2020-12-09 16:07:28 main:574] : INFO : Epoch 943 | loss: 0.000120803 | val_loss: 0.000141805 | Time: 2565.92 ms [2020-12-09 16:07:30 main:574] : INFO : Epoch 944 | loss: 0.000126393 | val_loss: 0.000159689 | Time: 2531.04 ms [2020-12-09 16:07:33 main:574] : INFO : Epoch 945 | loss: 0.000126491 | val_loss: 0.000142241 | Time: 2530.53 ms [2020-12-09 16:07:35 main:574] : INFO : Epoch 946 | loss: 0.000120114 | val_loss: 0.000140976 | Time: 2476.3 ms [2020-12-09 16:07:38 main:574] : INFO : Epoch 947 | loss: 0.000118634 | val_loss: 0.000139368 | Time: 2512.29 ms [2020-12-09 16:07:40 main:574] : INFO : Epoch 948 | loss: 0.000117753 | val_loss: 0.000138907 | Time: 2542.83 ms [2020-12-09 16:07:43 main:574] : INFO : Epoch 949 | loss: 0.000117312 | val_loss: 0.000138242 | Time: 2526.33 ms [2020-12-09 16:07:46 main:574] : INFO : Epoch 950 | loss: 0.000132507 | val_loss: 0.000197714 | Time: 2482.68 ms [2020-12-09 16:07:48 main:574] : INFO : Epoch 951 | loss: 0.000135495 | val_loss: 0.000147039 | Time: 2465.32 ms [2020-12-09 16:07:51 main:574] : INFO : Epoch 952 | loss: 0.000122723 | val_loss: 0.000138568 | Time: 2525.65 ms [2020-12-09 16:07:53 main:574] : INFO : Epoch 953 | loss: 0.000116364 | val_loss: 0.000136557 | Time: 2493.38 ms [2020-12-09 16:07:56 main:574] : INFO : Epoch 954 | loss: 0.000115166 | val_loss: 0.000135955 | Time: 2539.04 ms [2020-12-09 16:07:58 main:574] : INFO : Epoch 955 | loss: 0.000114666 | val_loss: 0.00013555 | Time: 2566.52 ms [2020-12-09 16:08:01 main:574] : INFO : Epoch 956 | loss: 0.000114385 | val_loss: 0.000135384 | Time: 2558.23 ms [2020-12-09 16:08:04 main:574] : INFO : Epoch 957 | loss: 0.000114287 | val_loss: 0.000135627 | Time: 2546.53 ms [2020-12-09 16:08:06 main:574] : INFO : Epoch 958 | loss: 0.000140529 | val_loss: 0.000241149 | Time: 2486.88 ms [2020-12-09 16:08:09 main:574] : INFO : Epoch 959 | loss: 0.000144522 | val_loss: 0.000146088 | Time: 2486.07 ms [2020-12-09 16:08:11 main:574] : INFO : Epoch 960 | loss: 0.000117597 | val_loss: 0.000136189 | Time: 2547.89 ms [2020-12-09 16:08:14 main:574] : INFO : Epoch 961 | loss: 0.000113987 | val_loss: 0.000134357 | Time: 2541.86 ms [2020-12-09 16:08:16 main:574] : INFO : Epoch 962 | loss: 0.000112866 | val_loss: 0.000133677 | Time: 2524.06 ms [2020-12-09 16:08:19 main:574] : INFO : Epoch 963 | loss: 0.000112645 | val_loss: 0.000133729 | Time: 2504.49 ms [2020-12-09 16:08:21 main:574] : INFO : Epoch 964 | loss: 0.000112775 | val_loss: 0.000133548 | Time: 2494.14 ms [2020-12-09 16:08:24 main:574] : INFO : Epoch 965 | loss: 0.000112341 | val_loss: 0.00013307 | Time: 2623.77 ms [2020-12-09 16:08:27 main:574] : INFO : Epoch 966 | loss: 0.00011231 | val_loss: 0.000133685 | Time: 2492.16 ms [2020-12-09 16:08:29 main:574] : INFO : Epoch 967 | loss: 0.000112293 | val_loss: 0.00013309 | Time: 2538.66 ms [2020-12-09 16:08:32 main:574] : INFO : Epoch 968 | loss: 0.000112612 | val_loss: 0.00013293 | Time: 2491.64 ms [2020-12-09 16:08:34 main:574] : INFO : Epoch 969 | loss: 0.000112118 | val_loss: 0.000132971 | Time: 2584.97 ms [2020-12-09 16:08:37 main:574] : INFO : Epoch 970 | loss: 0.000169466 | val_loss: 0.000255842 | Time: 2482.9 ms [2020-12-09 16:08:39 