Task 2998709
| Name | ParityModified-1605151268-4521-0_1 |
| Workunit | 1306653 |
| Created | 19 Nov 2020, 8:04:30 UTC |
| Sent | 19 Nov 2020, 8:45:18 UTC |
| Report deadline | 27 Nov 2020, 8:45:18 UTC |
| Received | 19 Nov 2020, 13:36:37 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 1621 |
| Run time | 58 min 13 sec |
| CPU time | 56 min 25 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 1,091.81 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.58 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> in:574] : INFO : Epoch 514 | loss: 0.0310311 | val_loss: 0.0312516 | Time: 3384.82 ms [2020-11-19 20:06:40 main:574] : INFO : Epoch 515 | loss: 0.0310329 | val_loss: 0.0312668 | Time: 3399.98 ms [2020-11-19 20:06:44 main:574] : INFO : Epoch 516 | loss: 0.0310347 | val_loss: 0.0312667 | Time: 3400.99 ms [2020-11-19 20:06:47 main:574] : INFO : Epoch 517 | loss: 0.0310363 | val_loss: 0.0312615 | Time: 3413.3 ms [2020-11-19 20:06:51 main:574] : INFO : Epoch 518 | loss: 0.0310409 | val_loss: 0.0312551 | Time: 3367.6 ms [2020-11-19 20:06:54 main:574] : INFO : Epoch 519 | loss: 0.0310358 | val_loss: 0.0312488 | Time: 3416.01 ms [2020-11-19 20:06:57 main:574] : INFO : Epoch 520 | loss: 0.0310341 | val_loss: 0.0312437 | Time: 3369.86 ms [2020-11-19 20:07:01 main:574] : INFO : Epoch 521 | loss: 0.031035 | val_loss: 0.0312435 | Time: 3422.01 ms [2020-11-19 20:07:04 main:574] : INFO : Epoch 522 | loss: 0.0310305 | val_loss: 0.0312628 | Time: 3386.86 ms [2020-11-19 20:07:08 main:574] : INFO : Epoch 523 | loss: 0.031033 | val_loss: 0.0312677 | Time: 3375.67 ms [2020-11-19 20:07:11 main:574] : INFO : Epoch 524 | loss: 0.0310358 | val_loss: 0.0312644 | Time: 3370.57 ms [2020-11-19 20:07:14 main:574] : INFO : Epoch 525 | loss: 0.0310321 | val_loss: 0.0312479 | Time: 3387.34 ms [2020-11-19 20:07:18 main:574] : INFO : Epoch 526 | loss: 0.0310331 | val_loss: 0.0312564 | Time: 3388.48 ms [2020-11-19 20:07:21 main:574] : INFO : Epoch 527 | loss: 0.0310321 | val_loss: 0.0312415 | Time: 3402.04 ms [2020-11-19 20:07:25 main:574] : INFO : Epoch 528 | loss: 0.0310362 | val_loss: 0.0312425 | Time: 3390.33 ms [2020-11-19 20:07:28 main:574] : INFO : Epoch 529 | loss: 0.0310509 | val_loss: 0.0312602 | Time: 3415.08 ms [2020-11-19 20:07:31 main:574] : INFO : Epoch 530 | loss: 0.0310423 | val_loss: 0.0312667 | Time: 3389.23 ms [2020-11-19 20:07:35 main:574] : INFO : Epoch 531 | loss: 0.0310308 | val_loss: 0.0312617 | Time: 3378.92 ms [2020-11-19 20:07:38 main:574] : INFO : Epoch 532 | loss: 0.0310335 | val_loss: 0.0312631 | Time: 3399.84 ms [2020-11-19 20:07:42 main:574] : INFO : Epoch 533 | loss: 0.0310363 | val_loss: 0.0312536 | Time: 3386.51 ms [2020-11-19 20:07:45 main:574] : INFO : Epoch 534 | loss: 0.0310286 | val_loss: 0.0312569 | Time: 3380.55 ms [2020-11-19 20:07:48 main:574] : INFO : Epoch 535 | loss: 0.0310246 | val_loss: 0.0312567 | Time: 3390.07 ms [2020-11-19 20:07:52 