Task 3236729
| Name | ParityMachine-1605152509-7048-4_0 |
| Workunit | 1515904 |
| Created | 11 Dec 2020, 11:10:35 UTC |
| Sent | 12 Dec 2020, 10:40:19 UTC |
| Report deadline | 19 Dec 2020, 10:40:19 UTC |
| Received | 12 Dec 2020, 21:05:28 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 574 |
| Run time | 45 min 21 sec |
| CPU time | 43 min 47 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 1,475.21 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.55 GB |
| Peak swap size | 3.45 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> NFO : Epoch 514 | loss: 0.0311462 | val_loss: 0.0311553 | Time: 2593.04 ms [2020-12-12 21:42:49 main:574] : INFO : Epoch 515 | loss: 0.0311462 | val_loss: 0.0311529 | Time: 2668.63 ms [2020-12-12 21:42:51 main:574] : INFO : Epoch 516 | loss: 0.0311497 | val_loss: 0.0311538 | Time: 2657.9 ms [2020-12-12 21:42:54 main:574] : INFO : Epoch 517 | loss: 0.031149 | val_loss: 0.0311572 | Time: 2610.79 ms [2020-12-12 21:42:57 main:574] : INFO : Epoch 518 | loss: 0.031147 | val_loss: 0.0311577 | Time: 2592.52 ms [2020-12-12 21:42:59 main:574] : INFO : Epoch 519 | loss: 0.0311476 | val_loss: 0.0311538 | Time: 2561.64 ms [2020-12-12 21:43:02 main:574] : INFO : Epoch 520 | loss: 0.0311438 | val_loss: 0.0311508 | Time: 2640.89 ms [2020-12-12 21:43:05 main:574] : INFO : Epoch 521 | loss: 0.031144 | val_loss: 0.0311507 | Time: 2589.42 ms [2020-12-12 21:43:07 main:574] : INFO : Epoch 522 | loss: 0.0311423 | val_loss: 0.0311518 | Time: 2565.6 ms [2020-12-12 21:43:10 main:574] : INFO : Epoch 523 | loss: 0.0311444 | val_loss: 0.0311514 | Time: 2594.86 ms [2020-12-12 21:43:13 main:574] : INFO : Epoch 524 | loss: 0.0311443 | val_loss: 0.0311505 | Time: 2639.56 ms [2020-12-12 21:43:15 main:574] : INFO : Epoch 525 | loss: 0.0311427 | val_loss: 0.0311495 | Time: 2613.59 ms [2020-12-12 21:43:18 main:574] : INFO : Epoch 526 | loss: 0.0311418 | val_loss: 0.0311516 | Time: 2582.02 ms [2020-12-12 21:43:21 main:574] : INFO : Epoch 527 | loss: 0.0311445 | val_loss: 0.0311534 | Time: 2613.81 ms [2020-12-12 21:43:23 main:574] : INFO : Epoch 528 | loss: 0.0311446 | val_loss: 0.0311517 | Time: 2589.38 ms [2020-12-12 21:43:26 main:574] : INFO : Epoch 529 | loss: 0.0311407 | val_loss: 0.0311517 | Time: 2627.7 ms [2020-12-12 21:43:29 main:574] : INFO : Epoch 530 | loss: 0.0311415 | val_loss: 0.0311531 | Time: 2666.11 ms [2020-12-12 21:43:31 main:574] : INFO : Epoch 531 | loss: 0.03114 | val_loss: 0.0311498 | Time: 2563.23 ms [2020-12-12 21:43:34 main:574] : INFO : Epoch 532 | loss: 0.0311402 | val_loss: 0.0311498 | Time: 2564.46 ms [2020-12-12 21:43:36 main:574] : INFO : Epoch 533 | loss: 0.0311401 | val_loss: 0.0311523 | Time: 2580.76 ms [2020-12-12 21:43:39 main:574] : INFO : Epoch 534 | loss: 0.0311393 | val_loss: 0.0311494 | Time: 2636.15 ms [2020-12-12 21:43:42 main:574] : INFO : Epoch 535 | loss: 0.0311388 | val_loss: 0.0311504 | Time: 2668.67 ms [2020-12-12 21:43:44 main:574] : INFO : Epoch 536 | loss: 0.0311402 | val_loss: 0.0311502 | Time: 2596.35 ms [2020-12-12 21:43:47 main:574] : INFO : Epoch 537 | loss: 0.0311398 | val_loss: 0.0311482 | Time: 2583.17 ms [2020-12-12 21:43:50 main:574] : INFO : Epoch 538 | loss: 0.0311386 | val_loss: 0.031149 | Time: 2611.78 ms [2020-12-12 21:43:52 main:574] : INFO : Epoch 539 | loss: 0.0311372 | val_loss: 0.0311468 | Time: 2561.41 ms [2020-12-12 21:43:55 main:574] : INFO : Epoch 540 | loss: 0.0311372 | val_loss: 0.03115 | Time: 2638.15 ms [2020-12-12 21:43:58 main:574] : INFO : Epoch 541 | loss: 0.0311392 | val_loss: 0.0311549 | Time: 2612.99 ms [2020-12-12 21:44:00 main:574] : INFO : Epoch 542 | loss: 0.03114 | val_loss: 0.0311524 | Time: 2593.24 ms [2020-12-12 21:44:03 main:574] : INFO : Epoch 543 | loss: 0.031139 | val_loss: 0.0311547 | Time: 2588.68 ms [2020-12-12 21:44:06 main:574] : INFO : Epoch 544 | loss: 0.0311411 | val_loss: 0.0311544 | Time: 2554.44 ms [2020-12-12 21:44:08 main:574] : INFO : Epoch 545 | loss: 0.031141 | val_loss: 0.0311531 | Time: 2546.11 ms [2020-12-12 21:44:11 main:574] : INFO : Epoch 546 | loss: 0.031139 | val_loss: 0.0311541 | Time: 2560.1 ms [2020-12-12 21:44:13 main:574] : INFO : Epoch 547 | loss: 0.031137 | val_loss: 0.0311525 | Time: 2588.64 ms [2020-12-12 21:44:16 main:574] : INFO : Epoch 548 | loss: 0.0311408 | val_loss: 0.0311514 | Time: 2621.61 ms [2020-12-12 21:44:19 main:574] : INFO : Epoch 549 | loss: 0.0311411 | val_loss: 0.0311543 | Time: 2582.12 ms [2020-12-12 21:44:21 main:574] : INFO : Epoch 550 | loss: 0.0311399 | val_loss: 0.0311538 | Time: 2544.42 ms [2020-12-12 21:44:24 main:574] : INFO : Epoch 551 | loss: 0.0311378 | val_loss: 0.0311512 | Time: 2558.4 ms [2020-12-12 21:44:27 main:574] : INFO : Epoch 552 | loss: 0.0311372 | val_loss: 0.03115 | Time: 2585.06 ms [2020-12-12 21:44:29 main:574] : INFO : Epoch 553 | loss: 0.031138 | val_loss: 0.0311532 | Time: 2584.52 ms [2020-12-12 21:44:32 main:574] : INFO : Epoch 554 | loss: 0.0311382 | val_loss: 0.0311502 | Time: 2590.38 ms [2020-12-12 21:44:34 main:574] : INFO : Epoch 555 | loss: 0.0311353 | val_loss: 0.0311489 | Time: 2552.44 ms [2020-12-12 21:44:37 main:574] : INFO : Epoch 556 | loss: 0.0311371 | val_loss: 0.0311525 | Time: 2532.27 ms [2020-12-12 21:44:40 main:574] : INFO : Epoch 557 | loss: 0.0311373 | val_loss: 0.0311455 | Time: 2575.75 ms [2020-12-12 21:44:42 main:574] : INFO : Epoch 558 | loss: 0.0311366 | val_loss: 0.0311515 | Time: 2672.04 ms [2020-12-12 21:44:45 main:574] : INFO : Epoch 559 | loss: 0.0311363 | val_loss: 0.0311507 | Time: 2646.3 ms [2020-12-12 21:44:48 main:574] : INFO : Epoch 560 | loss: 0.0311345 | val_loss: 0.0311518 | Time: 2590.2 ms [2020-12-12 21:44:50 main:574] : INFO : Epoch 561 | loss: 0.0311347 | val_loss: 0.0311478 | Time: 2633.69 ms [2020-12-12 21:44:53 main:574] : INFO : Epoch 562 | loss: 0.031136 | val_loss: 0.0311496 | Time: 2605.85 ms [2020-12-12 21:44:56 main:574] : INFO : Epoch 563 | loss: 0.0311364 | val_loss: 0.031149 | Time: 2581.89 ms [2020-12-12 21:44:58 main:574] : INFO : Epoch 564 | loss: 0.0311377 | val_loss: 0.0311482 | Time: 2559.66 ms [2020-12-12 21:45:01 main:574] : INFO : Epoch 565 | loss: 0.0311327 | val_loss: 0.0311481 | Time: 2571.02 ms [2020-12-12 21:45:04 main:574] : INFO : Epoch 566 | loss: 0.0311354 | val_loss: 0.0311467 | Time: 2590.32 ms [2020-12-12 21:45:06 main:574] : INFO : Epoch 567 | loss: 0.0311346 | val_loss: 0.0311502 | Time: 2554.47 ms [2020-12-12 21:45:09 main:574] : INFO : Epoch 568 | loss: 0.031136 | val_loss: 0.0311464 | Time: 2569.93 ms [2020-12-12 21:45:11 main:574] : INFO : Epoch 569 | loss: 0.0311337 | val_loss: 0.0311491 | Time: 2601.93 ms [2020-12-12 21:45:14 main:574] : INFO : Epoch 570 | loss: 0.031134 | val_loss: 0.0311459 | Time: 2594.42 ms [2020-12-12 21:45:17 main:574] : INFO : Epoch 571 | loss: 0.0311374 | val_loss: 0.0311601 | Time: 2611.74 ms [2020-12-12 21:45:19 main:574] : INFO : Epoch 572 | loss: 0.0311375 | val_loss: 0.0311473 | Time: 2615.33 ms [2020-12-12 21:45:22 main:574] : INFO : Epoch 573 | loss: 0.0311331 | val_loss: 0.0311486 | Time: 2639.8 ms [2020-12-12 