Task 3154715
| Name | ParityMachine-1606531454-28569-1_0 |
| Workunit | 1457171 |
| Created | 1 Dec 2020, 18:05:56 UTC |
| Sent | 3 Dec 2020, 13:25:37 UTC |
| Report deadline | 10 Dec 2020, 13:25:37 UTC |
| Received | 3 Dec 2020, 23:53:01 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4186 |
| Run time | 42 min 32 sec |
| CPU time | 37 min 22 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 7,469.70 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.64 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 32:01 main:574] : INFO : Epoch 514 | loss: 0.0311647 | val_loss: 0.0311718 | Time: 2500.53 ms [2020-12-03 15:32:04 main:574] : INFO : Epoch 515 | loss: 0.0311632 | val_loss: 0.0311731 | Time: 2462.48 ms [2020-12-03 15:32:06 main:574] : INFO : Epoch 516 | loss: 0.0311697 | val_loss: 0.0311832 | Time: 2465.9 ms [2020-12-03 15:32:09 main:574] : INFO : Epoch 517 | loss: 0.0311678 | val_loss: 0.0311727 | Time: 2395.65 ms [2020-12-03 15:32:11 main:574] : INFO : Epoch 518 | loss: 0.0311647 | val_loss: 0.0311771 | Time: 2426.08 ms [2020-12-03 15:32:14 main:574] : INFO : Epoch 519 | loss: 0.0311625 | val_loss: 0.0311795 | Time: 2445.22 ms [2020-12-03 15:32:16 main:574] : INFO : Epoch 520 | loss: 0.0311635 | val_loss: 0.0311732 | Time: 2491.09 ms [2020-12-03 15:32:19 main:574] : INFO : Epoch 521 | loss: 0.0311606 | val_loss: 0.0311717 | Time: 2474.31 ms [2020-12-03 15:32:21 main:574] : INFO : Epoch 522 | loss: 0.0311614 | val_loss: 0.0311757 | Time: 2498.29 ms [2020-12-03 15:32:24 main:574] : INFO : Epoch 523 | loss: 0.0311613 | val_loss: 0.0311709 | Time: 2610.36 ms [2020-12-03 15:32:27 main:574] : INFO : Epoch 524 | loss: 0.031159 | val_loss: 0.0311696 | Time: 2755.4 ms [2020-12-03 15:32:30 main:574] : INFO : Epoch 525 | loss: 0.0311575 | val_loss: 0.0311751 | Time: 2754.46 ms [2020-12-03 15:32:32 main:574] : INFO : Epoch 526 | loss: 0.0311585 | val_loss: 0.0311694 | Time: 2689.52 ms [2020-12-03 15:32:35 main:574] : INFO : Epoch 527 | loss: 0.0311576 | val_loss: 0.0311698 | Time: 2518.68 ms [2020-12-03 15:32:38 main:574] : INFO : Epoch 528 | loss: 0.0311553 | val_loss: 0.0311701 | Time: 2502.02 ms [2020-12-03 15:32:40 main:574] : INFO : Epoch 529 | loss: 0.0311553 | val_loss: 0.0311687 | Time: 2440.68 ms [2020-12-03 15:32:43 main:574] : INFO : Epoch 530 | loss: 0.0311545 | val_loss: 0.0311696 | Time: 2531.12 ms [2020-12-03 15:32:45 main:574] : INFO : Epoch 531 | loss: 0.0311548 | val_loss: 0.0311691 | Time: 2419.5 ms [2020-12-03 15:32:48 main:574] : INFO : Epoch 532 | loss: 0.0311537 | val_loss: 0.0311842 | Time: 2535.3 ms [2020-12-03 15:32:50 main:574] : INFO : Epoch 533 | loss: 0.0311628 | val_loss: 0.03119 | Time: 2505.19 ms [2020-12-03 15:32:53 main:574] : INFO : Epoch 534 | loss: 0.0311626 | val_loss: 0.0311727 | Time: 2455.93 ms [2020-12-03 15:32:55 main:574] : INFO : Epoch 535 | loss: 0.0311646 | val_loss: 0.0311812 | Time: 2472.34 ms [2020-12-03 15:32:58 main:574] : INFO : Epoch 536 | loss: 0.0311554 | val_loss: 0.03117 | Time: 2476.13 ms [2020-12-03 15:33:00 main:574] : INFO : Epoch 537 | loss: 0.031152 | val_loss: 0.0311686 | Time: 2517.58 ms [2020-12-03 15:33:03 main:574] : INFO : Epoch 538 | loss: 0.0311536 | val_loss: 0.0311688 | Time: 2501.38 ms [2020-12-03 15:33:05 main:574] : INFO : Epoch 539 | loss: 0.0311549 | val_loss: 0.0311664 | Time: 2470.68 ms [2020-12-03 15:33:08 main:574] : INFO : Epoch 540 | loss: 0.0311528 | val_loss: 0.0311688 | Time: 2456.91 ms [2020-12-03 15:33:10 main:574] : INFO : Epoch 541 | loss: 0.0311567 | val_loss: 0.0311666 | Time: 2497.12 ms [2020-12-03 15:33:13 main:574] : INFO : Epoch 542 | loss: 0.0311532 | val_loss: 0.0311656 | Time: 2420.3 ms [2020-12-03 15:33:15 main:574] : INFO : Epoch 543 | loss: 0.0311511 | val_loss: 0.0311653 | Time: 2455.51 ms [2020-12-03 15:33:18 main:574] : INFO : Epoch 544 | loss: 0.0311517 | val_loss: 0.0311659 | Time: 2468.3 ms [2020-12-03 15:33:20 main:574] : INFO : Epoch 545 | loss: 0.031152 | val_loss: 0.0311716 | Time: 2446.22 ms [2020-12-03 15:33:23 main:574] : INFO : Epoch 546 | loss: 0.0311513 | val_loss: 0.0311673 | Time: 2435.4 ms [2020-12-03 15:33:25 main:574] : INFO : Epoch 547 | loss: 0.0311483 | val_loss: 0.0311647 | Time: 2463.49 ms [2020-12-03 15:33:28 main:574] : INFO : Epoch 548 | loss: 0.0311484 | val_loss: 0.0311653 | Time: 2400.16 ms [2020-12-03 15:33:30 main:574] : INFO : Epoch 549 | loss: 0.0311459 | val_loss: 0.0311678 | Time: 2473.56 ms [2020-12-03 15:33:33 main:574] : INFO : Epoch 550 | loss: 0.0311462 | val_loss: 0.0311652 | Time: 2475.94 ms [2020-12-03 15:33:35 main:574] : INFO : Epoch 551 | loss: 0.0311459 | val_loss: 0.0311686 | Time: 2456.6 ms [2020-12-03 15:33:38 main:574] : INFO : Epoch 552 | loss: 0.0311461 | val_loss: 0.0311649 | Time: 2459.6 ms [2020-12-03 15:33:40 main:574] : INFO : Epoch 553 | loss: 0.0311502 | val_loss: 0.0311677 | Time: 2446.92 ms [2020-12-03 15:33:43 main:574] : INFO : Epoch 554 | loss: 0.0311465 | val_loss: 0.0311651 | Time: 2487.89 ms [2020-12-03 15:33:45 main:574] : INFO : Epoch 555 | loss: 0.031144 | val_loss: 0.031166 | Time: 2463.07 ms [2020-12-03 15:33:48 main:574] : INFO : Epoch 556 | loss: 0.0311446 | val_loss: 0.0311696 | Time: 2475.88 ms [2020-12-03 15:33:50 main:574] : INFO : Epoch 557 | loss: 0.031148 | val_loss: 0.0311664 | Time: 2458.66 ms [2020-12-03 15:33:53 main:574] : INFO : Epoch 558 | loss: 0.031144 | val_loss: 0.0311653 | Time: 2467.94 ms [2020-12-03 15:33:55 main:574] : INFO : Epoch 559 | loss: 0.0311438 | val_loss: 0.0311699 | Time: 2381.76 ms [2020-12-03 15:33:58 main:574] : INFO : Epoch 560 | loss: 0.0311432 | val_loss: 0.031166 | Time: 2374.14 ms [2020-12-03 15:34:00 main:574] : INFO : Epoch 561 | loss: 0.0311426 | val_loss: 0.0311683 | Time: 2372.94 ms [2020-12-03 15:34:02 main:574] : INFO : Epoch 562 | loss: 0.0311436 | val_loss: 0.0311676 | Time: 2379.44 ms [2020-12-03 15:34:05 main:574] : INFO : Epoch 563 | loss: 0.0311407 | val_loss: 0.0311674 | Time: 2396.75 ms [2020-12-03 15:34:07 main:574] : INFO : Epoch 564 | loss: 0.0311415 | val_loss: 0.0311672 | Time: 2346.23 ms [2020-12-03 15:34:10 main:574] : INFO : Epoch 565 | loss: 0.0311437 | val_loss: 0.0311674 | Time: 2330.76 ms [2020-12-03 15:34:12 main:574] : INFO : Epoch 566 | loss: 0.0311444 | val_loss: 0.0311666 | Time: 2350.77 ms [2020-12-03 15:34:14 main:574] : INFO : Epoch 567 | loss: 0.0311408 | val_loss: 0.0311679 | Time: 2418.5 ms [2020-12-03 15:34:17 main:574] : INFO : Epoch 568 | loss: 0.031139 | val_loss: 0.031166 | Time: 2388.48 ms [2020-12-03 15:34:19 main:574] : INFO : Epoch 569 | loss: 0.0311379 | val_loss: 0.0311644 | Time: 2395.79 ms [2020-12-03 15:34:22 main:574] : INFO : Epoch 570 | loss: 0.0311386 | val_loss: 0.0311648 | Time: 2397.41 ms [2020-12-03 15:34:24 main:574] : INFO : Epoch 571 | loss: 0.0311404 | val_loss: 0.0311732 | Time: 2387.48 ms [2020-12-03 15:34:26 main:574] : INFO : Epoch 572 | loss: 0.0311383 | val_loss: 0.0311655 | Time: 2434.43 ms [2020-12-03 15:34:29 main:574] : INFO : Epoch 573 | loss: 0.0311379 | val_loss: 0.0311672 | Time: 2418.54 ms [2020-12-03 