Task 3752034
| Name | ParityModified-1606530525-1431-10_0 |
| Workunit | 1928723 |
| Created | 21 Jan 2021, 20:19:34 UTC |
| Sent | 21 Jan 2021, 22:56:10 UTC |
| Report deadline | 28 Jan 2021, 22:56:10 UTC |
| Received | 22 Jan 2021, 7:29:45 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 2876 |
| Run time | 45 min 10 sec |
| CPU time | 40 min 47 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 11,344.54 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.71 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 514 | loss: 0.0311611 | val_loss: 0.031169 | Time: 2578.8 ms
[2021-01-21 22:54:47 main:574] : INFO : Epoch 515 | loss: 0.0311612 | val_loss: 0.0311669 | Time: 2592.19 ms
[2021-01-21 22:54:50 main:574] : INFO : Epoch 516 | loss: 0.0311546 | val_loss: 0.0311618 | Time: 2611.23 ms
[2021-01-21 22:54:52 main:574] : INFO : Epoch 517 | loss: 0.0311508 | val_loss: 0.0311609 | Time: 2546.03 ms
[2021-01-21 22:54:55 main:574] : INFO : Epoch 518 | loss: 0.0311506 | val_loss: 0.0311617 | Time: 2576.98 ms
[2021-01-21 22:54:57 main:574] : INFO : Epoch 519 | loss: 0.0311504 | val_loss: 0.0311637 | Time: 2577.42 ms
[2021-01-21 22:55:00 main:574] : INFO : Epoch 520 | loss: 0.0311493 | val_loss: 0.0311609 | Time: 2526.34 ms
[2021-01-21 22:55:03 main:574] : INFO : Epoch 521 | loss: 0.0311467 | val_loss: 0.0311601 | Time: 2586.29 ms
[2021-01-21 22:55:05 main:574] : INFO : Epoch 522 | loss: 0.0311472 | val_loss: 0.0311599 | Time: 2556.94 ms
[2021-01-21 22:55:08 main:574] : INFO : Epoch 523 | loss: 0.0311458 | val_loss: 0.0311598 | Time: 2591.78 ms
[2021-01-21 22:55:11 main:574] : INFO : Epoch 524 | loss: 0.0311443 | val_loss: 0.031159 | Time: 2562.34 ms
[2021-01-21 22:55:13 main:574] : INFO : Epoch 525 | loss: 0.0311437 | val_loss: 0.0311598 | Time: 2632.15 ms
[2021-01-21 22:55:16 main:574] : INFO : Epoch 526 | loss: 0.031143 | val_loss: 0.031162 | Time: 2613.66 ms
[2021-01-21 22:55:19 main:574] : INFO : Epoch 527 | loss: 0.0311446 | val_loss: 0.0311595 | Time: 2547.94 ms
[2021-01-21 22:55:21 main:574] : INFO : Epoch 528 | loss: 0.0311429 | val_loss: 0.0311579 | Time: 2531.72 ms
[2021-01-21 22:55:24 main:574] : INFO : Epoch 529 | loss: 0.0311422 | val_loss: 0.0311623 | Time: 2527 ms
[2021-01-21 22:55:26 main:574] : INFO : Epoch 530 | loss: 0.0311437 | val_loss: 0.0311598 | Time: 2594.83 ms
[2021-01-21 22:55:29 main:574] : INFO : Epoch 531 | loss: 0.0311418 | val_loss: 0.0311578 | Time: 2624.36 ms
[2021-01-21 22:55:32 main:574] : INFO : Epoch 532 | loss: 0.031141 | val_loss: 0.0311566 | Time: 2552.14 ms
[2021-01-21 22:55:34 main:574] : INFO : Epoch 533 | loss: 0.031141 | val_loss: 0.031157 | Time: 2586.42 ms
[2021-01-21 22:55:37 main:574] : INFO : Epoch 534 | loss: 0.031143 | val_loss: 0.0311619 | Time: 2525.36 ms
[2021-01-21 22:55:40 main:574] : INFO : Epoch 535 | loss: 0.0311433 | val_loss: 0.0311619 | Time: 2627.35 ms
[2021-01-21 22:55:42 main:574] : INFO : Epoch 536 | loss: 0.0311429 | val_loss: 0.0311606 | Time: 2528.48 ms
[2021-01-21 22:55:45 main:574] : INFO : Epoch 537 | loss: 0.0311451 | val_loss: 0.0311653 | Time: 2529.75 ms
[2021-01-21 22:55:48 main:574] : INFO : Epoch 538 | loss: 0.031144 | val_loss: 0.0311619 | Time: 2612.09 ms
[2021-01-21 22:55:50 main:574] : INFO : Epoch 539 | loss: 0.0311431 | val_loss: 0.0311615 | Time: 2579.9 ms
[2021-01-21 22:55:53 main:574] : INFO : Epoch 540 | loss: 0.0311424 | val_loss: 0.0311609 | Time: 2568.49 ms
[2021-01-21 22:55:55 main:574] : INFO : Epoch 541 | loss: 0.0311422 | val_loss: 0.0311614 | Time: 2592.41 ms
[2021-01-21 22:55:58 main:574] : INFO : Epoch 542 | loss: 0.0311412 | val_loss: 0.031166 | Time: 2567.13 ms
[2021-01-21 22:56:01 main:574] : INFO : Epoch 543 | loss: 0.0311432 | val_loss: 0.0311629 | Time: 2546.23 ms
[2021-01-21 22:56:03 main:574] : INFO : Epoch 544 | loss: 0.0311441 | val_loss: 0.0311633 | Time: 2633.27 ms
[2021-01-21 22:56:06 main:574] : INFO : Epoch 545 | loss: 0.0311426 | val_loss: 0.0311627 | Time: 2549.56 ms
[2021-01-21 22:56:09 main:574] : INFO : Epoch 546 | loss: 0.0311417 | val_loss: 0.0311606 | Time: 2606.18 ms
[2021-01-21 22:56:11 main:574] : INFO : Epoch 547 | loss: 0.0311414 | val_loss: 0.031161 | Time: 2559.91 ms
[2021-01-21 22:56:14 main:574] : INFO : Epoch 548 | loss: 0.0311446 | val_loss: 0.0311629 | Time: 2578.12 ms
[2021-01-21 22:56:17 main:574] : INFO : Epoch 549 | loss: 0.0311433 | val_loss: 0.0311619 | Time: 2537.01 ms
[2021-01-21 22:56:19 main:574] : INFO : Epoch 550 | loss: 0.0311443 | val_loss: 0.0311638 | Time: 2551.21 ms
[2021-01-21 22:56:22 main:574] : INFO : Epoch 551 | loss: 0.031143 | val_loss: 0.0311628 | Time: 2525.65 ms
[2021-01-21 22:56:24 main:574] : INFO : Epoch 552 | loss: 0.0311426 | val_loss: 0.0311593 | Time: 2532.63 ms
[2021-01-21 22:56:27 main:574] : INFO : Epoch 553 | loss: 0.0311417 | val_loss: 0.03116 | Time: 2592.36 ms
[2021-01-21 22:56:30 main:574] : INFO : Epoch 554 | loss: 0.0311464 | val_loss: 0.0311626 | Time: 2531.8 ms
[2021-01-21 22:56:32 main:574] : INFO : Epoch 555 | loss: 0.0311449 | val_loss: 0.0311604 | Time: 2584.7 ms
[2021-01-21 22:56:35 main:574] : INFO : Epoch 556 | loss: 0.0311425 | val_loss: 0.0311602 | Time: 2552.72 ms
[2021-01-21 22:56:38 main:574] : INFO : Epoch 557 | loss: 0.0311432 | val_loss: 0.0311597 | Time: 2567.76 ms
[2021-01-21 22:56:40 main:574] : INFO : Epoch 558 | loss: 0.0311426 | val_loss: 0.0311593 | Time: 2550.72 ms
[2021-01-21 22:56:43 main:574] : INFO : Epoch 559 | loss: 0.0311436 | val_loss: 0.0311574 | Time: 2544.83 ms
[2021-01-21 22:56:45 main:574] : INFO : Epoch 560 | loss: 0.0311404 | val_loss: 0.0311578 | Time: 2525.12 ms
[2021-01-21 22:56:48 main:574] : INFO : Epoch 561 | loss: 0.0311406 | val_loss: 0.0311592 | Time: 2583.52 ms
[2021-01-21 22:56:51 main:574] : INFO : Epoch 562 | loss: 0.0311423 | val_loss: 0.0311584 | Time: 2580.67 ms
[2021-01-21 22:56:53 main:574] : INFO : Epoch 563 | loss: 0.0311418 | val_loss: 0.0311596 | Time: 2601.19 ms
[2021-01-21 22:56:56 main:574] : INFO : Epoch 564 | loss: 0.0311408 | val_loss: 0.0311605 | Time: 2595.29 ms
[2021-01-21 22:56:59 main:574] : INFO : Epoch 565 | loss: 0.0311409 | val_loss: 0.03116 | Time: 2548.37 ms
[2021-01-21 22:57:01 main:574] : INFO : Epoch 566 | loss: 0.0311415 | val_loss: 0.0311588 | Time: 2568.75 ms
[2021-01-21 22:57:04 main:574] : INFO : Epoch 567 | loss: 0.0311407 | val_loss: 0.0311572 | Time: 2577.41 ms
[2021-01-21 22:57:07 main:574] : INFO : Epoch 568 | loss: 0.0311408 | val_loss: 0.0311569 | Time: 2527.28 ms
[2021-01-21 22:57:09 main:574] : INFO : Epoch 569 | loss: 0.0311405 | val_loss: 0.0311603 | Time: 2556.35 ms
[2021-01-21 22:57:12 main:574] : INFO : Epoch 570 | loss: 0.0311403 | val_loss: 0.0311584 | Time: 2528.64 ms
[2021-01-21 22:57:14 main:574] : INFO : Epoch 571 | loss: 0.0311398 | val_loss: 0.0311577 | Time: 2529.8 ms
[2021-01-21 22:57:17 main:574] : INFO : Epoch 572 | loss: 0.0311398 | val_loss: 0.0311577 | Time: 2614.82 ms
[2021-01-21 22:57:20 main:574] : INFO : Epoch 573 | loss: 0.0311385 | val_loss: 0.03116 | Time: 2578 ms