21:45:25 main:574] : INFO : Epoch 574 | loss: 0.0311355 | val_loss: 0.0311451 | Time: 2579.08 ms [2020-12-12 21:45:27 main:574] : INFO : Epoch 575 | loss: 0.0311329 | val_loss: 0.0311487 | Time: 2610.19 ms [2020-12-12 21:45:30 main:574] : INFO : Epoch 576 | loss: 0.0311323 | val_loss: 0.0311476 | Time: 2649.38 ms [2020-12-12 21:45:33 main:574] : INFO : Epoch 577 | loss: 0.0311312 | val_loss: 0.0311488 | Time: 2581.43 ms [2020-12-12 21:45:35 main:574] : INFO : Epoch 578 | loss: 0.0311323 | val_loss: 0.0311482 | Time: 2597.37 ms [2020-12-12 21:45:38 main:574] : INFO : Epoch 579 | loss: 0.0311326 | val_loss: 0.0311537 | Time: 2580.85 ms [2020-12-12 21:45:41 main:574] : INFO : Epoch 580 | loss: 0.0311322 | val_loss: 0.0311468 | Time: 2551.14 ms [2020-12-12 21:45:43 main:574] : INFO : Epoch 581 | loss: 0.0311288 | val_loss: 0.0311483 | Time: 2575.68 ms [2020-12-12 21:45:46 main:574] : INFO : Epoch 582 | loss: 0.0311282 | val_loss: 0.0311476 | Time: 2540.65 ms [2020-12-12 21:45:49 main:574] : INFO : Epoch 583 | loss: 0.0311289 | val_loss: 0.0311473 | Time: 2615.03 ms [2020-12-12 21:45:51 main:574] : INFO : Epoch 584 | loss: 0.0311293 | val_loss: 0.0311497 | Time: 2589.46 ms [2020-12-12 21:45:54 main:574] : INFO : Epoch 585 | loss: 0.0311285 | val_loss: 0.0311504 | Time: 2637.75 ms [2020-12-12 21:45:57 main:574] : INFO : Epoch 586 | loss: 0.0311303 | val_loss: 0.0311598 | Time: 2604.92 ms [2020-12-12 21:45:59 main:574] : INFO : Epoch 587 | loss: 0.03113 | val_loss: 0.0311457 | Time: 2629.15 ms [2020-12-12 21:46:02 main:574] : INFO : Epoch 588 | loss: 0.0311277 | val_loss: 0.0311479 | Time: 2606.32 ms [2020-12-12 21:46:05 main:574] : INFO : Epoch 589 | loss: 0.0311271 | val_loss: 0.0311464 | Time: 2608.47 ms [2020-12-12 21:46:07 main:574] : INFO : Epoch 590 | loss: 0.0311292 | val_loss: 0.0311474 | Time: 2571.56 ms [2020-12-12 21:46:10 main:574] : INFO : Epoch 591 | loss: 0.0311299 | val_loss: 0.0311484 | Time: 2579.87 ms [2020-12-12 21:46:13 main:574] : INFO : Epoch 592 | loss: 0.0311283 | val_loss: 0.0311493 | Time: 2619.16 ms [2020-12-12 21:46:15 main:574] : INFO : Epoch 593 | loss: 0.0311299 | val_loss: 0.0311471 | Time: 2561.28 ms [2020-12-12 21:46:18 main:574] : INFO : Epoch 594 | loss: 0.0311299 | val_loss: 0.0311452 | Time: 2563.41 ms [2020-12-12 21:46:20 main:574] : INFO : Epoch 595 | loss: 0.0311319 | val_loss: 0.0311498 | Time: 2568.27 ms [2020-12-12 21:46:23 main:574] : INFO : Epoch 596 | loss: 0.0311283 | val_loss: 0.0311433 | Time: 2646.77 ms [2020-12-12 21:46:26 main:574] : INFO : Epoch 597 | loss: 0.031126 | val_loss: 0.0311502 | Time: 2576.54 ms [2020-12-12 21:46:28 main:574] : INFO : Epoch 598 | loss: 0.0311308 | val_loss: 0.0311421 | Time: 2647.17 ms [2020-12-12 21:46:31 main:574] : INFO : Epoch 599 | loss: 0.0311285 | val_loss: 0.0311509 | Time: 2547.24 ms [2020-12-12 21:46:34 main:574] : INFO : Epoch 600 | loss: 0.0311367 | val_loss: 0.0311449 | Time: 2570.91 ms [2020-12-12 21:46:36 main:574] : INFO : Epoch 601 | loss: 0.0311353 | val_loss: 0.0311434 | Time: 2590.21 ms [2020-12-12 21:46:39 main:574] : INFO : Epoch 602 | loss: 0.0311332 | val_loss: 0.0311429 | Time: 2584.44 ms [2020-12-12 21:46:42 main:574] : INFO : Epoch 603 | loss: 0.0311342 | val_loss: 0.0311502 | Time: 2635.62 ms [2020-12-12 21:46:44 main:574] : INFO : Epoch 604 | loss: 0.0311326 | val_loss: 0.0311425 | Time: 2568.39 ms [2020-12-12 21:46:47 main:574] : INFO : Epoch 605 | loss: 0.0311281 | val_loss: 0.0311427 | Time: 2630.72 ms [2020-12-12 21:46:49 main:574] : INFO : Epoch 606 | loss: 0.0311277 | val_loss: 0.0311443 | Time: 2584.56 ms [2020-12-12 21:46:52 main:574] : INFO : Epoch 607 | loss: 0.0311265 | val_loss: 0.031145 | Time: 2625.22 ms [2020-12-12 21:46:55 main:574] : INFO : Epoch 608 | loss: 0.0311303 | val_loss: 0.031145 | Time: 2575.42 ms [2020-12-12 21:46:57 main:574] : INFO : Epoch 609 | loss: 0.0311293 | val_loss: 0.0311444 | Time: 2614.18 ms [2020-12-12 21:47:00 main:574] : INFO : Epoch 610 | loss: 0.0311253 | val_loss: 0.0311427 | Time: 2568.36 ms [2020-12-12 21:47:03 main:574] : INFO : Epoch 611 | loss: 0.0311254 | val_loss: 0.0311445 | Time: 2591 ms [2020-12-12 21:47:05 main:574] : INFO : Epoch 612 | loss: 0.0311258 | val_loss: 0.0311448 | Time: 2612.16 ms [2020-12-12 21:47:08 main:574] : INFO : Epoch 613 | loss: 0.0311332 | val_loss: 0.0311614 | Time: 2642.05 ms [2020-12-12 21:47:11 main:574] : INFO : Epoch 614 | loss: 0.0311305 | val_loss: 0.031144 | Time: 2611.44 ms [2020-12-12 21:47:13 main:574] : INFO : Epoch 615 | loss: 0.031125 | val_loss: 0.0311439 | Time: 2583.45 ms [2020-12-12 21:47:16 main:574] : INFO : Epoch 616 | loss: 0.0311259 | val_loss: 0.0311446 | Time: 2603.82 ms [2020-12-12 21:47:19 main:574] : INFO : Epoch 617 | loss: 0.0311246 | val_loss: 0.0311439 | Time: 2589.31 ms [2020-12-12 21:47:21 main:574] : INFO : Epoch 618 | loss: 0.031124 | val_loss: 0.0311473 | Time: 2562.96 ms [2020-12-12 21:47:24 main:574] : INFO : Epoch 619 | loss: 0.0311246 | val_loss: 0.0311461 | Time: 2634.94 ms [2020-12-12 21:47:27 main:574] : INFO : Epoch 620 | loss: 0.0311249 | val_loss: 0.0311434 | Time: 2573.5 ms [2020-12-12 21:47:29 main:574] : INFO : Epoch 621 | loss: 0.0311248 | val_loss: 0.0311443 | Time: 2629.6 ms [2020-12-12 21:47:32 main:574] : INFO : Epoch 622 | loss: 0.031128 | val_loss: 0.0311469 | Time: 2546.06 ms [2020-12-12 21:47:34 main:574] : INFO : Epoch 623 | loss: 0.031124 | val_loss: 0.0311458 | Time: 2602.85 ms [2020-12-12 21:47:37 main:574] : INFO : Epoch 624 | loss: 0.0311242 | val_loss: 0.03115 | Time: 2605.3 ms [2020-12-12 21:47:40 main:574] : INFO : Epoch 625 | loss: 0.0311234 | val_loss: 0.0311451 | Time: 2575.75 ms [2020-12-12 21:47:42 main:574] : INFO : Epoch 626 | loss: 0.0311267 | val_loss: 0.0311478 | Time: 2655.4 ms [2020-12-12 21:47:45 main:574] : INFO : Epoch 627 | loss: 0.0311258 | val_loss: 0.0311436 | Time: 2575.25 ms [2020-12-12 21:47:48 main:574] : INFO : Epoch 628 | loss: 0.0311223 | val_loss: 0.0311463 | Time: 2585.01 ms [2020-12-12 21:47:50 main:574] : INFO : Epoch 629 | loss: 0.0311224 | val_loss: 0.0311532 | Time: 2615.48 ms [2020-12-12 21:47:53 main:574] : INFO : Epoch 630 | loss: 0.0311232 | val_loss: 0.031148 | Time: 2573.13 ms [2020-12-12 21:47:56 main:574] : INFO : Epoch 631 | loss: 0.031129 | val_loss: 0.0311481 | Time: 2573.75 ms [2020-12-12 21:47:58 main:574] : INFO : Epoch 632 | loss: 0.0311245 | val_loss: 0.0311448 | Time: 2587.39 ms [2020-12-12 21:48:01 main:574] : INFO : Epoch 633 | loss: 0.0311265 | val_loss: 0.0311428 | Time: 2567.52 ms [2020-12-12 21:48:03 main:574] : INFO : Epoch 634 | loss: 0.0311234 | val_loss: 0.031143 | Time: 2587.16 ms [2020-12-12 21:48:06 main:574] : INFO : Epoch 635 | loss: 0.0311247 | val_loss: 0.0311545 | Time: 2629.26 ms [2020-12-12 21:48:09 main:574] : INFO : Epoch 636 | loss: 0.0311287 | val_loss: 0.0311464 | Time: 2631.81 ms [2020-12-12 21:48:11 main:574] : INFO : Epoch 637 | loss: 0.0311289 | val_loss: 0.031142 | Time: 2556.51 ms [2020-12-12 21:48:14 main:574] : INFO : Epoch 638 | loss: 0.0311257 | val_loss: 0.0311483 | Time: 2617.13 