15:34:31 main:574] : INFO : Epoch 574 | loss: 0.0311373 | val_loss: 0.0311664 | Time: 2404.77 ms [2020-12-03 15:34:34 main:574] : INFO : Epoch 575 | loss: 0.0311392 | val_loss: 0.0311689 | Time: 2383.81 ms [2020-12-03 15:34:36 main:574] : INFO : Epoch 576 | loss: 0.0311388 | val_loss: 0.0311707 | Time: 2390.59 ms [2020-12-03 15:34:39 main:574] : INFO : Epoch 577 | loss: 0.0311388 | val_loss: 0.0311679 | Time: 2405.35 ms [2020-12-03 15:34:41 main:574] : INFO : Epoch 578 | loss: 0.0311388 | val_loss: 0.0311686 | Time: 2396.6 ms [2020-12-03 15:34:44 main:574] : INFO : Epoch 579 | loss: 0.0311373 | val_loss: 0.0311678 | Time: 2426.71 ms [2020-12-03 15:34:46 main:574] : INFO : Epoch 580 | loss: 0.0311363 | val_loss: 0.0311748 | Time: 2428.95 ms [2020-12-03 15:34:48 main:574] : INFO : Epoch 581 | loss: 0.0311388 | val_loss: 0.031169 | Time: 2435.8 ms [2020-12-03 15:34:51 main:574] : INFO : Epoch 582 | loss: 0.0311411 | val_loss: 0.0311731 | Time: 2409.69 ms [2020-12-03 15:34:53 main:574] : INFO : Epoch 583 | loss: 0.031136 | val_loss: 0.031169 | Time: 2413.85 ms [2020-12-03 15:34:56 main:574] : INFO : Epoch 584 | loss: 0.0311391 | val_loss: 0.031177 | Time: 2387.14 ms [2020-12-03 15:34:58 main:574] : INFO : Epoch 585 | loss: 0.031144 | val_loss: 0.0311795 | Time: 2403.29 ms [2020-12-03 15:35:01 main:574] : INFO : Epoch 586 | loss: 0.0311491 | val_loss: 0.0311687 | Time: 2409.34 ms [2020-12-03 15:35:03 main:574] : INFO : Epoch 587 | loss: 0.0311439 | val_loss: 0.0311675 | Time: 2403.56 ms [2020-12-03 15:35:05 main:574] : INFO : Epoch 588 | loss: 0.0311388 | val_loss: 0.0311658 | Time: 2419.34 ms [2020-12-03 15:35:08 main:574] : INFO : Epoch 589 | loss: 0.0311374 | val_loss: 0.0311706 | Time: 2390.97 ms [2020-12-03 15:35:10 main:574] : INFO : Epoch 590 | loss: 0.031134 | val_loss: 0.0311695 | Time: 2386.29 ms [2020-12-03 15:35:13 main:574] : INFO : Epoch 591 | loss: 0.0311335 | val_loss: 0.031169 | Time: 2384.08 ms [2020-12-03 15:35:15 main:574] : INFO : Epoch 592 | loss: 0.0311323 | val_loss: 0.0311724 | Time: 2398.46 ms [2020-12-03 15:35:18 main:574] : INFO : Epoch 593 | loss: 0.0311338 | val_loss: 0.0311745 | Time: 2391.28 ms [2020-12-03 15:35:20 main:574] : INFO : Epoch 594 | loss: 0.0311349 | val_loss: 0.0311731 | Time: 2422.35 ms [2020-12-03 15:35:22 main:574] : INFO : Epoch 595 | loss: 0.0311313 | val_loss: 0.0311703 | Time: 2394.1 ms [2020-12-03 15:35:25 main:574] : INFO : Epoch 596 | loss: 0.031132 | val_loss: 0.0311725 | Time: 2389.76 ms [2020-12-03 15:35:27 main:574] : INFO : Epoch 597 | loss: 0.0311299 | val_loss: 0.0311715 | Time: 2396.79 ms [2020-12-03 15:35:30 main:574] : INFO : Epoch 598 | loss: 0.0311334 | val_loss: 0.0311742 | Time: 2414.1 ms [2020-12-03 15:35:32 main:574] : INFO : Epoch 599 | loss: 0.0311332 | val_loss: 0.0311723 | Time: 2375.15 ms [2020-12-03 15:35:35 main:574] : INFO : Epoch 600 | loss: 0.0311301 | val_loss: 0.0311735 | Time: 2405.77 ms [2020-12-03 15:35:37 main:574] : INFO : Epoch 601 | loss: 0.0311334 | val_loss: 0.0311742 | Time: 2397.48 ms [2020-12-03 15:35:39 main:574] : INFO : Epoch 602 | loss: 0.0311375 | val_loss: 0.0311703 | Time: 2427.08 ms [2020-12-03 15:35:42 main:574] : INFO : Epoch 603 | loss: 0.0311342 | val_loss: 0.0311699 | Time: 2414.51 ms [2020-12-03 15:35:44 main:574] : INFO : Epoch 604 | loss: 0.0311328 | val_loss: 0.031172 | Time: 2402.52 ms [2020-12-03 15:35:47 main:574] : INFO : Epoch 605 | loss: 0.031132 | val_loss: 0.0311751 | Time: 2395 ms [2020-12-03 15:35:49 main:574] : INFO : Epoch 606 | loss: 0.031131 | val_loss: 0.0311769 | Time: 2407.5 ms [2020-12-03 15:35:52 main:574] : INFO : Epoch 607 | loss: 0.0311287 | val_loss: 0.0311789 | Time: 2419.24 ms [2020-12-03 15:35:54 main:574] : INFO : Epoch 608 | loss: 0.0311428 | val_loss: 0.0311747 | Time: 2396.69 ms [2020-12-03 15:35:57 main:574] : INFO : Epoch 609 | loss: 0.0311543 | val_loss: 0.0311718 | Time: 2415.7 ms [2020-12-03 15:35:59 main:574] : INFO : Epoch 610 | loss: 0.0311542 | val_loss: 0.0311697 | Time: 2426.05 ms [2020-12-03 15:36:01 main:574] : INFO : Epoch 611 | loss: 0.0311463 | val_loss: 0.0311693 | Time: 2404.97 ms [2020-12-03 15:36:04 main:574] : INFO : Epoch 612 | loss: 0.0311429 | val_loss: 0.0311727 | Time: 2414.12 ms [2020-12-03 15:36:06 main:574] : INFO : Epoch 613 | loss: 0.0311349 | val_loss: 0.0311711 | Time: 2382.54 ms [2020-12-03 15:36:09 main:574] : INFO : Epoch 614 | loss: 0.0311324 | val_loss: 0.0311731 | Time: 2402.38 ms [2020-12-03 15:36:11 main:574] : INFO : Epoch 615 | loss: 0.0311319 | val_loss: 0.0311748 | Time: 2401.35 ms [2020-12-03 15:36:14 main:574] : INFO : Epoch 616 | loss: 0.0311321 | val_loss: 0.0311719 | Time: 2405.66 ms [2020-12-03 15:36:16 main:574] : INFO : Epoch 617 | loss: 0.0311275 | val_loss: 0.0311738 | Time: 2432.35 ms [2020-12-03 15:36:19 main:574] : INFO : Epoch 618 | loss: 0.0311299 | val_loss: 0.0311737 | Time: 2413.23 ms [2020-12-03 15:36:21 main:574] : INFO : Epoch 619 | loss: 0.0311329 | val_loss: 0.0311858 | Time: 2415.05 ms [2020-12-03 15:36:23 main:574] : INFO : Epoch 620 | loss: 0.0311357 | val_loss: 0.0311715 | Time: 2412.96 ms [2020-12-03 15:36:26 main:574] : INFO : Epoch 621 | loss: 0.0311308 | val_loss: 0.0311771 | Time: 2396.52 ms [2020-12-03 15:36:28 main:574] : INFO : Epoch 622 | loss: 0.031129 | val_loss: 0.0311712 | Time: 2375.1 ms [2020-12-03 15:36:31 main:574] : INFO : Epoch 623 | loss: 0.0311255 | val_loss: 0.0311766 | Time: 2405.38 ms [2020-12-03 15:36:33 main:574] : INFO : Epoch 624 | loss: 0.0311281 | val_loss: 0.0311724 | Time: 2436.07 ms [2020-12-03 15:36:36 main:574] : INFO : Epoch 625 | loss: 0.0311272 | val_loss: 0.0311725 | Time: 2383.89 ms [2020-12-03 15:36:38 main:574] : INFO : Epoch 626 | loss: 0.0311222 | val_loss: 0.0311765 | Time: 2403.46 ms [2020-12-03 15:36:41 main:574] : INFO : Epoch 627 | loss: 0.031121 | val_loss: 0.0311708 | Time: 2410.27 ms [2020-12-03 15:36:43 main:574] : INFO : Epoch 628 | loss: 0.0311218 | val_loss: 0.0311833 | Time: 2408.12 ms [2020-12-03 15:36:45 main:574] : INFO : Epoch 629 | loss: 0.0311234 | val_loss: 0.0311755 | Time: 2384.84 ms [2020-12-03 15:36:48 main:574] : INFO : Epoch 630 | loss: 0.0311253 | val_loss: 0.0311759 | Time: 2389.66 ms [2020-12-03 15:36:50 main:574] : INFO : Epoch 631 | loss: 0.031124 | val_loss: 0.0311754 | Time: 2425.04 ms [2020-12-03 15:36:53 main:574] : INFO : Epoch 632 | loss: 0.0311255 | val_loss: 0.0311884 | Time: 2431.04 ms [2020-12-03 15:36:55 main:574] : INFO : Epoch 633 | loss: 0.0311221 | val_loss: 0.0311784 | Time: 2408.28 ms [2020-12-03 15:36:58 main:574] : INFO : Epoch 634 | loss: 0.0311193 | val_loss: 0.0311791 | Time: 2393.87 ms [2020-12-03 15:37:00 main:574] : INFO : Epoch 635 | loss: 0.0311176 | val_loss: 0.0311797 | Time: 2385.1 ms [2020-12-03 15:37:02 main:574] : INFO : Epoch 636 | loss: 0.0311166 | val_loss: 0.0311784 | Time: 2391.91 ms [2020-12-03 15:37:05 main:574] : INFO : Epoch 637 | loss: 0.0311157 | val_loss: 0.0311776 | Time: 2409.19 ms [2020-12-03 15:37:07 main:574] : INFO : Epoch 638 | loss: 0.0311173 | val_loss: 0.0311792 | Time: 