[2021-01-21 22:57:22 main:574] : INFO : Epoch 574 | loss: 0.031139 | val_loss: 0.0311615 | Time: 2526.51 ms
[2021-01-21 22:57:25 main:574] : INFO : Epoch 575 | loss: 0.0311387 | val_loss: 0.0311599 | Time: 2550.95 ms
[2021-01-21 22:57:27 main:574] : INFO : Epoch 576 | loss: 0.0311381 | val_loss: 0.0311618 | Time: 2529.26 ms
[2021-01-21 22:57:30 main:574] : INFO : Epoch 577 | loss: 0.031139 | val_loss: 0.0311593 | Time: 2614.65 ms
[2021-01-21 22:57:33 main:574] : INFO : Epoch 578 | loss: 0.0311377 | val_loss: 0.0311597 | Time: 2599.35 ms
[2021-01-21 22:57:35 main:574] : INFO : Epoch 579 | loss: 0.031138 | val_loss: 0.0311599 | Time: 2561.2 ms
[2021-01-21 22:57:38 main:574] : INFO : Epoch 580 | loss: 0.0311367 | val_loss: 0.0311635 | Time: 2552.38 ms
[2021-01-21 22:57:40 main:574] : INFO : Epoch 581 | loss: 0.0311386 | val_loss: 0.0311586 | Time: 2539.07 ms
[2021-01-21 22:57:43 main:574] : INFO : Epoch 582 | loss: 0.0311399 | val_loss: 0.0311669 | Time: 2551.43 ms
[2021-01-21 22:57:46 main:574] : INFO : Epoch 583 | loss: 0.0311414 | val_loss: 0.0311591 | Time: 2563.12 ms
[2021-01-21 22:57:48 main:574] : INFO : Epoch 584 | loss: 0.0311397 | val_loss: 0.0311603 | Time: 2609.68 ms
[2021-01-21 22:57:51 main:574] : INFO : Epoch 585 | loss: 0.0311375 | val_loss: 0.031159 | Time: 2621.03 ms
[2021-01-21 22:57:54 main:574] : INFO : Epoch 586 | loss: 0.0311386 | val_loss: 0.0311618 | Time: 2552.98 ms
[2021-01-21 22:57:56 main:574] : INFO : Epoch 587 | loss: 0.0311394 | val_loss: 0.031161 | Time: 2597.52 ms
[2021-01-21 22:57:59 main:574] : INFO : Epoch 588 | loss: 0.0311366 | val_loss: 0.0311617 | Time: 2583.33 ms
[2021-01-21 22:58:02 main:574] : INFO : Epoch 589 | loss: 0.0311375 | val_loss: 0.0311585 | Time: 2596.54 ms
[2021-01-21 22:58:04 main:574] : INFO : Epoch 590 | loss: 0.0311388 | val_loss: 0.0311577 | Time: 2569.81 ms
[2021-01-21 22:58:07 main:574] : INFO : Epoch 591 | loss: 0.0311369 | val_loss: 0.0311576 | Time: 2603.72 ms
[2021-01-21 22:58:10 main:574] : INFO : Epoch 592 | loss: 0.0311373 | val_loss: 0.0311592 | Time: 2569.21 ms
[2021-01-21 22:58:12 main:574] : INFO : Epoch 593 | loss: 0.0311365 | val_loss: 0.0311581 | Time: 2624.34 ms
[2021-01-21 22:58:15 main:574] : INFO : Epoch 594 | loss: 0.0311374 | val_loss: 0.0311555 | Time: 2619.18 ms
[2021-01-21 22:58:18 main:574] : INFO : Epoch 595 | loss: 0.0311362 | val_loss: 0.0311566 | Time: 2585.53 ms
[2021-01-21 22:58:20 main:574] : INFO : Epoch 596 | loss: 0.0311352 | val_loss: 0.0311551 | Time: 2527.77 ms
[2021-01-21 22:58:23 main:574] : INFO : Epoch 597 | loss: 0.0311347 | val_loss: 0.0311568 | Time: 2528.65 ms
[2021-01-21 22:58:25 main:574] : INFO : Epoch 598 | loss: 0.031136 | val_loss: 0.031157 | Time: 2599.59 ms
[2021-01-21 22:58:28 main:574] : INFO : Epoch 599 | loss: 0.0311368 | val_loss: 0.0311533 | Time: 2548.23 ms
[2021-01-21 22:58:31 main:574] : INFO : Epoch 600 | loss: 0.0311363 | val_loss: 0.0311564 | Time: 2531.16 ms
[2021-01-21 22:58:33 main:574] : INFO : Epoch 601 | loss: 0.0311358 | val_loss: 0.0311553 | Time: 2592.13 ms
[2021-01-21 22:58:36 main:574] : INFO : Epoch 602 | loss: 0.031135 | val_loss: 0.0311551 | Time: 2530.94 ms
[2021-01-21 22:58:38 main:574] : INFO : Epoch 603 | loss: 0.0311362 | val_loss: 0.0311551 | Time: 2622.76 ms
[2021-01-21 22:58:41 main:574] : INFO : Epoch 604 | loss: 0.0311339 | val_loss: 0.0311568 | Time: 2601.99 ms
[2021-01-21 22:58:44 main:574] : INFO : Epoch 605 | loss: 0.0311331 | val_loss: 0.0311584 | Time: 2556.27 ms
[2021-01-21 22:58:46 main:574] : INFO : Epoch 606 | loss: 0.0311357 | val_loss: 0.0311579 | Time: 2531.53 ms
[2021-01-21 22:58:49 main:574] : INFO : Epoch 607 | loss: 0.0311355 | val_loss: 0.0311578 | Time: 2551.29 ms
[2021-01-21 22:58:52 main:574] : INFO : Epoch 608 | loss: 0.0311343 | val_loss: 0.0311564 | Time: 2558.88 ms
[2021-01-21 22:58:54 main:574] : INFO : Epoch 609 | loss: 0.0311333 | val_loss: 0.0311568 | Time: 2535.15 ms
[2021-01-21 22:58:57 main:574] : INFO : Epoch 610 | loss: 0.0311338 | val_loss: 0.031156 | Time: 2527.59 ms
[2021-01-21 22:58:59 main:574] : INFO : Epoch 611 | loss: 0.0311351 | val_loss: 0.031157 | Time: 2552.72 ms
[2021-01-21 22:59:02 main:574] : INFO : Epoch 612 | loss: 0.0311366 | val_loss: 0.031157 | Time: 2529.82 ms
[2021-01-21 22:59:05 main:574] : INFO : Epoch 613 | loss: 0.0311369 | val_loss: 0.0311546 | Time: 2559.45 ms
[2021-01-21 22:59:07 main:574] : INFO : Epoch 614 | loss: 0.031134 | val_loss: 0.0311556 | Time: 2529.56 ms
[2021-01-21 22:59:10 main:574] : INFO : Epoch 615 | loss: 0.0311336 | val_loss: 0.0311561 | Time: 2530.6 ms
[2021-01-21 22:59:12 main:574] : INFO : Epoch 616 | loss: 0.0311325 | val_loss: 0.031155 | Time: 2528.76 ms
[2021-01-21 22:59:15 main:574] : INFO : Epoch 617 | loss: 0.0311353 | val_loss: 0.0311579 | Time: 2608.71 ms
[2021-01-21 22:59:18 main:574] : INFO : Epoch 618 | loss: 0.0311387 | val_loss: 0.0311579 | Time: 2583.75 ms
[2021-01-21 22:59:20 main:574] : INFO : Epoch 619 | loss: 0.0311375 | val_loss: 0.0311557 | Time: 2529.07 ms
[2021-01-21 22:59:23 main:574] : INFO : Epoch 620 | loss: 0.0311358 | val_loss: 0.0311561 | Time: 2532.55 ms
[2021-01-21 22:59:25 main:574] : INFO : Epoch 621 | loss: 0.0311357 | val_loss: 0.0311552 | Time: 2547.52 ms
[2021-01-21 22:59:28 main:574] : INFO : Epoch 622 | loss: 0.0311344 | val_loss: 0.031156 | Time: 2584.25 ms
[2021-01-21 22:59:31 main:574] : INFO : Epoch 623 | loss: 0.031137 | val_loss: 0.031154 | Time: 2597.41 ms
[2021-01-21 22:59:33 main:574] : INFO : Epoch 624 | loss: 0.0311364 | val_loss: 0.0311526 | Time: 2580.11 ms
[2021-01-21 22:59:36 main:574] : INFO : Epoch 625 | loss: 0.0311338 | val_loss: 0.0311524 | Time: 2553.97 ms
[2021-01-21 22:59:39 main:574] : INFO : Epoch 626 | loss: 0.0311344 | val_loss: 0.0311538 | Time: 2544.74 ms
[2021-01-21 22:59:41 main:574] : INFO : Epoch 627 | loss: 0.0311333 | val_loss: 0.0311509 | Time: 2561.76 ms
[2021-01-21 22:59:44 main:574] : INFO : Epoch 628 | loss: 0.0311317 | val_loss: 0.0311532 | Time: 2533.13 ms
[2021-01-21 22:59:47 main:574] : INFO : Epoch 629 | loss: 0.031132 | val_loss: 0.0311531 | Time: 2636.5 ms
[2021-01-21 22:59:49 main:574] : INFO : Epoch 630 | loss: 0.031133 | val_loss: 0.0311557 | Time: 2528.6 ms
[2021-01-21 22:59:52 main:574] : INFO : Epoch 631 | loss: 0.0311327 | val_loss: 0.0311539 | Time: 2529.45 ms
[2021-01-21 22:59:54 main:574] : INFO : Epoch 632 | loss: 0.031133 | val_loss: 0.031155 | Time: 2601.02 ms
[2021-01-21 22:59:57 main:574] : INFO : Epoch 633 | loss: 0.031135 | val_loss: 0.0311499 | Time: 2542.82 ms
[2021-01-21 23:00:00 main:574] : INFO : Epoch 634 | loss: 0.0311348 | val_loss: 0.0311515 | Time: 2536.63 ms
[2021-01-21 23:00:02 main:574] : INFO : Epoch 635 | loss: 0.0311343 | val_loss: 0.0311503 | Time: 2598.89 ms
[2021-01-21 23:00:05 main:574] : INFO : Epoch 636 | loss: 0.0311333 | val_loss: 0.031151 | Time: 2553.94 ms
[2021-01-21 23:00:07 main:574] : INFO : Epoch 637 | loss: 0.0311333 | val_loss: 0.0311516 | Time: 2565.29 ms
[2021-01-21 23:00:10 main:574] : INFO : Epoch 638 | loss: 0.03114 | val_loss: 0.0311549 | Time: 2649.01 ms