main:574] : INFO : Epoch 536 | loss: 0.0310323 | val_loss: 0.0312606 | Time: 3388.37 ms [2020-11-19 20:07:55 main:574] : INFO : Epoch 537 | loss: 0.031035 | val_loss: 0.0312602 | Time: 3370.56 ms [2020-11-19 20:07:59 main:574] : INFO : Epoch 538 | loss: 0.03103 | val_loss: 0.0312653 | Time: 3422.28 ms [2020-11-19 20:08:02 main:574] : INFO : Epoch 539 | loss: 0.0310294 | val_loss: 0.0312464 | Time: 3394.76 ms [2020-11-19 20:08:05 main:574] : INFO : Epoch 540 | loss: 0.0310303 | val_loss: 0.0312506 | Time: 3415.23 ms [2020-11-19 20:08:09 main:574] : INFO : Epoch 541 | loss: 0.0310321 | val_loss: 0.0312552 | Time: 3429.06 ms [2020-11-19 20:08:12 main:574] : INFO : Epoch 542 | loss: 0.0310312 | val_loss: 0.0312601 | Time: 3380.23 ms [2020-11-19 20:08:16 main:574] : INFO : Epoch 543 | loss: 0.0310346 | val_loss: 0.0312787 | Time: 3378.95 ms [2020-11-19 20:08:19 main:574] : INFO : Epoch 544 | loss: 0.0310269 | val_loss: 0.03127 | Time: 3421.68 ms [2020-11-19 20:08:22 main:574] : INFO : Epoch 545 | loss: 0.0310352 | val_loss: 0.0312587 | Time: 3380.01 ms [2020-11-19 20:08:26 main:574] : INFO : Epoch 546 | loss: 0.0311027 | val_loss: 0.0312104 | Time: 3403.42 ms [2020-11-19 20:08:29 main:574] : INFO : Epoch 547 | loss: 0.0311483 | val_loss: 0.0311916 | Time: 3408.69 ms [2020-11-19 20:08:33 main:574] : INFO : Epoch 548 | loss: 0.0311278 | val_loss: 0.031197 | Time: 3383.37 ms [2020-11-19 20:08:36 main:574] : INFO : Epoch 549 | loss: 0.0311081 | val_loss: 0.0312029 | Time: 3400.13 ms [2020-11-19 20:08:39 main:574] : INFO : Epoch 550 | loss: 0.0310913 | val_loss: 0.0312037 | Time: 3410.59 ms [2020-11-19 20:08:43 main:574] : INFO : Epoch 551 | loss: 0.0310782 | val_loss: 0.031226 | Time: 3384.82 ms [2020-11-19 20:08:46 main:574] : INFO : Epoch 552 | loss: 0.0310666 | val_loss: 0.0312268 | Time: 3386.75 ms [2020-11-19 20:08:50 main:574] : INFO : Epoch 553 | loss: 0.0310549 | val_loss: 0.0312412 | Time: 3370.62 ms [2020-11-19 20:08:53 main:574] : INFO : Epoch 554 | loss: 0.0310451 | val_loss: 0.0312377 | Time: 3381.31 ms [2020-11-19 20:08:56 main:574] : INFO : Epoch 555 | loss: 0.0310401 | val_loss: 0.0312469 | Time: 3387.88 ms [2020-11-19 20:09:00 main:574] : INFO : Epoch 556 | loss: 0.0310317 | val_loss: 0.0312525 | Time: 3373.69 ms [2020-11-19 20:09:03 main:574] : INFO : Epoch 557 | loss: 0.031034 | val_loss: 0.0312479 | Time: 3387.2 ms [2020-11-19 20:09:07 main:574] : INFO : Epoch 558 | loss: 0.0310366 | val_loss: 0.031253 | Time: 3387.35 ms [2020-11-19 20:09:10 main:574] : INFO : Epoch 559 | loss: 0.0310354 | val_loss: 0.031275 | Time: 3389 ms [2020-11-19 20:09:13 main:574] : INFO : Epoch 560 | loss: 0.0310375 | val_loss: 0.0312608 | Time: 3390.15 ms [2020-11-19 20:09:17 main:574] : INFO : Epoch 561 | loss: 0.0310359 | val_loss: 0.031252 | Time: 3383.24 ms [2020-11-19 20:09:20 main:574] : INFO : Epoch 562 | loss: 0.031034 | val_loss: 0.031261 | Time: 3379.93 ms [2020-11-19 20:09:24 