Task 2958313
| Name | ParityModified-1605453358-11374-0_0 |
| Workunit | 1334943 |
| Created | 15 Nov 2020, 15:16:02 UTC |
| Sent | 20 Nov 2020, 13:43:33 UTC |
| Report deadline | 28 Nov 2020, 13:43:33 UTC |
| Received | 20 Nov 2020, 15:17:17 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 3097 |
| Run time | 45 min 2 sec |
| CPU time | 43 min 37 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 1,641.98 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>7.14.2</core_client_version> <![CDATA[ <stderr_txt> 74] : INFO : Epoch 514 | loss: 0.031021 | val_loss: 0.0312311 | Time: 2560.56 ms [2020-11-20 09:54:29 main:574] : INFO : Epoch 515 | loss: 0.0310433 | val_loss: 0.0312546 | Time: 2564.87 ms [2020-11-20 09:54:32 main:574] : INFO : Epoch 516 | loss: 0.0310255 | val_loss: 0.0312621 | Time: 2601.3 ms [2020-11-20 09:54:34 main:574] : INFO : Epoch 517 | loss: 0.0310208 | val_loss: 0.0312851 | Time: 2556.25 ms [2020-11-20 09:54:37 main:574] : INFO : Epoch 518 | loss: 0.0310217 | val_loss: 0.0312662 | Time: 2637.86 ms [2020-11-20 09:54:39 main:574] : INFO : Epoch 519 | loss: 0.031027 | val_loss: 0.0312617 | Time: 2579.82 ms [2020-11-20 09:54:42 main:574] : INFO : Epoch 520 | loss: 0.031024 | val_loss: 0.0312688 | Time: 2639.51 ms [2020-11-20 09:54:45 main:574] : INFO : Epoch 521 | loss: 0.031029 | val_loss: 0.0312455 | Time: 2606.6 ms [2020-11-20 09:54:47 main:574] : INFO : Epoch 522 | loss: 0.0310244 | val_loss: 0.0312486 | Time: 2582.68 ms [2020-11-20 09:54:50 main:574] : INFO : Epoch 523 | loss: 0.0310169 | val_loss: 0.0312573 | Time: 2567.87 ms [2020-11-20 09:54:53 main:574] : INFO : Epoch 524 | loss: 0.0310194 | val_loss: 0.0312465 | Time: 2568.42 ms [2020-11-20 09:54:55 main:574] : INFO : Epoch 525 | loss: 0.0310324 | val_loss: 0.0312461 | Time: 2538.32 ms [2020-11-20 09:54:58 main:574] : INFO : Epoch 526 | loss: 0.0310249 | val_loss: 0.031253 | Time: 2531.85 ms [2020-11-20 09:55:00 main:574] : INFO : Epoch 527 | loss: 0.0310161 | val_loss: 0.0312882 | Time: 2528.72 ms [2020-11-20 09:55:03 main:574] : INFO : Epoch 528 | loss: 0.0310261 | val_loss: 0.0312557 | Time: 2604.48 ms [2020-11-20 09:55:06 main:574] : INFO : Epoch 529 | loss: 0.0310251 | val_loss: 0.0312711 | Time: 2634.79 ms [2020-11-20 09:55:09 main:574] : INFO : Epoch 530 | loss: 0.0310195 | val_loss: 0.0312748 | Time: 2789.99 ms [2020-11-20 09:55:11 main:574] : INFO : Epoch 531 | loss: 0.0310205 | val_loss: 0.0312689 | Time: 2689.05 ms [2020-11-20 09:55:14 main:574] : INFO : Epoch 532 | loss: 0.0310153 | val_loss: 0.0312727 | Time: 2634.12 ms [2020-11-20 09:55:17 main:574] : INFO : Epoch 533 | loss: 0.0310163 | val_loss: 0.0312689 | Time: 2533.55 ms [2020-11-20 09:55:19 main:574] : INFO : Epoch 534 | loss: 0.0310293 | val_loss: 0.0312661 | Time: 2733.14 ms [2020-11-20 09:55:22 main:574] : INFO : Epoch 535 | loss: 0.0310339 | val_loss: 0.0312746 | Time: 2619.63 ms [2020-11-20 09:55:25 main:574] : INFO : Epoch 536 | loss: 0.0310235 | val_loss: 0.0312936 | Time: 2516.04 ms [2020-11-20 09:55:27 main:574] : INFO : Epoch 537 | loss: 0.0310251 | val_loss: 0.0312546 | Time: 2523.54 ms [2020-11-20 09:55:30 main:574] : INFO : Epoch 538 | loss: 0.0310423 | val_loss: 0.0312668 | Time: 2527.33 ms [2020-11-20 09:55:32 main:574] : INFO : Epoch 539 | loss: 0.0310321 | val_loss: 0.0312504 | Time: 2510.95 ms [2020-11-20 09:55:35 main:574] : INFO : Epoch 540 | loss: 0.0310306 | val_loss: 0.0312382 | Time: 2625.34 ms [2020-11-20 09:55:38 main:574] : INFO : Epoch 541 | loss: 0.0310268 | val_loss: 0.0312569 | Time: 2649.27 ms [2020-11-20 09:55:40 main:574] : INFO : Epoch 542 | loss: 0.0310154 | val_loss: 0.0312666 | Time: 2702.45 ms [2020-11-20 09:55:43 main:574] : INFO : Epoch 543 | loss: 0.0310143 | val_loss: 0.0312699 | Time: 2594.39 ms [2020-11-20 09:55:46 main:574] : INFO : Epoch 544 | loss: 0.0310154 | val_loss: 0.0312691 | Time: 2639.17 ms [2020-11-20 09:55:59 main:574] : INFO : Epoch 545 | loss: 0.0310256 | val_loss: 0.0312573 | Time: 12815.8 ms [2020-11-20 09:56:01 main:574] : INFO : Epoch 546 | loss: 0.0310279 | val_loss: 0.0312466 | Time: 2545.77 ms [2020-11-20 09:56:04 main:574] : INFO : Epoch 547 | loss: 0.0310216 | val_loss: 0.0312413 | Time: 2542.46 ms [2020-11-20 09:56:06 main:574] : INFO : Epoch 548 | loss: 0.0310161 | val_loss: 0.0312648 | Time: 2569.63 ms [2020-11-20 09:56:09 main:574] : INFO : Epoch 549 | loss: 0.0310178 | val_loss: 0.0312666 | Time: 2526.64 ms [2020-11-20 09:56:12 main:574] : INFO : Epoch 550 | loss: 0.0310117 | val_loss: 0.0312703 | Time: 2520.55 ms [2020-11-20 09:56:14 main:574] : INFO : Epoch 551 | loss: 0.0310195 | val_loss: 0.0312669 | Time: 2521.7 ms [2020-11-20 09:56:17 main:574] : INFO : Epoch 552 | loss: 0.0310171 | val_loss: 0.0312716 | Time: 2528.93 ms [2020-11-20 09:56:19 main:574] : INFO : Epoch 553 | loss: 0.0310128 | val_loss: 0.0312672 | Time: 2616.72 ms [2020-11-20 09:56:22 main:574] : INFO : Epoch 554 | loss: 0.031017 | val_loss: 0.0312787 | Time: 2819.56 ms [2020-11-20 09:56:25 main:574] : INFO : Epoch 555 | loss: 0.0310217 | val_loss: 0.0312584 | Time: 2602.64 ms [2020-11-20 09:56:28 main:574] : INFO : Epoch 556 | loss: 0.0310251 | val_loss: 0.0312783 | Time: 2728.51 ms [2020-11-20 09:56:30 main:574] : INFO : Epoch 557 | loss: 0.0310212 | val_loss: 0.0312764 | Time: 2553.22 ms [2020-11-20 09:56:33 main:574] : INFO : Epoch 558 | loss: 0.031018 | val_loss: 0.0312641 | Time: 2631.74 ms [2020-11-20 09:56:36 main:574] : INFO : Epoch 559 | loss: 0.0310138 | val_loss: 0.0312805 | Time: 2648.08 ms [2020-11-20 09:56:38 main:574] : INFO : Epoch 560 | loss: 0.0310202 | val_loss: 0.0312649 | Time: 2628.22 ms [2020-11-20 09:56:41 main:574] : INFO : Epoch 561 | loss: 0.0310234 | val_loss: 0.0312696 | Time: 2750.7 ms [2020-11-20 09:56:44 main:574] : INFO : Epoch 562 | loss: 0.0310269 | val_loss: 0.0312611 | Time: 2774.51 ms [2020-11-20 09:56:47 main:574] : INFO : Epoch 563 | loss: 0.0310255 | val_loss: 0.0312667 | Time: 2587.94 ms [2020-11-20 09:56:49 main:574] : INFO : Epoch 564 | loss: 0.0310172 | val_loss: 0.0312641 | Time: 2543.18 ms [2020-11-20 09:56:52 main:574] : INFO : Epoch 565 | loss: 0.0310152 | val_loss: 0.0312672 | Time: 2589.28 ms [2020-11-20 09:56:55 main:574] : INFO : Epoch 566 | loss: 0.0310211 | val_loss: 0.0312618 | Time: 2546.31 ms [2020-11-20 09:56:57 main:574] : INFO : Epoch 567 | loss: 0.0310299 | val_loss: 0.0312518 | Time: 2511.4 ms [2020-11-20 09:57:00 main:574] : INFO : Epoch 568 | loss: 0.0310213 | val_loss: 0.0312746 | Time: 2522.59 ms [2020-11-20 09:57:02 main:574] : INFO : Epoch 569 | loss: 0.0310199 | val_loss: 0.0312533 | Time: 2571.81 ms [2020-11-20 09:57:05 main:574] : INFO : Epoch 570 | loss: 0.031024 | val_loss: 0.0312558 | Time: 2525 ms [2020-11-20 09:57:08 main:574] : INFO : Epoch 571 | loss: 0.0310229 | val_loss: 0.031268 | Time: 2511.45 ms [2020-11-20 09:57:10 main:574] : INFO : Epoch 572 | loss: 0.0310298 | val_loss: 0.0312529 | Time: 2534.14 ms [2020-11-20 09:57:13 main:574] : INFO : Epoch 573 | loss: 0.0310317 | val_loss: 0.0312584 | Time: 2545.32 ms [2020-11-20 09:57:15 