[2021-01-21 23:00:13 main:574] : INFO : Epoch 639 | loss: 0.0311413 | val_loss: 0.0311556 | Time: 2559.1 ms
[2021-01-21 23:00:15 main:574] : INFO : Epoch 640 | loss: 0.0311404 | val_loss: 0.0311531 | Time: 2579.16 ms
[2021-01-21 23:00:18 main:574] : INFO : Epoch 641 | loss: 0.0311387 | val_loss: 0.0311533 | Time: 2596.61 ms
[2021-01-21 23:00:21 main:574] : INFO : Epoch 642 | loss: 0.0311388 | val_loss: 0.0311538 | Time: 2576.21 ms
[2021-01-21 23:00:23 main:574] : INFO : Epoch 643 | loss: 0.0311387 | val_loss: 0.031157 | Time: 2601.41 ms
[2021-01-21 23:00:26 main:574] : INFO : Epoch 644 | loss: 0.0311407 | val_loss: 0.0311586 | Time: 2662.76 ms
[2021-01-21 23:00:29 main:574] : INFO : Epoch 645 | loss: 0.0311391 | val_loss: 0.0311555 | Time: 2575.72 ms
[2021-01-21 23:00:31 main:574] : INFO : Epoch 646 | loss: 0.0311392 | val_loss: 0.031154 | Time: 2534.61 ms
[2021-01-21 23:00:34 main:574] : INFO : Epoch 647 | loss: 0.0311391 | val_loss: 0.0311543 | Time: 2555.55 ms
[2021-01-21 23:00:37 main:574] : INFO : Epoch 648 | loss: 0.0311363 | val_loss: 0.0311524 | Time: 2611 ms
[2021-01-21 23:00:39 main:574] : INFO : Epoch 649 | loss: 0.0311362 | val_loss: 0.0311549 | Time: 2556.73 ms
[2021-01-21 23:00:42 main:574] : INFO : Epoch 650 | loss: 0.031142 | val_loss: 0.0311635 | Time: 2609.36 ms
[2021-01-21 23:00:45 main:574] : INFO : Epoch 651 | loss: 0.0311427 | val_loss: 0.0311633 | Time: 2667.7 ms
[2021-01-21 23:00:47 main:574] : INFO : Epoch 652 | loss: 0.0311399 | val_loss: 0.0311568 | Time: 2530.24 ms
[2021-01-21 23:00:50 main:574] : INFO : Epoch 653 | loss: 0.0311364 | val_loss: 0.0311514 | Time: 2608.31 ms
[2021-01-21 23:00:53 main:574] : INFO : Epoch 654 | loss: 0.0311362 | val_loss: 0.0311507 | Time: 2585.42 ms
[2021-01-21 23:00:55 main:574] : INFO : Epoch 655 | loss: 0.031135 | val_loss: 0.0311533 | Time: 2562.96 ms
[2021-01-21 23:00:58 main:574] : INFO : Epoch 656 | loss: 0.031135 | val_loss: 0.0311502 | Time: 2547.31 ms
[2021-01-21 23:01:00 main:574] : INFO : Epoch 657 | loss: 0.0311351 | val_loss: 0.0311502 | Time: 2589.67 ms
[2021-01-21 23:01:03 main:574] : INFO : Epoch 658 | loss: 0.0311372 | val_loss: 0.0311565 | Time: 2539.06 ms
[2021-01-21 23:01:06 main:574] : INFO : Epoch 659 | loss: 0.0311405 | val_loss: 0.0311548 | Time: 2624.5 ms
[2021-01-21 23:01:08 main:574] : INFO : Epoch 660 | loss: 0.0311399 | val_loss: 0.0311543 | Time: 2534.12 ms
[2021-01-21 23:01:11 main:574] : INFO : Epoch 661 | loss: 0.0311393 | val_loss: 0.0311579 | Time: 2534.59 ms
[2021-01-21 23:01:14 main:574] : INFO : Epoch 662 | loss: 0.0311395 | val_loss: 0.031154 | Time: 2567.29 ms
[2021-01-21 23:01:16 main:574] : INFO : Epoch 663 | loss: 0.0311378 | val_loss: 0.0311553 | Time: 2539.09 ms
[2021-01-21 23:01:19 main:574] : INFO : Epoch 664 | loss: 0.0311385 | val_loss: 0.0311582 | Time: 2562.69 ms
[2021-01-21 23:01:21 main:574] : INFO : Epoch 665 | loss: 0.0311386 | val_loss: 0.0311545 | Time: 2529 ms
[2021-01-21 23:01:24 main:574] : INFO : Epoch 666 | loss: 0.0311393 | val_loss: 0.0311552 | Time: 2572.77 ms
[2021-01-21 23:01:26 main:574] : INFO : Epoch 667 | loss: 0.0311398 | val_loss: 0.031156 | Time: 2529.13 ms
[2021-01-21 23:01:29 main:574] : INFO : Epoch 668 | loss: 0.0311372 | val_loss: 0.0311615 | Time: 2525.99 ms
[2021-01-21 23:01:32 main:574] : INFO : Epoch 669 | loss: 0.0311388 | val_loss: 0.0311547 | Time: 2527.37 ms
[2021-01-21 23:01:34 main:574] : INFO : Epoch 670 | loss: 0.0311354 | val_loss: 0.0311526 | Time: 2541.45 ms
[2021-01-21 23:01:37 main:574] : INFO : Epoch 671 | loss: 0.0311334 | val_loss: 0.031152 | Time: 2609.59 ms
[2021-01-21 23:01:39 main:574] : INFO : Epoch 672 | loss: 0.0311332 | val_loss: 0.0311523 | Time: 2526.2 ms
[2021-01-21 23:01:42 main:574] : INFO : Epoch 673 | loss: 0.0311324 | val_loss: 0.0311534 | Time: 2592.05 ms
[2021-01-21 23:01:45 main:574] : INFO : Epoch 674 | loss: 0.0311327 | val_loss: 0.0311526 | Time: 2526.72 ms
[2021-01-21 23:01:47 main:574] : INFO : Epoch 675 | loss: 0.0311362 | val_loss: 0.0311553 | Time: 2602.77 ms
[2021-01-21 23:01:50 main:574] : INFO : Epoch 676 | loss: 0.0311361 | val_loss: 0.0311495 | Time: 2570.35 ms
[2021-01-21 23:01:53 main:574] : INFO : Epoch 677 | loss: 0.0311345 | val_loss: 0.0311506 | Time: 2531.05 ms
[2021-01-21 23:01:55 main:574] : INFO : Epoch 678 | loss: 0.0311369 | val_loss: 0.0311522 | Time: 2655.14 ms
[2021-01-21 23:01:58 main:574] : INFO : Epoch 679 | loss: 0.0311391 | val_loss: 0.0311543 | Time: 2527.87 ms
[2021-01-21 23:02:00 main:574] : INFO : Epoch 680 | loss: 0.0311379 | val_loss: 0.031155 | Time: 2593.57 ms
[2021-01-21 23:02:03 main:574] : INFO : Epoch 681 | loss: 0.0311357 | val_loss: 0.031156 | Time: 2540.81 ms
[2021-01-21 23:02:06 main:574] : INFO : Epoch 682 | loss: 0.0311357 | val_loss: 0.031154 | Time: 2602.12 ms
[2021-01-21 23:02:08 main:574] : INFO : Epoch 683 | loss: 0.0311342 | val_loss: 0.0311555 | Time: 2539.83 ms
[2021-01-21 23:02:11 main:574] : INFO : Epoch 684 | loss: 0.031137 | val_loss: 0.0311558 | Time: 2606.11 ms
[2021-01-21 23:02:14 main:574] : INFO : Epoch 685 | loss: 0.0311352 | val_loss: 0.0311523 | Time: 2577.1 ms
[2021-01-21 23:02:16 main:574] : INFO : Epoch 686 | loss: 0.0311357 | val_loss: 0.0311532 | Time: 2572.67 ms
[2021-01-21 23:02:19 main:574] : INFO : Epoch 687 | loss: 0.0311357 | val_loss: 0.0311547 | Time: 2596.69 ms
[2021-01-21 23:02:22 main:574] : INFO : Epoch 688 | loss: 0.0311354 | val_loss: 0.0311557 | Time: 2614.2 ms
[2021-01-21 23:02:24 main:574] : INFO : Epoch 689 | loss: 0.0311361 | val_loss: 0.0311558 | Time: 2555.12 ms
[2021-01-21 23:02:27 main:574] : INFO : Epoch 690 | loss: 0.0311374 | val_loss: 0.0311536 | Time: 2589.92 ms
[2021-01-21 23:02:29 main:574] : INFO : Epoch 691 | loss: 0.0311369 | val_loss: 0.0311576 | Time: 2554.3 ms
[2021-01-21 23:02:32 main:574] : INFO : Epoch 692 | loss: 0.0311354 | val_loss: 0.0311541 | Time: 2617.15 ms
[2021-01-21 23:02:35 main:574] : INFO : Epoch 693 | loss: 0.0311333 | val_loss: 0.0311552 | Time: 2596.56 ms
[2021-01-21 23:02:37 main:574] : INFO : Epoch 694 | loss: 0.0311335 | val_loss: 0.0311542 | Time: 2559.32 ms
[2021-01-21 23:02:40 main:574] : INFO : Epoch 695 | loss: 0.031132 | val_loss: 0.0311556 | Time: 2562.81 ms
[2021-01-21 23:02:43 main:574] : INFO : Epoch 696 | loss: 0.0311318 | val_loss: 0.0311526 | Time: 2574.69 ms
[2021-01-21 23:02:45 main:574] : INFO : Epoch 697 | loss: 0.0311337 | val_loss: 0.0311655 | Time: 2555.44 ms
[2021-01-21 23:02:48 main:574] : INFO : Epoch 698 | loss: 0.0311355 | val_loss: 0.0311579 | Time: 2630.4 ms
[2021-01-21 23:02:51 main:574] : INFO : Epoch 699 | loss: 0.0311334 | val_loss: 0.0311546 | Time: 2618.95 ms
[2021-01-21 23:02:53 main:574] : INFO : Epoch 700 | loss: 0.0311314 | val_loss: 0.0311541 | Time: 2527.45 ms
[2021-01-21 23:02:56 main:574] : INFO : Epoch 701 | loss: 0.0311302 | val_loss: 0.0311535 | Time: 2553.67 ms
[2021-01-21 23:02:58 main:574] : INFO : Epoch 702 | loss: 0.0311304 | val_loss: 0.0311549 | Time: 2553.81 ms
[2021-01-21 23:03:01 main:574] : INFO : Epoch 703 | loss: 0.0311328 | val_loss: 0.0311535 | Time: 2636.86 ms