ms [2020-12-12 21:48:17 main:574] : INFO : Epoch 639 | loss: 0.0311278 | val_loss: 0.031148 | Time: 2614.95 ms [2020-12-12 21:48:19 main:574] : INFO : Epoch 640 | loss: 0.031127 | val_loss: 0.0311502 | Time: 2559.49 ms [2020-12-12 21:48:22 main:574] : INFO : Epoch 641 | loss: 0.031127 | val_loss: 0.0311481 | Time: 2656.78 ms [2020-12-12 21:48:25 main:574] : INFO : Epoch 642 | loss: 0.0311248 | val_loss: 0.0311466 | Time: 2575.43 ms [2020-12-12 21:48:27 main:574] : INFO : Epoch 643 | loss: 0.031124 | val_loss: 0.0311431 | Time: 2598.03 ms [2020-12-12 21:48:30 main:574] : INFO : Epoch 644 | loss: 0.0311237 | val_loss: 0.0311445 | Time: 2544.3 ms [2020-12-12 21:48:33 main:574] : INFO : Epoch 645 | loss: 0.0311214 | val_loss: 0.0311433 | Time: 2584.55 ms [2020-12-12 21:48:35 main:574] : INFO : Epoch 646 | loss: 0.0311247 | val_loss: 0.0311414 | Time: 2747.55 ms [2020-12-12 21:48:38 main:574] : INFO : Epoch 647 | loss: 0.031122 | val_loss: 0.031142 | Time: 2573.77 ms [2020-12-12 21:48:41 main:574] : INFO : Epoch 648 | loss: 0.0311203 | val_loss: 0.0311431 | Time: 2548.76 ms [2020-12-12 21:48:43 main:574] : INFO : Epoch 649 | loss: 0.0311214 | val_loss: 0.0311405 | Time: 2561.43 ms [2020-12-12 21:48:46 main:574] : INFO : Epoch 650 | loss: 0.0311236 | val_loss: 0.0311449 | Time: 2633.28 ms [2020-12-12 21:48:49 main:574] : INFO : Epoch 651 | loss: 0.0311234 | val_loss: 0.0311466 | Time: 2573.98 ms [2020-12-12 21:48:51 main:574] : INFO : Epoch 652 | loss: 0.0311201 | val_loss: 0.0311458 | Time: 2647.55 ms [2020-12-12 21:48:54 main:574] : INFO : Epoch 653 | loss: 0.0311276 | val_loss: 0.031147 | Time: 2560.59 ms [2020-12-12 21:48:56 main:574] : INFO : Epoch 654 | loss: 0.0311285 | val_loss: 0.0311568 | Time: 2614.74 ms [2020-12-12 21:48:59 main:574] : INFO : Epoch 655 | loss: 0.031127 | val_loss: 0.0311615 | Time: 2563.31 ms [2020-12-12 21:49:02 main:574] : INFO : Epoch 656 | loss: 0.0311328 | val_loss: 0.0311501 | Time: 2577.8 ms [2020-12-12 21:49:04 main:574] : INFO : Epoch 657 | loss: 0.0311225 | val_loss: 0.0311489 | Time: 2550.34 ms [2020-12-12 21:49:07 main:574] : INFO : Epoch 658 | loss: 0.031122 | val_loss: 0.0311451 | Time: 2558.87 ms [2020-12-12 21:49:10 main:574] : INFO : Epoch 659 | loss: 0.03112 | val_loss: 0.0311436 | Time: 2582.81 ms [2020-12-12 21:49:12 main:574] : INFO : Epoch 660 | loss: 0.0311249 | val_loss: 0.0311455 | Time: 2597.43 ms [2020-12-12 21:49:15 main:574] : INFO : Epoch 661 | loss: 0.0311268 | val_loss: 0.0311401 | Time: 2641.53 ms [2020-12-12 21:49:18 main:574] : INFO : Epoch 662 | loss: 0.0311254 | val_loss: 0.0311463 | Time: 2564.42 ms [2020-12-12 21:49:20 main:574] : INFO : Epoch 663 | loss: 0.031123 | val_loss: 0.0311431 | Time: 2584.28 ms [2020-12-12 21:49:23 main:574] : INFO : Epoch 664 | loss: 0.0311214 | val_loss: 0.0311433 | Time: 2550.82 ms [2020-12-12 21:49:25 main:574] : INFO : Epoch 665 | loss: 0.0311212 | val_loss: 0.0311427 | Time: 2578.67 ms [2020-12-12 21:49:28 main:574] : INFO : Epoch 666 | loss: 0.0311216 | val_loss: 0.0311413 | Time: 2540.26 ms [2020-12-12 21:49:31 main:574] : INFO : Epoch 667 | loss: 0.0311218 | val_loss: 0.0311455 | Time: 2554.62 ms [2020-12-12 21:49:33 main:574] : INFO : Epoch 668 | loss: 0.0311249 | val_loss: 0.0311486 | Time: 2590.74 ms [2020-12-12 21:49:36 main:574] : INFO : Epoch 669 | loss: 0.0311264 | val_loss: 0.0311528 | Time: 2588.97 ms [2020-12-12 21:49:39 main:574] : INFO : Epoch 670 | loss: 0.0311284 | val_loss: 0.0311458 | Time: 2541.9 ms [2020-12-12 21:49:41 main:574] : INFO : Epoch 671 | loss: 0.0311296 | val_loss: 0.0311513 | Time: 2569.81 ms [2020-12-12 21:49:44 main:574] : INFO : Epoch 672 | loss: 0.0311348 | val_loss: 0.0311594 | Time: 2595.73 ms [2020-12-12 21:49:46 main:574] : INFO : Epoch 673 | loss: 0.0311359 | val_loss: 0.0311449 | Time: 2616.23 ms [2020-12-12 21:49:49 main:574] : INFO : Epoch 674 | loss: 0.0311317 | val_loss: 0.0311466 | Time: 2602.25 ms [2020-12-12 21:49:52 main:574] : INFO : Epoch 675 | loss: 0.0311269 | val_loss: 0.0311449 | Time: 2611.42 ms [2020-12-12 21:49:54 main:574] : INFO : Epoch 676 | loss: 0.0311281 | val_loss: 0.0311555 | Time: 2583.33 ms [2020-12-12 21:49:57 main:574] : INFO : Epoch 677 | loss: 0.03113 | val_loss: 0.0311477 | Time: 2593.08 ms [2020-12-12 21:50:00 main:574] : INFO : Epoch 678 | loss: 0.0311269 | val_loss: 0.0311449 | Time: 2580.89 ms [2020-12-12 21:50:02 main:574] : INFO : Epoch 679 | loss: 0.0311262 | val_loss: 0.0311456 | Time: 2544.61 ms [2020-12-12 21:50:05 main:574] : INFO : Epoch 680 | loss: 0.0311314 | val_loss: 0.0311414 | Time: 2589.49 ms [2020-12-12 21:50:08 main:574] : INFO : Epoch 681 | loss: 0.031129 | val_loss: 0.0311421 | Time: 2584.42 ms [2020-12-12 21:50:10 main:574] : INFO : Epoch 682 | loss: 0.0311262 | val_loss: 0.0311412 | Time: 2584.11 ms [2020-12-12 21:50:13 main:574] : INFO : Epoch 683 | loss: 0.0311248 | val_loss: 0.0311422 | Time: 2605.45 ms [2020-12-12 21:50:16 main:574] : INFO : Epoch 684 | loss: 0.0311236 | val_loss: 0.031143 | Time: 2627.91 ms [2020-12-12 21:50:18 main:574] : INFO : Epoch 685 | loss: 0.0311267 | val_loss: 0.0311426 | Time: 2638.1 ms [2020-12-12 21:50:21 main:574] : INFO : Epoch 686 | loss: 0.0311238 | val_loss: 0.0311437 | Time: 2541.85 ms [2020-12-12 21:50:23 main:574] : INFO : Epoch 687 | loss: 0.031124 | val_loss: 0.031146 | Time: 2561.1 ms [2020-12-12 21:50:26 main:574] : INFO : Epoch 688 | loss: 0.0311239 | val_loss: 0.0311406 | Time: 2585.59 ms [2020-12-12 21:50:29 main:574] : INFO : Epoch 689 | loss: 0.0311247 | val_loss: 0.0311477 | Time: 2550.13 ms [2020-12-12 21:50:31 main:574] : INFO : Epoch 690 | loss: 0.031125 | val_loss: 0.0311445 | Time: 2629.83 ms [2020-12-12 21:50:34 main:574] : INFO : Epoch 691 | loss: 0.0311251 | val_loss: 0.0311487 | Time: 2567.67 ms [2020-12-12 21:50:37 main:574] : INFO : Epoch 692 | loss: 0.031128 | val_loss: 0.0311442 | Time: 2598.62 ms [2020-12-12 21:50:39 main:574] : INFO : Epoch 693 | loss: 0.0311227 | val_loss: 0.0311478 | Time: 2575.18 ms [2020-12-12 21:50:42 main:574] : INFO : Epoch 694 | loss: 0.0311263 | val_loss: 0.0311429 | Time: 2592.85 ms [2020-12-12 21:50:45 main:574] : INFO : Epoch 695 | loss: 0.0311214 | val_loss: 0.0311474 | Time: 2553.54 ms [2020-12-12 21:50:47 main:574] : INFO : Epoch 696 | loss: 0.0311274 | val_loss: 0.0311439 | Time: 2597.27 ms [2020-12-12 21:50:50 main:574] : INFO : Epoch 697 | loss: 0.0311272 | val_loss: 0.0311482 | Time: 2590.18 ms [2020-12-12 21:50:52 main:574] : INFO : Epoch 698 | loss: 0.0311345 | val_loss: 0.0311451 | Time: 2584.62 ms [2020-12-12 21:50:55 main:574] : INFO : Epoch 699 | loss: 0.0311307 | val_loss: 0.0311477 | Time: 2553.32 ms [2020-12-12 21:50:58 main:574] : INFO : Epoch 700 | loss: 0.0311265 | val_loss: 0.0311458 | Time: 2590.05 ms [2020-12-12 21:51:00 main:574] : INFO : Epoch 701 | loss: 0.0311317 | val_loss: 0.0311537 | Time: 2532.62 ms [2020-12-12 21:51:03 main:574] : INFO : Epoch 702 | loss: 0.0311309 | val_loss: 0.0311468 | Time: 2559.31 ms [2020-12-12 21:51:05 main:574] : INFO : Epoch 703 | loss: 0.0311262 | val_loss: 0.0311459 | Time: 2548.44 ms [2020-12-12 21:51:08 main:574] : INFO : Epoch 704 | loss: 0.0311244 | val_loss: 0.0311503 | Time: 2596.61 ms [2020-12-12 21:51:11 main:574] : INFO : Epoch 705 | loss: 0.0311259 | val_loss: 0.031146 | Time: 2592.12 ms [2020-12-12 21:51:13 main:574] : INFO : Epoch 706 | loss: 0.0311266 | val_loss: 0.0311464 | Time: 2542.53 ms [2020-12-12 21:51:16 main:574] : INFO : Epoch 707 | loss: 0.031123 | val_loss: 0.0311488 | Time: 2566.25 ms [2020-12-12 21:51:19 main:574] : INFO : Epoch 708 | loss: 0.0311261 | val_loss: 0.0311449 | Time: 2575.82 ms [2020-12-12 21:51:21 main:574] : INFO : Epoch 709 | loss: 0.0311221 | val_loss: 0.0311481 | Time: 2602.28 ms [2020-12-12 21:51:24 main:574] : INFO : Epoch 710 | loss: 0.0311257 | val_loss: 0.0311535 | Time: 2624.56 ms [2020-12-12 21:51:27 main:574] : INFO : Epoch 711 | loss: 0.0311247 | val_loss: 0.0311424 | Time: 2601.93 ms [2020-12-12 21:51:29 main:574] : INFO : Epoch 712 | loss: 0.0311208 | val_loss: 0.0311469 | Time: 2550.75 ms [2020-12-12 21:51:32 main:574] : INFO : Epoch 713 | loss: 0.0311221 | val_loss: 0.0311563 | Time: 2599.96 ms [2020-12-12 21:51:35 main:574] : INFO : Epoch 714 | loss: 0.0311207 | val_loss: 0.0311455 | Time: 2645.02 ms [2020-12-12 21:51:37 main:574] : INFO : Epoch 715 | loss: 0.0311199 | val_loss: 0.0311465 | Time: 2598.78 ms [2020-12-12 21:51:40 main:574] : INFO : Epoch 716 | loss: 0.0311209 | val_loss: 0.031145 | Time: 2563.19 ms [2020-12-12 21:51:42 main:574] : INFO : Epoch 717 | loss: 0.0311189 | val_loss: 0.0311489 | Time: 2581.69 ms [2020-12-12 21:51:45 main:574] : INFO : Epoch 718 | loss: 0.0311201 | val_loss: 0.0311501 | Time: 2559.57 ms [2020-12-12 21:51:48 main:574] : INFO : Epoch 719 | loss: 0.0311217 | val_loss: 0.0311501 | Time: 2608.31 ms [2020-12-12 21:51:50 main:574] : INFO : Epoch 720 | loss: 0.0311197 | val_loss: 0.0311461 | Time: 2582.9 ms [2020-12-12 21:51:53 main:574] : INFO : Epoch 721 | loss: 0.0311194 | val_loss: 0.0311478 | Time: 2552.99 ms [2020-12-12 21:51:56 main:574] : INFO : Epoch 722 | loss: 0.0311235 | val_loss: 0.0311411 | Time: 2564.54 ms [2020-12-12 21:51:58 main:574] : INFO : Epoch 723 | loss: 0.0311224 | val_loss: 0.0311486 | Time: 2536.07 ms [2020-12-12 21:52:01 main:574] : INFO : Epoch 724 | loss: 0.0311209 | val_loss: 0.0311601 | Time: 2580.13 ms [2020-12-12 21:52:03 main:574] : INFO : Epoch 725 | loss: 0.0311221 | val_loss: 0.0311448 | Time: 2532.03 ms [2020-12-12 21:52:06 main:574] : INFO : Epoch 726 | loss: 0.0311198 | val_loss: 0.0311445 | Time: 2568.63 ms [2020-12-12 21:52:09 main:574] : INFO : Epoch 727 | loss: 0.03112 | val_loss: 0.0311474 | Time: 2640.3 ms [2020-12-12 21:52:11 main:574] : INFO : Epoch 728 | loss: 0.0311244 | val_loss: 0.0311552 | Time: 2546.47 ms [2020-12-12 21:52:14 main:574] : INFO : Epoch 729 | loss: 0.031123 | val_loss: 0.0311459 | Time: 2545.14 ms [2020-12-12 21:52:16 main:574] : INFO : Epoch 730 | loss: 0.0311196 | val_loss: 0.0311456 | Time: 2602.89 ms [2020-12-12 21:52:19 main:574] : INFO : Epoch 731 | loss: 0.0311181 | val_loss: 0.0311466 | Time: 2544.58 ms [2020-12-12 21:52:22 main:574] : INFO : Epoch 732 | loss: 0.0311184 | val_loss: 0.0311434 | Time: 2570.44 ms [2020-12-12 21:52:24 main:574] : INFO : Epoch 733 | loss: 0.0311221 | val_loss: 0.0311462 | Time: 2563.57 ms [2020-12-12 21:52:27 main:574] : INFO : Epoch 734 | loss: 0.0311253 | val_loss: 0.0311417 | Time: 2639.44 ms [2020-12-12 21:52:30 main:574] : INFO : Epoch 735 | loss: 0.0311278 | val_loss: 0.0311439 | Time: 2585.97 ms [2020-12-12 21:52:32 main:574] : INFO : Epoch 736 | loss: 0.0311215 | val_loss: 0.0311438 | Time: 2613.2 ms [2020-12-12 21:52:35 main:574] : INFO : Epoch 737 | loss: 0.0311219 | val_loss: 0.0311461 | Time: 2569.58 ms [2020-12-12 21:52:38 main:574] : INFO : Epoch 738 | loss: 0.0311204 | val_loss: 0.0311447 | Time: 2599.14 ms [2020-12-12 21:52:40 main:574] : INFO : Epoch 739 | loss: 0.0311181 | val_loss: 0.0311449 | Time: 2645.23 ms [2020-12-12 21:52:43 main:574] : INFO : Epoch 740 | loss: 0.0311197 | val_loss: 0.0311464 | Time: 2576.58 ms [2020-12-12 21:52:46 main:574] : INFO : Epoch 741 | loss: 0.0311185 | val_loss: 0.03115 | Time: 2630.61 ms [2020-12-12 21:52:48 main:574] : INFO : Epoch 742 | loss: 0.0311244 | val_loss: 0.0311458 | Time: 2592.18 ms [2020-12-12 21:52:51 main:574] : INFO : Epoch 743 | loss: 0.0311204 | val_loss: 0.0311401 | Time: 2561.76 ms [2020-12-12 21:52:53 main:574] : INFO : Epoch 744 | loss: 0.0311163 | val_loss: 0.031144 | Time: 2574.64 ms [2020-12-12 21:52:56 main:574] : INFO : Epoch 745 | loss: 0.0311217 | val_loss: 0.0311406 | Time: 2566.25 ms [2020-12-12 21:52:59 main:574] : INFO : Epoch 746 | loss: 0.0311197 | val_loss: 0.031145 | Time: 2610.43 ms [2020-12-12 21:53:01 main:574] : INFO : Epoch 747 | loss: 0.0311198 | val_loss: 0.0311495 | Time: 2621.51 ms [2020-12-12 21:53:04 main:574] : INFO : Epoch 748 | loss: 0.0311208 | val_loss: 0.031152 | Time: 2541.82 ms [2020-12-12 21:53:07 main:574] : INFO : Epoch 749 | loss: 0.0311226 | val_loss: 0.0311416 | Time: 2592.96 ms [2020-12-12 21:53:09 main:574] : INFO : Epoch 750 | loss: 0.0311272 | val_loss: 0.0311497 | Time: 2599.39 ms [2020-12-12 21:53:12 main:574] : INFO : Epoch 751 | loss: 0.031124 | val_loss: 0.0311486 | Time: 2626.31 ms [2020-12-12 21:53:15 main:574] : INFO : Epoch 752 | loss: 0.0311213 | val_loss: 0.0311439 | Time: 2600.04 ms [2020-12-12 21:53:17 main:574] : INFO : Epoch 753 | loss: 0.0311215 | val_loss: 0.0311448 | Time: 2669.05 ms [2020-12-12 21:53:20 main:574] : INFO : Epoch 754 | loss: 0.0311268 | val_loss: 0.0311439 | Time: 2611.95 ms [2020-12-12 21:53:23 main:574] : INFO : Epoch 755 | loss: 0.0311234 | val_loss: 0.0311441 | Time: 2571.34 ms [2020-12-12 21:53:25 main:574] : INFO : Epoch 756 | loss: 0.0311245 | val_loss: 0.0311461 | Time: 2587.56 ms [2020-12-12 21:53:28 main:574] : INFO : Epoch 757 | loss: 0.0311229 | val_loss: 0.0311437 | Time: 2642.78 ms [2020-12-12 21:53:31 main:574] : INFO : Epoch 758 | loss: 0.031123 | val_loss: 0.0311515 | Time: 2550.14 ms [2020-12-12 21:53:33 main:574] : INFO : Epoch 759 | loss: 0.031126 | val_loss: 0.0311449 | Time: 2569.07 ms [2020-12-12 21:53:36 main:574] : INFO : Epoch 760 | loss: 0.0311204 | val_loss: 0.0311464 | Time: 2566.99 ms [2020-12-12 21:53:38 main:574] : INFO : Epoch 761 | loss: 0.0311207 | val_loss: 0.0311417 | Time: 2558.67 ms [2020-12-12 21:53:41 main:574] : INFO : Epoch 762 | loss: 0.0311182 | val_loss: 0.0311458 | Time: 2557.59 ms [2020-12-12 21:53:44 main:574] : INFO : Epoch 763 | loss: 0.0311197 | val_loss: 0.0311421 | Time: 2576.27 ms [2020-12-12 21:53:46 main:574] : INFO : Epoch 764 | loss: 0.0311181 | val_loss: 0.0311407 | Time: 2635.43 ms [2020-12-12 21:53:49 main:574] : INFO : Epoch 765 | loss: 0.0311226 | val_loss: 0.0311453 | Time: 2599.24 ms [2020-12-12 21:53:52 main:574] : INFO : Epoch 766 | loss: 0.031117 | val_loss: 0.0311418 | Time: 2568.9 ms [2020-12-12 21:53:54 main:574] : INFO : Epoch 767 | loss: 0.0311162 | val_loss: 0.031141 | Time: 2558.43 ms [2020-12-12 21:53:57 main:574] : INFO : Epoch 768 | loss: 0.0311194 | val_loss: 0.031147 | Time: 2581.27 ms [2020-12-12 21:53:59 main:574] : INFO : Epoch 769 | loss: 0.031119 | val_loss: 0.0311456 | Time: 2513.91 ms [2020-12-12 21:54:02 main:574] : INFO : Epoch 770 | loss: 0.0311193 | val_loss: 0.0311428 | Time: 2654.92 ms [2020-12-12 21:54:05 main:574] : INFO : Epoch 771 | loss: 0.0311182 | val_loss: 0.0311465 | Time: 2675.76 ms [2020-12-12 21:54:07 main:574] : INFO : Epoch 772 | loss: 0.0311178 | val_loss: 0.0311433 | Time: 2570.95 ms [2020-12-12 21:54:10 main:574] : INFO : Epoch 773 | loss: 0.0311187 | val_loss: 0.0311426 | Time: 2613.21 ms [2020-12-12 21:54:13 main:574] : INFO : Epoch 774 | loss: 0.0311267 | val_loss: 0.0311444 | Time: 2629.53 ms [2020-12-12 21:54:15 main:574] : INFO : Epoch 775 | loss: 0.031123 | val_loss: 0.0311512 | Time: 2578.77 ms [2020-12-12 21:54:18 main:574] : INFO : Epoch 776 | loss: 0.0311189 | val_loss: 0.0311513 | Time: 2594.12 ms [2020-12-12 21:54:21 main:574] : INFO : Epoch 777 | loss: 0.0311179 | val_loss: 0.0311499 | Time: 2602 ms [2020-12-12 21:54:23 main:574] : INFO : Epoch 778 | loss: 0.0311201 | val_loss: 0.0311476 | Time: 2608.09 ms [2020-12-12 21:54:26 main:574] : INFO : Epoch 779 | loss: 0.0311294 | val_loss: 0.0311445 | Time: 2611.33 ms [2020-12-12 21:54:29 main:574] : INFO : Epoch 780 | loss: 0.0311222 | val_loss: 0.0311502 | Time: 2573.19 ms [2020-12-12 21:54:31 main:574] : INFO : Epoch 781 | loss: 0.031123 | val_loss: 0.0311452 | Time: 2546.86 ms [2020-12-12 21:54:34 main:574] : INFO : Epoch 782 | loss: 0.0311165 | val_loss: 0.0311422 | Time: 2581.11 ms [2020-12-12 21:54:37 main:574] : INFO : Epoch 783 | loss: 0.0311153 | val_loss: 0.0311426 | Time: 2591.49 ms [2020-12-12 21:54:39 main:574] : INFO : Epoch 784 | loss: 0.0311222 | val_loss: 0.0311644 | Time: 2548.41 ms [2020-12-12 21:54:42 main:574] : INFO : Epoch 785 | loss: 0.0311203 | val_loss: 0.031148 | Time: 2556.62 ms [2020-12-12 21:54:44 main:574] : INFO : Epoch 786 | loss: 0.0311172 | val_loss: 0.0311525 | Time: 2546.63 ms [2020-12-12 21:54:47 main:574] : INFO : Epoch 787 | loss: 0.0311225 | val_loss: 0.0311462 | Time: 2573.88 ms [2020-12-12 21:54:50 main:574] : INFO : Epoch 788 | loss: 0.0311143 | val_loss: 0.0311487 | Time: 2573.31 ms [2020-12-12 21:54:52 main:574] : INFO : Epoch 789 | loss: 0.031115 | val_loss: 0.0311472 | Time: 2605.23 ms [2020-12-12 21:54:55 main:574] : INFO : Epoch 790 | loss: 0.031115 | val_loss: 0.0311438 | Time: 2620.26 ms [2020-12-12 21:54:58 main:574] : INFO : Epoch 791 | loss: 0.0311151 | val_loss: 0.0311504 | Time: 2611.13 ms [2020-12-12 21:55:00 main:574] : INFO : Epoch 792 | loss: 0.0311218 | val_loss: 0.031147 | Time: 2607.35 ms [2020-12-12 21:55:03 main:574] : INFO : Epoch 793 | loss: 0.0311212 | val_loss: 0.0311469 | Time: 2583.56 ms [2020-12-12 21:55:06 main:574] : INFO : Epoch 794 | loss: 0.0311207 | val_loss: 0.0311407 | Time: 2562.59 ms [2020-12-12 21:55:08 main:574] : INFO : Epoch 795 | loss: 0.0311198 | val_loss: 0.0311538 | Time: 2572.26 ms [2020-12-12 21:55:11 main:574] : INFO : Epoch 796 | loss: 0.031123 | val_loss: 0.0311445 | Time: 2604.69 ms [2020-12-12 21:55:13 main:574] : INFO : Epoch 797 | loss: 0.0311206 | val_loss: 0.0311393 | Time: 2521.44 ms [2020-12-12 21:55:16 main:574] : INFO : Epoch 798 | loss: 0.0311188 | val_loss: 0.0311412 | Time: 2628.9 ms [2020-12-12 21:55:19 main:574] : INFO : Epoch 799 | loss: 0.0311197 | val_loss: 0.0311502 | Time: 2591.22 ms [2020-12-12 21:55:22 main:574] : INFO : Epoch 800 | loss: 0.0311224 | val_loss: 0.0311425 | Time: 2707.93 ms [2020-12-12 21:55:24 main:574] : INFO : Epoch 801 | loss: 0.0311196 | val_loss: 0.0311459 | Time: 2609.83 ms [2020-12-12 21:55:27 main:574] : INFO : Epoch 802 | loss: 0.0311191 | val_loss: 0.0311458 | Time: 2537.63 ms [2020-12-12 21:55:29 main:574] : INFO : Epoch 803 | loss: 0.0311189 | val_loss: 0.0311543 | Time: 2561.56 ms [2020-12-12 21:55:32 main:574] : INFO : Epoch 804 | loss: 0.0311237 | val_loss: 0.0311441 | Time: 2551.34 ms [2020-12-12 21:55:35 main:574] : INFO : Epoch 805 | loss: 0.0311281 | val_loss: 0.0311494 | Time: 2623.71 ms [2020-12-12 21:55:37 main:574] : INFO : Epoch 806 | loss: 0.0311263 | val_loss: 0.0311594 | Time: 2619.49 ms [2020-12-12 21:55:40 main:574] : INFO : Epoch 807 | loss: 0.0311215 | val_loss: 0.0311468 | Time: 2547.64 ms [2020-12-12 21:55:43 main:574] : INFO : Epoch 808 | loss: 0.0311202 | val_loss: 0.0311466 | Time: 2618.16 ms [2020-12-12 21:55:45 main:574] : INFO : Epoch 809 | loss: 0.0311169 | val_loss: 0.0311444 | Time: 2588.57 ms [2020-12-12 21:55:48 main:574] : INFO : Epoch 810 | loss: 0.0311233 | val_loss: 0.0311545 | Time: 2577.01 ms [2020-12-12 21:55:51 main:574] : INFO : Epoch 811 | loss: 0.0311269 | val_loss: 0.0311566 | Time: 2631.87 ms [2020-12-12 21:55:53 main:574] : INFO : Epoch 812 | loss: 0.031127 | val_loss: 0.0311438 | Time: 2611.63 ms [2020-12-12 21:55:56 main:574] : INFO : Epoch 813 | loss: 0.0311208 | val_loss: 0.0311533 | Time: 2536.04 ms [2020-12-12 21:55:58 main:574] : INFO : Epoch 814 | loss: 0.0311211 | val_loss: 0.0311453 | Time: 2646.14 ms [2020-12-12 21:56:01 main:574] : INFO : Epoch 815 | loss: 0.0311225 | val_loss: 0.031143 | Time: 2551.67 ms [2020-12-12 21:56:04 main:574] : INFO : Epoch 816 | loss: 0.0311199 | val_loss: 0.0311453 | Time: 2544.3 ms [2020-12-12 21:56:06 main:574] : INFO : Epoch 817 | loss: 0.0311195 | val_loss: 0.0311413 | Time: 2633.72 ms [2020-12-12 21:56:09 main:574] : INFO : Epoch 818 | loss: 0.0311193 | val_loss: 0.0311421 | Time: 2560.04 ms [2020-12-12 21:56:12 main:574] : INFO : Epoch 819 | loss: 0.0311197 | val_loss: 0.0311436 | Time: 2568.43 ms [2020-12-12 21:56:14 main:574] : INFO : Epoch 820 | loss: 0.0311178 | val_loss: 0.0311429 | Time: 2571.2 ms [2020-12-12 21:56:17 main:574] : INFO : Epoch 821 | loss: 0.0311173 | val_loss: 0.0311418 | Time: 2578.37 ms [2020-12-12 21:56:19 main:574] : INFO : Epoch 822 | loss: 0.0311166 | val_loss: 0.0311431 | Time: 2586.12 ms [2020-12-12 21:56:22 main:574] : INFO : Epoch 823 | loss: 0.0311175 | val_loss: 0.0311482 | Time: 2567.55 ms [2020-12-12 21:56:25 main:574] : INFO : Epoch 824 | loss: 0.0311156 | val_loss: 0.0311464 | Time: 2567.39 ms [2020-12-12 21:56:27 main:574] : INFO : Epoch 825 | loss: 0.0311184 | val_loss: 0.0311459 | Time: 2579.95 ms [2020-12-12 21:56:30 main:574] : INFO : Epoch 826 | loss: 0.0311212 | val_loss: 0.0311479 | Time: 2619 ms [2020-12-12 21:56:33 main:574] : INFO : Epoch 827 | loss: 0.0311148 | val_loss: 0.0311408 | Time: 2568.93 ms [2020-12-12 21:56:35 main:574] : INFO : Epoch 828 | loss: 0.0311153 | val_loss: 0.0311467 | Time: 2575.87 ms [2020-12-12 21:56:38 main:574] : INFO : Epoch 829 | loss: 0.031118 | val_loss: 0.0311457 | Time: 2565.71 ms [2020-12-12 21:56:40 main:574] : INFO : Epoch 830 | loss: 0.0311187 | val_loss: 0.0311432 | Time: 2565.44 ms [2020-12-12 21:56:43 main:574] : INFO : Epoch 831 | loss: 0.0311203 | val_loss: 0.0311556 | Time: 2577.85 ms [2020-12-12 21:56:46 main:574] : INFO : Epoch 832 | loss: 0.0311186 | val_loss: 0.0311514 | Time: 2611.89 ms [2020-12-12 21:56:48 main:574] : INFO : Epoch 833 | loss: 0.0311173 | val_loss: 0.0311438 | Time: 2627.17 ms [2020-12-12 21:56:51 main:574] : INFO : Epoch 834 | loss: 0.0311169 | val_loss: 0.0311454 | Time: 2544.66 ms [2020-12-12 21:56:54 main:574] : INFO : Epoch 835 | loss: 0.0311129 | val_loss: 0.0311455 | Time: 2552.77 ms [2020-12-12 21:56:56 main:574] : INFO : Epoch 836 | loss: 0.0311153 | val_loss: 0.0311428 | Time: 2549.29 ms [2020-12-12 21:56:59 main:574] : INFO : Epoch 837 | loss: 0.0311119 | val_loss: 0.0311432 | Time: 2600.6 ms [2020-12-12 21:57:02 main:574] : INFO : Epoch 838 | loss: 0.0311125 | val_loss: 0.0311416 | Time: 2626.71 ms [2020-12-12 21:57:04 main:574] : INFO : Epoch 839 | loss: 0.0311128 | val_loss: 0.0311465 | Time: 2591.11 ms [2020-12-12 21:57:07 main:574] : INFO : Epoch 840 | loss: 0.0311156 | val_loss: 0.0311552 | Time: 2590.47 ms [2020-12-12 21:57:10 main:574] : INFO : Epoch 841 | loss: 0.0311163 | val_loss: 0.0311455 | Time: 2598.85 ms [2020-12-12 21:57:12 main:574] : INFO : Epoch 842 | loss: 0.0311141 | val_loss: 0.0311469 | Time: 2586.16 ms [2020-12-12 21:57:15 main:574] : INFO : Epoch 843 | loss: 0.0311126 | val_loss: 0.031147 | Time: 2569.64 ms [2020-12-12 21:57:17 main:574] : INFO : Epoch 844 | loss: 0.0311125 | val_loss: 0.0311557 | Time: 2532.84 ms [2020-12-12 21:57:20 main:574] : INFO : Epoch 845 | loss: 0.0311147 | val_loss: 0.0311528 | Time: 2586.08 ms [2020-12-12 21:57:23 main:574] : INFO : Epoch 846 | loss: 0.0311166 | val_loss: 0.0311466 | Time: 2552.71 ms [2020-12-12 21:57:25 main:574] : INFO : Epoch 847 | loss: 0.0311158 | val_loss: 0.0311443 | Time: 2592.87 ms [2020-12-12 21:57:28 main:574] : INFO : Epoch 848 | loss: 0.0311145 | val_loss: 0.0311433 | Time: 2560.03 ms [2020-12-12 21:57:30 main:574] : INFO : Epoch 849 | loss: 0.0311141 | val_loss: 0.0311451 | Time: 2542.11 ms [2020-12-12 21:57:33 main:574] : INFO : Epoch 850 | loss: 0.0311172 | val_loss: 0.0311523 | Time: 2563.51 ms [2020-12-12 21:57:36 main:574] : INFO : Epoch 851 | loss: 0.0311188 | val_loss: 0.0311476 | Time: 2612.38 ms [2020-12-12 21:57:38 main:574] : INFO : Epoch 852 | loss: 0.0311191 | val_loss: 0.0311433 | Time: 2607.24 ms [2020-12-12 21:57:41 main:574] : INFO : Epoch 853 | loss: 0.0311132 | val_loss: 0.0311401 | Time: 2586.48 ms [2020-12-12 21:57:44 main:574] : INFO : Epoch 854 | loss: 0.031112 | val_loss: 0.0311485 | Time: 2590.44 ms [2020-12-12 21:57:46 main:574] : INFO : Epoch 855 | loss: 0.0311124 | val_loss: 0.0311422 | Time: 2599.87 ms [2020-12-12 21:57:49 main:574] : INFO : Epoch 856 | loss: 0.0311113 | val_loss: 0.0311449 | Time: 2652.87 ms [2020-12-12 21:57:52 main:574] : INFO : Epoch 857 | loss: 0.0311167 | val_loss: 0.0311401 | Time: 2551.5 ms [2020-12-12 21:57:54 main:574] : INFO : Epoch 858 | loss: 0.0311219 | val_loss: 0.0311442 | Time: 2612.46 ms [2020-12-12 21:57:57 main:574] : INFO : Epoch 859 | loss: 0.0311177 | val_loss: 0.0311444 | Time: 2603.74 ms [2020-12-12 21:58:00 main:574] : INFO : Epoch 860 | loss: 0.0311151 | val_loss: 0.0311427 | Time: 2594.56 ms [2020-12-12 21:58:02 main:574] : INFO : Epoch 861 | loss: 0.0311141 | val_loss: 0.0311453 | Time: 2556.35 ms [2020-12-12 21:58:05 main:574] : INFO : Epoch 862 | loss: 0.0311157 | val_loss: 0.0311473 | Time: 2559.96 ms [2020-12-12 21:58:07 main:574] : INFO : Epoch 863 | loss: 0.0311151 | val_loss: 0.0311422 | Time: 2585.39 ms [2020-12-12 21:58:10 main:574] : INFO : Epoch 864 | loss: 0.0311169 | val_loss: 0.0311469 | Time: 2586.79 ms [2020-12-12 21:58:13 main:574] : INFO : Epoch 865 | loss: 0.0311187 | val_loss: 0.0311428 | Time: 2553.67 ms [2020-12-12 21:58:15 main:574] : INFO : Epoch 866 | loss: 0.0311152 | val_loss: 0.0311494 | Time: 2572.3 ms [2020-12-12 21:58:18 main:574] : INFO : Epoch 867 | loss: 0.0311153 | val_loss: 0.0311465 | Time: 2529.23 ms [2020-12-12 21:58:20 main:574] : INFO : Epoch 868 | loss: 0.0311117 | val_loss: 0.0311521 | Time: 2558.38 ms [2020-12-12 21:58:23 main:574] : INFO : Epoch 869 | loss: 0.0311159 | val_loss: 0.0311435 | Time: 2570.61 ms [2020-12-12 21:58:26 main:574] : INFO : Epoch 870 | loss: 0.0311143 | val_loss: 0.031148 | Time: 2566.07 ms [2020-12-12 21:58:28 main:574] : INFO : Epoch 871 | loss: 0.0311206 | val_loss: 0.0311503 | Time: 2565.26 ms [2020-12-12 21:58:31 main:574] : INFO : Epoch 872 | loss: 0.0311161 | val_loss: 0.0311456 | Time: 2509.4 ms [2020-12-12 21:58:34 main:574] : INFO : Epoch 873 | loss: 0.0311113 | val_loss: 0.0311561 | Time: 2588.43 ms [2020-12-12 21:58:36 main:574] : INFO : Epoch 874 | loss: 0.0311153 | val_loss: 0.0311451 | Time: 2579.63 ms [2020-12-12 21:58:39 main:574] : INFO : Epoch 875 | loss: 0.03111 | val_loss: 0.0311425 | Time: 2559.33 ms [2020-12-12 21:58:41 main:574] : INFO : Epoch 876 | loss: 0.0311156 | val_loss: 0.0311445 | Time: 2595.41 ms [2020-12-12 21:58:44 main:574] : INFO : Epoch 877 | loss: 0.0311145 | val_loss: 0.0311492 | Time: 2610.79 ms [2020-12-12 21:58:47 main:574] : INFO : Epoch 878 | loss: 0.031112 | val_loss: 0.0311411 | Time: 2568.45 ms [2020-12-12 21:58:49 main:574] : INFO : Epoch 879 | loss: 0.0311132 | val_loss: 0.0311455 | Time: 2569.89 ms [2020-12-12 21:58:52 main:574] : INFO : Epoch 880 | loss: 0.0311115 | val_loss: 0.031149 | Time: 2569.77 ms [2020-12-12 21:58:55 main:574] : INFO : Epoch 881 | loss: 0.0311151 | val_loss: 0.0311481 | Time: 2650.15 ms [2020-12-12 21:58:57 main:574] : INFO : Epoch 882 | loss: 0.0311146 | val_loss: 0.0311493 | Time: 2559.76 ms [2020-12-12 21:59:00 main:574] : INFO : Epoch 883 | loss: 0.0311127 | val_loss: 0.0311595 | Time: 2594.61 ms [2020-12-12 21:59:02 main:574] : INFO : Epoch 884 | loss: 0.0311161 | val_loss: 0.0311437 | Time: 2573.49 ms [2020-12-12 21:59:05 main:574] : INFO : Epoch 885 | loss: 0.0311144 | val_loss: 0.0311465 | Time: 2579.97 ms [2020-12-12 21:59:08 main:574] : INFO : Epoch 886 | loss: 0.0311162 | val_loss: 0.0311533 | Time: 2588.22 ms [2020-12-12 21:59:10 main:574] : INFO : Epoch 887 | loss: 0.0311119 | val_loss: 0.0311492 | Time: 2570.84 ms [2020-12-12 21:59:13 main:574] : INFO : Epoch 888 | loss: 0.031113 | val_loss: 0.0311523 | Time: 2596.02 ms [2020-12-12 21:59:16 main:574] : INFO : Epoch 889 | loss: 0.0311152 | val_loss: 0.0311424 | Time: 2615.66 ms [2020-12-12 21:59:18 main:574] : INFO : Epoch 890 | loss: 0.0311215 | val_loss: 0.0311511 | Time: 2539.09 ms [2020-12-12 21:59:21 main:574] : INFO : Epoch 891 | loss: 0.031119 | val_loss: 0.031154 | Time: 2538.63 ms [2020-12-12 21:59:23 main:574] : INFO : Epoch 892 | loss: 0.0311138 | val_loss: 0.0311431 | Time: 2553.62 ms [2020-12-12 21:59:26 main:574] : INFO : Epoch 893 | loss: 0.0311122 | val_loss: 0.0311465 | Time: 2621.79 ms [2020-12-12 21:59:29 main:574] : INFO : Epoch 894 | loss: 0.0311129 | val_loss: 0.0311462 | Time: 2576.5 ms [2020-12-12 21:59:31 main:574] : INFO : Epoch 895 | loss: 0.0311137 | val_loss: 0.0311474 | Time: 2577.06 ms [2020-12-12 21:59:34 main:574] : INFO : Epoch 896 | loss: 0.0311127 | val_loss: 0.0311437 | Time: 2597.57 ms [2020-12-12 21:59:37 main:574] : INFO : Epoch 897 | loss: 0.031111 | val_loss: 0.0311496 | Time: 2574.46 ms [2020-12-12 21:59:39 