2395.53 ms [2020-12-03 15:37:10 main:574] : INFO : Epoch 639 | loss: 0.0311194 | val_loss: 0.0311843 | Time: 2450.45 ms [2020-12-03 15:37:12 main:574] : INFO : Epoch 640 | loss: 0.0311186 | val_loss: 0.0311789 | Time: 2414.1 ms [2020-12-03 15:37:15 main:574] : INFO : Epoch 641 | loss: 0.031118 | val_loss: 0.0311802 | Time: 2420.47 ms [2020-12-03 15:37:17 main:574] : INFO : Epoch 642 | loss: 0.031117 | val_loss: 0.031177 | Time: 2440.69 ms [2020-12-03 15:37:20 main:574] : INFO : Epoch 643 | loss: 0.031119 | val_loss: 0.0311805 | Time: 2394.25 ms [2020-12-03 15:37:22 main:574] : INFO : Epoch 644 | loss: 0.0311186 | val_loss: 0.0311783 | Time: 2410.77 ms [2020-12-03 15:37:24 main:574] : INFO : Epoch 645 | loss: 0.0311227 | val_loss: 0.031178 | Time: 2390.69 ms [2020-12-03 15:37:27 main:574] : INFO : Epoch 646 | loss: 0.0311238 | val_loss: 0.0311818 | Time: 2391.67 ms [2020-12-03 15:37:29 main:574] : INFO : Epoch 647 | loss: 0.031119 | val_loss: 0.0311806 | Time: 2395.51 ms [2020-12-03 15:37:32 main:574] : INFO : Epoch 648 | loss: 0.0311175 | val_loss: 0.0311815 | Time: 2398.24 ms [2020-12-03 15:37:34 main:574] : INFO : Epoch 649 | loss: 0.0311156 | val_loss: 0.0311801 | Time: 2580.97 ms [2020-12-03 15:37:37 main:574] : INFO : Epoch 650 | loss: 0.0311116 | val_loss: 0.0311835 | Time: 2579.45 ms [2020-12-03 15:37:40 main:574] : INFO : Epoch 651 | loss: 0.0311103 | val_loss: 0.0311843 | Time: 2600.58 ms [2020-12-03 15:37:42 main:574] : INFO : Epoch 652 | loss: 0.031118 | val_loss: 0.0311761 | Time: 2646.29 ms [2020-12-03 15:37:45 main:574] : INFO : Epoch 653 | loss: 0.0311184 | val_loss: 0.0311813 | Time: 2419.17 ms [2020-12-03 15:37:47 main:574] : INFO : Epoch 654 | loss: 0.0311144 | val_loss: 0.0311829 | Time: 2395.41 ms [2020-12-03 15:37:50 main:574] : INFO : Epoch 655 | loss: 0.0311142 | val_loss: 0.0311805 | Time: 2423.18 ms [2020-12-03 15:37:52 main:574] : INFO : Epoch 656 | loss: 0.0311102 | val_loss: 0.0311773 | Time: 2411.97 ms [2020-12-03 15:37:55 main:574] : INFO : Epoch 657 | loss: 0.0311121 | val_loss: 0.0311899 | Time: 2395.04 ms [2020-12-03 15:37:57 main:574] : INFO : Epoch 658 | loss: 0.0311113 | val_loss: 0.0311827 | Time: 2394.5 ms [2020-12-03 15:37:59 main:574] : INFO : Epoch 659 | loss: 0.0311151 | val_loss: 0.031191 | Time: 2405.97 ms [2020-12-03 15:38:02 main:574] : INFO : Epoch 660 | loss: 0.0311173 | val_loss: 0.0311811 | Time: 2419.74 ms [2020-12-03 15:38:04 main:574] : INFO : Epoch 661 | loss: 0.0311194 | val_loss: 0.0311811 | Time: 2410.55 ms [2020-12-03 15:38:07 main:574] : INFO : Epoch 662 | loss: 0.0311145 | val_loss: 0.031185 | Time: 2398.13 ms [2020-12-03 15:38:09 main:574] : INFO : Epoch 663 | loss: 0.0311077 | val_loss: 0.0311859 | Time: 2381.81 ms [2020-12-03 15:38:12 main:574] : INFO : Epoch 664 | loss: 0.0311095 | val_loss: 0.0311884 | Time: 2385.22 ms [2020-12-03 15:38:14 main:574] : INFO : Epoch 665 | loss: 0.0311112 | val_loss: 0.0311877 | Time: 2419.83 ms [2020-12-03 15:38:16 main:574] : INFO : Epoch 666 | loss: 0.0311072 | val_loss: 0.0311859 | Time: 2421.7 ms [2020-12-03 15:38:19 main:574] : INFO : Epoch 667 | loss: 0.031107 | val_loss: 0.0311851 | Time: 2406.19 ms [2020-12-03 15:38:21 main:574] : INFO : Epoch 668 | loss: 0.0311057 | val_loss: 0.0311891 | Time: 2402.92 ms [2020-12-03 15:38:24 main:574] : INFO : Epoch 669 | loss: 0.0311181 | val_loss: 0.0311807 | Time: 2442.34 ms [2020-12-03 15:38:26 main:574] : INFO : Epoch 670 | loss: 0.0311154 | val_loss: 0.0311938 | Time: 2390.41 ms [2020-12-03 15:38:29 main:574] : INFO : Epoch 671 | loss: 0.0311127 | val_loss: 0.0311824 | Time: 2420.78 ms [2020-12-03 15:38:31 main:574] : INFO : Epoch 672 | loss: 0.0311095 | val_loss: 0.0311886 | Time: 2405.17 ms [2020-12-03 15:38:34 main:574] : INFO : Epoch 673 | loss: 0.0311088 | val_loss: 0.0311958 | Time: 2426.97 ms [2020-12-03 15:38:36 main:574] : INFO : Epoch 674 | loss: 0.0311041 | val_loss: 0.0311876 | Time: 2457.51 ms [2020-12-03 15:38:38 main:574] : INFO : Epoch 675 | loss: 0.0311042 | val_loss: 0.0311795 | Time: 2421.28 ms [2020-12-03 15:38:41 main:574] : INFO : Epoch 676 | loss: 0.0311057 | val_loss: 0.0311906 | Time: 2402.45 ms [2020-12-03 15:38:43 main:574] : INFO : Epoch 677 | loss: 0.0311074 | val_loss: 0.0311932 | Time: 2425.98 ms [2020-12-03 15:38:46 main:574] : INFO : Epoch 678 | loss: 0.0311107 | val_loss: 0.0311804 | Time: 2397.13 ms [2020-12-03 15:38:48 main:574] : INFO : Epoch 679 | loss: 0.0311067 | val_loss: 0.0311922 | Time: 2389.78 ms [2020-12-03 15:38:51 main:574] : INFO : Epoch 680 | loss: 0.0311068 | val_loss: 0.0311836 | Time: 2397.22 ms [2020-12-03 15:38:53 main:574] : INFO : Epoch 681 | loss: 0.0311082 | val_loss: 0.0311905 | Time: 2382.2 ms [2020-12-03 15:38:55 main:574] : INFO : Epoch 682 | loss: 0.0311106 | val_loss: 0.0311799 | Time: 2403.59 ms [2020-12-03 15:38:58 main:574] : INFO : Epoch 683 | loss: 0.0311087 | val_loss: 0.0311978 | Time: 2393.54 ms [2020-12-03 15:39:00 main:574] : INFO : Epoch 684 | loss: 0.0311062 | val_loss: 0.031195 | Time: 2416.42 ms [2020-12-03 15:39:03 main:574] : INFO : Epoch 685 | loss: 0.0311032 | val_loss: 0.0311877 | Time: 2430.91 ms [2020-12-03 15:39:05 main:574] : INFO : Epoch 686 | loss: 0.0311054 | val_loss: 0.03119 | Time: 2398.28 ms [2020-12-03 15:39:08 main:574] : INFO : Epoch 687 | loss: 0.0311026 | val_loss: 0.0311903 | Time: 2407.21 ms [2020-12-03 15:39:10 main:574] : INFO : Epoch 688 | loss: 0.0311013 | val_loss: 0.0311849 | Time: 2395.54 ms [2020-12-03 15:39:12 main:574] : INFO : Epoch 689 | loss: 0.0311003 | val_loss: 0.0311938 | Time: 2399.59 ms [2020-12-03 15:39:15 main:574] : INFO : Epoch 690 | loss: 0.0311014 | val_loss: 0.0311857 | Time: 2400.59 ms [2020-12-03 15:39:17 main:574] : INFO : Epoch 691 | loss: 0.0311026 | val_loss: 0.0311883 | Time: 2397.95 ms [2020-12-03 15:39:20 main:574] : INFO : Epoch 692 | loss: 0.0311038 | val_loss: 0.0312034 | Time: 2395.24 ms [2020-12-03 15:39:22 main:574] : INFO : Epoch 693 | loss: 0.0311092 | val_loss: 0.0311836 | Time: 2394.79 ms [2020-12-03 15:39:25 main:574] : INFO : Epoch 694 | loss: 0.0311065 | val_loss: 0.0311989 | Time: 2374.62 ms [2020-12-03 15:39:27 main:574] : INFO : Epoch 695 | loss: 0.0311021 | val_loss: 0.0311945 | Time: 2383.82 ms [2020-12-03 15:39:29 main:574] : INFO : Epoch 696 | loss: 0.0311 | val_loss: 0.0311876 | Time: 2387.55 ms [2020-12-03 15:39:32 main:574] : INFO : Epoch 697 | loss: 0.0311007 | val_loss: 0.0311923 | Time: 2409.32 ms [2020-12-03 15:39:34 main:574] : INFO : Epoch 698 | loss: 0.0310961 | val_loss: 0.0311932 | Time: 2418.46 ms [2020-12-03 15:39:37 main:574] : INFO : Epoch 699 | loss: 0.0310982 | val_loss: 0.0311897 | Time: 2408.33 ms [2020-12-03 15:39:39 main:574] : INFO : Epoch 700 | loss: 0.0310988 | val_loss: 0.0312044 | Time: 2403.59 ms [2020-12-03 15:39:42 main:574] : INFO : Epoch 701 | loss: 0.0311041 | val_loss: 0.0311972 | Time: 2395.26 ms [2020-12-03 15:39:44 main:574] : INFO : Epoch 702 | loss: 0.0311014 | val_loss: 0.0312021 | Time: 2413.74 ms [2020-12-03 15:39:46 main:574] : INFO : Epoch 703 | loss: 0.0311071 | val_loss: 