[2021-01-21 23:03:04 main:574] : INFO : Epoch 704 | loss: 0.0311304 | val_loss: 0.0311526 | Time: 2588.25 ms
[2021-01-21 23:03:07 main:574] : INFO : Epoch 705 | loss: 0.0311304 | val_loss: 0.031152 | Time: 2538.22 ms
[2021-01-21 23:03:09 main:574] : INFO : Epoch 706 | loss: 0.0311302 | val_loss: 0.0311547 | Time: 2618.93 ms
[2021-01-21 23:03:12 main:574] : INFO : Epoch 707 | loss: 0.0311352 | val_loss: 0.0311531 | Time: 2542.44 ms
[2021-01-21 23:03:14 main:574] : INFO : Epoch 708 | loss: 0.0311339 | val_loss: 0.031151 | Time: 2528.48 ms
[2021-01-21 23:03:17 main:574] : INFO : Epoch 709 | loss: 0.0311346 | val_loss: 0.0311511 | Time: 2558.72 ms
[2021-01-21 23:03:20 main:574] : INFO : Epoch 710 | loss: 0.0311325 | val_loss: 0.0311518 | Time: 2565.45 ms
[2021-01-21 23:03:22 main:574] : INFO : Epoch 711 | loss: 0.0311329 | val_loss: 0.0311514 | Time: 2581.94 ms
[2021-01-21 23:03:25 main:574] : INFO : Epoch 712 | loss: 0.0311339 | val_loss: 0.0311616 | Time: 2554.3 ms
[2021-01-21 23:03:27 main:574] : INFO : Epoch 713 | loss: 0.0311344 | val_loss: 0.0311547 | Time: 2578.02 ms
[2021-01-21 23:03:30 main:574] : INFO : Epoch 714 | loss: 0.0311314 | val_loss: 0.0311507 | Time: 2657.45 ms
[2021-01-21 23:03:33 main:574] : INFO : Epoch 715 | loss: 0.0311332 | val_loss: 0.031155 | Time: 2608.17 ms
[2021-01-21 23:03:35 main:574] : INFO : Epoch 716 | loss: 0.031132 | val_loss: 0.031155 | Time: 2554.7 ms
[2021-01-21 23:03:38 main:574] : INFO : Epoch 717 | loss: 0.031131 | val_loss: 0.0311503 | Time: 2621.12 ms
[2021-01-21 23:03:41 main:574] : INFO : Epoch 718 | loss: 0.0311321 | val_loss: 0.0311541 | Time: 2558.14 ms
[2021-01-21 23:03:43 main:574] : INFO : Epoch 719 | loss: 0.0311344 | val_loss: 0.031154 | Time: 2617.14 ms
[2021-01-21 23:03:46 main:574] : INFO : Epoch 720 | loss: 0.0311338 | val_loss: 0.0311525 | Time: 2608.75 ms
[2021-01-21 23:03:49 main:574] : INFO : Epoch 721 | loss: 0.031134 | val_loss: 0.0311536 | Time: 2575.37 ms
[2021-01-21 23:03:51 main:574] : INFO : Epoch 722 | loss: 0.0311341 | val_loss: 0.0311533 | Time: 2527.4 ms
[2021-01-21 23:03:54 main:574] : INFO : Epoch 723 | loss: 0.0311305 | val_loss: 0.0311529 | Time: 2562.6 ms
[2021-01-21 23:03:57 main:574] : INFO : Epoch 724 | loss: 0.0311315 | val_loss: 0.0311511 | Time: 2528.34 ms
[2021-01-21 23:03:59 main:574] : INFO : Epoch 725 | loss: 0.0311323 | val_loss: 0.0311509 | Time: 2582.43 ms
[2021-01-21 23:04:02 main:574] : INFO : Epoch 726 | loss: 0.0311297 | val_loss: 0.0311546 | Time: 2626.53 ms
[2021-01-21 23:04:05 main:574] : INFO : Epoch 727 | loss: 0.0311299 | val_loss: 0.0311528 | Time: 2552.96 ms
[2021-01-21 23:04:07 main:574] : INFO : Epoch 728 | loss: 0.0311289 | val_loss: 0.0311534 | Time: 2595.89 ms
[2021-01-21 23:04:10 main:574] : INFO : Epoch 729 | loss: 0.0311301 | val_loss: 0.0311538 | Time: 2586.01 ms
[2021-01-21 23:04:13 main:574] : INFO : Epoch 730 | loss: 0.0311291 | val_loss: 0.0311548 | Time: 2592.8 ms
[2021-01-21 23:04:15 main:574] : INFO : Epoch 731 | loss: 0.0311284 | val_loss: 0.0311538 | Time: 2539.37 ms
[2021-01-21 23:04:18 main:574] : INFO : Epoch 732 | loss: 0.0311345 | val_loss: 0.0311544 | Time: 2572.8 ms
[2021-01-21 23:04:20 main:574] : INFO : Epoch 733 | loss: 0.0311354 | val_loss: 0.0311552 | Time: 2523.32 ms
[2021-01-21 23:04:23 main:574] : INFO : Epoch 734 | loss: 0.0311322 | val_loss: 0.0311512 | Time: 2533.61 ms
[2021-01-21 23:04:26 main:574] : INFO : Epoch 735 | loss: 0.0311307 | val_loss: 0.0311524 | Time: 2525.48 ms
[2021-01-21 23:04:28 main:574] : INFO : Epoch 736 | loss: 0.0311305 | val_loss: 0.0311523 | Time: 2623.53 ms
[2021-01-21 23:04:31 main:574] : INFO : Epoch 737 | loss: 0.0311315 | val_loss: 0.0311532 | Time: 2624.07 ms
[2021-01-21 23:04:34 main:574] : INFO : Epoch 738 | loss: 0.0311315 | val_loss: 0.0311522 | Time: 2548.87 ms
[2021-01-21 23:04:36 main:574] : INFO : Epoch 739 | loss: 0.0311333 | val_loss: 0.0311505 | Time: 2578.17 ms
[2021-01-21 23:04:39 main:574] : INFO : Epoch 740 | loss: 0.0311326 | val_loss: 0.0311559 | Time: 2584.36 ms
[2021-01-21 23:04:41 main:574] : INFO : Epoch 741 | loss: 0.031134 | val_loss: 0.0311531 | Time: 2527.93 ms
[2021-01-21 23:04:44 main:574] : INFO : Epoch 742 | loss: 0.0311315 | val_loss: 0.0311536 | Time: 2556.9 ms
[2021-01-21 23:04:47 main:574] : INFO : Epoch 743 | loss: 0.0311325 | val_loss: 0.0311542 | Time: 2534.81 ms
[2021-01-21 23:04:49 main:574] : INFO : Epoch 744 | loss: 0.0311366 | val_loss: 0.0311549 | Time: 2548.89 ms
[2021-01-21 23:04:52 main:574] : INFO : Epoch 745 | loss: 0.0311413 | val_loss: 0.0311575 | Time: 2544.55 ms
[2021-01-21 23:04:54 main:574] : INFO : Epoch 746 | loss: 0.0311403 | val_loss: 0.0311528 | Time: 2663.24 ms
[2021-01-21 23:04:57 main:574] : INFO : Epoch 747 | loss: 0.031141 | val_loss: 0.0311562 | Time: 2535.17 ms
[2021-01-21 23:05:00 main:574] : INFO : Epoch 748 | loss: 0.0311402 | val_loss: 0.0311524 | Time: 2610.19 ms
[2021-01-21 23:05:02 main:574] : INFO : Epoch 749 | loss: 0.0311419 | val_loss: 0.0311534 | Time: 2536.61 ms
[2021-01-21 23:05:05 main:574] : INFO : Epoch 750 | loss: 0.0311422 | val_loss: 0.0311521 | Time: 2620.55 ms
[2021-01-21 23:05:08 main:574] : INFO : Epoch 751 | loss: 0.031139 | val_loss: 0.0311521 | Time: 2553.33 ms
[2021-01-21 23:05:10 main:574] : INFO : Epoch 752 | loss: 0.0311376 | val_loss: 0.0311525 | Time: 2609.32 ms
[2021-01-21 23:05:13 main:574] : INFO : Epoch 753 | loss: 0.0311372 | val_loss: 0.0311532 | Time: 2546.48 ms
[2021-01-21 23:05:15 main:574] : INFO : Epoch 754 | loss: 0.0311399 | val_loss: 0.0311518 | Time: 2564.51 ms
[2021-01-21 23:05:18 main:574] : INFO : Epoch 755 | loss: 0.0311403 | val_loss: 0.0311537 | Time: 2565.07 ms
[2021-01-21 23:05:21 main:574] : INFO : Epoch 756 | loss: 0.0311394 | val_loss: 0.0311561 | Time: 2643.39 ms
[2021-01-21 23:05:23 main:574] : INFO : Epoch 757 | loss: 0.0311381 | val_loss: 0.0311526 | Time: 2536.25 ms
[2021-01-21 23:05:26 main:574] : INFO : Epoch 758 | loss: 0.0311394 | val_loss: 0.0311514 | Time: 2533.84 ms
[2021-01-21 23:05:28 main:574] : INFO : Epoch 759 | loss: 0.0311397 | val_loss: 0.0311506 | Time: 2592.82 ms
[2021-01-21 23:05:31 main:574] : INFO : Epoch 760 | loss: 0.03114 | val_loss: 0.0311521 | Time: 2532.54 ms
[2021-01-21 23:05:34 main:574] : INFO : Epoch 761 | loss: 0.0311401 | val_loss: 0.0311547 | Time: 2572.91 ms
[2021-01-21 23:05:36 main:574] : INFO : Epoch 762 | loss: 0.0311352 | val_loss: 0.0311516 | Time: 2525.14 ms
[2021-01-21 23:05:39 main:574] : INFO : Epoch 763 | loss: 0.0311354 | val_loss: 0.0311517 | Time: 2524 ms
[2021-01-21 23:05:41 main:574] : INFO : Epoch 764 | loss: 0.031136 | val_loss: 0.0311517 | Time: 2653.55 ms
[2021-01-21 23:05:44 main:574] : INFO : Epoch 765 | loss: 0.0311355 | val_loss: 0.0311529 | Time: 2539.19 ms
[2021-01-21 23:05:46 main:574] : INFO : Epoch 766 | loss: 0.0311341 | val_loss: 0.0311487 | Time: 2545.7 ms
[2021-01-21 23:05:49 main:574] : INFO : Epoch 767 | loss: 0.031134 | val_loss: 0.0311498 | Time: 2643.22 ms
[2021-01-21 23:05:52 main:574] : INFO : Epoch 768 | loss: 0.0311336 | val_loss: 0.0311557 | Time: 2552.4 ms