main:574] : INFO : Epoch 971 | loss: 0.000142238 | val_loss: 0.000155442 | Time: 2527.87 ms [2020-12-09 16:08:42 main:574] : INFO : Epoch 972 | loss: 0.000117926 | val_loss: 0.000135556 | Time: 2525.35 ms [2020-12-09 16:08:45 main:574] : INFO : Epoch 973 | loss: 0.000112096 | val_loss: 0.000132448 | Time: 2543.51 ms [2020-12-09 16:08:47 main:574] : INFO : Epoch 974 | loss: 0.000111242 | val_loss: 0.000131922 | Time: 2562.57 ms [2020-12-09 16:08:50 main:574] : INFO : Epoch 975 | loss: 0.000110763 | val_loss: 0.000131507 | Time: 2601.1 ms [2020-12-09 16:08:52 main:574] : INFO : Epoch 976 | loss: 0.000110368 | val_loss: 0.00013091 | Time: 2504.31 ms [2020-12-09 16:08:55 main:574] : INFO : Epoch 977 | loss: 0.00011019 | val_loss: 0.000131539 | Time: 2533.59 ms [2020-12-09 16:08:58 main:574] : INFO : Epoch 978 | loss: 0.000110474 | val_loss: 0.000132263 | Time: 2482.65 ms [2020-12-09 16:09:00 main:574] : INFO : Epoch 979 | loss: 0.000110797 | val_loss: 0.000132199 | Time: 2560.29 ms [2020-12-09 16:09:03 main:574] : INFO : Epoch 980 | loss: 0.000116116 | val_loss: 0.000156679 | Time: 2461.69 ms [2020-12-09 16:09:05 main:574] : INFO : Epoch 981 | loss: 0.000126676 | val_loss: 0.000141962 | Time: 2529.84 ms [2020-12-09 16:09:08 main:574] : INFO : Epoch 982 | loss: 0.000113441 | val_loss: 0.00013142 | Time: 2528.26 ms [2020-12-09 16:09:10 main:574] : INFO : Epoch 983 | loss: 0.000110533 | val_loss: 0.000130443 | Time: 2490.21 ms [2020-12-09 16:09:13 main:574] : INFO : Epoch 984 | loss: 0.000111007 | val_loss: 0.000133784 | Time: 2472.99 ms [2020-12-09 16:09:15 main:574] : INFO : Epoch 985 | loss: 0.000110948 | val_loss: 0.00013063 | Time: 2536.64 ms [2020-12-09 16:09:18 main:574] : INFO : Epoch 986 | loss: 0.000113843 | val_loss: 0.000145909 | Time: 2488.36 ms [2020-12-09 16:09:20 main:574] : INFO : Epoch 987 | loss: 0.000153905 | val_loss: 0.000164279 | Time: 2499.62 ms [2020-12-09 16:09:23 main:574] : INFO : Epoch 988 | loss: 0.000118673 | val_loss: 0.000130774 | Time: 2513.25 ms [2020-12-09 16:09:25 main:574] : INFO : Epoch 989 | loss: 0.000110378 | val_loss: 0.000130472 | Time: 2474.35 ms [2020-12-09 16:09:28 main:574] : INFO : Epoch 990 | loss: 0.000109334 | val_loss: 0.00013119 | Time: 2510.63 ms [2020-12-09 16:09:31 main:574] : INFO : Epoch 991 | loss: 0.00011384 | val_loss: 0.000139882 | Time: 2563.61 ms [2020-12-09 16:09:33 main:574] : INFO : Epoch 992 | loss: 0.000114665 | val_loss: 0.000130243 | Time: 2521.83 ms [2020-12-09 16:09:36 main:574] : INFO : Epoch 993 | loss: 0.000109136 | val_loss: 0.000131144 | Time: 2419.9 ms [2020-12-09 16:09:38 main:574] : INFO : Epoch 994 | loss: 0.000113713 | val_loss: 0.000142086 | Time: 2528.4 ms [2020-12-09 16:09:41 main:574] : INFO : Epoch 995 | loss: 0.000118211 | val_loss: 0.000141161 | Time: 2520.05 ms [2020-12-09 16:09:43 main:574] : INFO : Epoch 996 | loss: 0.00012458 | val_loss: 0.000131729 | Time: 2509.6 ms [2020-12-09 16:09:46 main:574] : INFO : Epoch 997 | loss: 0.000113074 | val_loss: 0.000129519 | Time: 2530.97 ms [2020-12-09 16:09:48 main:574] : INFO : Epoch 998 | loss: 0.000109281 | val_loss: 0.000132013 | Time: 2531.84 ms [2020-12-09 16:09:51 main:574] : INFO : Epoch 999 | loss: 