main:574] : INFO : Epoch 563 | loss: 0.0310363 | val_loss: 0.0312567 | Time: 3403.36 ms [2020-11-19 20:09:27 main:574] : INFO : Epoch 564 | loss: 0.0310359 | val_loss: 0.0312569 | Time: 3410.19 ms [2020-11-19 20:09:30 main:574] : INFO : Epoch 565 | loss: 0.0310384 | val_loss: 0.0312213 | Time: 3363.15 ms [2020-11-19 20:09:34 main:574] : INFO : Epoch 566 | loss: 0.0310345 | val_loss: 0.0312461 | Time: 3423.71 ms [2020-11-19 20:09:37 main:574] : INFO : Epoch 567 | loss: 0.031031 | val_loss: 0.0312793 | Time: 3399.4 ms [2020-11-19 20:09:41 main:574] : INFO : Epoch 568 | loss: 0.0310317 | val_loss: 0.0312449 | Time: 3389.5 ms [2020-11-19 20:09:44 main:574] : INFO : Epoch 569 | loss: 0.031041 | val_loss: 0.0312406 | Time: 3395.41 ms [2020-11-19 20:09:47 main:574] : INFO : Epoch 570 | loss: 0.0310343 | val_loss: 0.0312675 | Time: 3394.93 ms [2020-11-19 20:09:51 main:574] : INFO : Epoch 571 | loss: 0.0310269 | val_loss: 0.0312583 | Time: 3401.86 ms [2020-11-19 20:09:54 main:574] : INFO : Epoch 572 | loss: 0.0310253 | val_loss: 0.0312512 | Time: 3403.92 ms [2020-11-19 20:09:58 main:574] : INFO : Epoch 573 | loss: 0.0310309 | val_loss: 0.0312545 | Time: 3393.06 ms [2020-11-19 20:10:01 main:574] : INFO : Epoch 574 | loss: 0.0310267 | val_loss: 0.031266 | Time: 3410 ms [2020-11-19 20:10:04 main:574] : INFO : Epoch 575 | loss: 0.0310302 | val_loss: 0.031253 | Time: 3401.8 ms [2020-11-19 20:10:08 main:574] : INFO : Epoch 576 | loss: 0.0310328 | val_loss: 0.0312381 | Time: 3383.02 ms [2020-11-19 20:10:11 main:574] : INFO : Epoch 577 | loss: 0.0310302 | val_loss: 0.0312703 | Time: 3405.13 ms [2020-11-19 20:10:15 main:574] : INFO : Epoch 578 | loss: 0.031027 | val_loss: 0.0312581 | Time: 3404.37 ms [2020-11-19 20:10:18 main:574] : INFO : Epoch 579 | loss: 0.0310304 | val_loss: 0.0312588 | Time: 3380.21 ms [2020-11-19 20:10:21 main:574] : INFO : Epoch 580 | loss: 0.0310287 | val_loss: 0.0312743 | Time: 3385.94 ms [2020-11-19 20:10:25 main:574] : INFO : Epoch 581 | loss: 0.0310276 | val_loss: 0.0312541 | Time: 3382.53 ms [2020-11-19 20:10:28 main:574] : INFO : Epoch 582 | loss: 0.0310369 | val_loss: 0.0312472 | Time: 3395.61 ms [2020-11-19 20:10:32 main:574] : INFO : Epoch 583 | loss: 0.0310262 | val_loss: 0.0312673 | Time: 3396.34 ms [2020-11-19 20:10:35 main:574] : INFO : Epoch 584 | loss: 0.0310277 | val_loss: 0.0312628 | Time: 3381.77 ms [2020-11-19 20:10:38 main:574] : INFO : Epoch 585 | loss: 0.0310309 | val_loss: 0.0312637 | Time: 3403.6 ms [2020-11-19 20:10:42 main:574] : INFO : Epoch 586 | loss: 0.0310355 | val_loss: 0.0312745 | Time: 3400.63 ms [2020-11-19 20:10:45 main:574] : INFO : Epoch 587 | loss: 0.0310382 | val_loss: 0.0312439 | Time: 3365.62 ms [2020-11-19 20:10:49 main:574] : INFO : Epoch 588 | loss: 0.0310396 | val_loss: 0.0312364 | Time: 3390.05 ms [2020-11-19 20:10:52 main:574] : INFO : Epoch 589 | loss: 0.0310309 | val_loss: 0.0312369 | Time: 3397.88 ms [2020-11-19 