[2021-01-21 23:05:54 main:574] : INFO : Epoch 769 | loss: 0.031133 | val_loss: 0.0311545 | Time: 2532.51 ms
[2021-01-21 23:05:57 main:574] : INFO : Epoch 770 | loss: 0.0311342 | val_loss: 0.031156 | Time: 2574.1 ms
[2021-01-21 23:06:00 main:574] : INFO : Epoch 771 | loss: 0.0311393 | val_loss: 0.0311527 | Time: 2640.3 ms
[2021-01-21 23:06:02 main:574] : INFO : Epoch 772 | loss: 0.0311372 | val_loss: 0.0311519 | Time: 2546.77 ms
[2021-01-21 23:06:05 main:574] : INFO : Epoch 773 | loss: 0.0311354 | val_loss: 0.0311542 | Time: 2580.05 ms
[2021-01-21 23:06:08 main:574] : INFO : Epoch 774 | loss: 0.0311347 | val_loss: 0.0311546 | Time: 2636.61 ms
[2021-01-21 23:06:10 main:574] : INFO : Epoch 775 | loss: 0.0311359 | val_loss: 0.0311524 | Time: 2593.15 ms
[2021-01-21 23:06:13 main:574] : INFO : Epoch 776 | loss: 0.0311355 | val_loss: 0.0311536 | Time: 2532.58 ms
[2021-01-21 23:06:15 main:574] : INFO : Epoch 777 | loss: 0.0311333 | val_loss: 0.0311493 | Time: 2575.84 ms
[2021-01-21 23:06:18 main:574] : INFO : Epoch 778 | loss: 0.0311329 | val_loss: 0.0311481 | Time: 2556.13 ms
[2021-01-21 23:06:21 main:574] : INFO : Epoch 779 | loss: 0.0311331 | val_loss: 0.0311493 | Time: 2544.09 ms
[2021-01-21 23:06:23 main:574] : INFO : Epoch 780 | loss: 0.031132 | val_loss: 0.0311533 | Time: 2608.58 ms
[2021-01-21 23:06:26 main:574] : INFO : Epoch 781 | loss: 0.0311303 | val_loss: 0.0311517 | Time: 2526.3 ms
[2021-01-21 23:06:28 main:574] : INFO : Epoch 782 | loss: 0.0311313 | val_loss: 0.0311539 | Time: 2530.75 ms
[2021-01-21 23:06:31 main:574] : INFO : Epoch 783 | loss: 0.0311343 | val_loss: 0.0311573 | Time: 2572.94 ms
[2021-01-21 23:06:34 main:574] : INFO : Epoch 784 | loss: 0.0311371 | val_loss: 0.0311602 | Time: 2608.29 ms
[2021-01-21 23:06:36 main:574] : INFO : Epoch 785 | loss: 0.0311358 | val_loss: 0.031153 | Time: 2574.61 ms
[2021-01-21 23:06:39 main:574] : INFO : Epoch 786 | loss: 0.0311332 | val_loss: 0.0311538 | Time: 2567.54 ms
[2021-01-21 23:06:42 main:574] : INFO : Epoch 787 | loss: 0.0311359 | val_loss: 0.0311545 | Time: 2536.71 ms
[2021-01-21 23:06:44 main:574] : INFO : Epoch 788 | loss: 0.0311352 | val_loss: 0.0311523 | Time: 2594.1 ms
[2021-01-21 23:06:47 main:574] : INFO : Epoch 789 | loss: 0.031135 | val_loss: 0.0311516 | Time: 2589.69 ms
[2021-01-21 23:06:49 main:574] : INFO : Epoch 790 | loss: 0.0311335 | val_loss: 0.0311534 | Time: 2581.32 ms
[2021-01-21 23:06:52 main:574] : INFO : Epoch 791 | loss: 0.0311324 | val_loss: 0.0311502 | Time: 2578.91 ms
[2021-01-21 23:06:55 main:574] : INFO : Epoch 792 | loss: 0.0311342 | val_loss: 0.031151 | Time: 2608.45 ms
[2021-01-21 23:06:57 main:574] : INFO : Epoch 793 | loss: 0.0311343 | val_loss: 0.0311567 | Time: 2534.58 ms
[2021-01-21 23:07:00 main:574] : INFO : Epoch 794 | loss: 0.0311343 | val_loss: 0.0311506 | Time: 2577.76 ms
[2021-01-21 23:07:03 main:574] : INFO : Epoch 795 | loss: 0.031133 | val_loss: 0.0311546 | Time: 2666.19 ms
[2021-01-21 23:07:05 main:574] : INFO : Epoch 796 | loss: 0.0311324 | val_loss: 0.0311536 | Time: 2579.44 ms
[2021-01-21 23:07:08 main:574] : INFO : Epoch 797 | loss: 0.0311324 | val_loss: 0.0311571 | Time: 2614.9 ms
[2021-01-21 23:07:11 main:574] : INFO : Epoch 798 | loss: 0.031134 | val_loss: 0.0311512 | Time: 2580.85 ms
[2021-01-21 23:07:13 main:574] : INFO : Epoch 799 | loss: 0.0311337 | val_loss: 0.0311536 | Time: 2527.24 ms
[2021-01-21 23:07:16 main:574] : INFO : Epoch 800 | loss: 0.031135 | val_loss: 0.0311496 | Time: 2548.25 ms
[2021-01-21 23:07:18 main:574] : INFO : Epoch 801 | loss: 0.0311342 | val_loss: 0.0311492 | Time: 2578.57 ms
[2021-01-21 23:07:21 main:574] : INFO : Epoch 802 | loss: 0.0311369 | val_loss: 0.0311506 | Time: 2531.14 ms
[2021-01-21 23:07:24 main:574] : INFO : Epoch 803 | loss: 0.0311329 | val_loss: 0.0311508 | Time: 2551.7 ms
[2021-01-21 23:07:26 main:574] : INFO : Epoch 804 | loss: 0.0311364 | val_loss: 0.0311528 | Time: 2524.75 ms
[2021-01-21 23:07:29 main:574] : INFO : Epoch 805 | loss: 0.0311364 | val_loss: 0.0311495 | Time: 2576.24 ms
[2021-01-21 23:07:31 main:574] : INFO : Epoch 806 | loss: 0.0311348 | val_loss: 0.0311496 | Time: 2559.73 ms
[2021-01-21 23:07:34 main:574] : INFO : Epoch 807 | loss: 0.0311343 | val_loss: 0.0311483 | Time: 2572.31 ms
[2021-01-21 23:07:37 main:574] : INFO : Epoch 808 | loss: 0.0311337 | val_loss: 0.0311528 | Time: 2554.25 ms
[2021-01-21 23:07:39 main:574] : INFO : Epoch 809 | loss: 0.031136 | val_loss: 0.0311523 | Time: 2577.13 ms
[2021-01-21 23:07:42 main:574] : INFO : Epoch 810 | loss: 0.0311346 | val_loss: 0.0311552 | Time: 2595.29 ms
[2021-01-21 23:07:44 main:574] : INFO : Epoch 811 | loss: 0.0311345 | val_loss: 0.0311481 | Time: 2529 ms
[2021-01-21 23:07:47 main:574] : INFO : Epoch 812 | loss: 0.0311316 | val_loss: 0.0311506 | Time: 2575.2 ms
[2021-01-21 23:07:50 main:574] : INFO : Epoch 813 | loss: 0.03113 | val_loss: 0.0311485 | Time: 2616.79 ms
[2021-01-21 23:07:52 main:574] : INFO : Epoch 814 | loss: 0.0311309 | val_loss: 0.031152 | Time: 2589.76 ms
[2021-01-21 23:07:55 main:574] : INFO : Epoch 815 | loss: 0.0311307 | val_loss: 0.0311504 | Time: 2531 ms
[2021-01-21 23:07:57 main:574] : INFO : Epoch 816 | loss: 0.0311321 | val_loss: 0.0311514 | Time: 2527.3 ms
[2021-01-21 23:08:00 main:574] : INFO : Epoch 817 | loss: 0.0311316 | val_loss: 0.0311554 | Time: 2531.85 ms
[2021-01-21 23:08:03 main:574] : INFO : Epoch 818 | loss: 0.031132 | val_loss: 0.0311515 | Time: 2526.29 ms
[2021-01-21 23:08:05 main:574] : INFO : Epoch 819 | loss: 0.03113 | val_loss: 0.0311539 | Time: 2527.64 ms
[2021-01-21 23:08:08 main:574] : INFO : Epoch 820 | loss: 0.0311307 | val_loss: 0.0311506 | Time: 2606.71 ms
[2021-01-21 23:08:10 main:574] : INFO : Epoch 821 | loss: 0.0311309 | val_loss: 0.0311511 | Time: 2614.04 ms
[2021-01-21 23:08:13 main:574] : INFO : Epoch 822 | loss: 0.0311336 | val_loss: 0.0311551 | Time: 2535.53 ms
[2021-01-21 23:08:16 main:574] : INFO : Epoch 823 | loss: 0.0311333 | val_loss: 0.0311495 | Time: 2578.78 ms
[2021-01-21 23:08:18 main:574] : INFO : Epoch 824 | loss: 0.0311311 | val_loss: 0.0311497 | Time: 2581.19 ms
[2021-01-21 23:08:21 main:574] : INFO : Epoch 825 | loss: 0.0311302 | val_loss: 0.0311502 | Time: 2617.58 ms
[2021-01-21 23:08:24 main:574] : INFO : Epoch 826 | loss: 0.031132 | val_loss: 0.0311508 | Time: 2606.46 ms
[2021-01-21 23:08:26 main:574] : INFO : Epoch 827 | loss: 0.0311302 | val_loss: 0.0311492 | Time: 2593.02 ms
[2021-01-21 23:08:29 main:574] : INFO : Epoch 828 | loss: 0.0311305 | val_loss: 0.0311505 | Time: 2553.89 ms
[2021-01-21 23:08:32 main:574] : INFO : Epoch 829 | loss: 0.0311301 | val_loss: 0.0311558 | Time: 2595.21 ms
[2021-01-21 23:08:34 main:574] : INFO : Epoch 830 | loss: 0.0311306 | val_loss: 0.0311502 | Time: 2557.21 ms
[2021-01-21 23:08:37 main:574] : INFO : Epoch 831 | loss: 0.0311313 | val_loss: 0.0311495 | Time: 2534.18 ms
[2021-01-21 23:08:39 main:574] : INFO : Epoch 832 | loss: 0.0311322 | val_loss: 0.0311518 | Time: 2584.7 ms
[2021-01-21 23:08:42 main:574] : INFO : Epoch 833 | loss: 0.0311307 | val_loss: 0.0311511 | Time: 2536.36 ms