0.031187 | Time: 2407.95 ms [2020-12-03 15:39:49 main:574] : INFO : Epoch 704 | loss: 0.03111 | val_loss: 0.0311817 | Time: 2386.87 ms [2020-12-03 15:39:51 main:574] : INFO : Epoch 705 | loss: 0.0311016 | val_loss: 0.0311935 | Time: 2398.82 ms [2020-12-03 15:39:54 main:574] : INFO : Epoch 706 | loss: 0.0311019 | val_loss: 0.0311921 | Time: 2460.07 ms [2020-12-03 15:39:56 main:574] : INFO : Epoch 707 | loss: 0.0311031 | val_loss: 0.0311869 | Time: 2412 ms [2020-12-03 15:39:59 main:574] : INFO : Epoch 708 | loss: 0.0310981 | val_loss: 0.0311933 | Time: 2404.6 ms [2020-12-03 15:40:01 main:574] : INFO : Epoch 709 | loss: 0.0311002 | val_loss: 0.031205 | Time: 2415.55 ms [2020-12-03 15:40:03 main:574] : INFO : Epoch 710 | loss: 0.0311019 | val_loss: 0.0311994 | Time: 2383.16 ms [2020-12-03 15:40:06 main:574] : INFO : Epoch 711 | loss: 0.0310995 | val_loss: 0.0311919 | Time: 2425 ms [2020-12-03 15:40:08 main:574] : INFO : Epoch 712 | loss: 0.0310994 | val_loss: 0.0311975 | Time: 2403.75 ms [2020-12-03 15:40:11 main:574] : INFO : Epoch 713 | loss: 0.0311 | val_loss: 0.0312031 | Time: 2397.58 ms [2020-12-03 15:40:13 main:574] : INFO : Epoch 714 | loss: 0.0310971 | val_loss: 0.0311923 | Time: 2416.5 ms [2020-12-03 15:40:16 main:574] : INFO : Epoch 715 | loss: 0.031096 | val_loss: 0.0311991 | Time: 2394.93 ms [2020-12-03 15:40:18 main:574] : INFO : Epoch 716 | loss: 0.0310976 | val_loss: 0.0311978 | Time: 2423.85 ms [2020-12-03 15:40:21 main:574] : INFO : Epoch 717 | loss: 0.0310971 | val_loss: 0.0311987 | Time: 2428.41 ms [2020-12-03 15:40:23 main:574] : INFO : Epoch 718 | loss: 0.0310959 | val_loss: 0.0312009 | Time: 2411.93 ms [2020-12-03 15:40:25 main:574] : INFO : Epoch 719 | loss: 0.0310961 | val_loss: 0.0311998 | Time: 2395.91 ms [2020-12-03 15:40:28 main:574] : INFO : Epoch 720 | loss: 0.0310965 | val_loss: 0.0311878 | Time: 2419.05 ms [2020-12-03 15:40:30 main:574] : INFO : Epoch 721 | loss: 0.031096 | val_loss: 0.0311927 | Time: 2414.45 ms [2020-12-03 15:40:33 main:574] : INFO : Epoch 722 | loss: 0.0310954 | val_loss: 0.0311952 | Time: 2397.7 ms [2020-12-03 15:40:35 main:574] : INFO : Epoch 723 | loss: 0.0310974 | val_loss: 0.0312004 | Time: 2397.19 ms [2020-12-03 15:40:38 main:574] : INFO : Epoch 724 | loss: 0.0310936 | val_loss: 0.0312087 | Time: 2399.4 ms [2020-12-03 15:40:40 main:574] : INFO : Epoch 725 | loss: 0.0310915 | val_loss: 0.0311962 | Time: 2415.58 ms [2020-12-03 15:40:42 main:574] : INFO : Epoch 726 | loss: 0.0310961 | val_loss: 0.0312109 | Time: 2397.26 ms [2020-12-03 15:40:45 main:574] : INFO : Epoch 727 | loss: 0.0310959 | val_loss: 0.0311969 | Time: 2399.38 ms [2020-12-03 15:40:47 main:574] : INFO : Epoch 728 | loss: 0.0310961 | val_loss: 0.0312042 | Time: 2419.73 ms [2020-12-03 15:40:50 main:574] : INFO : Epoch 729 | loss: 0.0311007 | val_loss: 0.0312075 | Time: 2419.68 ms [2020-12-03 15:40:52 main:574] : INFO : Epoch 730 | loss: 0.0311006 | val_loss: 0.0311962 | Time: 2411.84 ms [2020-12-03 15:40:55 main:574] : INFO : Epoch 731 | loss: 0.0310948 | val_loss: 0.0311986 | Time: 2412.09 ms [2020-12-03 15:40:57 main:574] : INFO : Epoch 732 | loss: 0.0310955 | val_loss: 0.0311897 | Time: 2418.24 ms [2020-12-03 15:41:00 main:574] : INFO : Epoch 733 | loss: 0.0311106 | val_loss: 0.0311852 | Time: 2402.69 ms [2020-12-03 15:41:02 main:574] : INFO : Epoch 734 | loss: 0.031105 | val_loss: 0.0312061 | Time: 2405 ms [2020-12-03 15:41:04 main:574] : INFO : Epoch 735 | loss: 0.0311011 | val_loss: 0.0311914 | Time: 2404.95 ms [2020-12-03 15:41:07 main:574] : INFO : Epoch 736 | loss: 0.0310948 | val_loss: 0.0312077 | Time: 2432.7 ms [2020-12-03 15:41:09 main:574] : INFO : Epoch 737 | loss: 0.0310935 | val_loss: 0.0311988 | Time: 2400.8 ms [2020-12-03 15:41:12 main:574] : INFO : Epoch 738 | loss: 0.0310901 | val_loss: 0.0312161 | Time: 2393.13 ms [2020-12-03 15:41:14 main:574] : INFO : Epoch 739 | loss: 0.0310935 | val_loss: 0.0312081 | Time: 2425.39 ms [2020-12-03 15:41:17 main:574] : INFO : Epoch 740 | loss: 0.0310898 | val_loss: 0.0312031 | Time: 2394.87 ms [2020-12-03 15:41:19 main:574] : INFO : Epoch 741 | loss: 0.0310922 | val_loss: 0.0311911 | Time: 2403.83 ms [2020-12-03 15:41:22 main:574] : INFO : Epoch 742 | loss: 0.0310873 | val_loss: 0.0311968 | Time: 2415.77 ms [2020-12-03 15:41:24 main:574] : INFO : Epoch 743 | loss: 0.0310859 | val_loss: 0.0311998 | Time: 2400.83 ms [2020-12-03 15:41:26 main:574] : INFO : Epoch 744 | loss: 0.0310866 | val_loss: 0.0311992 | Time: 2402.41 ms [2020-12-03 15:41:29 main:574] : INFO : Epoch 745 | loss: 0.0310871 | val_loss: 0.0312029 | Time: 2386.57 ms [2020-12-03 15:41:31 main:574] : INFO : Epoch 746 | loss: 0.0310865 | val_loss: 0.0311889 | Time: 2384.4 ms [2020-12-03 15:41:34 main:574] : INFO : Epoch 747 | loss: 0.0310886 | val_loss: 0.0312005 | Time: 2415.24 ms [2020-12-03 15:41:36 main:574] : INFO : Epoch 748 | loss: 0.0310902 | val_loss: 0.0312075 | Time: 2373.7 ms [2020-12-03 15:41:39 main:574] : INFO : Epoch 749 | loss: 0.0310871 | val_loss: 0.0312053 | Time: 2387.31 ms [2020-12-03 15:41:41 main:574] : INFO : Epoch 750 | loss: 0.0310861 | val_loss: 0.0312033 | Time: 2378 ms [2020-12-03 15:41:43 main:574] : INFO : Epoch 751 | loss: 0.0310988 | val_loss: 0.0312052 | Time: 2403.22 ms [2020-12-03 15:41:46 main:574] : INFO : Epoch 752 | loss: 0.031094 | val_loss: 0.031217 | Time: 2394.06 ms [2020-12-03 15:41:48 main:574] : INFO : Epoch 753 | loss: 0.0310909 | val_loss: 0.0312021 | Time: 2396.21 ms [2020-12-03 15:41:51 main:574] : INFO : Epoch 754 | loss: 0.0310893 | val_loss: 0.0311922 | Time: 2382.31 ms [2020-12-03 15:41:53 main:574] : INFO : Epoch 755 | loss: 0.031091 | val_loss: 0.0311945 | Time: 2377.07 ms [2020-12-03 15:41:56 main:574] : INFO : Epoch 756 | loss: 0.0310903 | val_loss: 0.031203 | Time: 2388.52 ms [2020-12-03 15:41:58 main:574] : INFO : Epoch 757 | loss: 0.0310869 | val_loss: 0.0312089 | Time: 2384.9 ms [2020-12-03 15:42:00 main:574] : INFO : Epoch 758 | loss: 0.0310869 | val_loss: 0.0312014 | Time: 2389.09 ms [2020-12-03 15:42:03 main:574] : INFO : Epoch 759 | loss: 0.0310876 | val_loss: 0.0312023 | Time: 2386.43 ms [2020-12-03 15:42:05 main:574] : INFO : Epoch 760 | loss: 0.031086 | val_loss: 0.0312071 | Time: 2408.92 ms [2020-12-03 15:42:08 main:574] : INFO : Epoch 761 | loss: 0.0310874 | val_loss: 0.0312081 | Time: 2384.72 ms [2020-12-03 15:42:10 main:574] : INFO : Epoch 762 | loss: 0.031086 | val_loss: 0.0312018 | Time: 2374.9 ms [2020-12-03 15:42:12 main:574] : INFO : Epoch 763 | loss: 0.0310961 | val_loss: 0.03119 | Time: 2368.55 ms [2020-12-03 15:42:15 main:574] : INFO : Epoch 764 | loss: 0.0310948 | val_loss: 0.0312093 | Time: 2390.73 ms [2020-12-03 15:42:17 main:574] : INFO : Epoch 765 | loss: 0.0310871 | val_loss: 0.0312123 | Time: 2394.43 ms [2020-12-03 15:42:20 main:574] : INFO : Epoch 766 | loss: 0.0310845 | val_loss: 0.0312105 | Time: 2404.85 ms [2020-12-03 15:42:22 main:574] : INFO : Epoch 767 | loss: 0.0310851 | val_loss: 0.031202 | Time: 2410.04 ms [2020-12-03 15:42:25 main:574] : INFO : Epoch 768 | loss: 0.0310811 | val_loss: 0.031214 | Time: 2393.33 ms [2020-12-03 15:42:27 main:574] : INFO : Epoch 769 | loss: 0.0310845 | val_loss: 0.0312231 | Time: 2401.23 ms [2020-12-03 15:42:29 main:574] : INFO : Epoch 770 | loss: 0.0310869 | val_loss: 0.031205 | Time: 2409.93 ms [2020-12-03 15:42:32 main:574] : INFO : Epoch 771 | loss: 0.0310898 | val_loss: 0.0312113 | Time: 2398.91 ms [2020-12-03 15:42:34 main:574] : INFO : Epoch 772 | loss: 0.0310832 | val_loss: 0.0312106 | Time: 2417.03 ms [2020-12-03 15:42:37 main:574] : INFO : Epoch 773 | loss: 0.0310831 | val_loss: 0.0312195 | Time: 2402.71 ms [2020-12-03 15:42:39 main:574] : INFO : Epoch 774 | loss: 0.0310835 | val_loss: 0.0312286 | Time: 2404.51 ms [2020-12-03 15:42:42 main:574] : INFO : Epoch 775 | loss: 0.0310874 | val_loss: 0.0312046 | Time: 2400.79 ms [2020-12-03 15:42:44 main:574] : INFO : Epoch 776 | loss: 0.0310918 | val_loss: 0.031199 | Time: 2463.79 ms [2020-12-03 15:42:47 main:574] : INFO : Epoch 777 | loss: 0.0310891 | val_loss: 0.0311882 | Time: 2593.34 ms [2020-12-03 15:42:49 main:574] : INFO : Epoch 778 | loss: 0.0310885 | val_loss: 0.0311854 | Time: 2542.43 ms [2020-12-03 15:42:52 main:574] : INFO : Epoch 779 | loss: 0.031081 | val_loss: 0.0312086 | Time: 2519.59 ms [2020-12-03 15:42:54 main:574] : INFO : Epoch 780 | loss: 0.0310853 | val_loss: 0.0312062 | Time: 2433.87 ms [2020-12-03 15:42:57 main:574] : INFO : Epoch 781 | loss: 0.0310808 | val_loss: 0.0312199 | Time: 2386.31 ms [2020-12-03 15:42:59 main:574] : INFO : Epoch 782 | loss: 0.0310804 | val_loss: 0.0312045 | Time: 2389.94 ms [2020-12-03 15:43:02 main:574] : INFO : Epoch 783 | loss: 0.0310871 | val_loss: 0.031215 | Time: 2412.9 ms [2020-12-03 15:43:04 main:574] : INFO : Epoch 784 | loss: 0.0310857 | val_loss: 0.0312119 | Time: 2437.99 ms [2020-12-03 15:43:07 main:574] : INFO : Epoch 785 | loss: 0.0310839 | val_loss: 0.0312 | Time: 2397.55 ms [2020-12-03 15:43:09 main:574] : INFO : Epoch 786 | loss: 0.0310885 | val_loss: 0.0312066 | Time: 2392.85 ms [2020-12-03 15:43:11 main:574] : INFO : Epoch 787 | loss: 0.0310795 | val_loss: 0.031206 | Time: 2413.19 ms [2020-12-03 15:43:14 main:574] : INFO : Epoch 788 | loss: 0.0310882 | val_loss: 0.0312092 | Time: 2411.06 ms [2020-12-03 15:43:16 main:574] : INFO : Epoch 789 | loss: 0.0310879 | val_loss: 0.0312209 | Time: 2416.62 ms [2020-12-03 15:43:19 main:574] : INFO : Epoch 790 | loss: 0.0310833 | val_loss: 0.0312198 | Time: 2403.23 ms [2020-12-03 15:43:21 main:574] : INFO : Epoch 791 | loss: 0.0311024 | val_loss: 0.0311959 | Time: 2410.62 ms [2020-12-03 15:43:24 main:574] : INFO : Epoch 792 | loss: 0.0311136 | val_loss: 0.0312011 | Time: 2375.5 ms [2020-12-03 15:43:26 main:574] : INFO : Epoch 793 | loss: 0.0310997 | val_loss: 0.0312163 | Time: 2399.61 ms [2020-12-03 15:43:28 main:574] : INFO : Epoch 794 | loss: 0.0310935 | val_loss: 0.0311995 | Time: 2389.21 ms [2020-12-03 15:43:31 main:574] : INFO : Epoch 795 | loss: 0.0310912 | val_loss: 0.0312091 | Time: 2374.11 ms [2020-12-03 15:43:33 main:574] : INFO : Epoch 796 | loss: 0.0310924 | val_loss: 0.0312077 | Time: 2392.87 ms [2020-12-03 15:43:36 main:574] : INFO : Epoch 797 | loss: 0.0310995 | val_loss: 0.0312034 | Time: 2407.93 ms [2020-12-03 15:43:38 main:574] : INFO : Epoch 798 | loss: 0.0310955 | val_loss: 0.0312092 | Time: 2402.33 ms [2020-12-03 15:43:41 main:574] : INFO : Epoch 799 | loss: 0.0310928 | val_loss: 0.031195 | Time: 2420.34 ms [2020-12-03 15:43:43 main:574] : INFO : Epoch 800 | loss: 0.0310956 | val_loss: 0.0312051 | Time: 2402.76 ms [2020-12-03 15:43:45 main:574] : INFO : Epoch 801 | loss: 0.0310894 | val_loss: 0.0311995 | Time: 2385 ms [2020-12-03 15:43:48 main:574] : INFO : Epoch 802 | loss: 0.031084 | val_loss: 0.0312134 | Time: 2442.68 ms [2020-12-03 15:43:50 main:574] : INFO : Epoch 803 | loss: 0.0310807 | val_loss: 0.031201 | Time: 2416.05 ms [2020-12-03 15:43:53 main:574] : INFO : Epoch 804 | loss: 0.0310828 | val_loss: 0.0312127 | Time: 2412.92 ms [2020-12-03 15:43:55 main:574] : INFO : Epoch 805 | loss: 0.031085 | val_loss: 0.0312066 | Time: 2409.83 ms [2020-12-03 15:43:58 main:574] : INFO : Epoch 806 | loss: 0.0310894 | val_loss: 0.0312166 | Time: 2408 ms [2020-12-03 15:44:00 main:574] : INFO : Epoch 807 | loss: 0.0310867 | val_loss: 0.0312173 | Time: 2406.05 ms [2020-12-03 15:44:03 main:574] : INFO : Epoch 808 | loss: 0.0310834 | val_loss: 0.0311969 | Time: 2412.85 ms [2020-12-03 15:44:05 main:574] : INFO : Epoch 809 | loss: 0.0310817 | val_loss: 0.0312198 | Time: 2419.88 ms [2020-12-03 15:44:07 main:574] : INFO : Epoch 810 | loss: 0.0310797 | val_loss: 0.0312154 | Time: 2411.68 ms [2020-12-03 15:44:10 main:574] : INFO : Epoch 811 | loss: 0.0310767 | val_loss: 0.0312201 | Time: 2421.24 ms [2020-12-03 15:44:12 main:574] : INFO : Epoch 812 | loss: 0.0310771 | val_loss: 0.0312024 | Time: 2402.07 ms [2020-12-03 15:44:15 main:574] : INFO : Epoch 813 | loss: 0.0310825 | val_loss: 0.0312218 | Time: 2399.62 ms [2020-12-03 15:44:17 main:574] : INFO : Epoch 814 | loss: 0.0310798 | val_loss: 0.031214 | Time: 2412.75 ms [2020-12-03 15:44:20 main:574] : INFO : Epoch 815 | loss: 0.0310797 | val_loss: 0.0312105 | Time: 2426.34 ms [2020-12-03 15:44:22 main:574] : INFO : Epoch 816 | loss: 0.0310791 | val_loss: 0.0311957 | Time: 2389.13 ms [2020-12-03 15:44:25 main:574] : INFO : Epoch 817 | loss: 0.0310794 | val_loss: 0.0312119 | Time: 2398.79 ms [2020-12-03 15:44:27 main:574] : INFO : Epoch 818 | loss: 0.0310767 | val_loss: 0.0312222 | Time: 2381.73 ms [2020-12-03 15:44:29 main:574] : INFO : Epoch 819 | loss: 0.0310822 | val_loss: 0.0311992 | Time: 2401.24 ms [2020-12-03 15:44:32 main:574] : INFO : Epoch 820 | loss: 0.0310799 | val_loss: 0.0312159 | Time: 2411.3 ms [2020-12-03 15:44:34 main:574] : INFO : Epoch 821 | loss: 0.0310759 | val_loss: 0.0312149 | Time: 2427.07 ms [2020-12-03 15:44:37 main:574] : INFO : Epoch 822 | loss: 0.0310763 | val_loss: 0.0312117 | Time: 2415.56 ms [2020-12-03 15:44:39 main:574] : INFO : Epoch 823 | loss: 0.0310793 | val_loss: 0.0312181 | Time: 2415.58 ms [2020-12-03 15:44:42 main:574] : INFO : Epoch 824 | loss: 0.0310758 | val_loss: 0.0312146 | Time: 2412.56 ms [2020-12-03 15:44:44 main:574] : INFO : Epoch 825 | loss: 0.0310749 | val_loss: 0.03121 | Time: 2400.72 ms [2020-12-03 15:44:47 main:574] : INFO : Epoch 826 | loss: 0.0310787 | val_loss: 0.0312274 | Time: 2402.82 ms [2020-12-03 15:44:49 main:574] : INFO : Epoch 827 | loss: 0.0310822 | val_loss: 0.0312115 | Time: 2404.84 ms [2020-12-03 15:44:51 main:574] : INFO : Epoch 828 | loss: 0.0310834 | val_loss: 0.0312194 | Time: 2391.74 ms [2020-12-03 15:44:54 main:574] : INFO : Epoch 829 | loss: 0.0310831 | val_loss: 0.0312015 | Time: 2397.46 ms [2020-12-03 15:44:56 main:574] : INFO : Epoch 830 | loss: 0.0310803 | val_loss: 0.0312127 | Time: 2413.59 ms [2020-12-03 15:44:59 main:574] : INFO : Epoch 831 | loss: 0.0310766 | val_loss: 0.0312221 | Time: 2400.9 ms [2020-12-03 15:45:01 main:574] : INFO : Epoch 832 | loss: 0.0310789 | val_loss: 0.0312253 | Time: 2380.2 ms [2020-12-03 15:45:04 main:574] : INFO : Epoch 833 | loss: 0.0310814 | val_loss: 0.0312148 | Time: 2389.41 ms [2020-12-03 15:45:06 main:574] : INFO : Epoch 834 | loss: 0.0310827 | val_loss: 0.0312079 | Time: 2394.26 ms [2020-12-03 15:45:08 main:574] : INFO : Epoch 835 | loss: 0.0310806 | val_loss: 0.0312128 | Time: 2398.46 ms [2020-12-03 15:45:11 main:574] : INFO : Epoch 836 | loss: 0.0310784 | val_loss: 0.0312037 | Time: 2400.15 ms [2020-12-03 15:45:13 main:574] : INFO : Epoch 837 | loss: 0.0310805 | val_loss: 0.0312094 | Time: 2426.09 ms [2020-12-03 15:45:16 main:574] : INFO : Epoch 838 | loss: 0.0310793 | val_loss: 0.0312286 | Time: 2392.15 ms [2020-12-03 15:45:18 main:574] : INFO : Epoch 839 | loss: 0.031083 | val_loss: 0.0312375 | Time: 2395.27 ms [2020-12-03 15:45:21 main:574] : INFO : Epoch 840 | loss: 0.0310856 | val_loss: 0.0312052 | Time: 2404.94 ms [2020-12-03 15:45:23 main:574] : INFO : Epoch 841 | loss: 0.0310798 | val_loss: 0.0312188 | Time: 2394.26 ms [2020-12-03 15:45:25 main:574] : INFO : Epoch 842 | loss: 0.0310782 | val_loss: 0.0312117 | Time: 2385.57 ms [2020-12-03 15:45:28 main:574] : INFO : Epoch 843 | loss: 0.0310789 | val_loss: 0.0312252 | Time: 2395.74 ms [2020-12-03 15:45:30 main:574] : INFO : Epoch 844 | loss: 0.0310766 | val_loss: 0.0312184 | Time: 2424.25 ms [2020-12-03 15:45:33 main:574] : INFO : Epoch 845 | loss: 0.0310741 | val_loss: 0.0312076 | Time: 2389.53 ms [2020-12-03 15:45:35 main:574] : INFO : Epoch 846 | loss: 0.0310732 | val_loss: 0.0312205 | Time: 2432.82 ms [2020-12-03 15:45:38 main:574] : INFO : Epoch 847 | loss: 0.0310776 | val_loss: 0.0312107 | Time: 2428.06 ms [2020-12-03 15:45:40 main:574] : INFO : Epoch 848 | loss: 0.0310815 | val_loss: 0.0312135 | Time: 2393.3 ms [2020-12-03 15:45:43 main:574] : INFO : Epoch 849 | loss: 0.0310825 | val_loss: 0.0312025 | Time: 2411.98 ms [2020-12-03 15:45:45 main:574] : INFO : Epoch 850 | loss: 0.0310783 | val_loss: 0.0312163 | Time: 2384.28 ms [2020-12-03 15:45:47 main:574] : INFO : Epoch 851 | loss: 0.0310736 | val_loss: 0.0312102 | Time: 2390.47 ms [2020-12-03 15:45:50 main:574] : INFO : Epoch 852 | loss: 0.0310737 | val_loss: 0.0312122 | Time: 2405.25 ms [2020-12-03 15:45:52 main:574] : INFO : Epoch 853 | loss: 0.0310768 | val_loss: 0.0312111 | Time: 2429.31 ms [2020-12-03 15:45:55 main:574] : INFO : Epoch 854 | loss: 0.0310821 | val_loss: 0.0312102 | Time: 2421.76 ms [2020-12-03 15:45:57 main:574] : INFO : Epoch 855 | loss: 0.0310874 | val_loss: 0.0312061 | Time: 2421.14 ms [2020-12-03 15:46:00 main:574] : INFO : Epoch 856 | loss: 0.0310858 | val_loss: 0.0312067 | Time: 2464.72 ms [2020-12-03 15:46:02 main:574] : INFO : Epoch 857 | loss: 0.0310762 | val_loss: 0.0312286 | Time: 2392.83 ms [2020-12-03 15:46:05 main:574] : INFO : Epoch 858 | loss: 0.031075 | val_loss: 0.0312011 | Time: 2406.02 ms [2020-12-03 15:46:07 main:574] : INFO : Epoch 859 | loss: 0.0310784 | val_loss: 0.0312103 | Time: 2419.12 ms [2020-12-03 15:46:09 main:574] : INFO : Epoch 860 | loss: 0.0310749 | val_loss: 0.0311964 | Time: 2404.52 ms [2020-12-03 15:46:12 main:574] : INFO : Epoch 861 | loss: 0.0310821 | val_loss: 0.0312299 | Time: 2382.09 ms [2020-12-03 15:46:14 main:574] : INFO : Epoch 862 | loss: 0.0310819 | val_loss: 0.0312221 | Time: 2420.59 ms [2020-12-03 15:46:17 main:574] : INFO : Epoch 863 | loss: 0.0310722 | val_loss: 0.0312138 | Time: 2402.13 ms [2020-12-03 15:46:19 main:574] : INFO : Epoch 864 | loss: 0.031069 | val_loss: 0.031211 | Time: 2413.33 ms [2020-12-03 15:46:22 main:574] : INFO : Epoch 865 | loss: 0.0310701 | val_loss: 0.031223 | Time: 2404.93 ms [2020-12-03 15:46:24 main:574] : INFO : Epoch 866 | loss: 0.0310702 | val_loss: 0.0311986 | Time: 2424.82 ms [2020-12-03 15:46:26 main:574] : INFO : Epoch 867 | loss: 0.031077 | val_loss: 0.0312225 | Time: 2389.63 ms [2020-12-03 15:46:29 main:574] : INFO : Epoch 868 | loss: 0.0310776 | val_loss: 0.031223 | Time: 2402.16 ms [2020-12-03 15:46:31 main:574] : INFO : Epoch 869 | loss: 0.0310718 | val_loss: 0.0312152 | Time: 2402.01 ms [2020-12-03 15:46:34 main:574] : INFO : Epoch 870 | loss: 0.0310758 | val_loss: 0.0312194 | Time: 2400.38 ms [2020-12-03 15:46:36 main:574] : INFO : Epoch 871 | loss: 0.0310749 | val_loss: 0.0312183 | Time: 2408.47 ms [2020-12-03 15:46:39 main:574] : INFO : Epoch 872 | loss: 0.031078 | val_loss: 0.0312152 | Time: 2411.61 ms [2020-12-03 15:46:41 main:574] : INFO : Epoch 873 | loss: 0.0310735 | val_loss: 0.0312209 | Time: 2445.77 ms [2020-12-03 15:46:44 main:574] : INFO : Epoch 874 | loss: 0.0310697 | val_loss: 0.031212 | Time: 2398.75 ms [2020-12-03 15:46:46 main:574] : INFO : Epoch 875 | loss: 0.0310765 | val_loss: 0.0312293 | Time: 2383.37 ms [2020-12-03 15:46:48 main:574] : INFO : Epoch 876 | loss: 0.0310821 | val_loss: 0.0312098 | Time: 2382 ms [2020-12-03 15:46:51 main:574] : INFO : Epoch 877 | loss: 0.0310834 | val_loss: 0.0312144 | Time: 2408.05 ms [2020-12-03 15:46:53 main:574] : INFO : Epoch 878 | loss: 0.0310764 | val_loss: 0.031216 | Time: 2399.01 ms [2020-12-03 15:46:56 main:574] : INFO : Epoch 879 | loss: 0.0310765 | val_loss: 0.031227 | Time: 2391.14 ms [2020-12-03 15:46:58 main:574] : INFO : Epoch 880 | loss: 0.0310682 | val_loss: 0.0312358 | Time: 2413.13 ms [2020-12-03 15:47:00 main:574] : INFO : Epoch 881 | loss: 0.0310681 | val_loss: 0.031223 | Time: 2416.8 ms [2020-12-03 15:47:03 main:574] : INFO : Epoch 882 | loss: 0.0310687 | val_loss: 0.0312202 | Time: 2419.11 ms [2020-12-03 15:47:05 main:574] : INFO : Epoch 883 | loss: 0.0310701 | val_loss: 0.0312231 | Time: 2435.69 ms [2020-12-03 15:47:08 main:574] : INFO : Epoch 884 | loss: 0.031066 | val_loss: 0.0312167 | Time: 2436.72 ms [2020-12-03 15:47:10 main:574] : INFO : Epoch 885 | loss: 0.0310691 | val_loss: 0.0312204 | Time: 2414.05 ms [2020-12-03 15:47:13 main:574] : INFO : Epoch 886 | loss: 0.0310799 | val_loss: 0.0312139 | Time: 2394.74 ms [2020-12-03 15:47:15 main:574] : INFO : Epoch 887 | loss: 0.0310727 | val_loss: 0.0312166 | Time: 2421.33 ms [2020-12-03 15:47:18 main:574] : INFO : Epoch 888 | loss: 0.0310682 | val_loss: 0.0312162 | Time: 2418.58 ms [2020-12-03 15:47:20 main:574] : INFO : Epoch 889 | loss: 0.0310765 | val_loss: 0.0312205 | Time: 2405.32 ms [2020-12-03 15:47:22 main:574] : INFO : Epoch 890 | loss: 0.0310744 | val_loss: 0.031222 | Time: 2399.85 ms [2020-12-03 15:47:25 main:574] : INFO : Epoch 891 | loss: 0.0310755 | val_loss: 0.0312231 | Time: 2405.98 ms [2020-12-03 15:47:27 main:574] : INFO : Epoch 892 | loss: 0.031073 | val_loss: 0.0312106 | Time: 2405.95 ms [2020-12-03 15:47:30 main:574] : INFO : Epoch 893 | loss: 0.0310677 | val_loss: 0.0312178 | Time: 2425.55 ms [2020-12-03 15:47:32 main:574] : INFO : Epoch 894 | loss: 0.0310687 | val_loss: 0.0312206 | Time: 2419.9 ms [2020-12-03 15:47:35 main:574] : INFO : Epoch 895 | loss: 0.0310689 | val_loss: 0.0312289 | Time: 2423.34 ms [2020-12-03 15:47:37 main:574] : INFO : Epoch 896 | loss: 0.0310704 | val_loss: 0.0312226 | Time: 2401.67 ms [2020-12-03 15:47:40 main:574] : INFO : Epoch 897 | loss: 0.0310681 | val_loss: 0.0312242 | Time: 2402.81 ms [2020-12-03 15:47:42 