main:574] : INFO : Epoch 898 | loss: 0.031112 | val_loss: 0.031151 | Time: 2558.55 ms [2020-12-12 21:59:42 main:574] : INFO : Epoch 899 | loss: 0.0311137 | val_loss: 0.0311447 | Time: 2579.54 ms [2020-12-12 21:59:45 main:574] : INFO : Epoch 900 | loss: 0.0311144 | val_loss: 0.0311422 | Time: 2605.33 ms [2020-12-12 21:59:47 main:574] : INFO : Epoch 901 | loss: 0.0311163 | val_loss: 0.0311474 | Time: 2605.25 ms [2020-12-12 21:59:50 main:574] : INFO : Epoch 902 | loss: 0.0311161 | val_loss: 0.0311527 | Time: 2606.81 ms [2020-12-12 21:59:53 main:574] : INFO : Epoch 903 | loss: 0.0311156 | val_loss: 0.031153 | Time: 2567.9 ms [2020-12-12 21:59:55 main:574] : INFO : Epoch 904 | loss: 0.0311135 | val_loss: 0.0311418 | Time: 2571.78 ms [2020-12-12 21:59:58 main:574] : INFO : Epoch 905 | loss: 0.031115 | val_loss: 0.0311436 | Time: 2629.92 ms [2020-12-12 22:00:00 main:574] : INFO : Epoch 906 | loss: 0.0311121 | val_loss: 0.0311446 | Time: 2539.22 ms [2020-12-12 22:00:03 main:574] : INFO : Epoch 907 | loss: 0.0311127 | val_loss: 0.0311449 | Time: 2616.3 ms [2020-12-12 22:00:06 main:574] : INFO : Epoch 908 | loss: 0.031114 | val_loss: 0.0311477 | Time: 2585.75 ms [2020-12-12 22:00:08 main:574] : INFO : Epoch 909 | loss: 0.0311198 | val_loss: 0.0311516 | Time: 2565.42 ms [2020-12-12 22:00:11 main:574] : INFO : Epoch 910 | loss: 0.0311183 | val_loss: 0.0311467 | Time: 2605.44 ms [2020-12-12 22:00:14 main:574] : INFO : Epoch 911 | loss: 0.031111 | val_loss: 0.0311503 | Time: 2644.9 ms [2020-12-12 22:00:16 main:574] : INFO : Epoch 912 | loss: 0.0311103 | val_loss: 0.0311571 | Time: 2599.37 ms [2020-12-12 22:00:19 main:574] : INFO : Epoch 913 | loss: 0.0311124 | val_loss: 0.0311521 | Time: 2632.06 ms [2020-12-12 22:00:22 main:574] : INFO : Epoch 914 | loss: 0.0311129 | val_loss: 0.0311434 | Time: 2582.52 ms [2020-12-12 22:00:24 main:574] : INFO : Epoch 915 | loss: 0.0311133 | val_loss: 0.031145 | Time: 2605.46 ms [2020-12-12 22:00:27 main:574] : INFO : Epoch 916 | loss: 0.0311142 | val_loss: 0.0311417 | Time: 2637.09 ms [2020-12-12 22:00:30 main:574] : INFO : Epoch 917 | loss: 0.0311106 | val_loss: 0.0311422 | Time: 2533.55 ms [2020-12-12 22:00:32 main:574] : INFO : Epoch 918 | loss: 0.0311104 | val_loss: 0.0311517 | Time: 2554.39 ms [2020-12-12 22:00:35 main:574] : INFO : Epoch 919 | loss: 0.0311094 | val_loss: 0.0311453 | Time: 2549.24 ms [2020-12-12 22:00:38 main:574] : INFO : Epoch 920 | loss: 0.031109 | val_loss: 0.0311495 | Time: 2620.83 ms [2020-12-12 22:00:40 main:574] : INFO : Epoch 921 | loss: 0.031112 | val_loss: 0.0311525 | Time: 2556.56 ms [2020-12-12 22:00:43 main:574] : INFO : Epoch 922 | loss: 0.031113 | val_loss: 0.03115 | Time: 2663.71 ms [2020-12-12 22:00:46 main:574] : INFO : Epoch 923 | loss: 0.0311155 | val_loss: 0.0311499 | Time: 2586.61 ms [2020-12-12 22:00:48 main:574] : INFO : Epoch 924 | loss: 0.0311123 | val_loss: 0.0311528 | Time: 2530.89 ms [2020-12-12 22:00:51 main:574] : INFO : Epoch 925 | loss: 0.0311125 | val_loss: 0.0311476 | Time: 2606.24 ms [2020-12-12 22:00:53 main:574] : INFO : Epoch 926 | loss: 0.0311147 | val_loss: 0.0311514 | Time: 2582.61 ms [2020-12-12 22:00:56 main:574] : INFO : Epoch 927 | loss: 0.0311137 | val_loss: 0.0311478 | Time: 2541.28 ms [2020-12-12 22:00:59 main:574] : INFO : Epoch 928 | loss: 0.0311127 | val_loss: 0.0311495 | Time: 2626.58 ms [2020-12-12 22:01:01 main:574] : INFO : Epoch 929 | loss: 0.0311142 | val_loss: 0.0311471 | Time: 2591.04 ms [2020-12-12 22:01:04 main:574] : INFO : Epoch 930 | loss: 0.0311112 | val_loss: 0.0311485 | Time: 2572.8 ms [2020-12-12 22:01:07 main:574] : INFO : Epoch 931 | loss: 0.0311106 | val_loss: 0.0311454 | Time: 2545.23 ms [2020-12-12 22:01:09 main:574] : INFO : Epoch 932 | loss: 0.0311106 | val_loss: 0.0311536 | Time: 2575.76 ms [2020-12-12 22:01:12 main:574] : INFO : Epoch 933 | loss: 0.0311079 | val_loss: 0.0311534 | Time: 2570.45 ms [2020-12-12 22:01:14 main:574] : INFO : Epoch 934 | loss: 0.0311148 | val_loss: 0.0311494 | Time: 2582.89 ms [2020-12-12 22:01:17 main:574] : INFO : Epoch 935 | loss: 0.0311131 | val_loss: 0.0311466 | Time: 2582.65 ms [2020-12-12 22:01:20 main:574] : INFO : Epoch 936 | loss: 0.0311163 | val_loss: 0.0311435 | Time: 2572.68 ms [2020-12-12 22:01:22 main:574] : INFO : Epoch 937 | loss: 0.0311141 | val_loss: 0.0311454 | Time: 2620.89 ms [2020-12-12 22:01:25 main:574] : INFO : Epoch 938 | loss: 0.0311147 | val_loss: 0.0311438 | Time: 2598.01 ms [2020-12-12 22:01:28 main:574] : INFO : Epoch 939 | loss: 0.0311117 | val_loss: 0.0311414 | Time: 2578.22 ms [2020-12-12 22:01:30 main:574] : INFO : Epoch 940 | loss: 0.0311123 | val_loss: 0.0311449 | Time: 2546.25 ms [2020-12-12 22:01:33 main:574] : INFO : Epoch 941 | loss: 0.0311135 | val_loss: 0.0311412 | Time: 2601.25 ms [2020-12-12 22:01:36 main:574] : INFO : Epoch 942 | loss: 0.0311113 | val_loss: 0.0311485 | Time: 2593.4 ms [2020-12-12 22:01:38 main:574] : INFO : Epoch 943 | loss: 0.0311133 | val_loss: 0.031148 | Time: 2558.25 ms [2020-12-12 22:01:41 main:574] : INFO : Epoch 944 | loss: 0.0311123 | val_loss: 0.0311468 | Time: 2584.02 ms [2020-12-12 22:01:43 main:574] : INFO : Epoch 945 | loss: 0.031109 | val_loss: 0.0311442 | Time: 2587.72 ms [2020-12-12 22:01:46 main:574] : INFO : Epoch 946 | loss: 0.0311087 | val_loss: 0.0311494 | Time: 2574.73 ms [2020-12-12 22:01:49 main:574] : INFO : Epoch 947 | loss: 0.0311115 | val_loss: 0.0311475 | Time: 2567.38 ms [2020-12-12 22:01:51 main:574] : INFO : Epoch 948 | loss: 0.0311194 | val_loss: 0.0311452 | Time: 2544.66 ms [2020-12-12 22:01:54 main:574] : INFO : Epoch 949 | loss: 0.0311276 | val_loss: 0.0311478 | Time: 2544.43 ms [2020-12-12 22:01:57 main:574] : INFO : Epoch 950 | loss: 0.0311288 | val_loss: 0.0311615 | Time: 2598.12 ms [2020-12-12 22:01:59 main:574] : INFO : Epoch 951 | loss: 0.0311271 | val_loss: 0.0311482 | Time: 2610.03 ms [2020-12-12 22:02:02 main:574] : INFO : Epoch 952 | loss: 0.031124 | val_loss: 0.0311424 | Time: 2568.44 ms [2020-12-12 22:02:04 main:574] : INFO : Epoch 953 | loss: 0.0311208 | val_loss: 0.0311408 | Time: 2543.03 ms [2020-12-12 22:02:07 main:574] : INFO : Epoch 954 | loss: 0.0311208 | val_loss: 0.0311401 | Time: 2556.25 ms [2020-12-12 22:02:10 main:574] : INFO : Epoch 955 | loss: 0.031122 | val_loss: 0.0311508 | Time: 2543.25 ms [2020-12-12 22:02:12 main:574] : INFO : Epoch 956 | loss: 0.0311291 | val_loss: 0.0311602 | Time: 2566.14 ms [2020-12-12 22:02:15 main:574] : INFO : Epoch 957 | loss: 0.0311201 | val_loss: 0.0311412 | Time: 2624.26 ms [2020-12-12 22:02:18 main:574] : INFO : Epoch 958 | loss: 0.0311157 | val_loss: 0.0311391 | Time: 2588.16 ms [2020-12-12 22:02:20 main:574] : INFO : Epoch 959 | loss: 0.0311147 | val_loss: 0.0311451 | Time: 2594.96 ms [2020-12-12 22:02:23 main:574] : INFO : Epoch 960 | loss: 0.0311182 | val_loss: 0.0311397 | Time: 2606.24 ms [2020-12-12 22:02:26 main:574] : INFO : Epoch 961 | loss: 0.031118 | val_loss: 0.0311482 | Time: 2599.64 ms [2020-12-12 22:02:28 main:574] : INFO : Epoch 962 | loss: 0.0311185 | val_loss: 0.0311416 | Time: 2635.98 ms [2020-12-12 