[2021-01-21 23:08:45 main:574] : INFO : Epoch 834 | loss: 0.0311302 | val_loss: 0.0311525 | Time: 2577.15 ms
[2021-01-21 23:08:47 main:574] : INFO : Epoch 835 | loss: 0.0311301 | val_loss: 0.0311522 | Time: 2616.37 ms
[2021-01-21 23:08:50 main:574] : INFO : Epoch 836 | loss: 0.0311296 | val_loss: 0.0311535 | Time: 2575.3 ms
[2021-01-21 23:08:53 main:574] : INFO : Epoch 837 | loss: 0.0311288 | val_loss: 0.0311532 | Time: 2542.02 ms
[2021-01-21 23:08:55 main:574] : INFO : Epoch 838 | loss: 0.0311326 | val_loss: 0.031153 | Time: 2540.5 ms
[2021-01-21 23:08:58 main:574] : INFO : Epoch 839 | loss: 0.0311327 | val_loss: 0.0311518 | Time: 2581.05 ms
[2021-01-21 23:09:00 main:574] : INFO : Epoch 840 | loss: 0.031133 | val_loss: 0.0311517 | Time: 2546.24 ms
[2021-01-21 23:09:03 main:574] : INFO : Epoch 841 | loss: 0.0311324 | val_loss: 0.0311523 | Time: 2592.75 ms
[2021-01-21 23:09:06 main:574] : INFO : Epoch 842 | loss: 0.0311328 | val_loss: 0.0311501 | Time: 2554.13 ms
[2021-01-21 23:09:08 main:574] : INFO : Epoch 843 | loss: 0.0311338 | val_loss: 0.031149 | Time: 2528.23 ms
[2021-01-21 23:09:11 main:574] : INFO : Epoch 844 | loss: 0.0311346 | val_loss: 0.0311497 | Time: 2538.06 ms
[2021-01-21 23:09:14 main:574] : INFO : Epoch 845 | loss: 0.031134 | val_loss: 0.0311522 | Time: 2566.65 ms
[2021-01-21 23:09:16 main:574] : INFO : Epoch 846 | loss: 0.0311347 | val_loss: 0.0311521 | Time: 2557.89 ms
[2021-01-21 23:09:19 main:574] : INFO : Epoch 847 | loss: 0.0311324 | val_loss: 0.0311528 | Time: 2582.6 ms
[2021-01-21 23:09:21 main:574] : INFO : Epoch 848 | loss: 0.0311314 | val_loss: 0.0311508 | Time: 2527.25 ms
[2021-01-21 23:09:24 main:574] : INFO : Epoch 849 | loss: 0.0311334 | val_loss: 0.0311533 | Time: 2555.25 ms
[2021-01-21 23:09:27 main:574] : INFO : Epoch 850 | loss: 0.0311342 | val_loss: 0.0311544 | Time: 2608.56 ms
[2021-01-21 23:09:29 main:574] : INFO : Epoch 851 | loss: 0.0311386 | val_loss: 0.0311547 | Time: 2616.69 ms
[2021-01-21 23:09:32 main:574] : INFO : Epoch 852 | loss: 0.0311349 | val_loss: 0.0311506 | Time: 2555.61 ms
[2021-01-21 23:09:35 main:574] : INFO : Epoch 853 | loss: 0.0311346 | val_loss: 0.0311535 | Time: 2555.38 ms
[2021-01-21 23:09:37 main:574] : INFO : Epoch 854 | loss: 0.0311471 | val_loss: 0.0311577 | Time: 2525.01 ms
[2021-01-21 23:09:40 main:574] : INFO : Epoch 855 | loss: 0.0311476 | val_loss: 0.0311562 | Time: 2589.92 ms
[2021-01-21 23:09:42 main:574] : INFO : Epoch 856 | loss: 0.0311436 | val_loss: 0.0311564 | Time: 2582.21 ms
[2021-01-21 23:09:45 main:574] : INFO : Epoch 857 | loss: 0.0311417 | val_loss: 0.0311517 | Time: 2577.86 ms
[2021-01-21 23:09:48 main:574] : INFO : Epoch 858 | loss: 0.0311383 | val_loss: 0.0311558 | Time: 2535.18 ms
[2021-01-21 23:09:50 main:574] : INFO : Epoch 859 | loss: 0.031139 | val_loss: 0.0311529 | Time: 2565.75 ms
[2021-01-21 23:09:53 main:574] : INFO : Epoch 860 | loss: 0.0311413 | val_loss: 0.0311575 | Time: 2642.47 ms
[2021-01-21 23:09:56 main:574] : INFO : Epoch 861 | loss: 0.0311446 | val_loss: 0.0311535 | Time: 2592.49 ms
[2021-01-21 23:09:58 main:574] : INFO : Epoch 862 | loss: 0.0311445 | val_loss: 0.0311591 | Time: 2611.54 ms
[2021-01-21 23:10:01 main:574] : INFO : Epoch 863 | loss: 0.0311483 | val_loss: 0.0311546 | Time: 2550.13 ms
[2021-01-21 23:10:04 main:574] : INFO : Epoch 864 | loss: 0.0311421 | val_loss: 0.0311507 | Time: 2560.73 ms
[2021-01-21 23:10:06 main:574] : INFO : Epoch 865 | loss: 0.0311382 | val_loss: 0.0311499 | Time: 2556.1 ms
[2021-01-21 23:10:09 main:574] : INFO : Epoch 866 | loss: 0.0311352 | val_loss: 0.0311501 | Time: 2555.44 ms
[2021-01-21 23:10:11 main:574] : INFO : Epoch 867 | loss: 0.0311369 | val_loss: 0.0311577 | Time: 2584.31 ms
[2021-01-21 23:10:14 main:574] : INFO : Epoch 868 | loss: 0.0311392 | val_loss: 0.0311593 | Time: 2577.98 ms
[2021-01-21 23:10:17 main:574] : INFO : Epoch 869 | loss: 0.0311402 | val_loss: 0.0311519 | Time: 2529.6 ms
[2021-01-21 23:10:19 main:574] : INFO : Epoch 870 | loss: 0.0311349 | val_loss: 0.0311509 | Time: 2533.02 ms
[2021-01-21 23:10:22 main:574] : INFO : Epoch 871 | loss: 0.0311327 | val_loss: 0.0311513 | Time: 2581.42 ms
[2021-01-21 23:10:24 main:574] : INFO : Epoch 872 | loss: 0.0311324 | val_loss: 0.0311558 | Time: 2579.38 ms
[2021-01-21 23:10:27 main:574] : INFO : Epoch 873 | loss: 0.0311334 | val_loss: 0.0311526 | Time: 2526.55 ms
[2021-01-21 23:10:30 main:574] : INFO : Epoch 874 | loss: 0.0311312 | val_loss: 0.031152 | Time: 2597.01 ms
[2021-01-21 23:10:32 main:574] : INFO : Epoch 875 | loss: 0.0311307 | val_loss: 0.0311523 | Time: 2622.69 ms
[2021-01-21 23:10:35 main:574] : INFO : Epoch 876 | loss: 0.0311305 | val_loss: 0.0311508 | Time: 2535.95 ms
[2021-01-21 23:10:37 main:574] : INFO : Epoch 877 | loss: 0.031131 | val_loss: 0.031154 | Time: 2553.35 ms
[2021-01-21 23:10:40 main:574] : INFO : Epoch 878 | loss: 0.0311332 | val_loss: 0.0311548 | Time: 2550.4 ms
[2021-01-21 23:10:43 main:574] : INFO : Epoch 879 | loss: 0.0311334 | val_loss: 0.031154 | Time: 2578.28 ms
[2021-01-21 23:10:45 main:574] : INFO : Epoch 880 | loss: 0.0311339 | val_loss: 0.0311543 | Time: 2552.99 ms
[2021-01-21 23:10:48 main:574] : INFO : Epoch 881 | loss: 0.0311321 | val_loss: 0.0311551 | Time: 2594.22 ms
[2021-01-21 23:10:51 main:574] : INFO : Epoch 882 | loss: 0.0311312 | val_loss: 0.0311526 | Time: 2539.12 ms
[2021-01-21 23:10:53 main:574] : INFO : Epoch 883 | loss: 0.0311318 | val_loss: 0.0311595 | Time: 2529.04 ms
[2021-01-21 23:10:56 main:574] : INFO : Epoch 884 | loss: 0.0311341 | val_loss: 0.0311525 | Time: 2605.3 ms
[2021-01-21 23:10:58 main:574] : INFO : Epoch 885 | loss: 0.0311333 | val_loss: 0.0311526 | Time: 2639.74 ms
[2021-01-21 23:11:01 main:574] : INFO : Epoch 886 | loss: 0.0311309 | val_loss: 0.0311517 | Time: 2530.22 ms
[2021-01-21 23:11:04 main:574] : INFO : Epoch 887 | loss: 0.0311312 | val_loss: 0.0311541 | Time: 2534.52 ms
[2021-01-21 23:11:06 main:574] : INFO : Epoch 888 | loss: 0.0311304 | val_loss: 0.0311537 | Time: 2572.94 ms
[2021-01-21 23:11:09 main:574] : INFO : Epoch 889 | loss: 0.0311329 | val_loss: 0.0311531 | Time: 2557.6 ms
[2021-01-21 23:11:11 main:574] : INFO : Epoch 890 | loss: 0.0311359 | val_loss: 0.0311503 | Time: 2585.91 ms
[2021-01-21 23:11:14 main:574] : INFO : Epoch 891 | loss: 0.0311338 | val_loss: 0.0311512 | Time: 2604.78 ms
[2021-01-21 23:11:17 main:574] : INFO : Epoch 892 | loss: 0.0311322 | val_loss: 0.031154 | Time: 2535.44 ms
[2021-01-21 23:11:19 main:574] : INFO : Epoch 893 | loss: 0.0311326 | val_loss: 0.0311534 | Time: 2568.21 ms
[2021-01-21 23:11:22 main:574] : INFO : Epoch 894 | loss: 0.0311319 | val_loss: 0.0311525 | Time: 2531.7 ms
[2021-01-21 23:11:24 main:574] : INFO : Epoch 895 | loss: 0.0311331 | val_loss: 0.0311546 | Time: 2526.31 ms
[2021-01-21 23:11:27 main:574] : INFO : Epoch 896 | loss: 0.0311314 | val_loss: 0.0311511 | Time: 2534.21 ms
[2021-01-21 23:11:30 main:574] : INFO : Epoch 897 | loss: 0.0311307 | val_loss: 0.0311542 | Time: 2593.24 ms