main:574] : INFO : Epoch 574 | loss: 0.0310216 | val_loss: 0.0312539 | Time: 2534.5 ms [2020-11-20 09:57:18 main:574] : INFO : Epoch 575 | loss: 0.0310135 | val_loss: 0.0312778 | Time: 2568.12 ms [2020-11-20 09:57:20 main:574] : INFO : Epoch 576 | loss: 0.0310141 | val_loss: 0.0312847 | Time: 2533.89 ms [2020-11-20 09:57:23 main:574] : INFO : Epoch 577 | loss: 0.0310108 | val_loss: 0.0312728 | Time: 2554.06 ms [2020-11-20 09:57:26 main:574] : INFO : Epoch 578 | loss: 0.0310199 | val_loss: 0.031243 | Time: 2536.8 ms [2020-11-20 09:57:28 main:574] : INFO : Epoch 579 | loss: 0.0310226 | val_loss: 0.0312561 | Time: 2506.49 ms [2020-11-20 09:57:31 main:574] : INFO : Epoch 580 | loss: 0.0310304 | val_loss: 0.0312344 | Time: 2519.99 ms [2020-11-20 09:57:33 main:574] : INFO : Epoch 581 | loss: 0.0310314 | val_loss: 0.0312503 | Time: 2516.42 ms [2020-11-20 09:57:36 main:574] : INFO : Epoch 582 | loss: 0.0310197 | val_loss: 0.0312734 | Time: 2516.01 ms [2020-11-20 09:57:38 main:574] : INFO : Epoch 583 | loss: 0.0310192 | val_loss: 0.031282 | Time: 2515.91 ms [2020-11-20 09:57:41 main:574] : INFO : Epoch 584 | loss: 0.0310183 | val_loss: 0.0312786 | Time: 2517.45 ms [2020-11-20 09:57:44 main:574] : INFO : Epoch 585 | loss: 0.0310176 | val_loss: 0.0312584 | Time: 2524.36 ms [2020-11-20 09:57:46 main:574] : INFO : Epoch 586 | loss: 0.0310219 | val_loss: 0.0312336 | Time: 2526.82 ms [2020-11-20 09:57:49 main:574] : INFO : Epoch 587 | loss: 0.0310202 | val_loss: 0.0312509 | Time: 2525.66 ms [2020-11-20 09:57:51 main:574] : INFO : Epoch 588 | loss: 0.031021 | val_loss: 0.0312488 | Time: 2532.28 ms [2020-11-20 09:57:54 main:574] : INFO : Epoch 589 | loss: 0.0310205 | val_loss: 0.0312549 | Time: 2534.4 ms [2020-11-20 09:57:56 main:574] : INFO : Epoch 590 | loss: 0.0310107 | val_loss: 0.0312601 | Time: 2508.73 ms [2020-11-20 09:57:59 main:574] : INFO : Epoch 591 | loss: 0.0310097 | val_loss: 0.0312722 | Time: 2529.05 ms [2020-11-20 09:58:02 main:574] : INFO : Epoch 592 | loss: 0.0310158 | val_loss: 0.0312497 | Time: 2518.59 ms [2020-11-20 09:58:04 main:574] : INFO : Epoch 593 | loss: 0.031023 | val_loss: 0.0312451 | Time: 2530.65 ms [2020-11-20 09:58:07 main:574] : INFO : Epoch 594 | loss: 0.031019 | val_loss: 0.0312709 | Time: 2529.54 ms [2020-11-20 09:58:09 main:574] : INFO : Epoch 595 | loss: 0.0310189 | val_loss: 0.0312808 | Time: 2524.58 ms [2020-11-20 09:58:12 main:574] : INFO : Epoch 596 | loss: 0.0310228 | val_loss: 0.0312609 | Time: 2518.41 ms [2020-11-20 09:58:15 main:574] : INFO : Epoch 597 | loss: 0.03102 | val_loss: 0.0312808 | Time: 2525.27 ms [2020-11-20 09:58:17 main:574] : INFO : Epoch 598 | loss: 0.0310247 | val_loss: 0.0312608 | Time: 2519.19 ms [2020-11-20 09:58:20 main:574] : INFO : Epoch 599 | loss: 0.0310265 | val_loss: 0.0312662 | Time: 2520.4 ms [2020-11-20 09:58:22 main:574] : INFO : Epoch 600 | loss: 0.0310179 | val_loss: 0.0312838 | Time: 2543.22 ms [2020-11-20 09:58:25 main:574] : INFO : Epoch 601 | loss: 0.0310243 | val_loss: 0.0312645 | Time: 2521.77 ms [2020-11-20 09:58:27 main:574] : INFO : Epoch 602 | loss: 0.031026 | val_loss: 0.0312588 | Time: 2528.47 ms [2020-11-20 09:58:30 main:574] : INFO : Epoch 603 | loss: 0.0310223 | val_loss: 0.0312585 | Time: 2597.31 ms [2020-11-20 09:58:33 main:574] : INFO : Epoch 604 | loss: 0.0310276 | val_loss: 0.0312515 | Time: 2534.19 ms [2020-11-20 09:58:35 main:574] : INFO : Epoch 605 | loss: 0.03102 | val_loss: 0.0312539 | Time: 2529.65 ms [2020-11-20 09:58:38 main:574] : INFO : Epoch 606 | loss: 0.0310161 | val_loss: 0.0312545 | Time: 2525.37 ms [2020-11-20 09:58:40 main:574] : INFO : Epoch 607 | loss: 0.031015 | val_loss: 0.0312559 | Time: 2519.85 ms [2020-11-20 09:58:43 main:574] : INFO : Epoch 608 | loss: 0.0310275 | val_loss: 0.0312629 | Time: 2529.67 ms [2020-11-20 09:58:46 main:574] : INFO : Epoch 609 | loss: 0.0310231 | val_loss: 0.0312614 | Time: 2517.82 ms [2020-11-20 09:58:48 main:574] : INFO : Epoch 610 | loss: 0.0310157 | val_loss: 0.0312753 | Time: 2518.02 ms [2020-11-20 09:58:51 main:574] : INFO : Epoch 611 | loss: 0.0310149 | val_loss: 0.0312528 | Time: 2524.96 ms [2020-11-20 09:58:53 main:574] : INFO : Epoch 612 | loss: 0.0310132 | val_loss: 0.031261 | Time: 2531.55 ms [2020-11-20 09:58:56 main:574] : INFO : Epoch 613 | loss: 0.0310104 | val_loss: 0.0312636 | Time: 2527.72 ms [2020-11-20 09:58:58 main:574] : INFO : Epoch 614 | loss: 0.0310105 | val_loss: 0.031263 | Time: 2526.77 ms [2020-11-20 09:59:01 main:574] : INFO : Epoch 615 | loss: 0.0310198 | val_loss: 0.0312626 | Time: 2523.3 ms [2020-11-20 09:59:04 main:574] : INFO : Epoch 616 | loss: 0.0310218 | val_loss: 0.0312426 | Time: 2521.34 ms [2020-11-20 09:59:06 main:574] : INFO : Epoch 617 | loss: 0.0310221 | val_loss: 0.0312496 | Time: 2521.45 ms [2020-11-20 09:59:09 main:574] : INFO : Epoch 618 | loss: 0.031014 | val_loss: 0.031257 | Time: 2533.2 ms [2020-11-20 09:59:11 main:574] : INFO : Epoch 619 | loss: 0.0310126 | val_loss: 0.0312668 | Time: 2523.62 ms [2020-11-20 09:59:14 main:574] : INFO : Epoch 620 | loss: 0.031018 | val_loss: 0.0312391 | Time: 2533.06 ms [2020-11-20 09:59:16 main:574] : INFO : Epoch 621 | loss: 0.0310179 | val_loss: 0.0312705 | Time: 2522.86 ms [2020-11-20 09:59:19 main:574] : INFO : Epoch 622 | loss: 0.0310124 | val_loss: 0.0312603 | Time: 2523.19 ms [2020-11-20 09:59:22 main:574] : INFO : Epoch 623 | loss: 0.0310138 | val_loss: 0.0312673 | Time: 2518.96 ms [2020-11-20 09:59:24 main:574] : INFO : Epoch 624 | loss: 0.0310173 | val_loss: 0.031272 | Time: 2516.76 ms [2020-11-20 09:59:27 main:574] : INFO : Epoch 625 | loss: 0.031021 | val_loss: 0.0312824 | Time: 2516.53 ms [2020-11-20 09:59:29 main:574] : INFO : Epoch 626 | loss: 0.0310126 | val_loss: 0.0312758 | Time: 2527.59 ms [2020-11-20 09:59:32 main:574] : INFO : Epoch 627 | loss: 0.0310148 | val_loss: 0.0312742 | Time: 2527.46 ms [2020-11-20 09:59:34 main:574] : INFO : Epoch 628 | loss: 0.0310152 | val_loss: 0.0312828 | Time: 2514.49 ms [2020-11-20 09:59:37 main:574] : INFO : Epoch 629 | loss: 0.0310189 | val_loss: 0.0312538 | Time: 2513.98 ms [2020-11-20 09:59:40 main:574] : INFO : Epoch 630 | loss: 0.0310225 | val_loss: 0.0312336 | Time: 2562.69 ms [2020-11-20 09:59:42 main:574] : INFO : Epoch 631 | loss: 0.0310146 | val_loss: 0.0312661 | Time: 2514.07 ms [2020-11-20 09:59:45 main:574] : INFO : Epoch 632 | loss: 0.0310156 | val_loss: 0.0312726 | Time: 2513.66 ms [2020-11-20 09:59:47 main:574] : INFO : Epoch 633 | loss: 0.0310203 | val_loss: 0.0312612 | Time: 2523.81 ms [2020-11-20 09:59:50 main:574] : INFO : Epoch 634 | loss: 0.0310226 | val_loss: 0.031259 | Time: 2531.33 ms [2020-11-20 09:59:53 main:574] : INFO : Epoch 635 | loss: 0.0310212 | val_loss: 0.0312663 | Time: 2526.73 ms [2020-11-20 09:59:55 main:574] : INFO : Epoch 636 | loss: 0.0310165 | val_loss: 0.0312829 | Time: 2534.24 ms [2020-11-20 09:59:58 main:574] : INFO : Epoch 637 | loss: 0.0310117 | val_loss: 0.0312723 | Time: 2540.63 ms [2020-11-20 10:00:00 main:574] : INFO : Epoch 638 | loss: 0.0310196 | val_loss: 0.0312674 | Time: 2562.13 ms [2020-11-20 10:00:03 main:574] : INFO : Epoch 639 | loss: 0.031015 | val_loss: 0.0312767 | Time: 2721.92 ms [2020-11-20 10:00:06 main:574] : INFO : Epoch 640 | loss: 0.0310129 | val_loss: 0.0312697 | Time: 2509.16 ms [2020-11-20 10:00:08 main:574] : INFO : Epoch 641 | loss: 0.0310125 | val_loss: 0.0312655 | Time: 2502.58 ms [2020-11-20 10:00:11 main:574] : INFO : Epoch 642 | loss: 0.0310135 | val_loss: 0.031264 | Time: 2523.04 ms [2020-11-20 10:00:13 main:574] : INFO : Epoch 643 | loss: 0.0310312 | val_loss: 0.0312836 | Time: 2521.75 ms [2020-11-20 10:00:16 main:574] : INFO : Epoch 644 | loss: 0.0310241 | val_loss: 0.0312455 | Time: 2537.03 ms [2020-11-20 10:00:19 main:574] : INFO : Epoch 645 | loss: 0.0310213 | val_loss: 0.0312462 | Time: 2519.76 ms [2020-11-20 10:00:21 main:574] : INFO : Epoch 646 | loss: 0.0310193 | val_loss: 0.0312662 | Time: 2560.1 ms [2020-11-20 10:00:24 main:574] : INFO : Epoch 647 | loss: 0.0310287 | val_loss: 0.0312502 | Time: 2550.97 ms [2020-11-20 10:00:26 main:574] : INFO : Epoch 648 | loss: 0.0310216 | val_loss: 0.0312558 | Time: 2515.31 ms [2020-11-20 10:00:29 main:574] : INFO : Epoch 649 | loss: 0.0310167 | val_loss: 0.0312594 | Time: 2529.89 ms [2020-11-20 10:00:31 main:574] : INFO : Epoch 650 | loss: 0.0310275 | val_loss: 0.0312438 | Time: 2520.54 ms [2020-11-20 10:00:34 main:574] : INFO : Epoch 651 | loss: 0.0310212 | val_loss: 0.0312374 | Time: 2522.35 ms [2020-11-20 10:00:37 main:574] : INFO : Epoch 652 | loss: 0.0310191 | val_loss: 0.0312358 | Time: 2540.56 ms [2020-11-20 10:00:39 main:574] : INFO : Epoch 653 | loss: 0.0310278 | val_loss: 0.031235 | Time: 2523.74 ms [2020-11-20 10:00:42 main:574] : INFO : Epoch 654 | loss: 0.0310252 | val_loss: 0.0312616 | Time: 2526.09 ms [2020-11-20 10:00:44 main:574] : INFO : Epoch 655 | loss: 0.0310224 | val_loss: 0.0312779 | Time: 2524.49 ms [2020-11-20 10:00:47 main:574] : INFO : Epoch 656 | loss: 0.0310143 | val_loss: 0.0312611 | Time: 2515.02 ms [2020-11-20 10:00:49 main:574] : INFO : Epoch 657 | loss: 0.0310169 | val_loss: 0.031266 | Time: 2512.89 ms [2020-11-20 10:00:52 main:574] : INFO : Epoch 658 | loss: 0.0310193 | val_loss: 0.0312565 | Time: 2517.26 ms [2020-11-20 10:00:55 main:574] : INFO : Epoch 659 | loss: 0.0310232 | val_loss: 0.0312477 | Time: 2527.46 ms [2020-11-20 10:00:57 main:574] : INFO : Epoch 660 | loss: 0.031021 | val_loss: 0.0312614 | Time: 2550.66 ms [2020-11-20 10:01:00 main:574] : INFO : Epoch 661 | loss: 0.0310192 | val_loss: 0.0312608 | Time: 2545.14 ms [2020-11-20 10:01:02 main:574] : INFO : Epoch 662 | loss: 0.0310111 | val_loss: 0.0312722 | Time: 2522.89 ms [2020-11-20 10:01:05 main:574] : INFO : Epoch 663 | loss: 0.0310127 | val_loss: 0.0312688 | Time: 2521.17 ms [2020-11-20 10:01:08 main:574] : INFO : Epoch 664 | loss: 0.031017 | val_loss: 0.0312586 | Time: 2546.34 ms [2020-11-20 10:01:10 main:574] : INFO : Epoch 665 | loss: 0.0310204 | val_loss: 0.0312623 | Time: 2520.99 ms [2020-11-20 10:01:13 main:574] : INFO : Epoch 666 | loss: 0.0310274 | val_loss: 0.0312575 | Time: 2525.26 ms [2020-11-20 10:01:15 main:574] : INFO : Epoch 667 | loss: 0.03102 | val_loss: 0.0312734 | Time: 2531.22 ms [2020-11-20 10:01:18 main:574] : INFO : Epoch 668 | loss: 0.0310195 | val_loss: 0.0312865 | Time: 2522.79 ms [2020-11-20 10:01:20 main:574] : INFO : Epoch 669 | loss: 0.0310137 | val_loss: 0.0312538 | Time: 2510.04 ms [2020-11-20 10:01:23 main:574] : INFO : Epoch 670 | loss: 0.03102 | val_loss: 0.0312744 | Time: 2540.38 ms [2020-11-20 10:01:26 main:574] : INFO : Epoch 671 | loss: 0.0310217 | val_loss: 0.0312742 | Time: 2521.8 ms [2020-11-20 10:01:28 main:574] : INFO : Epoch 672 | loss: 0.031022 | val_loss: 0.031266 | Time: 2546.57 ms [2020-11-20 10:01:31 main:574] : INFO : Epoch 673 | loss: 0.0310207 | val_loss: 0.0312596 | Time: 2569.86 ms [2020-11-20 10:01:33 main:574] : INFO : Epoch 674 | loss: 0.0310215 | val_loss: 0.031252 | Time: 2536.26 ms [2020-11-20 10:01:36 main:574] : INFO : Epoch 675 | loss: 0.0310269 | val_loss: 0.0312941 | Time: 2512.53 ms [2020-11-20 10:01:39 main:574] : INFO : Epoch 676 | loss: 0.0310125 | val_loss: 0.0312668 | Time: 2520.71 ms [2020-11-20 10:01:41 main:574] : INFO : Epoch 677 | loss: 0.0310164 | val_loss: 0.0312843 | Time: 2515.98 ms [2020-11-20 10:01:44 main:574] : INFO : Epoch 678 | loss: 0.031013 | val_loss: 0.0312681 | Time: 2514.94 ms [2020-11-20 10:01:46 main:574] : INFO : Epoch 679 | loss: 0.0310235 | val_loss: 0.0312523 | Time: 2521.51 ms [2020-11-20 10:01:49 main:574] : INFO : Epoch 680 | loss: 0.0310312 | val_loss: 0.0312562 | Time: 2512.39 ms [2020-11-20 10:01:51 main:574] : INFO : Epoch 681 | loss: 0.0310247 | val_loss: 0.0312437 | Time: 2505.86 ms [2020-11-20 10:01:54 main:574] : INFO : Epoch 682 | loss: 0.0310194 | val_loss: 0.0312543 | Time: 2515.08 ms [2020-11-20 10:01:57 main:574] : INFO : Epoch 683 | loss: 0.0310105 | val_loss: 0.0312587 | Time: 2521.53 ms [2020-11-20 10:01:59 main:574] : INFO : Epoch 684 | loss: 0.031025 | val_loss: 0.0312501 | Time: 2516.36 ms [2020-11-20 10:02:02 main:574] : INFO : Epoch 685 | loss: 0.0310238 | val_loss: 0.0312639 | Time: 2517.64 ms [2020-11-20 10:02:04 main:574] : INFO : Epoch 686 | loss: 0.0310206 | val_loss: 0.0312638 | Time: 2541.59 ms [2020-11-20 10:02:07 main:574] : INFO : Epoch 687 | loss: 0.0310246 | val_loss: 0.0312554 | Time: 2513.37 ms [2020-11-20 10:02:09 main:574] : INFO : Epoch 688 | loss: 0.0310216 | val_loss: 0.031268 | Time: 2514.58 ms [2020-11-20 10:02:12 main:574] : INFO : Epoch 689 | loss: 0.0310158 | val_loss: 0.0312606 | Time: 2517.46 ms [2020-11-20 10:02:15 main:574] : INFO : Epoch 690 | loss: 0.0310196 | val_loss: 0.0312352 | Time: 2520.31 ms [2020-11-20 10:02:17 main:574] : INFO : Epoch 691 | loss: 0.0310215 | val_loss: 0.0312562 | Time: 2538.71 ms [2020-11-20 10:02:20 main:574] : INFO : Epoch 692 | loss: 0.0310158 | val_loss: 0.0312525 | Time: 2517.09 ms [2020-11-20 10:02:22 main:574] : INFO : Epoch 693 | loss: 0.0310159 | val_loss: 0.031253 | Time: 2522.13 ms [2020-11-20 10:02:25 main:574] : INFO : Epoch 694 | loss: 0.0310134 | val_loss: 0.0312729 | Time: 2519.74 ms [2020-11-20 10:02:27 main:574] : INFO : Epoch 695 | loss: 0.0310144 | val_loss: 0.0312624 | Time: 2519.86 ms [2020-11-20 10:02:30 main:574] : INFO : Epoch 696 | loss: 0.0310118 | val_loss: 0.0312615 | Time: 2543.89 ms [2020-11-20 10:02:33 main:574] : INFO : Epoch 697 | loss: 0.0310102 | val_loss: 0.0312547 | Time: 2536.88 ms [2020-11-20 10:02:35 main:574] : INFO : Epoch 698 | loss: 0.0310086 | val_loss: 0.0312782 | Time: 2530.62 ms [2020-11-20 10:02:38 main:574] : INFO : Epoch 699 | loss: 0.0310468 | val_loss: 0.0312601 | Time: 2530.34 ms [2020-11-20 10:02:40 main:574] : INFO : Epoch 700 | loss: 0.0310495 | val_loss: 0.0312496 | Time: 2528.97 ms [2020-11-20 10:02:43 main:574] : INFO : Epoch 701 | loss: 0.0310237 | val_loss: 0.0312658 | Time: 2560.16 ms [2020-11-20 10:02:46 main:574] : INFO : Epoch 702 | loss: 0.0310144 | val_loss: 0.0312786 | Time: 2523.01 ms [2020-11-20 10:02:48 main:574] : INFO : Epoch 703 | loss: 0.0310145 | val_loss: 0.0312695 | Time: 2526.14 ms [2020-11-20 10:02:51 main:574] : INFO : Epoch 704 | loss: 0.0310128 | val_loss: 0.0312763 | Time: 2527.31 ms [2020-11-20 10:02:53 main:574] : INFO : Epoch 705 | loss: 0.0310131 | val_loss: 0.0312672 | Time: 2532.11 ms [2020-11-20 10:02:56 main:574] : INFO : Epoch 706 | loss: 0.0310192 | val_loss: 0.031277 | Time: 2529.08 ms [2020-11-20 10:02:58 main:574] : INFO : Epoch 707 | loss: 0.0310153 | val_loss: 0.0312519 | Time: 2527.23 ms [2020-11-20 10:03:01 main:574] : INFO : Epoch 708 | loss: 0.0310224 | val_loss: 0.0312441 | Time: 2547.09 ms [2020-11-20 10:03:04 main:574] : INFO : Epoch 709 | loss: 0.0310192 | val_loss: 0.0312407 | Time: 2530.12 ms [2020-11-20 10:03:06 main:574] : INFO : Epoch 710 | loss: 0.03102 | val_loss: 0.0312698 | Time: 2526.63 ms [2020-11-20 10:03:09 main:574] : INFO : Epoch 711 | loss: 0.031017 | val_loss: 0.0312328 | Time: 2532.53 ms [2020-11-20 10:03:11 main:574] : INFO : Epoch 712 | loss: 0.0310233 | val_loss: 0.0312807 | Time: 2528.06 ms [2020-11-20 10:03:14 main:574] : INFO : Epoch 713 | loss: 0.0310187 | val_loss: 0.0312613 | Time: 2517.46 ms [2020-11-20 10:03:17 main:574] : INFO : Epoch 714 | loss: 0.0310153 | val_loss: 0.0312765 | Time: 2540.78 ms [2020-11-20 10:03:19 main:574] : INFO : Epoch 715 | loss: 0.0310148 | val_loss: 0.0312465 | Time: 2534.25 ms [2020-11-20 10:03:22 main:574] : INFO : Epoch 716 | loss: 0.031019 | val_loss: 0.0312504 | Time: 2544.03 ms [2020-11-20 10:03:24 main:574] : INFO : Epoch 717 | loss: 0.0310227 | val_loss: 0.0312611 | Time: 2508.4 ms [2020-11-20 10:03:27 main:574] : INFO : Epoch 718 | loss: 0.0310121 | val_loss: 0.0312523 | Time: 2524.74 ms [2020-11-20 10:03:29 main:574] : INFO : Epoch 719 | loss: 0.0310057 | val_loss: 0.031269 | Time: 2522.31 ms [2020-11-20 10:03:32 main:574] : INFO : Epoch 720 | loss: 0.0310064 | val_loss: 0.0312831 | Time: 2554.65 ms [2020-11-20 10:03:35 main:574] : INFO : Epoch 721 | loss: 0.0310111 | val_loss: 0.0312768 | Time: 2557.63 ms [2020-11-20 10:03:37 main:574] : INFO : Epoch 722 | loss: 0.0310139 | val_loss: 0.0312574 | Time: 2550.5 ms [2020-11-20 10:03:40 main:574] : INFO : Epoch 723 | loss: 0.031016 | val_loss: 0.0312641 | Time: 2535.9 ms [2020-11-20 10:03:42 main:574] : INFO : Epoch 724 | loss: 0.0310157 | val_loss: 0.0312708 | Time: 2522.44 ms [2020-11-20 10:03:45 main:574] : INFO : Epoch 725 | loss: 0.0310152 | val_loss: 0.031286 | Time: 2528.32 ms [2020-11-20 10:03:48 main:574] : INFO : Epoch 726 | loss: 0.0310146 | val_loss: 0.0312669 | Time: 2523.35 ms [2020-11-20 10:03:50 main:574] : INFO : Epoch 727 | loss: 0.0310154 | val_loss: 0.0312668 | Time: 2527.52 ms [2020-11-20 10:03:53 main:574] : INFO : Epoch 728 | loss: 0.0310105 | val_loss: 0.0312762 | Time: 2523.96 ms [2020-11-20 10:03:55 main:574] : INFO : Epoch 729 | loss: 0.0310131 | val_loss: 0.0312888 | Time: 2518.85 ms [2020-11-20 10:03:58 main:574] : INFO : Epoch 730 | loss: 0.0310152 | val_loss: 0.0312614 | Time: 2512.36 ms [2020-11-20 10:04:00 main:574] : INFO : Epoch 731 | loss: 0.0310247 | val_loss: 0.0312684 | Time: 2511 ms [2020-11-20 10:04:03 main:574] : INFO : Epoch 732 | loss: 0.0310148 | val_loss: 0.0312763 | Time: 2552.24 ms [2020-11-20 10:04:06 main:574] : INFO : Epoch 733 | loss: 0.0310141 | val_loss: 0.0312632 | Time: 2547.8 ms [2020-11-20 10:04:08 main:574] : INFO : Epoch 734 | loss: 0.0310102 | val_loss: 0.0312702 | Time: 2518.15 ms [2020-11-20 10:04:11 main:574] : INFO : Epoch 735 | loss: 0.0310233 | val_loss: 0.0312667 | Time: 2552.41 ms [2020-11-20 10:04:13 main:574] : INFO : Epoch 736 | loss: 0.0310355 | val_loss: 0.0312467 | Time: 2545.93 ms [2020-11-20 10:04:16 main:574] : INFO : Epoch 737 | loss: 0.0310204 | val_loss: 0.0312577 | Time: 2530.3 ms [2020-11-20 10:04:18 main:574] : INFO : Epoch 738 | loss: 0.031015 | val_loss: 0.0312818 | Time: 2542.08 ms [2020-11-20 10:04:21 main:574] : INFO : Epoch 739 | loss: 0.0310117 | val_loss: 0.0312461 | Time: 2553.96 ms [2020-11-20 10:04:24 main:574] : INFO : Epoch 740 | loss: 0.0310138 | val_loss: 0.0312584 | Time: 2547.91 ms [2020-11-20 10:04:26 main:574] : INFO : Epoch 741 | loss: 0.031022 | val_loss: 0.0312661 | Time: 2542.78 ms [2020-11-20 10:04:29 main:574] : INFO : Epoch 742 | loss: 0.0310311 | val_loss: 0.0312669 | Time: 2542.84 ms [2020-11-20 10:04:31 main:574] : INFO : Epoch 743 | loss: 0.0310303 | val_loss: 0.0312588 | Time: 2549.29 ms [2020-11-20 10:04:34 main:574] : INFO : Epoch 744 | loss: 0.0310203 | val_loss: 0.0312753 | Time: 2547.1 ms [2020-11-20 10:04:37 main:574] : INFO : Epoch 745 | loss: 0.0310179 | val_loss: 0.031258 | Time: 2555.42 ms [2020-11-20 10:04:39 main:574] : INFO : Epoch 746 | loss: 0.0310259 | val_loss: 0.0312552 | Time: 2547.85 ms [2020-11-20 10:04:42 main:574] : INFO : Epoch 747 | loss: 0.0310248 | val_loss: 0.0312683 | Time: 2560.43 ms [2020-11-20 10:04:44 main:574] : INFO : Epoch 748 | loss: 0.031014 | val_loss: 0.0312594 | Time: 2536.86 ms [2020-11-20 10:04:47 main:574] : INFO : Epoch 749 | loss: 0.0310118 | val_loss: 0.0312555 | Time: 2537.52 ms [2020-11-20 10:04:50 main:574] : INFO : Epoch 750 | loss: 0.0310113 | val_loss: 0.0312799 | Time: 2537.8 ms [2020-11-20 10:04:52 main:574] : INFO : Epoch 751 | loss: 0.0310116 | val_loss: 0.0312691 | Time: 2538.32 ms [2020-11-20 10:04:55 main:574] : INFO : Epoch 752 | loss: 0.031018 | val_loss: 0.0312772 | Time: 2554.22 ms [2020-11-20 10:04:57 main:574] : INFO : Epoch 753 | loss: 0.0310138 | val_loss: 0.0312843 | Time: 2548.33 ms [2020-11-20 10:05:00 main:574] : INFO : Epoch 754 | loss: 0.0310069 | val_loss: 0.0312794 | Time: 2527.69 ms [2020-11-20 10:05:03 main:574] : INFO : Epoch 755 | loss: 0.0310075 | val_loss: 0.031265 | Time: 2519.23 ms [2020-11-20 10:05:05 main:574] : INFO : Epoch 756 | loss: 0.0310124 | val_loss: 0.0312536 | Time: 2524.58 ms [2020-11-20 10:05:08 main:574] : INFO : Epoch 757 | loss: 0.031025 | val_loss: 0.0312752 | Time: 2520.75 ms [2020-11-20 10:05:10 main:574] : INFO : Epoch 758 | loss: 0.0310179 | val_loss: 0.0312741 | Time: 2543.32 ms [2020-11-20 10:05:13 main:574] : INFO : Epoch 759 | loss: 0.0310142 | val_loss: 0.0312858 | Time: 2514.12 ms [2020-11-20 10:05:15 main:574] : INFO : Epoch 760 | loss: 0.0310131 | val_loss: 0.0312814 | Time: 2524.61 ms [2020-11-20 10:05:18 main:574] : INFO : Epoch 761 | loss: 0.0310199 | val_loss: 0.031282 | Time: 2518.27 ms [2020-11-20 10:05:21 main:574] : INFO : Epoch 762 | loss: 0.0310219 | val_loss: 0.0312989 | Time: 2580.33 ms [2020-11-20 10:05:23 main:574] : INFO : Epoch 763 | loss: 0.0310242 | val_loss: 0.0312415 | Time: 2559.84 ms [2020-11-20 10:05:26 main:574] : INFO : Epoch 764 | loss: 0.0310171 | val_loss: 0.0312592 | Time: 2521.95 ms [2020-11-20 10:05:28 main:574] : INFO : Epoch 765 | loss: 0.031011 | val_loss: 0.0312678 | Time: 2526.62 ms [2020-11-20 10:05:31 main:574] : INFO : Epoch 766 | loss: 0.0310159 | val_loss: 0.0312658 | Time: 2537.9 ms [2020-11-20 10:05:34 main:574] : INFO : Epoch 767 | loss: 0.0310123 | val_loss: 0.0312724 | Time: 2512.08 ms [2020-11-20 10:05:36 main:574] : INFO : Epoch 768 | loss: 0.0310133 | val_loss: 0.0313026 | Time: 2504.48 ms [2020-11-20 10:05:39 main:574] : INFO : Epoch 769 | loss: 0.0310199 | val_loss: 0.0312785 | Time: 2540.64 ms [2020-11-20 10:05:41 main:574] : INFO : Epoch 770 | loss: 0.0310194 | val_loss: 0.0312656 | Time: 2517.05 ms [2020-11-20 10:05:44 main:574] : INFO : Epoch 771 | loss: 0.0310125 | val_loss: 0.0312432 | Time: 2529.95 ms [2020-11-20 10:05:47 main:574] : INFO : Epoch 772 | loss: 0.031025 | val_loss: 0.0312591 | Time: 2549.18 ms [2020-11-20 10:05:49 main:574] : INFO : Epoch 773 | loss: 0.0310239 | val_loss: 0.0312857 | Time: 2557.59 ms [2020-11-20 10:05:52 main:574] : INFO : Epoch 774 | loss: 0.031017 | val_loss: 0.0312779 | Time: 2521.28 ms [2020-11-20 10:05:54 main:574] : INFO : Epoch 775 | loss: 0.0310197 | val_loss: 0.031301 | Time: 2504.77 ms [2020-11-20 10:05:57 main:574] : INFO : Epoch 776 | loss: 0.0310154 | val_loss: 0.031263 | Time: 2532.36 ms [2020-11-20 10:05:59 main:574] : INFO : Epoch 777 | loss: 0.0310303 | val_loss: 0.0312781 | Time: 2526.66 ms [2020-11-20 10:06:02 main:574] : INFO : Epoch 778 | loss: 0.0310379 | val_loss: 0.0312587 | Time: 2557.01 ms [2020-11-20 10:06:05 main:574] : INFO : Epoch 779 | loss: 0.0310309 | val_loss: 0.0312779 | Time: 2509.27 ms [2020-11-20 10:06:07 main:574] : INFO : Epoch 780 | loss: 0.0310176 | val_loss: 0.0312599 | Time: 2543.86 ms [2020-11-20 10:06:10 main:574] : INFO : Epoch 781 | loss: 0.0310143 | val_loss: 0.0312864 | Time: 2539.07 ms [2020-11-20 10:06:12 main:574] : INFO : Epoch 782 | loss: 0.0310155 | val_loss: 0.0312415 | Time: 2514.6 ms [2020-11-20 10:06:15 main:574] : INFO : Epoch 783 | loss: 0.0310207 | val_loss: 0.0312624 | Time: 2516.13 ms [2020-11-20 10:06:18 main:574] : INFO : Epoch 784 | loss: 0.0310272 | val_loss: 0.0312563 | Time: 2511.53 ms [2020-11-20 10:06:20 main:574] : INFO : Epoch 785 | loss: 0.0310175 | val_loss: 0.0312528 | Time: 2518.98 ms [2020-11-20 10:06:23 main:574] : INFO : Epoch 786 | loss: 0.0310099 | val_loss: 0.0312896 | Time: 2530.7 ms [2020-11-20 10:06:25 main:574] : INFO : Epoch 787 | loss: 0.0310121 | val_loss: 0.0312716 | Time: 2536.41 ms [2020-11-20 10:06:28 main:574] : INFO : Epoch 788 | loss: 0.0310246 | val_loss: 0.0312476 | Time: 2523.04 ms [2020-11-20 10:06:31 main:574] : INFO : Epoch 789 | loss: 0.0310313 | val_loss: 0.0312695 | Time: 2526.61 ms [2020-11-20 10:06:33 main:574] : INFO : Epoch 790 | loss: 0.0310271 | val_loss: 0.0312674 | Time: 2526.27 ms [2020-11-20 10:06:36 main:574] : INFO : Epoch 791 | loss: 0.0310112 | val_loss: 0.0312464 | Time: 2551.22 ms [2020-11-20 10:06:38 main:574] : INFO : Epoch 792 | loss: 0.0310127 | val_loss: 0.0312528 | Time: 2515.18 ms [2020-11-20 10:06:41 main:574] : INFO : Epoch 793 | loss: 0.0310114 | val_loss: 0.0312545 | Time: 2521.91 ms [2020-11-20 10:06:43 main:574] : INFO : Epoch 794 | loss: 0.0310121 | val_loss: 0.0312892 | Time: 2556.48 ms [2020-11-20 10:06:46 main:574] : INFO : Epoch 795 | loss: 0.0310103 | val_loss: 0.0312703 | Time: 2528.83 ms [2020-11-20 10:06:49 main:574] : INFO : Epoch 796 | loss: 0.0310198 | val_loss: 0.0312474 | Time: 2519.01 ms [2020-11-20 10:06:51 main:574] : INFO : Epoch 797 | loss: 0.0310178 | val_loss: 0.03126 | Time: 2522.5 ms [2020-11-20 10:06:54 main:574] : INFO : Epoch 798 | loss: 0.0310127 | val_loss: 0.03127 | Time: 2522.41 ms [2020-11-20 10:06:56 main:574] : INFO : Epoch 799 | loss: 0.0310079 | val_loss: 0.0312667 | Time: 2533.51 ms [2020-11-20 10:06:59 main:574] : INFO : Epoch 800 | loss: 0.0310083 | val_loss: 0.0312645 | Time: 2531.65 ms [2020-11-20 10:07:01 main:574] : INFO : Epoch 801 | loss: 0.0310111 | val_loss: 0.0312657 | Time: 2529.22 ms [2020-11-20 10:07:04 main:574] : INFO : Epoch 802 | loss: 0.0310134 | val_loss: 0.0312666 | Time: 2525.84 ms [2020-11-20 10:07:07 main:574] : INFO : Epoch 803 | loss: 0.0310156 | val_loss: 0.0312622 | Time: 2526.35 ms [2020-11-20 10:07:09 main:574] : INFO : Epoch 804 | loss: 0.0310164 | val_loss: 0.0312576 | Time: 2535.48 ms [2020-11-20 10:07:12 main:574] : INFO : Epoch 805 | loss: 0.0310079 | val_loss: 0.0312673 | Time: 2536.39 ms [2020-11-20 10:07:14 main:574] : INFO : Epoch 806 | loss: 0.031009 | val_loss: 0.0312679 | Time: 2527.96 ms [2020-11-20 10:07:17 main:574] : INFO : Epoch 807 | loss: 0.0310264 | val_loss: 0.0312494 | Time: 2516.3 ms [2020-11-20 10:07:20 main:574] : INFO : Epoch 808 | loss: 0.0310174 | val_loss: 0.0312568 | Time: 2526.34 ms [2020-11-20 10:07:22 main:574] : INFO : Epoch 809 | loss: 0.0310198 | val_loss: 0.0312698 | Time: 2532.99 ms [2020-11-20 10:07:25 main:574] : INFO : Epoch 810 | loss: 0.0310141 | val_loss: 0.0312484 | Time: 2522.25 ms [2020-11-20 10:07:27 main:574] : INFO : Epoch 811 | loss: 0.0310094 | val_loss: 0.0312694 | Time: 2524.98 ms [2020-11-20 10:07:30 main:574] : INFO : Epoch 812 | loss: 0.0310088 | val_loss: 0.0312816 | Time: 2518.39 ms [2020-11-20 10:07:32 main:574] : INFO : Epoch 813 | loss: 0.0310156 | val_loss: 0.0312553 | Time: 2529.53 ms [2020-11-20 10:07:35 main:574] : INFO : Epoch 814 | loss: 0.0310088 | val_loss: 0.0312939 | Time: 2522.55 ms [2020-11-20 10:07:37 main:574] : INFO : Epoch 815 | loss: 0.0310114 | val_loss: 0.031288 | Time: 2517.3 ms [2020-11-20 10:07:40 main:574] : INFO : Epoch 816 | loss: 0.0310199 | val_loss: 0.0312755 | Time: 2515.58 ms [2020-11-20 10:07:43 main:574] : INFO : Epoch 817 | loss: 0.0310162 | val_loss: 0.0312607 | Time: 2521.2 ms [2020-11-20 10:07:45 main:574] : INFO : Epoch 818 | loss: 0.0310153 | val_loss: 0.0312494 | Time: 2518.72 ms [2020-11-20 10:07:48 main:574] : INFO : Epoch 819 | loss: 0.0310245 | val_loss: 0.0312417 | Time: 2521.87 ms [2020-11-20 10:07:50 main:574] : INFO : Epoch 820 | loss: 0.031023 | val_loss: 0.0312642 | Time: 2524.22 ms [2020-11-20 10:07:53 main:574] : INFO : Epoch 821 | loss: 0.0310214 | val_loss: 0.0312595 | Time: 2518 ms [2020-11-20 10:07:55 main:574] : INFO : Epoch 822 | loss: 0.0310182 | val_loss: 0.031254 | Time: 2523.55 ms [2020-11-20 10:07:58 main:574] : INFO : Epoch 823 | loss: 0.0310249 | val_loss: 0.0312634 | Time: 2513.49 ms [2020-11-20 10:08:01 main:574] : INFO : Epoch 824 | loss: 0.0310248 | val_loss: 0.0312569 | Time: 2526.48 ms [2020-11-20 10:08:03 main:574] : INFO : Epoch 825 | loss: 0.0310245 | val_loss: 0.0312706 | Time: 2520.58 ms [2020-11-20 10:08:06 main:574] : INFO : Epoch 826 | loss: 0.0310211 | val_loss: 0.0312781 | Time: 2521.9 ms [2020-11-20 10:08:08 main:574] : INFO : Epoch 827 | loss: 0.0310113 | val_loss: 0.0312942 | Time: 2514.48 ms [2020-11-20 10:08:11 main:574] : INFO : Epoch 828 | loss: 0.0310096 | val_loss: 0.0312622 | Time: 2516.53 ms [2020-11-20 10:08:13 main:574] : INFO : Epoch 829 | loss: 0.0310032 | val_loss: 0.0312951 | Time: 2519.64 ms [2020-11-20 10:08:16 main:574] : INFO : Epoch 830 | loss: 0.0310153 | val_loss: 0.0312784 | Time: 2518.74 ms [2020-11-20 10:08:19 main:574] : INFO : Epoch 831 | loss: 0.0310167 | val_loss: 0.0312497 | Time: 2521.43 ms [2020-11-20 10:08:21 main:574] : INFO : Epoch 832 | loss: 0.0310183 | val_loss: 0.0312574 | Time: 2575.58 ms [2020-11-20 10:08:24 main:574] : INFO : Epoch 