22:02:31 main:574] : INFO : Epoch 963 | loss: 0.0311142 | val_loss: 0.0311399 | Time: 2580.74 ms [2020-12-12 22:02:34 main:574] : INFO : Epoch 964 | loss: 0.0311131 | val_loss: 0.0311449 | Time: 2625.81 ms [2020-12-12 22:02:36 main:574] : INFO : Epoch 965 | loss: 0.0311122 | val_loss: 0.0311404 | Time: 2646.6 ms [2020-12-12 22:02:39 main:574] : INFO : Epoch 966 | loss: 0.0311123 | val_loss: 0.0311445 | Time: 2595.56 ms [2020-12-12 22:02:41 main:574] : INFO : Epoch 967 | loss: 0.0311111 | val_loss: 0.0311565 | Time: 2587.89 ms [2020-12-12 22:02:44 main:574] : INFO : Epoch 968 | loss: 0.0311129 | val_loss: 0.0311384 | Time: 2588.22 ms [2020-12-12 22:02:47 main:574] : INFO : Epoch 969 | loss: 0.0311126 | val_loss: 0.0311407 | Time: 2606.12 ms [2020-12-12 22:02:49 main:574] : INFO : Epoch 970 | loss: 0.0311119 | val_loss: 0.0311467 | Time: 2578.14 ms [2020-12-12 22:02:52 main:574] : INFO : Epoch 971 | loss: 0.0311116 | val_loss: 0.0311403 | Time: 2632.44 ms [2020-12-12 22:02:55 main:574] : INFO : Epoch 972 | loss: 0.0311112 | val_loss: 0.0311427 | Time: 2537.46 ms [2020-12-12 22:02:57 main:574] : INFO : Epoch 973 | loss: 0.0311101 | val_loss: 0.0311412 | Time: 2598.36 ms [2020-12-12 22:03:00 main:574] : INFO : Epoch 974 | loss: 0.0311096 | val_loss: 0.0311419 | Time: 2585.52 ms [2020-12-12 22:03:03 main:574] : INFO : Epoch 975 | loss: 0.0311126 | val_loss: 0.0311465 | Time: 2564.98 ms [2020-12-12 22:03:05 main:574] : INFO : Epoch 976 | loss: 0.0311115 | val_loss: 0.0311464 | Time: 2572.42 ms [2020-12-12 22:03:08 main:574] : INFO : Epoch 977 | loss: 0.0311115 | val_loss: 0.0311446 | Time: 2559.86 ms [2020-12-12 22:03:10 main:574] : INFO : Epoch 978 | loss: 0.0311119 | val_loss: 0.0311396 | Time: 2586.26 ms [2020-12-12 22:03:13 main:574] : INFO : Epoch 979 | loss: 0.0311112 | val_loss: 0.0311398 | Time: 2564.51 ms [2020-12-12 22:03:16 main:574] : INFO : Epoch 980 | loss: 0.03111 | val_loss: 0.0311444 | Time: 2631.09 ms [2020-12-12 22:03:18 main:574] : INFO : Epoch 981 | loss: 0.0311093 | val_loss: 0.0311447 | Time: 2579.52 ms [2020-12-12 22:03:21 main:574] : INFO : Epoch 982 | loss: 0.0311141 | val_loss: 0.0311403 | Time: 2611.64 ms [2020-12-12 22:03:24 main:574] : INFO : Epoch 983 | loss: 0.0311119 | val_loss: 0.0311432 | Time: 2580.77 ms [2020-12-12 22:03:26 main:574] : INFO : Epoch 984 | loss: 0.0311144 | val_loss: 0.0311429 | Time: 2574.56 ms [2020-12-12 22:03:29 main:574] : INFO : Epoch 985 | loss: 0.0311122 | val_loss: 0.0311385 | Time: 2553.86 ms [2020-12-12 22:03:32 main:574] : INFO : Epoch 986 | loss: 0.0311146 | val_loss: 0.0311402 | Time: 2583.12 ms [2020-12-12 22:03:34 main:574] : INFO : Epoch 987 | loss: 0.0311146 | val_loss: 0.0311381 | Time: 2565.77 ms [2020-12-12 22:03:37 main:574] : INFO : Epoch 988 | loss: 0.0311148 | val_loss: 0.0311448 | Time: 2594.79 ms [2020-12-12 22:03:39 main:574] : INFO : Epoch 989 | loss: 0.0311253 | val_loss: 0.031152 | Time: 2564.63 ms [2020-12-12 22:03:42 main:574] : INFO : Epoch 990 | loss: 0.0311173 | val_loss: 0.0311489 | Time: 2589.03 ms [2020-12-12 22:03:45 main:574] : INFO : Epoch 991 | loss: 0.0311116 | val_loss: 0.0311508 | Time: 2555.31 ms [2020-12-12 22:03:47 main:574] : INFO : Epoch 992 | loss: 0.0311109 | val_loss: 0.0311461 | Time: 2602.76 ms [2020-12-12 22:03:50 main:574] : INFO : Epoch 993 | loss: 0.0311129 | val_loss: 0.0311448 | Time: 2552.57 ms [2020-12-12 22:03:53 main:574] : INFO : Epoch 994 | loss: 0.0311112 | val_loss: 0.0311463 | Time: 2591.47 ms [2020-12-12 22:03:55 main:574] : INFO : Epoch 995 | loss: 0.03111 | val_loss: 0.0311481 | Time: 2589.17 ms [2020-12-12 22:03:58 main:574] : INFO : Epoch 996 | loss: 0.0311115 | val_loss: 0.0311438 | Time: 2589.91 ms [2020-12-12 22:04:01 main:574] : INFO : Epoch 997 | loss: 0.03111 | val_loss: 0.031141 | Time: 2585.24 ms [2020-12-12 22:04:03 main:574] : INFO : Epoch 998 | loss: 0.0311088 | val_loss: 0.0311446 | Time: 2599.17 ms [2020-12-12 22:04:06 main:574] : INFO : Epoch 999 | loss: 0.0311082 | val_loss: 0.0311465 | Time: 2542.79 ms [2020-12-12 22:04:08 main:574] : INFO : Epoch 1000 | loss: 0.0311083 | val_loss: 0.0311475 | Time: 2623.53 ms [2020-12-12 22:04:11 main:574] : INFO : Epoch 1001 | loss: 0.0311101 | val_loss: 0.0311436 | Time: 2559.46 ms [2020-12-12 22:04:14 main:574] : INFO : Epoch 1002 | loss: 0.0311084 | val_loss: 0.0311465 | Time: 2590.21 ms [2020-12-12 22:04:16 main:574] : INFO : Epoch 1003 | loss: 0.0311076 | val_loss: 0.0311509 | Time: 2604 ms [2020-12-12 22:04:19 main:574] : INFO : Epoch 1004 | loss: 0.0311091 | val_loss: 0.0311453 | Time: 2538.57 ms [2020-12-12 22:04:22 main:574] : INFO : Epoch 1005 | loss: 0.0311078 | val_loss: 0.0311434 | Time: 2634.3 ms [2020-12-12 22:04:24 main:574] : INFO : Epoch 1006 | loss: 0.0311084 | val_loss: 0.0311492 | Time: 2560.85 ms [2020-12-12 22:04:27 main:574] : INFO : Epoch 1007 | loss: 0.0311095 | val_loss: 0.0311514 | Time: 2603.87 ms [2020-12-12 22:04:30 main:574] : INFO : Epoch 1008 | loss: 0.0311089 | val_loss: 0.0311427 | Time: 2598.29 ms [2020-12-12 22:04:32 main:574] : INFO : Epoch 1009 | loss: 0.0311106 | val_loss: 0.0311529 | Time: 2618.88 ms [2020-12-12 22:04:35 main:574] : INFO : Epoch 1010 | loss: 0.0311175 | val_loss: 0.0311403 | Time: 2583.44 ms [2020-12-12 22:04:37 main:574] : INFO : Epoch 1011 | loss: 0.0311144 | val_loss: 0.0311425 | Time: 2584.55 ms [2020-12-12 22:04:40 main:574] : INFO : Epoch 1012 | loss: 0.0311109 | val_loss: 0.0311432 | Time: 2646.57 ms [2020-12-12 22:04:43 main:574] : INFO : Epoch 1013 | loss: 0.0311158 | val_loss: 0.031143 | Time: 2547.16 ms [2020-12-12 22:04:45 main:574] : INFO : Epoch 1014 | loss: 0.0311114 | val_loss: 0.0311434 | Time: 2638.57 ms [2020-12-12 22:04:48 main:574] : INFO : Epoch 1015 | loss: 0.0311096 | val_loss: 0.0311442 | Time: 2586.82 ms [2020-12-12 22:04:51 main:574] : INFO : Epoch 1016 | loss: 0.0311113 | val_loss: 0.0311442 | Time: 2595.01 ms [2020-12-12 22:04:53 main:574] : INFO : Epoch 1017 | loss: 0.0311128 | val_loss: 0.0311441 | Time: 2579.92 ms [2020-12-12 22:04:56 main:574] : INFO : Epoch 1018 | loss: 0.031111 | val_loss: 0.0311538 | Time: 2577.32 ms [2020-12-12 22:04:59 main:574] : INFO : Epoch 1019 | loss: 0.0311111 | val_loss: 0.031143 | Time: 2618.53 ms [2020-12-12 22:05:01 main:574] : INFO : Epoch 1020 | loss: 0.031109 | val_loss: 0.0311406 | Time: 2549.94 ms [2020-12-12 22:05:04 main:574] : INFO : Epoch 1021 | loss: 0.0311116 | val_loss: 0.0311419 | Time: 2645.1 ms [2020-12-12 22:05:07 main:574] : INFO : Epoch 1022 | loss: 0.0311074 | val_loss: 0.0311438 | Time: 2587.23 ms [2020-12-12 22:05:09 main:574] : INFO : Epoch 1023 | loss: 0.0311083 | val_loss: 0.0311534 | Time: 2609.54 ms [2020-12-12 22:05:12 main:574] : INFO : Epoch 1024 | loss: 0.0311097 | val_loss: 0.0311504 | Time: 2562.96 ms [2020-12-12 22:05:12 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311504 [2020-12-12 22:05:12 main:603] : INFO : Saving end state to config to file [2020-12-12 22:05:12 main:608] : INFO : Success, exiting.. 22:05:12 (6104): 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)