[2021-01-21 23:11:32 main:574] : INFO : Epoch 898 | loss: 0.031132 | val_loss: 0.0311551 | Time: 2547.56 ms
[2021-01-21 23:11:35 main:574] : INFO : Epoch 899 | loss: 0.0311327 | val_loss: 0.0311507 | Time: 2618.01 ms
[2021-01-21 23:11:37 main:574] : INFO : Epoch 900 | loss: 0.031133 | val_loss: 0.0311506 | Time: 2576.48 ms
[2021-01-21 23:11:40 main:574] : INFO : Epoch 901 | loss: 0.0311318 | val_loss: 0.0311522 | Time: 2526.67 ms
[2021-01-21 23:11:43 main:574] : INFO : Epoch 902 | loss: 0.0311328 | val_loss: 0.0311523 | Time: 2549.88 ms
[2021-01-21 23:11:45 main:574] : INFO : Epoch 903 | loss: 0.0311335 | val_loss: 0.0311544 | Time: 2612.31 ms
[2021-01-21 23:11:48 main:574] : INFO : Epoch 904 | loss: 0.0311359 | val_loss: 0.0311531 | Time: 2577.1 ms
[2021-01-21 23:11:51 main:574] : INFO : Epoch 905 | loss: 0.0311323 | val_loss: 0.0311504 | Time: 2549.11 ms
[2021-01-21 23:11:53 main:574] : INFO : Epoch 906 | loss: 0.0311327 | val_loss: 0.0311507 | Time: 2557.03 ms
[2021-01-21 23:11:56 main:574] : INFO : Epoch 907 | loss: 0.0311322 | val_loss: 0.0311508 | Time: 2584.61 ms
[2021-01-21 23:11:58 main:574] : INFO : Epoch 908 | loss: 0.0311324 | val_loss: 0.0311489 | Time: 2579.57 ms
[2021-01-21 23:12:01 main:574] : INFO : Epoch 909 | loss: 0.0311306 | val_loss: 0.0311498 | Time: 2578.59 ms
[2021-01-21 23:12:04 main:574] : INFO : Epoch 910 | loss: 0.0311347 | val_loss: 0.0311499 | Time: 2555.72 ms
[2021-01-21 23:12:06 main:574] : INFO : Epoch 911 | loss: 0.0311326 | val_loss: 0.0311511 | Time: 2567.28 ms
[2021-01-21 23:12:09 main:574] : INFO : Epoch 912 | loss: 0.0311317 | val_loss: 0.03115 | Time: 2592.54 ms
[2021-01-21 23:12:12 main:574] : INFO : Epoch 913 | loss: 0.0311333 | val_loss: 0.031152 | Time: 2567.05 ms
[2021-01-21 23:12:14 main:574] : INFO : Epoch 914 | loss: 0.0311346 | val_loss: 0.031153 | Time: 2554.16 ms
[2021-01-21 23:12:17 main:574] : INFO : Epoch 915 | loss: 0.0311322 | val_loss: 0.0311499 | Time: 2556.45 ms
[2021-01-21 23:12:19 main:574] : INFO : Epoch 916 | loss: 0.0311318 | val_loss: 0.0311521 | Time: 2526.64 ms
[2021-01-21 23:12:22 main:574] : INFO : Epoch 917 | loss: 0.0311317 | val_loss: 0.0311524 | Time: 2576.85 ms
[2021-01-21 23:12:24 main:574] : INFO : Epoch 918 | loss: 0.0311312 | val_loss: 0.0311517 | Time: 2525.39 ms
[2021-01-21 23:12:27 main:574] : INFO : Epoch 919 | loss: 0.031131 | val_loss: 0.0311509 | Time: 2540.81 ms
[2021-01-21 23:12:30 main:574] : INFO : Epoch 920 | loss: 0.0311294 | val_loss: 0.0311515 | Time: 2570.75 ms
[2021-01-21 23:12:32 main:574] : INFO : Epoch 921 | loss: 0.0311312 | val_loss: 0.0311544 | Time: 2615.66 ms
[2021-01-21 23:12:35 main:574] : INFO : Epoch 922 | loss: 0.0311342 | val_loss: 0.0311556 | Time: 2533.97 ms
[2021-01-21 23:12:38 main:574] : INFO : Epoch 923 | loss: 0.0311329 | val_loss: 0.0311518 | Time: 2567.24 ms
[2021-01-21 23:12:40 main:574] : INFO : Epoch 924 | loss: 0.0311312 | val_loss: 0.0311535 | Time: 2643.43 ms
[2021-01-21 23:12:43 main:574] : INFO : Epoch 925 | loss: 0.0311305 | val_loss: 0.0311525 | Time: 2559.32 ms
[2021-01-21 23:12:46 main:574] : INFO : Epoch 926 | loss: 0.0311315 | val_loss: 0.0311529 | Time: 2573.92 ms
[2021-01-21 23:12:48 main:574] : INFO : Epoch 927 | loss: 0.0311305 | val_loss: 0.0311504 | Time: 2531.32 ms
[2021-01-21 23:12:51 main:574] : INFO : Epoch 928 | loss: 0.031131 | val_loss: 0.0311515 | Time: 2536.01 ms
[2021-01-21 23:12:53 main:574] : INFO : Epoch 929 | loss: 0.0311328 | val_loss: 0.0311524 | Time: 2576.33 ms
[2021-01-21 23:12:56 main:574] : INFO : Epoch 930 | loss: 0.0311338 | val_loss: 0.031154 | Time: 2575.07 ms
[2021-01-21 23:12:59 main:574] : INFO : Epoch 931 | loss: 0.0311321 | val_loss: 0.0311519 | Time: 2542.02 ms
[2021-01-21 23:13:01 main:574] : INFO : Epoch 932 | loss: 0.0311323 | val_loss: 0.0311578 | Time: 2555.86 ms
[2021-01-21 23:13:04 main:574] : INFO : Epoch 933 | loss: 0.0311371 | val_loss: 0.0311579 | Time: 2583.12 ms
[2021-01-21 23:13:07 main:574] : INFO : Epoch 934 | loss: 0.031135 | val_loss: 0.031155 | Time: 2623.68 ms
[2021-01-21 23:13:09 main:574] : INFO : Epoch 935 | loss: 0.0311348 | val_loss: 0.0311552 | Time: 2555.99 ms
[2021-01-21 23:13:12 main:574] : INFO : Epoch 936 | loss: 0.0311357 | val_loss: 0.0311548 | Time: 2588.45 ms
[2021-01-21 23:13:14 main:574] : INFO : Epoch 937 | loss: 0.0311358 | val_loss: 0.0311544 | Time: 2588.1 ms
[2021-01-21 23:13:17 main:574] : INFO : Epoch 938 | loss: 0.0311346 | val_loss: 0.0311546 | Time: 2604.58 ms
[2021-01-21 23:13:20 main:574] : INFO : Epoch 939 | loss: 0.0311342 | val_loss: 0.0311542 | Time: 2563.51 ms
[2021-01-21 23:13:22 main:574] : INFO : Epoch 940 | loss: 0.0311364 | val_loss: 0.0311555 | Time: 2524.11 ms
[2021-01-21 23:13:25 main:574] : INFO : Epoch 941 | loss: 0.0311391 | val_loss: 0.0311591 | Time: 2569.63 ms
[2021-01-21 23:13:28 main:574] : INFO : Epoch 942 | loss: 0.0311383 | val_loss: 0.0311553 | Time: 2621.18 ms
[2021-01-21 23:13:30 main:574] : INFO : Epoch 943 | loss: 0.031136 | val_loss: 0.0311546 | Time: 2560.41 ms
[2021-01-21 23:13:33 main:574] : INFO : Epoch 944 | loss: 0.0311365 | val_loss: 0.0311529 | Time: 2548.78 ms
[2021-01-21 23:13:35 main:574] : INFO : Epoch 945 | loss: 0.0311368 | val_loss: 0.0311517 | Time: 2532.18 ms
[2021-01-21 23:13:38 main:574] : INFO : Epoch 946 | loss: 0.0311386 | val_loss: 0.0311534 | Time: 2530.92 ms
[2021-01-21 23:13:41 main:574] : INFO : Epoch 947 | loss: 0.0311385 | val_loss: 0.0311556 | Time: 2569.2 ms
[2021-01-21 23:13:43 main:574] : INFO : Epoch 948 | loss: 0.0311423 | val_loss: 0.0311586 | Time: 2592.65 ms
[2021-01-21 23:13:46 main:574] : INFO : Epoch 949 | loss: 0.0311489 | val_loss: 0.0311578 | Time: 2533.93 ms
[2021-01-21 23:13:49 main:574] : INFO : Epoch 950 | loss: 0.0311482 | val_loss: 0.0311601 | Time: 2553.05 ms
[2021-01-21 23:13:51 main:574] : INFO : Epoch 951 | loss: 0.0311469 | val_loss: 0.0311578 | Time: 2603.33 ms
[2021-01-21 23:13:54 main:574] : INFO : Epoch 952 | loss: 0.0311448 | val_loss: 0.0311554 | Time: 2565.16 ms
[2021-01-21 23:13:56 main:574] : INFO : Epoch 953 | loss: 0.0311466 | val_loss: 0.031155 | Time: 2536.86 ms
[2021-01-21 23:13:59 main:574] : INFO : Epoch 954 | loss: 0.0311438 | val_loss: 0.0311555 | Time: 2580.18 ms
[2021-01-21 23:14:02 main:574] : INFO : Epoch 955 | loss: 0.0311421 | val_loss: 0.0311557 | Time: 2524.74 ms
[2021-01-21 23:14:04 main:574] : INFO : Epoch 956 | loss: 0.0311412 | val_loss: 0.0311593 | Time: 2564.06 ms
[2021-01-21 23:14:07 main:574] : INFO : Epoch 957 | loss: 0.031142 | val_loss: 0.0311539 | Time: 2594.19 ms
[2021-01-21 23:14:09 main:574] : INFO : Epoch 958 | loss: 0.0311408 | val_loss: 0.0311553 | Time: 2547.74 ms
[2021-01-21 23:14:12 main:574] : INFO : Epoch 959 | loss: 0.0311407 | val_loss: 0.0311562 | Time: 2557.26 ms
[2021-01-21 23:14:15 main:574] : INFO : Epoch 960 | loss: 0.0311428 | val_loss: 0.0311665 | Time: 2540.94 ms
[2021-01-21 23:14:17 main:574] : INFO : Epoch 961 | loss: 0.0311452 | val_loss: 0.0311548 | Time: 2598.86 ms
[2021-01-21 23:14:20 main:574] : INFO : Epoch 962 | loss: 0.0311432 | val_loss: 0.0311548 | Time: 2538.91 ms