833 | loss: 0.0310092 | val_loss: 0.0312853 | Time: 2541.9 ms [2020-11-20 10:08:26 main:574] : INFO : Epoch 834 | loss: 0.03101 | val_loss: 0.0312537 | Time: 2557.67 ms [2020-11-20 10:08:29 main:574] : INFO : Epoch 835 | loss: 0.031019 | val_loss: 0.0312727 | Time: 2525.46 ms [2020-11-20 10:08:32 main:574] : INFO : Epoch 836 | loss: 0.0310249 | val_loss: 0.0312572 | Time: 2552.27 ms [2020-11-20 10:08:34 main:574] : INFO : Epoch 837 | loss: 0.0310152 | val_loss: 0.0312518 | Time: 2523.91 ms [2020-11-20 10:08:37 main:574] : INFO : Epoch 838 | loss: 0.0310191 | val_loss: 0.0312604 | Time: 2531.83 ms [2020-11-20 10:08:39 main:574] : INFO : Epoch 839 | loss: 0.0310111 | val_loss: 0.0312694 | Time: 2546.35 ms [2020-11-20 10:08:42 main:574] : INFO : Epoch 840 | loss: 0.0310083 | val_loss: 0.0312702 | Time: 2524.5 ms [2020-11-20 10:08:44 main:574] : INFO : Epoch 841 | loss: 0.0310103 | val_loss: 0.0312763 | Time: 2522.04 ms [2020-11-20 10:08:47 main:574] : INFO : Epoch 842 | loss: 0.0310088 | val_loss: 0.0312765 | Time: 2529.49 ms [2020-11-20 10:08:50 main:574] : INFO : Epoch 843 | loss: 0.0310119 | val_loss: 0.0312673 | Time: 2526.63 ms [2020-11-20 10:08:52 main:574] : INFO : Epoch 844 | loss: 0.0310127 | val_loss: 0.0312715 | Time: 2543.46 ms [2020-11-20 10:08:55 main:574] : INFO : Epoch 845 | loss: 0.0310129 | val_loss: 0.0312775 | Time: 2530.96 ms [2020-11-20 10:08:57 main:574] : INFO : Epoch 846 | loss: 0.0310111 | val_loss: 0.0313122 | Time: 2542.97 ms [2020-11-20 10:09:00 main:574] : INFO : Epoch 847 | loss: 0.0310161 | val_loss: 0.0312813 | Time: 2519.79 ms [2020-11-20 10:09:03 main:574] : INFO : Epoch 848 | loss: 0.0310131 | val_loss: 0.0312633 | Time: 2539.23 ms [2020-11-20 10:09:05 main:574] : INFO : Epoch 849 | loss: 0.0310129 | val_loss: 0.0312842 | Time: 2531.94 ms [2020-11-20 10:09:08 main:574] : INFO : Epoch 850 | loss: 0.0310131 | val_loss: 0.0312456 | Time: 2547.04 ms [2020-11-20 10:09:10 main:574] : INFO : Epoch 851 | loss: 0.0310084 | val_loss: 0.0312735 | Time: 2530.2 ms [2020-11-20 10:09:13 main:574] : INFO : Epoch 852 | loss: 0.0310074 | val_loss: 0.0312472 | Time: 2548.76 ms [2020-11-20 10:09:15 main:574] : INFO : Epoch 853 | loss: 0.0310124 | val_loss: 0.0312645 | Time: 2537.6 ms [2020-11-20 10:09:18 main:574] : INFO : Epoch 854 | loss: 0.0310122 | val_loss: 0.0312666 | Time: 2518.85 ms [2020-11-20 10:09:21 main:574] : INFO : Epoch 855 | loss: 0.0310102 | val_loss: 0.0312639 | Time: 2578.08 ms [2020-11-20 10:09:23 main:574] : INFO : Epoch 856 | loss: 0.0310106 | val_loss: 0.0312696 | Time: 2536.89 ms [2020-11-20 10:09:26 main:574] : INFO : Epoch 857 | loss: 0.0310102 | val_loss: 0.0312434 | Time: 2534.99 ms [2020-11-20 10:09:28 main:574] : INFO : Epoch 858 | loss: 0.0310261 | val_loss: 0.0312776 | Time: 2548.14 ms [2020-11-20 10:09:31 main:574] : INFO : Epoch 859 | loss: 0.0310184 | val_loss: 0.0312425 | Time: 2534.14 ms [2020-11-20 10:09:34 main:574] : INFO : Epoch 860 | loss: 0.031019 | val_loss: 0.0312787 | Time: 2535.37 ms [2020-11-20 10:09:36 main:574] : INFO : Epoch 861 | loss: 0.0310339 | val_loss: 0.0312604 | Time: 2541.46 ms [2020-11-20 10:09:39 main:574] : INFO : Epoch 862 | loss: 0.031024 | val_loss: 0.0312533 | Time: 2528.29 ms [2020-11-20 10:09:41 main:574] : INFO : Epoch 863 | loss: 0.0310112 | val_loss: 0.0312686 | Time: 2546.86 ms [2020-11-20 10:09:44 main:574] : INFO : Epoch 864 | loss: 0.0310076 | val_loss: 0.0312823 | Time: 2525.39 ms [2020-11-20 10:09:46 main:574] : INFO : Epoch 865 | loss: 0.031005 | val_loss: 0.0312609 | Time: 2529.6 ms [2020-11-20 10:09:49 main:574] : INFO : Epoch 866 | loss: 0.0310176 | val_loss: 0.0312384 | Time: 2552.3 ms [2020-11-20 10:09:52 main:574] : INFO : Epoch 867 | loss: 0.0310206 | val_loss: 0.0312454 | Time: 2530.84 ms [2020-11-20 10:09:54 main:574] : INFO : Epoch 868 | loss: 0.0310271 | val_loss: 0.0312566 | Time: 2541.2 ms [2020-11-20 10:09:57 main:574] : INFO : Epoch 869 | loss: 0.03103 | val_loss: 0.0312711 | Time: 2519.68 ms [2020-11-20 10:09:59 main:574] : INFO : Epoch 870 | loss: 0.031022 | val_loss: 0.0312753 | Time: 2518.95 ms [2020-11-20 10:10:02 main:574] : INFO : Epoch 871 | loss: 0.031021 | val_loss: 0.0312744 | Time: 2536.29 ms [2020-11-20 10:10:04 main:574] : INFO : Epoch 872 | loss: 0.0310098 | val_loss: 0.0312603 | Time: 2545.44 ms [2020-11-20 10:10:07 main:574] : INFO : Epoch 873 | loss: 0.0310113 | val_loss: 0.0312595 | Time: 2525.51 ms [2020-11-20 10:10:10 main:574] : INFO : Epoch 874 | loss: 0.0310154 | val_loss: 0.0312615 | Time: 2530.63 ms [2020-11-20 10:10:12 main:574] : INFO : Epoch 875 | loss: 0.0310153 | val_loss: 0.0312646 | Time: 2531.33 ms [2020-11-20 10:10:15 main:574] : INFO : Epoch 876 | loss: 0.0310104 | val_loss: 0.0312826 | Time: 2520.92 ms [2020-11-20 10:10:17 main:574] : INFO : Epoch 877 | loss: 0.031015 | val_loss: 0.0312743 | Time: 2529.79 ms [2020-11-20 10:10:20 main:574] : INFO : Epoch 878 | loss: 0.0310083 | val_loss: 0.0312951 | Time: 2520.74 ms [2020-11-20 10:10:23 main:574] : INFO : Epoch 879 | loss: 0.0310204 | val_loss: 0.0312873 | Time: 2543.84 ms [2020-11-20 10:10:25 main:574] : INFO : Epoch 880 | loss: 0.0310152 | val_loss: 0.0312654 | Time: 2516.43 ms [2020-11-20 10:10:28 main:574] : INFO : Epoch 881 | loss: 0.0310155 | val_loss: 0.031262 | Time: 2528.98 ms [2020-11-20 10:10:30 main:574] : INFO : Epoch 882 | loss: 0.031014 | val_loss: 0.0312676 | Time: 2525.12 ms [2020-11-20 10:10:33 main:574] : INFO : Epoch 883 | loss: 0.0310112 | val_loss: 0.0312818 | Time: 2539.14 ms [2020-11-20 10:10:35 main:574] : INFO : Epoch 884 | loss: 0.031014 | val_loss: 0.0312398 | Time: 2518.48 ms [2020-11-20 10:10:38 main:574] : INFO : Epoch 885 | loss: 0.0310138 | val_loss: 0.0312577 | Time: 2525.15 ms [2020-11-20 10:10:41 main:574] : INFO : Epoch 886 | loss: 0.0310143 | val_loss: 0.0312673 | Time: 2533.11 ms [2020-11-20 10:10:43 main:574] : INFO : Epoch 887 | loss: 0.0310151 | val_loss: 0.0312622 | Time: 2523.31 ms [2020-11-20 10:10:46 main:574] : INFO : Epoch 888 | loss: 0.0310077 | val_loss: 0.031263 | Time: 2575.72 ms [2020-11-20 10:10:48 main:574] : INFO : Epoch 889 | loss: 0.0310134 | val_loss: 0.0312534 | Time: 2532.4 ms [2020-11-20 10:10:51 main:574] : INFO : Epoch 890 | loss: 0.031012 | val_loss: 0.0312717 | Time: 2526.27 ms [2020-11-20 10:10:53 main:574] : INFO : Epoch 891 | loss: 0.0310126 | val_loss: 0.0312717 | Time: 2522.51 ms [2020-11-20 10:10:56 main:574] : INFO : Epoch 892 | loss: 0.0310095 | val_loss: 0.0312588 | Time: 2524.2 ms [2020-11-20 10:10:59 main:574] : INFO : Epoch 893 | loss: 0.0310108 | val_loss: 0.0312667 | Time: 2508.31 ms [2020-11-20 10:11:01 main:574] : INFO : Epoch 894 | loss: 0.0310119 | val_loss: 0.0312615 | Time: 2526.14 ms [2020-11-20 10:11:04 main:574] : INFO : Epoch 895 | loss: 0.0310096 | val_loss: 0.0312801 | Time: 2574.41 ms [2020-11-20 10:11:06 main:574] : INFO : Epoch 896 | loss: 0.0310098 | val_loss: 0.0312762 | Time: 2547.09 ms [2020-11-20 10:11:09 main:574] : INFO : Epoch 897 | loss: 0.0310085 | val_loss: 0.0312781 | Time: 2570.05 ms [2020-11-20 10:11:12 