20:10:55 main:574] : INFO : Epoch 590 | loss: 0.0310289 | val_loss: 0.0312487 | Time: 3390.76 ms [2020-11-19 20:10:59 main:574] : INFO : Epoch 591 | loss: 0.0310231 | val_loss: 0.0312413 | Time: 3404.18 ms [2020-11-19 20:11:02 main:574] : INFO : Epoch 592 | loss: 0.0310349 | val_loss: 0.0312619 | Time: 3383.96 ms [2020-11-19 20:11:06 main:574] : INFO : Epoch 593 | loss: 0.0310348 | val_loss: 0.0312337 | Time: 3372.38 ms [2020-11-19 20:11:09 main:574] : INFO : Epoch 594 | loss: 0.0310377 | val_loss: 0.0312653 | Time: 3398.8 ms [2020-11-19 20:11:12 main:574] : INFO : Epoch 595 | loss: 0.0310327 | val_loss: 0.0312582 | Time: 3395 ms [2020-11-19 20:11:16 main:574] : INFO : Epoch 596 | loss: 0.0310328 | val_loss: 0.0312484 | Time: 3373.85 ms [2020-11-19 20:11:19 main:574] : INFO : Epoch 597 | loss: 0.0310328 | val_loss: 0.0312509 | Time: 3424.72 ms [2020-11-19 20:11:23 main:574] : INFO : Epoch 598 | loss: 0.0310296 | val_loss: 0.0312561 | Time: 3382.88 ms [2020-11-19 20:11:26 main:574] : INFO : Epoch 599 | loss: 0.0310278 | val_loss: 0.0312615 | Time: 3398.55 ms [2020-11-19 20:11:29 main:574] : INFO : Epoch 600 | loss: 0.0310277 | val_loss: 0.0312653 | Time: 3404.07 ms [2020-11-19 20:11:33 main:574] : INFO : Epoch 601 | loss: 0.0310257 | val_loss: 0.0312752 | Time: 3401.8 ms [2020-11-19 20:11:36 main:574] : INFO : Epoch 602 | loss: 0.0310267 | val_loss: 0.0312713 | Time: 3384.92 ms [2020-11-19 20:11:40 main:574] : INFO : Epoch 603 | loss: 0.0310212 | val_loss: 0.0312731 | Time: 3388.96 ms [2020-11-19 20:11:43 main:574] : INFO : Epoch 604 | loss: 0.0310494 | val_loss: 0.0312549 | Time: 3367.24 ms [2020-11-19 20:11:46 main:574] : INFO : Epoch 605 | loss: 0.0310368 | val_loss: 0.0312403 | Time: 3409.71 ms [2020-11-19 20:11:50 main:574] : INFO : Epoch 606 | loss: 0.0310258 | val_loss: 0.0312584 | Time: 3416.45 ms [2020-11-19 20:11:53 main:574] : INFO : Epoch 607 | loss: 0.0310294 | val_loss: 0.0312425 | Time: 3389.62 ms [2020-11-19 20:11:57 main:574] : INFO : Epoch 608 | loss: 0.0310303 | val_loss: 0.0312573 | Time: 3399.22 ms [2020-11-19 20:12:00 main:574] : INFO : Epoch 609 | loss: 0.0310249 | val_loss: 0.031245 | Time: 3385.73 ms [2020-11-19 20:12:03 main:574] : INFO : Epoch 610 | loss: 0.0310238 | val_loss: 0.0312545 | Time: 3382.3 ms [2020-11-19 20:12:07 main:574] : INFO : Epoch 611 | loss: 0.0310284 | val_loss: 0.0312809 | Time: 3416.55 ms [2020-11-19 20:12:10 main:574] : INFO : Epoch 612 | loss: 0.0310329 | val_loss: 0.031239 | Time: 3380.99 ms [2020-11-19 20:12:14 main:574] : INFO : Epoch 613 | loss: 0.0310266 | val_loss: 0.0312652 | Time: 3392.59 ms [2020-11-19 20:12:17 main:574] : INFO : Epoch 614 | loss: 0.03103 | val_loss: 0.0312572 | Time: 3413.27 ms [2020-11-19 20:12:20 main:574] : INFO : Epoch 615 | loss: 0.0310285 | val_loss: 0.0312922 | Time: 3385.37 ms [2020-11-19 20:12:24 main:574] : INFO : Epoch 616 | loss: 0.0310304 | val_loss: 0.031263 | Time: 3401.16 ms [2020-11-19 