main:574] : INFO : Epoch 898 | loss: 0.0310669 | val_loss: 0.0312133 | Time: 2436 ms [2020-12-03 15:47:44 main:574] : INFO : Epoch 899 | loss: 0.031068 | val_loss: 0.0312257 | Time: 2402.86 ms [2020-12-03 15:47:47 main:574] : INFO : Epoch 900 | loss: 0.0310699 | val_loss: 0.031219 | Time: 2374.1 ms [2020-12-03 15:47:49 main:574] : INFO : Epoch 901 | loss: 0.0310928 | val_loss: 0.0311941 | Time: 2426.66 ms [2020-12-03 15:47:52 main:574] : INFO : Epoch 902 | loss: 0.0311224 | val_loss: 0.0311912 | Time: 2404 ms [2020-12-03 15:47:54 main:574] : INFO : Epoch 903 | loss: 0.0311021 | val_loss: 0.0312079 | Time: 2415.89 ms [2020-12-03 15:47:57 main:574] : INFO : Epoch 904 | loss: 0.0310889 | val_loss: 0.0312098 | Time: 2461.31 ms [2020-12-03 15:47:59 main:574] : INFO : Epoch 905 | loss: 0.0310828 | val_loss: 0.0312063 | Time: 2593.01 ms [2020-12-03 15:48:02 main:574] : INFO : Epoch 906 | loss: 0.0310714 | val_loss: 0.0312056 | Time: 2533.99 ms [2020-12-03 15:48:05 main:574] : INFO : Epoch 907 | loss: 0.0310682 | val_loss: 0.0312281 | Time: 2452.67 ms [2020-12-03 15:48:07 main:574] : INFO : Epoch 908 | loss: 0.031073 | val_loss: 0.0312237 | Time: 2402.57 ms [2020-12-03 15:48:09 main:574] : INFO : Epoch 909 | loss: 0.0310728 | val_loss: 0.0312108 | Time: 2383.3 ms [2020-12-03 15:48:12 main:574] : INFO : Epoch 910 | loss: 0.0310814 | val_loss: 0.0312145 | Time: 2411.85 ms [2020-12-03 15:48:14 main:574] : INFO : Epoch 911 | loss: 0.031084 | val_loss: 0.0312018 | Time: 2414.21 ms [2020-12-03 15:48:17 main:574] : INFO : Epoch 912 | loss: 0.0310817 | val_loss: 0.0312194 | Time: 2414.35 ms [2020-12-03 15:48:19 main:574] : INFO : Epoch 913 | loss: 0.031081 | val_loss: 0.0312302 | Time: 2447.57 ms [2020-12-03 15:48:22 main:574] : INFO : Epoch 914 | loss: 0.0310767 | val_loss: 0.0312122 | Time: 2409.53 ms [2020-12-03 15:48:24 main:574] : INFO : Epoch 915 | loss: 0.0310772 | val_loss: 0.0312332 | Time: 2419.24 ms [2020-12-03 15:48:27 main:574] : INFO : Epoch 916 | loss: 0.0310773 | val_loss: 0.0312212 | Time: 2385.33 ms [2020-12-03 15:48:29 main:574] : INFO : Epoch 917 | loss: 0.0310721 | val_loss: 0.0312205 | Time: 2390.89 ms [2020-12-03 15:48:31 main:574] : INFO : Epoch 918 | loss: 0.0310683 | val_loss: 0.0312225 | Time: 2401.53 ms [2020-12-03 15:48:34 main:574] : INFO : Epoch 919 | loss: 0.0310685 | val_loss: 0.0312173 | Time: 2431.02 ms [2020-12-03 15:48:36 main:574] : INFO : Epoch 920 | loss: 0.0310752 | val_loss: 0.0312182 | Time: 2407.48 ms [2020-12-03 15:48:39 main:574] : INFO : Epoch 921 | loss: 0.031071 | val_loss: 0.0312177 | Time: 2389.99 ms [2020-12-03 15:48:41 main:574] : INFO : Epoch 922 | loss: 0.0310712 | val_loss: 0.0312097 | Time: 2403.68 ms [2020-12-03 15:48:44 main:574] : INFO : Epoch 923 | loss: 0.0310709 | val_loss: 0.0312315 | Time: 2388.53 ms [2020-12-03 15:48:46 main:574] : INFO : Epoch 924 | loss: 0.0310666 | val_loss: 0.0312248 | Time: 2407.19 ms [2020-12-03 15:48:48 main:574] : INFO : Epoch 925 | loss: 0.0310667 | val_loss: 0.0312059 | Time: 2403.01 ms [2020-12-03 15:48:51 main:574] : INFO : Epoch 926 | loss: 0.0310673 | val_loss: 0.0312211 | Time: 2426.55 ms [2020-12-03 15:48:53 main:574] : INFO : Epoch 927 | loss: 0.0310697 | val_loss: 0.0312231 | Time: 2384.71 ms [2020-12-03 15:48:56 main:574] : INFO : Epoch 928 | loss: 0.0310735 | val_loss: 0.0312202 | Time: 2410.24 ms [2020-12-03 15:48:58 main:574] : INFO : Epoch 929 | loss: 0.031073 | val_loss: 0.0312213 | Time: 2387.96 ms [2020-12-03 15:49:01 main:574] : INFO : Epoch 930 | loss: 0.0310672 | val_loss: 0.03122 | Time: 2446.44 ms [2020-12-03 15:49:03 main:574] : INFO : Epoch 931 | loss: 0.0310674 | val_loss: 0.0312211 | Time: 2425.08 ms [2020-12-03 15:49:05 main:574] : INFO : Epoch 932 | loss: 0.0310675 | val_loss: 0.0312258 | Time: 2397.58 ms [2020-12-03 15:49:08 main:574] : INFO : Epoch 933 | loss: 0.0310697 | val_loss: 0.0312251 | Time: 2398.42 ms [2020-12-03 15:49:10 main:574] : INFO : Epoch 934 | loss: 0.0311014 | val_loss: 0.0312015 | Time: 2409.63 ms [2020-12-03 15:49:13 main:574] : INFO : Epoch 935 | loss: 0.0311861 | val_loss: 0.031184 | Time: 2415.45 ms [2020-12-03 15:49:15 main:574] : INFO : Epoch 936 | loss: 0.031164 | val_loss: 0.0311742 | Time: 2428.78 ms [2020-12-03 15:49:18 main:574] : INFO : Epoch 937 | loss: 0.0311477 | val_loss: 0.0311663 | Time: 2386 ms [2020-12-03 15:49:20 main:574] : INFO : Epoch 938 | loss: 0.0311397 | val_loss: 0.0311707 | Time: 2410.14 ms [2020-12-03 15:49:23 main:574] : INFO : Epoch 939 | loss: 0.031133 | val_loss: 0.0311695 | Time: 2392.54 ms [2020-12-03 15:49:25 main:574] : INFO : Epoch 940 | loss: 0.0311309 | val_loss: 0.0311736 | Time: 2392 ms [2020-12-03 15:49:27 main:574] : INFO : Epoch 941 | loss: 0.0311262 | val_loss: 0.0311768 | Time: 2412.48 ms [2020-12-03 15:49:30 main:574] : INFO : Epoch 942 | loss: 0.0311231 | val_loss: 0.0311724 | Time: 2390.37 ms [2020-12-03 15:49:32 main:574] : INFO : Epoch 943 | loss: 0.0311207 | val_loss: 0.0311803 | Time: 2408.02 ms [2020-12-03 15:49:35 main:574] : INFO : Epoch 944 | loss: 0.0311163 | val_loss: 0.0311861 | Time: 2389.78 ms [2020-12-03 15:49:37 main:574] : INFO : Epoch 945 | loss: 0.0311225 | val_loss: 0.0312009 | Time: 2400.67 ms [2020-12-03 15:49:40 main:574] : INFO : Epoch 946 | loss: 0.0311125 | val_loss: 0.0311805 | Time: 2408.76 ms [2020-12-03 15:49:42 main:574] : INFO : Epoch 947 | loss: 0.0311071 | val_loss: 0.0311892 | Time: 2406.37 ms [2020-12-03 15:49:44 main:574] : INFO : Epoch 948 | loss: 0.0311053 | val_loss: 0.0311947 | Time: 2405.82 ms [2020-12-03 15:49:47 main:574] : INFO : Epoch 949 | loss: 0.0311044 | val_loss: 0.0311914 | Time: 2422.69 ms [2020-12-03 15:49:49 main:574] : INFO : Epoch 950 | loss: 0.0311012 | val_loss: 0.0311859 | Time: 2418.06 ms [2020-12-03 15:49:52 main:574] : INFO : Epoch 951 | loss: 0.0310995 | val_loss: 0.0311896 | Time: 2402.03 ms [2020-12-03 15:49:54 main:574] : INFO : Epoch 952 | loss: 0.0310992 | val_loss: 0.031196 | Time: 2420.15 ms [2020-12-03 15:49:57 main:574] : INFO : Epoch 953 | loss: 0.0310967 | val_loss: 0.0311956 | Time: 2390.46 ms [2020-12-03 15:49:59 main:574] : INFO : Epoch 954 | loss: 0.031095 | val_loss: 0.031186 | Time: 2411.14 ms [2020-12-03 15:50:01 main:574] : INFO : Epoch 955 | loss: 0.0310928 | val_loss: 0.0311944 | Time: 2411.83 ms [2020-12-03 15:50:04 main:574] : INFO : Epoch 956 | loss: 0.0310922 | val_loss: 0.0311944 | Time: 2420.53 ms [2020-12-03 15:50:06 main:574] : INFO : Epoch 957 | loss: 0.0310905 | val_loss: 0.0311944 | Time: 2400.04 ms [2020-12-03 15:50:09 main:574] : INFO : Epoch 958 | loss: 0.0310904 | val_loss: 0.0312025 | Time: 2370.49 ms [2020-12-03 15:50:11 main:574] : INFO : Epoch 959 | loss: 0.0310907 | val_loss: 0.0312037 | Time: 2402.58 ms [2020-12-03 15:50:14 main:574] : INFO : Epoch 960 | loss: 0.0310879 | val_loss: 0.0311954 | Time: 2437.5 ms [2020-12-03 15:50:16 main:574] : INFO : Epoch 961 | loss: 0.0310868 | val_loss: 0.0312007 | Time: 2430.12 ms [2020-12-03 15:50:19 main:574] : INFO : Epoch 962 | loss: 0.0310878 | val_loss: 0.0311943 | Time: 2415.88 ms [2020-12-03 