main:574] : INFO : Epoch 898 | loss: 0.0310123 | val_loss: 0.031271 | Time: 2557.81 ms [2020-11-20 10:11:14 main:574] : INFO : Epoch 899 | loss: 0.0310094 | val_loss: 0.0312675 | Time: 2555.23 ms [2020-11-20 10:11:17 main:574] : INFO : Epoch 900 | loss: 0.0310293 | val_loss: 0.0312363 | Time: 2556.08 ms [2020-11-20 10:11:19 main:574] : INFO : Epoch 901 | loss: 0.0310274 | val_loss: 0.0312761 | Time: 2538.82 ms [2020-11-20 10:11:22 main:574] : INFO : Epoch 902 | loss: 0.0310115 | val_loss: 0.0312652 | Time: 2556.87 ms [2020-11-20 10:11:25 main:574] : INFO : Epoch 903 | loss: 0.0310061 | val_loss: 0.0312781 | Time: 2534.33 ms [2020-11-20 10:11:27 main:574] : INFO : Epoch 904 | loss: 0.0310044 | val_loss: 0.0312542 | Time: 2545.44 ms [2020-11-20 10:11:30 main:574] : INFO : Epoch 905 | loss: 0.0310097 | val_loss: 0.031274 | Time: 2541.12 ms [2020-11-20 10:11:32 main:574] : INFO : Epoch 906 | loss: 0.0310071 | val_loss: 0.0312653 | Time: 2530.5 ms [2020-11-20 10:11:35 main:574] : INFO : Epoch 907 | loss: 0.0310088 | val_loss: 0.0312795 | Time: 2516.92 ms [2020-11-20 10:11:37 main:574] : INFO : Epoch 908 | loss: 0.0310104 | val_loss: 0.0312535 | Time: 2522.08 ms [2020-11-20 10:11:40 main:574] : INFO : Epoch 909 | loss: 0.0310186 | val_loss: 0.0312662 | Time: 2532.66 ms [2020-11-20 10:11:43 main:574] : INFO : Epoch 910 | loss: 0.0310175 | val_loss: 0.0312546 | Time: 2525.65 ms [2020-11-20 10:11:45 main:574] : INFO : Epoch 911 | loss: 0.0310151 | val_loss: 0.0312676 | Time: 2515.03 ms [2020-11-20 10:11:48 main:574] : INFO : Epoch 912 | loss: 0.0310165 | val_loss: 0.0312598 | Time: 2516.72 ms [2020-11-20 10:11:50 main:574] : INFO : Epoch 913 | loss: 0.0310133 | val_loss: 0.03128 | Time: 2518.58 ms [2020-11-20 10:11:53 main:574] : INFO : Epoch 914 | loss: 0.0310186 | val_loss: 0.0312761 | Time: 2523.21 ms [2020-11-20 10:11:56 main:574] : INFO : Epoch 915 | loss: 0.0310214 | val_loss: 0.0312681 | Time: 2526.61 ms [2020-11-20 10:11:58 main:574] : INFO : Epoch 916 | loss: 0.0310137 | val_loss: 0.0312455 | Time: 2524.5 ms [2020-11-20 10:12:01 main:574] : INFO : Epoch 917 | loss: 0.0310156 | val_loss: 0.0312709 | Time: 2525.44 ms [2020-11-20 10:12:03 main:574] : INFO : Epoch 918 | loss: 0.0310146 | val_loss: 0.0312688 | Time: 2531.84 ms [2020-11-20 10:12:06 main:574] : INFO : Epoch 919 | loss: 0.0310268 | val_loss: 0.0312783 | Time: 2550.2 ms [2020-11-20 10:12:08 main:574] : INFO : Epoch 920 | loss: 0.0310249 | val_loss: 0.0312682 | Time: 2530.95 ms [2020-11-20 10:12:11 main:574] : INFO : Epoch 921 | loss: 0.0310151 | val_loss: 0.0312524 | Time: 2536.18 ms [2020-11-20 10:12:14 main:574] : INFO : Epoch 922 | loss: 0.0310198 | val_loss: 0.0312708 | Time: 2515.92 ms [2020-11-20 10:12:16 main:574] : INFO : Epoch 923 | loss: 0.0310104 | val_loss: 0.0312741 | Time: 2523.85 ms [2020-11-20 10:12:19 main:574] : INFO : Epoch 924 | loss: 0.0310076 | val_loss: 0.0312718 | Time: 2529.95 ms [2020-11-20 10:12:21 main:574] : INFO : Epoch 925 | loss: 0.0310134 | val_loss: 0.0312688 | Time: 2522.2 ms [2020-11-20 10:12:24 main:574] : INFO : Epoch 926 | loss: 0.0310099 | val_loss: 0.031287 | Time: 2520.21 ms [2020-11-20 10:12:26 main:574] : INFO : Epoch 927 | loss: 0.0310104 | val_loss: 0.0312847 | Time: 2539.73 ms [2020-11-20 10:12:29 main:574] : INFO : Epoch 928 | loss: 0.0310148 | val_loss: 0.0312566 | Time: 2523.69 ms [2020-11-20 10:12:32 main:574] : INFO : Epoch 929 | loss: 0.0310095 | val_loss: 0.0312958 | Time: 2518.31 ms [2020-11-20 10:12:34 main:574] : INFO : Epoch 930 | loss: 0.031006 | val_loss: 0.0312718 | Time: 2521.25 ms [2020-11-20 10:12:37 main:574] : INFO : Epoch 931 | loss: 0.0310117 | val_loss: 0.0312661 | Time: 2524.13 ms [2020-11-20 10:12:39 main:574] : INFO : Epoch 932 | loss: 0.0310177 | val_loss: 0.0312227 | Time: 2529 ms [2020-11-20 10:12:42 main:574] : INFO : Epoch 933 | loss: 0.0310412 | val_loss: 0.0312924 | Time: 2537.23 ms [2020-11-20 10:12:44 main:574] : INFO : Epoch 934 | loss: 0.0310215 | val_loss: 0.0312694 | Time: 2522.49 ms [2020-11-20 10:12:47 main:574] : INFO : Epoch 935 | loss: 0.0310166 | val_loss: 0.0312684 | Time: 2524.94 ms [2020-11-20 10:12:50 main:574] : INFO : Epoch 936 | loss: 0.0310126 | val_loss: 0.031244 | Time: 2523.94 ms [2020-11-20 10:12:52 main:574] : INFO : Epoch 937 | loss: 0.0310135 | val_loss: 0.0312674 | Time: 2525.99 ms [2020-11-20 10:12:55 main:574] : INFO : Epoch 938 | loss: 0.0310132 | val_loss: 0.0312655 | Time: 2521.99 ms [2020-11-20 10:12:57 main:574] : INFO : Epoch 939 | loss: 0.0310085 | val_loss: 0.0312671 | Time: 2527.43 ms [2020-11-20 10:13:00 main:574] : INFO : Epoch 940 | loss: 0.0310196 | val_loss: 0.0312795 | Time: 2542.99 ms [2020-11-20 10:13:02 main:574] : INFO : Epoch 941 | loss: 0.0310266 | val_loss: 0.0312463 | Time: 2523.31 ms [2020-11-20 10:13:05 main:574] : INFO : Epoch 942 | loss: 0.0310151 | val_loss: 0.031273 | Time: 2536.51 ms [2020-11-20 10:13:08 main:574] : INFO : Epoch 943 | loss: 0.0310112 | val_loss: 0.0312784 | Time: 2535.09 ms [2020-11-20 10:13:10 main:574] : INFO : Epoch 944 | loss: 0.0310132 | val_loss: 0.0312573 | Time: 2524.15 ms [2020-11-20 10:13:13 main:574] : INFO : Epoch 945 | loss: 0.0310295 | val_loss: 0.0312962 | Time: 2514.74 ms [2020-11-20 10:13:15 main:574] : INFO : Epoch 946 | loss: 0.0310224 | val_loss: 0.0312764 | Time: 2527.97 ms [2020-11-20 10:13:18 main:574] : INFO : Epoch 947 | loss: 0.0310087 | val_loss: 0.0312823 | Time: 2513.15 ms [2020-11-20 10:13:21 main:574] : INFO : Epoch 948 | loss: 0.0310066 | val_loss: 0.0312768 | Time: 2548 ms [2020-11-20 10:13:23 main:574] : INFO : Epoch 949 | loss: 0.0310077 | val_loss: 0.0312737 | Time: 2542.36 ms [2020-11-20 10:13:26 main:574] : INFO : Epoch 950 | loss: 0.0310099 | val_loss: 0.0312771 | Time: 2492.51 ms [2020-11-20 10:13:28 main:574] : INFO : Epoch 951 | loss: 0.031007 | val_loss: 0.0312636 | Time: 2505.77 ms [2020-11-20 10:13:31 main:574] : INFO : Epoch 952 | loss: 0.0310137 | val_loss: 0.0312809 | Time: 2514.48 ms [2020-11-20 10:13:33 main:574] : INFO : Epoch 953 | loss: 0.0310095 | val_loss: 0.031272 | Time: 2520.03 ms [2020-11-20 10:13:36 main:574] : INFO : Epoch 954 | loss: 0.031011 | val_loss: 0.0312614 | Time: 2523.2 ms [2020-11-20 10:13:38 main:574] : INFO : Epoch 955 | loss: 0.0310108 | val_loss: 0.0312794 | Time: 2515.74 ms [2020-11-20 10:13:41 main:574] : INFO : Epoch 956 | loss: 0.0310141 | val_loss: 0.0312628 | Time: 2549 ms [2020-11-20 10:13:44 main:574] : INFO : Epoch 957 | loss: 0.031018 | val_loss: 0.0312881 | Time: 2513.43 ms [2020-11-20 10:13:46 main:574] : INFO : Epoch 958 | loss: 0.0310145 | val_loss: 0.0312631 | Time: 2526.97 ms [2020-11-20 10:13:49 main:574] : INFO : Epoch 959 | loss: 0.0310124 | val_loss: 0.0312859 | Time: 2510.43 ms [2020-11-20 10:13:51 main:574] : INFO : Epoch 960 | loss: 0.0310098 | val_loss: 0.0312732 | Time: 2508.64 ms [2020-11-20 10:13:54 main:574] : INFO : Epoch 961 | loss: 0.0310189 | val_loss: 0.0312622 | Time: 2517.63 ms [2020-11-20 10:13:57 main:574] : INFO : Epoch 962 | loss: 0.0310101 | val_loss: 0.0312757 | Time: 2530.91 ms [2020-11-20 