[2021-01-21 23:14:22 main:574] : INFO : Epoch 963 | loss: 0.0311409 | val_loss: 0.0311518 | Time: 2542.85 ms
[2021-01-21 23:14:25 main:574] : INFO : Epoch 964 | loss: 0.0311393 | val_loss: 0.0311527 | Time: 2624.59 ms
[2021-01-21 23:14:28 main:574] : INFO : Epoch 965 | loss: 0.0311395 | val_loss: 0.031154 | Time: 2551.47 ms
[2021-01-21 23:14:30 main:574] : INFO : Epoch 966 | loss: 0.0311371 | val_loss: 0.0311526 | Time: 2537.94 ms
[2021-01-21 23:14:33 main:574] : INFO : Epoch 967 | loss: 0.0311373 | val_loss: 0.0311521 | Time: 2573.65 ms
[2021-01-21 23:14:36 main:574] : INFO : Epoch 968 | loss: 0.0311424 | val_loss: 0.0311658 | Time: 2604.04 ms
[2021-01-21 23:14:38 main:574] : INFO : Epoch 969 | loss: 0.0311633 | val_loss: 0.03117 | Time: 2573.1 ms
[2021-01-21 23:14:41 main:574] : INFO : Epoch 970 | loss: 0.0311651 | val_loss: 0.0311611 | Time: 2619.24 ms
[2021-01-21 23:14:43 main:574] : INFO : Epoch 971 | loss: 0.0311567 | val_loss: 0.0311579 | Time: 2555.05 ms
[2021-01-21 23:14:46 main:574] : INFO : Epoch 972 | loss: 0.0311535 | val_loss: 0.031157 | Time: 2573.54 ms
[2021-01-21 23:14:49 main:574] : INFO : Epoch 973 | loss: 0.0311525 | val_loss: 0.0311555 | Time: 2526.26 ms
[2021-01-21 23:14:51 main:574] : INFO : Epoch 974 | loss: 0.0311525 | val_loss: 0.0311555 | Time: 2609.76 ms
[2021-01-21 23:14:54 main:574] : INFO : Epoch 975 | loss: 0.0311506 | val_loss: 0.0311561 | Time: 2579.16 ms
[2021-01-21 23:14:57 main:574] : INFO : Epoch 976 | loss: 0.0311503 | val_loss: 0.0311579 | Time: 2530.6 ms
[2021-01-21 23:14:59 main:574] : INFO : Epoch 977 | loss: 0.0311506 | val_loss: 0.0311561 | Time: 2589.08 ms
[2021-01-21 23:15:02 main:574] : INFO : Epoch 978 | loss: 0.0311492 | val_loss: 0.0311563 | Time: 2594.8 ms
[2021-01-21 23:15:05 main:574] : INFO : Epoch 979 | loss: 0.0311497 | val_loss: 0.0311535 | Time: 2537.03 ms
[2021-01-21 23:15:07 main:574] : INFO : Epoch 980 | loss: 0.0311471 | val_loss: 0.0311577 | Time: 2590.49 ms
[2021-01-21 23:15:10 main:574] : INFO : Epoch 981 | loss: 0.031147 | val_loss: 0.0311556 | Time: 2524.5 ms
[2021-01-21 23:15:13 main:574] : INFO : Epoch 982 | loss: 0.0311513 | val_loss: 0.031158 | Time: 2624.91 ms
[2021-01-21 23:15:15 main:574] : INFO : Epoch 983 | loss: 0.0311511 | val_loss: 0.031155 | Time: 2622.11 ms
[2021-01-21 23:15:18 main:574] : INFO : Epoch 984 | loss: 0.0311507 | val_loss: 0.0311557 | Time: 2527.61 ms
[2021-01-21 23:15:20 main:574] : INFO : Epoch 985 | loss: 0.0311484 | val_loss: 0.0311551 | Time: 2526.47 ms
[2021-01-21 23:15:23 main:574] : INFO : Epoch 986 | loss: 0.0311464 | val_loss: 0.0311539 | Time: 2562.27 ms
[2021-01-21 23:15:26 main:574] : INFO : Epoch 987 | loss: 0.0311455 | val_loss: 0.0311533 | Time: 2563.98 ms
[2021-01-21 23:15:28 main:574] : INFO : Epoch 988 | loss: 0.0311436 | val_loss: 0.0311511 | Time: 2577.63 ms
[2021-01-21 23:15:31 main:574] : INFO : Epoch 989 | loss: 0.0311426 | val_loss: 0.031152 | Time: 2595.37 ms
[2021-01-21 23:15:33 main:574] : INFO : Epoch 990 | loss: 0.0311414 | val_loss: 0.0311518 | Time: 2534.81 ms
[2021-01-21 23:15:36 main:574] : INFO : Epoch 991 | loss: 0.0311421 | val_loss: 0.0311516 | Time: 2530.06 ms
[2021-01-21 23:15:38 main:574] : INFO : Epoch 992 | loss: 0.0311431 | val_loss: 0.0311519 | Time: 2601 ms
[2021-01-21 23:15:41 main:574] : INFO : Epoch 993 | loss: 0.031144 | val_loss: 0.0311509 | Time: 2590.71 ms
[2021-01-21 23:15:44 main:574] : INFO : Epoch 994 | loss: 0.0311457 | val_loss: 0.031155 | Time: 2537.9 ms
[2021-01-21 23:15:46 main:574] : INFO : Epoch 995 | loss: 0.0311444 | val_loss: 0.0311555 | Time: 2612.34 ms
[2021-01-21 23:15:49 main:574] : INFO : Epoch 996 | loss: 0.031145 | val_loss: 0.0311541 | Time: 2555.45 ms
[2021-01-21 23:15:52 main:574] : INFO : Epoch 997 | loss: 0.0311422 | val_loss: 0.0311531 | Time: 2551.97 ms
[2021-01-21 23:15:54 main:574] : INFO : Epoch 998 | loss: 0.0311409 | val_loss: 0.0311527 | Time: 2589.09 ms
[2021-01-21 23:15:57 main:574] : INFO : Epoch 999 | loss: 0.0311414 | val_loss: 0.0311579 | Time: 2623.46 ms
[2021-01-21 23:15:59 main:574] : INFO : Epoch 1000 | loss: 0.0311439 | val_loss: 0.0311574 | Time: 2563.34 ms
[2021-01-21 23:16:02 main:574] : INFO : Epoch 1001 | loss: 0.031144 | val_loss: 0.0311547 | Time: 2553.77 ms
[2021-01-21 23:16:05 main:574] : INFO : Epoch 1002 | loss: 0.0311418 | val_loss: 0.0311535 | Time: 2528.4 ms
[2021-01-21 23:16:07 main:574] : INFO : Epoch 1003 | loss: 0.0311427 | val_loss: 0.0311554 | Time: 2527.89 ms
[2021-01-21 23:16:10 main:574] : INFO : Epoch 1004 | loss: 0.0311435 | val_loss: 0.0311556 | Time: 2585.77 ms
[2021-01-21 23:16:12 main:574] : INFO : Epoch 1005 | loss: 0.0311487 | val_loss: 0.0311581 | Time: 2565.17 ms
[2021-01-21 23:16:15 main:574] : INFO : Epoch 1006 | loss: 0.0311467 | val_loss: 0.0311543 | Time: 2596.78 ms
[2021-01-21 23:16:18 main:574] : INFO : Epoch 1007 | loss: 0.0311458 | val_loss: 0.0311546 | Time: 2595.63 ms
[2021-01-21 23:16:20 main:574] : INFO : Epoch 1008 | loss: 0.0311476 | val_loss: 0.0311563 | Time: 2598.34 ms
[2021-01-21 23:16:23 main:574] : INFO : Epoch 1009 | loss: 0.0311449 | val_loss: 0.0311564 | Time: 2529.29 ms
[2021-01-21 23:16:26 main:574] : INFO : Epoch 1010 | loss: 0.0311461 | val_loss: 0.0311574 | Time: 2572.13 ms
[2021-01-21 23:16:28 main:574] : INFO : Epoch 1011 | loss: 0.0311455 | val_loss: 0.0311594 | Time: 2603.71 ms
[2021-01-21 23:16:31 main:574] : INFO : Epoch 1012 | loss: 0.0311457 | val_loss: 0.0311582 | Time: 2574.68 ms
[2021-01-21 23:16:33 main:574] : INFO : Epoch 1013 | loss: 0.0311503 | val_loss: 0.0311544 | Time: 2562.75 ms
[2021-01-21 23:16:36 main:574] : INFO : Epoch 1014 | loss: 0.0311489 | val_loss: 0.0311531 | Time: 2591.35 ms
[2021-01-21 23:16:39 main:574] : INFO : Epoch 1015 | loss: 0.0311471 | val_loss: 0.0311533 | Time: 2572.06 ms
[2021-01-21 23:16:41 main:574] : INFO : Epoch 1016 | loss: 0.0311458 | val_loss: 0.0311524 | Time: 2551.56 ms
[2021-01-21 23:16:44 main:574] : INFO : Epoch 1017 | loss: 0.0311452 | val_loss: 0.0311544 | Time: 2577.35 ms
[2021-01-21 23:16:47 main:574] : INFO : Epoch 1018 | loss: 0.0311449 | val_loss: 0.0311531 | Time: 2619.82 ms
[2021-01-21 23:16:49 main:574] : INFO : Epoch 1019 | loss: 0.0311423 | val_loss: 0.0311537 | Time: 2613.74 ms
[2021-01-21 23:16:52 main:574] : INFO : Epoch 1020 | loss: 0.0311417 | val_loss: 0.0311537 | Time: 2556.06 ms
[2021-01-21 23:16:55 main:574] : INFO : Epoch 1021 | loss: 0.0311404 | val_loss: 0.0311526 | Time: 2561.7 ms
[2021-01-21 23:16:57 main:574] : INFO : Epoch 1022 | loss: 0.0311411 | val_loss: 0.0311568 | Time: 2579.1 ms
[2021-01-21 23:17:00 main:574] : INFO : Epoch 1023 | loss: 0.0311418 | val_loss: 0.0311546 | Time: 2544.66 ms
[2021-01-21 23:17:02 main:574] : INFO : Epoch 1024 | loss: 0.0311408 | val_loss: 0.031155 | Time: 2549.46 ms
[2021-01-21 23:17:02 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031155
[2021-01-21 23:17:02 main:603] : INFO : Saving end state to config to file
[2021-01-21 23:17:03 main:608] : INFO : Success, exiting..
23:17:03 (14076): 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)