15:50:21 main:574] : INFO : Epoch 963 | loss: 0.031083 | val_loss: 0.031215 | Time: 2401.62 ms [2020-12-03 15:50:23 main:574] : INFO : Epoch 964 | loss: 0.0310818 | val_loss: 0.0312097 | Time: 2395.98 ms [2020-12-03 15:50:26 main:574] : INFO : Epoch 965 | loss: 0.0310848 | val_loss: 0.0312088 | Time: 2406.64 ms [2020-12-03 15:50:28 main:574] : INFO : Epoch 966 | loss: 0.0310848 | val_loss: 0.0312139 | Time: 2414.89 ms [2020-12-03 15:50:31 main:574] : INFO : Epoch 967 | loss: 0.0310845 | val_loss: 0.0312022 | Time: 2403.41 ms [2020-12-03 15:50:33 main:574] : INFO : Epoch 968 | loss: 0.0310857 | val_loss: 0.0311946 | Time: 2414.95 ms [2020-12-03 15:50:36 main:574] : INFO : Epoch 969 | loss: 0.0310836 | val_loss: 0.0312129 | Time: 2419.21 ms [2020-12-03 15:50:38 main:574] : INFO : Epoch 970 | loss: 0.0310831 | val_loss: 0.0312015 | Time: 2396.97 ms [2020-12-03 15:50:41 main:574] : INFO : Epoch 971 | loss: 0.0310845 | val_loss: 0.0312078 | Time: 2429.35 ms [2020-12-03 15:50:43 main:574] : INFO : Epoch 972 | loss: 0.0310795 | val_loss: 0.0312047 | Time: 2394.75 ms [2020-12-03 15:50:45 main:574] : INFO : Epoch 973 | loss: 0.0310806 | val_loss: 0.0312053 | Time: 2407.37 ms [2020-12-03 15:50:48 main:574] : INFO : Epoch 974 | loss: 0.0310819 | val_loss: 0.0312011 | Time: 2380.74 ms [2020-12-03 15:50:50 main:574] : INFO : Epoch 975 | loss: 0.0310817 | val_loss: 0.0312218 | Time: 2393.67 ms [2020-12-03 15:50:53 main:574] : INFO : Epoch 976 | loss: 0.0310789 | val_loss: 0.0312111 | Time: 2425.49 ms [2020-12-03 15:50:55 main:574] : INFO : Epoch 977 | loss: 0.0310772 | val_loss: 0.0312038 | Time: 2392.99 ms [2020-12-03 15:50:58 main:574] : INFO : Epoch 978 | loss: 0.031077 | val_loss: 0.0312012 | Time: 2407.03 ms [2020-12-03 15:51:00 main:574] : INFO : Epoch 979 | loss: 0.0310783 | val_loss: 0.0311999 | Time: 2439.54 ms [2020-12-03 15:51:02 main:574] : INFO : Epoch 980 | loss: 0.0310753 | val_loss: 0.031216 | Time: 2411.79 ms [2020-12-03 15:51:05 main:574] : INFO : Epoch 981 | loss: 0.0310751 | val_loss: 0.03121 | Time: 2399.59 ms [2020-12-03 15:51:07 main:574] : INFO : Epoch 982 | loss: 0.0310734 | val_loss: 0.0312067 | Time: 2407.23 ms [2020-12-03 15:51:10 main:574] : INFO : Epoch 983 | loss: 0.0310741 | val_loss: 0.0312027 | Time: 2411.16 ms [2020-12-03 15:51:12 main:574] : INFO : Epoch 984 | loss: 0.0310782 | val_loss: 0.0311945 | Time: 2390.78 ms [2020-12-03 15:51:15 main:574] : INFO : Epoch 985 | loss: 0.0310788 | val_loss: 0.0312173 | Time: 2435.78 ms [2020-12-03 15:51:17 main:574] : INFO : Epoch 986 | loss: 0.0310792 | val_loss: 0.0312281 | Time: 2439.81 ms [2020-12-03 15:51:20 main:574] : INFO : Epoch 987 | loss: 0.0310771 | val_loss: 0.0312197 | Time: 2406.66 ms [2020-12-03 15:51:22 main:574] : INFO : Epoch 988 | loss: 0.0310865 | val_loss: 0.0311972 | Time: 2404 ms [2020-12-03 15:51:24 main:574] : INFO : Epoch 989 | loss: 0.0310849 | val_loss: 0.0312124 | Time: 2412.34 ms [2020-12-03 15:51:27 main:574] : INFO : Epoch 990 | loss: 0.031078 | val_loss: 0.031199 | Time: 2405.68 ms [2020-12-03 15:51:29 main:574] : INFO : Epoch 991 | loss: 0.0310773 | val_loss: 0.0312106 | Time: 2442.22 ms [2020-12-03 15:51:32 main:574] : INFO : Epoch 992 | loss: 0.0310789 | val_loss: 0.0311947 | Time: 2403 ms [2020-12-03 15:51:34 main:574] : INFO : Epoch 993 | loss: 0.0310782 | val_loss: 0.0312131 | Time: 2399.68 ms [2020-12-03 15:51:37 main:574] : INFO : Epoch 994 | loss: 0.0310788 | val_loss: 0.0312116 | Time: 2407.69 ms [2020-12-03 15:51:39 main:574] : INFO : Epoch 995 | loss: 0.0310753 | val_loss: 0.031193 | Time: 2399.7 ms [2020-12-03 15:51:42 main:574] : INFO : Epoch 996 | loss: 0.0311004 | val_loss: 0.0311966 | Time: 2412.85 ms [2020-12-03 15:51:44 main:574] : INFO : Epoch 997 | loss: 0.0310943 | val_loss: 0.0311936 | Time: 2425.06 ms [2020-12-03 15:51:46 main:574] : INFO : Epoch 998 | loss: 0.0310841 | val_loss: 0.0312134 | Time: 2404.52 ms [2020-12-03 15:51:49 main:574] : INFO : Epoch 999 | loss: 0.0310782 | val_loss: 0.031204 | Time: 2412.62 ms [2020-12-03 15:51:51 main:574] : INFO : Epoch 1000 | loss: 0.0310766 | val_loss: 0.0311991 | Time: 2425.42 ms [2020-12-03 15:51:54 main:574] : INFO : Epoch 1001 | loss: 0.0310751 | val_loss: 0.0312052 | Time: 2397.37 ms [2020-12-03 15:51:56 main:574] : INFO : Epoch 1002 | loss: 0.0310702 | val_loss: 0.0312016 | Time: 2417.44 ms [2020-12-03 15:51:59 main:574] : INFO : Epoch 1003 | loss: 0.0310745 | val_loss: 0.0312256 | Time: 2421.15 ms [2020-12-03 15:52:01 main:574] : INFO : Epoch 1004 | loss: 0.0310739 | val_loss: 0.0312131 | Time: 2436.42 ms [2020-12-03 15:52:04 main:574] : INFO : Epoch 1005 | loss: 0.0310724 | val_loss: 0.0312021 | Time: 2416.99 ms [2020-12-03 15:52:06 main:574] : INFO : Epoch 1006 | loss: 0.0310756 | val_loss: 0.0312075 | Time: 2414.87 ms [2020-12-03 15:52:08 main:574] : INFO : Epoch 1007 | loss: 0.0310729 | val_loss: 0.0312243 | Time: 2384.07 ms [2020-12-03 15:52:11 main:574] : INFO : Epoch 1008 | loss: 0.0310715 | val_loss: 0.0312072 | Time: 2410.93 ms [2020-12-03 15:52:13 main:574] : INFO : Epoch 1009 | loss: 0.0310696 | val_loss: 0.031219 | Time: 2393.07 ms [2020-12-03 15:52:16 main:574] : INFO : Epoch 1010 | loss: 0.0310691 | val_loss: 0.031208 | Time: 2416.33 ms [2020-12-03 15:52:18 main:574] : INFO : Epoch 1011 | loss: 0.0310664 | val_loss: 0.0312145 | Time: 2395.28 ms [2020-12-03 15:52:21 main:574] : INFO : Epoch 1012 | loss: 0.0310702 | val_loss: 0.0312066 | Time: 2401.48 ms [2020-12-03 15:52:23 main:574] : INFO : Epoch 1013 | loss: 0.0310788 | val_loss: 0.0312037 | Time: 2407.45 ms [2020-12-03 15:52:26 main:574] : INFO : Epoch 1014 | loss: 0.0310775 | val_loss: 0.0311936 | Time: 2404.36 ms [2020-12-03 15:52:28 main:574] : INFO : Epoch 1015 | loss: 0.0310753 | val_loss: 0.0312004 | Time: 2418.32 ms [2020-12-03 15:52:30 main:574] : INFO : Epoch 1016 | loss: 0.0310714 | val_loss: 0.031201 | Time: 2409.77 ms [2020-12-03 15:52:33 main:574] : INFO : Epoch 1017 | loss: 0.0310841 | val_loss: 0.0312206 | Time: 2397.08 ms [2020-12-03 15:52:35 main:574] : INFO : Epoch 1018 | loss: 0.0310856 | val_loss: 0.0312061 | Time: 2393.35 ms [2020-12-03 15:52:38 main:574] : INFO : Epoch 1019 | loss: 0.0310812 | val_loss: 0.0312104 | Time: 2406.51 ms [2020-12-03 15:52:40 main:574] : INFO : Epoch 1020 | loss: 0.0310755 | val_loss: 0.0312098 | Time: 2435.25 ms [2020-12-03 15:52:43 main:574] : INFO : Epoch 1021 | loss: 0.0310745 | val_loss: 0.0311991 | Time: 2427.26 ms [2020-12-03 15:52:45 main:574] : INFO : Epoch 1022 | loss: 0.0310744 | val_loss: 0.0311982 | Time: 2401.71 ms [2020-12-03 15:52:48 main:574] : INFO : Epoch 1023 | loss: 0.0310772 | val_loss: 0.0312291 | Time: 2417.3 ms [2020-12-03 15:52:50 main:574] : INFO : Epoch 1024 | loss: 0.0310721 | val_loss: 0.0311938 | Time: 2391.75 ms [2020-12-03 15:52:50 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311938 [2020-12-03 15:52:50 main:603] : INFO : Saving end state to config to file [2020-12-03 15:52:50 main:608] : INFO : Success, exiting.. 15:52:50 (2788): 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)