10:13:59 main:574] : INFO : Epoch 963 | loss: 0.0310075 | val_loss: 0.0312682 | Time: 2516.62 ms [2020-11-20 10:14:02 main:574] : INFO : Epoch 964 | loss: 0.0310124 | val_loss: 0.031272 | Time: 2528.36 ms [2020-11-20 10:14:04 main:574] : INFO : Epoch 965 | loss: 0.0310099 | val_loss: 0.0313095 | Time: 2533.2 ms [2020-11-20 10:14:07 main:574] : INFO : Epoch 966 | loss: 0.031015 | val_loss: 0.0312633 | Time: 2539.79 ms [2020-11-20 10:14:09 main:574] : INFO : Epoch 967 | loss: 0.0310118 | val_loss: 0.0312947 | Time: 2615.27 ms [2020-11-20 10:14:12 main:574] : INFO : Epoch 968 | loss: 0.0310125 | val_loss: 0.0312702 | Time: 2535.09 ms [2020-11-20 10:14:15 main:574] : INFO : Epoch 969 | loss: 0.0310125 | val_loss: 0.0312805 | Time: 2526.49 ms [2020-11-20 10:14:17 main:574] : INFO : Epoch 970 | loss: 0.0310076 | val_loss: 0.0312993 | Time: 2535.62 ms [2020-11-20 10:14:20 main:574] : INFO : Epoch 971 | loss: 0.0310052 | val_loss: 0.0312586 | Time: 2542.34 ms [2020-11-20 10:14:22 main:574] : INFO : Epoch 972 | loss: 0.0310111 | val_loss: 0.0312589 | Time: 2525.12 ms [2020-11-20 10:14:25 main:574] : INFO : Epoch 973 | loss: 0.031014 | val_loss: 0.0312711 | Time: 2526.69 ms [2020-11-20 10:14:28 main:574] : INFO : Epoch 974 | loss: 0.0310154 | val_loss: 0.0312746 | Time: 2542.86 ms [2020-11-20 10:14:30 main:574] : INFO : Epoch 975 | loss: 0.0310271 | val_loss: 0.0312522 | Time: 2523.32 ms [2020-11-20 10:14:33 main:574] : INFO : Epoch 976 | loss: 0.031033 | val_loss: 0.0312745 | Time: 2546.08 ms [2020-11-20 10:14:35 main:574] : INFO : Epoch 977 | loss: 0.0310173 | val_loss: 0.0312768 | Time: 2541.56 ms [2020-11-20 10:14:38 main:574] : INFO : Epoch 978 | loss: 0.0310327 | val_loss: 0.0312383 | Time: 2554.66 ms [2020-11-20 10:14:40 main:574] : INFO : Epoch 979 | loss: 0.0310211 | val_loss: 0.0312841 | Time: 2533.9 ms [2020-11-20 10:14:43 main:574] : INFO : Epoch 980 | loss: 0.0310183 | val_loss: 0.0312739 | Time: 2618.35 ms [2020-11-20 10:14:46 main:574] : INFO : Epoch 981 | loss: 0.0310146 | val_loss: 0.0312513 | Time: 2517.01 ms [2020-11-20 10:14:48 main:574] : INFO : Epoch 982 | loss: 0.0310151 | val_loss: 0.0312583 | Time: 2525.88 ms [2020-11-20 10:14:51 main:574] : INFO : Epoch 983 | loss: 0.0310109 | val_loss: 0.0312834 | Time: 2512.28 ms [2020-11-20 10:14:53 main:574] : INFO : Epoch 984 | loss: 0.031009 | val_loss: 0.0312706 | Time: 2527.56 ms [2020-11-20 10:14:56 main:574] : INFO : Epoch 985 | loss: 0.0310057 | val_loss: 0.0312592 | Time: 2517.66 ms [2020-11-20 10:14:59 main:574] : INFO : Epoch 986 | loss: 0.0310226 | val_loss: 0.0312583 | Time: 2528.82 ms [2020-11-20 10:15:01 main:574] : INFO : Epoch 987 | loss: 0.0310194 | val_loss: 0.0312566 | Time: 2535.57 ms [2020-11-20 10:15:04 main:574] : INFO : Epoch 988 | loss: 0.0310176 | val_loss: 0.0312559 | Time: 2521.97 ms [2020-11-20 10:15:06 main:574] : INFO : Epoch 989 | loss: 0.0310102 | val_loss: 0.0312623 | Time: 2515.6 ms [2020-11-20 10:15:09 main:574] : INFO : Epoch 990 | loss: 0.0310115 | val_loss: 0.0312852 | Time: 2541.25 ms [2020-11-20 10:15:11 main:574] : INFO : Epoch 991 | loss: 0.0310094 | val_loss: 0.0312674 | Time: 2520.61 ms [2020-11-20 10:15:14 main:574] : INFO : Epoch 992 | loss: 0.0310069 | val_loss: 0.031273 | Time: 2533.62 ms [2020-11-20 10:15:17 main:574] : INFO : Epoch 993 | loss: 0.0310027 | val_loss: 0.0312949 | Time: 2553.24 ms [2020-11-20 10:15:19 main:574] : INFO : Epoch 994 | loss: 0.0310102 | val_loss: 0.031289 | Time: 2533 ms [2020-11-20 10:15:22 main:574] : INFO : Epoch 995 | loss: 0.0310106 | val_loss: 0.0312747 | Time: 2527.63 ms [2020-11-20 10:15:24 main:574] : INFO : Epoch 996 | loss: 0.0310223 | val_loss: 0.0312661 | Time: 2518.24 ms [2020-11-20 10:15:27 main:574] : INFO : Epoch 997 | loss: 0.0310195 | val_loss: 0.0312639 | Time: 2522.28 ms [2020-11-20 10:15:30 main:574] : INFO : Epoch 998 | loss: 0.0310092 | val_loss: 0.0312684 | Time: 2510.33 ms [2020-11-20 10:15:32 main:574] : INFO : Epoch 999 | loss: 0.0310096 | val_loss: 0.031277 | Time: 2523.56 ms [2020-11-20 10:15:35 main:574] : INFO : Epoch 1000 | loss: 0.0310103 | val_loss: 0.0312621 | Time: 2522.17 ms [2020-11-20 10:15:37 main:574] : INFO : Epoch 1001 | loss: 0.0310105 | val_loss: 0.0312648 | Time: 2520.8 ms [2020-11-20 10:15:40 main:574] : INFO : Epoch 1002 | loss: 0.0310085 | val_loss: 0.0312799 | Time: 2540.56 ms [2020-11-20 10:15:42 main:574] : INFO : Epoch 1003 | loss: 0.0310094 | val_loss: 0.0312586 | Time: 2528.94 ms [2020-11-20 10:15:45 main:574] : INFO : Epoch 1004 | loss: 0.0310101 | val_loss: 0.0312703 | Time: 2531.73 ms [2020-11-20 10:15:48 main:574] : INFO : Epoch 1005 | loss: 0.0310227 | val_loss: 0.0312469 | Time: 2515.51 ms [2020-11-20 10:15:50 main:574] : INFO : Epoch 1006 | loss: 0.031018 | val_loss: 0.0312697 | Time: 2528.44 ms [2020-11-20 10:15:53 main:574] : INFO : Epoch 1007 | loss: 0.0310115 | val_loss: 0.0312674 | Time: 2514.22 ms [2020-11-20 10:15:55 main:574] : INFO : Epoch 1008 | loss: 0.0310156 | val_loss: 0.0312728 | Time: 2515.75 ms [2020-11-20 10:15:58 main:574] : INFO : Epoch 1009 | loss: 0.0310134 | val_loss: 0.0312733 | Time: 2523.13 ms [2020-11-20 10:16:00 main:574] : INFO : Epoch 1010 | loss: 0.0310167 | val_loss: 0.0312908 | Time: 2524.81 ms [2020-11-20 10:16:03 main:574] : INFO : Epoch 1011 | loss: 0.0310241 | val_loss: 0.0312812 | Time: 2511.64 ms [2020-11-20 10:16:06 main:574] : INFO : Epoch 1012 | loss: 0.0310097 | val_loss: 0.031281 | Time: 2527.08 ms [2020-11-20 10:16:08 main:574] : INFO : Epoch 1013 | loss: 0.0310043 | val_loss: 0.0312801 | Time: 2526.35 ms [2020-11-20 10:16:11 main:574] : INFO : Epoch 1014 | loss: 0.0310055 | val_loss: 0.0312954 | Time: 2513.04 ms [2020-11-20 10:16:13 main:574] : INFO : Epoch 1015 | loss: 0.0310105 | val_loss: 0.031294 | Time: 2531.04 ms [2020-11-20 10:16:16 main:574] : INFO : Epoch 1016 | loss: 0.031007 | val_loss: 0.0312838 | Time: 2512.91 ms [2020-11-20 10:16:18 main:574] : INFO : Epoch 1017 | loss: 0.0310058 | val_loss: 0.0312745 | Time: 2525.7 ms [2020-11-20 10:16:21 main:574] : INFO : Epoch 1018 | loss: 0.0310139 | val_loss: 0.0312758 | Time: 2526.56 ms [2020-11-20 10:16:24 main:574] : INFO : Epoch 1019 | loss: 0.0310106 | val_loss: 0.0312697 | Time: 2510.93 ms [2020-11-20 10:16:26 main:574] : INFO : Epoch 1020 | loss: 0.0310119 | val_loss: 0.0312837 | Time: 2545.79 ms [2020-11-20 10:16:29 main:574] : INFO : Epoch 1021 | loss: 0.0310099 | val_loss: 0.0312801 | Time: 2553.88 ms [2020-11-20 10:16:31 main:574] : INFO : Epoch 1022 | loss: 0.0310219 | val_loss: 0.0312601 | Time: 2555.81 ms [2020-11-20 10:16:34 main:574] : INFO : Epoch 1023 | loss: 0.0310187 | val_loss: 0.0312731 | Time: 2551.28 ms [2020-11-20 10:16:36 main:574] : INFO : Epoch 1024 | loss: 0.0310095 | val_loss: 0.0312818 | Time: 2551.41 ms [2020-11-20 10:16:37 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312818 [2020-11-20 10:16:37 main:603] : INFO : Saving end state to config to file [2020-11-20 10:16:37 main:608] : INFO : Success, exiting.. 10:16:37 (14644): 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)