0.000124946 | val_loss: 0.000146716 | Time: 2558.25 ms [2020-12-09 16:09:54 main:574] : INFO : Epoch 1000 | loss: 0.000113652 | val_loss: 0.000131547 | Time: 2530.6 ms [2020-12-09 16:09:56 main:574] : INFO : Epoch 1001 | loss: 0.000110695 | val_loss: 0.000132455 | Time: 2547.32 ms [2020-12-09 16:09:59 main:574] : INFO : Epoch 1002 | loss: 0.000112426 | val_loss: 0.000147285 | Time: 2549.83 ms [2020-12-09 16:10:01 main:574] : INFO : Epoch 1003 | loss: 0.000148279 | val_loss: 0.000155435 | Time: 2492.68 ms [2020-12-09 16:10:04 main:574] : INFO : Epoch 1004 | loss: 0.000120795 | val_loss: 0.000137935 | Time: 2766.75 ms [2020-12-09 16:10:07 main:574] : INFO : Epoch 1005 | loss: 0.000109932 | val_loss: 0.000129698 | Time: 2497.21 ms [2020-12-09 16:10:09 main:574] : INFO : Epoch 1006 | loss: 0.000109048 | val_loss: 0.000129018 | Time: 2455.55 ms [2020-12-09 16:10:12 main:574] : INFO : Epoch 1007 | loss: 0.000110045 | val_loss: 0.000135922 | Time: 2522.7 ms [2020-12-09 16:10:14 main:574] : INFO : Epoch 1008 | loss: 0.000129417 | val_loss: 0.000138444 | Time: 2547.53 ms [2020-12-09 16:10:17 main:574] : INFO : Epoch 1009 | loss: 0.000113408 | val_loss: 0.000133607 | Time: 2544.03 ms [2020-12-09 16:10:19 main:574] : INFO : Epoch 1010 | loss: 0.000109119 | val_loss: 0.000129199 | Time: 2496.57 ms [2020-12-09 16:10:22 main:574] : INFO : Epoch 1011 | loss: 0.000107403 | val_loss: 0.000128711 | Time: 2488.88 ms [2020-12-09 16:10:24 main:574] : INFO : Epoch 1012 | loss: 0.000120829 | val_loss: 0.000193637 | Time: 2494.33 ms [2020-12-09 16:10:27 main:574] : INFO : Epoch 1013 | loss: 0.000144731 | val_loss: 0.000135591 | Time: 2521.77 ms [2020-12-09 16:10:30 main:574] : INFO : Epoch 1014 | loss: 0.000113112 | val_loss: 0.000128951 | Time: 2537.57 ms [2020-12-09 16:10:32 main:574] : INFO : Epoch 1015 | loss: 0.000108329 | val_loss: 0.00012738 | Time: 2543.91 ms [2020-12-09 16:10:35 main:574] : INFO : Epoch 1016 | loss: 0.000107023 | val_loss: 0.000129416 | Time: 2537.91 ms [2020-12-09 16:10:37 main:574] : INFO : Epoch 1017 | loss: 0.000111895 | val_loss: 0.000140498 | Time: 2499.64 ms [2020-12-09 16:10:40 main:574] : INFO : Epoch 1018 | loss: 0.000122618 | val_loss: 0.000130971 | Time: 2486.26 ms [2020-12-09 16:10:42 main:574] : INFO : Epoch 1019 | loss: 0.000111291 | val_loss: 0.000134808 | Time: 2507.13 ms [2020-12-09 16:10:45 main:574] : INFO : Epoch 1020 | loss: 0.00011959 | val_loss: 0.000140366 | Time: 2526.98 ms [2020-12-09 16:10:47 main:574] : INFO : Epoch 1021 | loss: 0.0001107 | val_loss: 0.00012978 | Time: 2503.32 ms [2020-12-09 16:10:50 main:574] : INFO : Epoch 1022 | loss: 0.000108334 | val_loss: 0.00013035 | Time: 2490.41 ms [2020-12-09 16:10:53 main:574] : INFO : Epoch 1023 | loss: 0.000110839 | val_loss: 0.000130446 | Time: 2483.1 ms [2020-12-09 16:10:56 main:574] : INFO : Epoch 1024 | loss: 0.000127408 | val_loss: 0.000227456 | Time: 3035.48 ms [2020-12-09 16:10:56 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.000227456 [2020-12-09 16:10:56 main:603] : INFO : Saving end state to config to file [2020-12-09 16:10:56 main:608] : INFO : Success, exiting.. 16:10:56 (12032): 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)