20:12:27 main:574] : INFO : Epoch 617 | loss: 0.0310333 | val_loss: 0.0312714 | Time: 3408.36 ms [2020-11-19 20:12:31 main:574] : INFO : Epoch 618 | loss: 0.0310282 | val_loss: 0.0312496 | Time: 3412.42 ms [2020-11-19 20:12:34 main:574] : INFO : Epoch 619 | loss: 0.0310245 | val_loss: 0.0312544 | Time: 3400.37 ms [2020-11-19 20:12:38 main:574] : INFO : Epoch 620 | loss: 0.0310333 | val_loss: 0.0312534 | Time: 3410.62 ms [2020-11-19 20:12:41 main:574] : INFO : Epoch 621 | loss: 0.0310367 | val_loss: 0.0312441 | Time: 3373.84 ms [2020-11-19 20:12:44 main:574] : INFO : Epoch 622 | loss: 0.0310296 | val_loss: 0.0312595 | Time: 3411.35 ms [2020-11-19 20:12:48 main:574] : INFO : Epoch 623 | loss: 0.0310314 | val_loss: 0.031249 | Time: 3392.45 ms [2020-11-19 20:12:51 main:574] : INFO : Epoch 624 | loss: 0.0310253 | val_loss: 0.0312693 | Time: 3374.54 ms [2020-11-19 20:12:55 main:574] : INFO : Epoch 625 | loss: 0.0310245 | val_loss: 0.0312613 | Time: 3423.1 ms [2020-11-19 20:12:58 main:574] : INFO : Epoch 626 | loss: 0.0310257 | val_loss: 0.0312625 | Time: 3397.41 ms [2020-11-19 20:13:01 main:574] : INFO : Epoch 627 | loss: 0.0310337 | val_loss: 0.0312572 | Time: 3395.17 ms [2020-11-19 20:13:05 main:574] : INFO : Epoch 628 | loss: 0.0310291 | val_loss: 0.0312758 | Time: 3407.15 ms [2020-11-19 20:13:08 main:574] : INFO : Epoch 629 | loss: 0.0310349 | val_loss: 0.0312428 | Time: 3404.93 ms [2020-11-19 20:13:12 main:574] : INFO : Epoch 630 | loss: 0.031031 | val_loss: 0.0312497 | Time: 3385 ms [2020-11-19 20:13:15 main:574] : INFO : Epoch 631 | loss: 0.03105 | val_loss: 0.0312435 | Time: 3404.02 ms [2020-11-19 20:13:18 main:574] : INFO : Epoch 632 | loss: 0.0310365 | val_loss: 0.0312351 | Time: 3376.9 ms [2020-11-19 20:13:22 main:574] : INFO : Epoch 633 | loss: 0.0310306 | val_loss: 0.0312527 | Time: 3390.54 ms [2020-11-19 20:13:25 main:574] : INFO : Epoch 634 | loss: 0.0310299 | val_loss: 0.0312505 | Time: 3408.42 ms [2020-11-19 20:13:29 main:574] : INFO : Epoch 635 | loss: 0.0310289 | val_loss: 0.0312574 | Time: 3378.96 ms [2020-11-19 20:13:32 main:574] : INFO : Epoch 636 | loss: 0.0310311 | val_loss: 0.0312481 | Time: 3377.9 ms [2020-11-19 20:13:35 main:574] : INFO : Epoch 637 | loss: 0.0310295 | val_loss: 0.0312632 | Time: 3411.31 ms [2020-11-19 20:13:39 main:574] : INFO : Epoch 638 | loss: 0.0310275 | val_loss: 0.0312624 | Time: 3383.62 ms [2020-11-19 20:13:42 main:574] : INFO : Epoch 639 | loss: 0.0310452 | val_loss: 0.0312654 | Time: 3404.98 ms [2020-11-19 20:13:46 main:574] : INFO : Epoch 640 | loss: 0.0310426 | val_loss: 0.0312428 | Time: 3368.6 ms [2020-11-19 20:13:49 main:574] : INFO : Epoch 641 | loss: 0.0310333 | val_loss: 0.031262 | Time: 3391.63 ms [2020-11-19 20:13:52 main:574] : INFO : Epoch 642 | loss: 0.0310325 | val_loss: 0.0312668 | Time: 3375.3 ms [2020-11-19 20:13:56 main:574] : INFO : Epoch 643 | loss: 0.0310297 | val_loss: 0.0312506 | Time: 3382.72 ms [2020-11-19 20:13:59 main:574] : INFO : Epoch 644 | loss: 0.0310221 | val_loss: 0.0312483 | Time: 3416.46 ms [2020-11-19 20:14:03 main:574] : INFO : Epoch 645 | loss: 0.031026 | val_loss: 0.0312552 | Time: 3379.07 ms [2020-11-19 20:14:06 main:574] : INFO : Epoch 646 | loss: 0.0310273 | val_loss: 0.0312722 | Time: 3381.72 ms [2020-11-19 20:14:09 main:574] : INFO : Epoch 647 | loss: 0.0310354 | val_loss: 0.031241 | Time: 3435.08 ms [2020-11-19 20:14:13 main:574] : INFO : Epoch 648 | loss: 0.0310283 | val_loss: 0.0312495 | Time: 3386.07 ms [2020-11-19 20:14:16 main:574] : INFO : Epoch 649 | loss: 0.0310256 | val_loss: 0.0312643 | Time: 3374.2 ms [2020-11-19 20:14:20 main:574] : INFO : Epoch 650 | loss: 0.0310283 | val_loss: 0.0312573 | Time: 3413.4 ms [2020-11-19 20:14:23 main:574] : INFO : Epoch 651 | loss: 0.0310294 | val_loss: 0.0312701 | Time: 3402.56 ms [2020-11-19 20:14:26 main:574] : INFO : Epoch 652 | loss: 0.0310239 | val_loss: 0.031251 | Time: 3377.15 ms [2020-11-19 20:14:30 main:574] : INFO : Epoch 653 | loss: 0.0310254 | val_loss: 0.0312572 | Time: 3392.89 ms [2020-11-19 20:14:33 main:574] : INFO : Epoch 654 | loss: 0.0310215 | val_loss: 0.0312582 | Time: 3391.49 ms [2020-11-19 20:14:37 main:574] : INFO : Epoch 655 | loss: 0.0310221 | val_loss: 0.0312538 | Time: 3380.42 ms [2020-11-19 20:14:40 main:574] : INFO : Epoch 656 | loss: 0.0310252 | val_loss: 0.0312536 | Time: 3401.94 ms [2020-11-19 20:14:43 main:574] : INFO : Epoch 657 | loss: 0.0310462 | val_loss: 0.0312528 | Time: 3409.21 ms [2020-11-19 20:14:47 main:574] : INFO : Epoch 658 | loss: 0.0310407 | val_loss: 0.0312497 | Time: 3404.29 ms [2020-11-19 20:14:50 main:574] : INFO : Epoch 659 | loss: 0.0310379 | val_loss: 0.031267 | Time: 3411.44 ms [2020-11-19 20:14:54 main:574] : INFO : Epoch 660 | loss: 0.0310379 | val_loss: 0.0312534 | Time: 3385.38 ms [2020-11-19 20:14:57 main:574] : INFO : Epoch 661 | loss: 0.0310289 | val_loss: 0.0312675 | Time: 3383.15 ms [2020-11-19 20:15:00 main:574] : INFO : Epoch 662 | loss: 0.0310262 | val_loss: 0.0312411 | Time: 3425.46 ms [2020-11-19 20:15:04 main:574] : INFO : Epoch 663 | loss: 0.0310267 | val_loss: 0.0312637 | Time: 3402.11 ms [2020-11-19 20:15:07 main:574] : INFO : Epoch 664 | loss: 0.0310214 | val_loss: 0.0312467 | Time: 3404.5 ms [2020-11-19 20:15:11 main:574] : INFO : Epoch 665 | loss: 0.0310291 | val_loss: 0.0312532 | Time: 3394.79 ms [2020-11-19 20:15:14 main:574] : INFO : Epoch 666 | loss: 0.0310291 | val_loss: 0.0312604 | Time: 3374.35 ms [2020-11-19 20:15:17 main:574] : INFO : Epoch 667 | loss: 0.0310264 | val_loss: 0.0312473 | Time: 3386.01 ms [2020-11-19 20:15:21 main:574] : INFO : Epoch 668 | loss: 0.0310221 | val_loss: 0.0312529 | Time: 3415.4 ms [2020-11-19 20:15:24 main:574] : INFO : Epoch 669 | loss: 0.0310266 | val_loss: 0.0312755 | Time: 3396.79 ms [2020-11-19 20:15:28 main:574] : INFO : Epoch 670 | loss: 0.0310218 | val_loss: 0.0312456 | Time: 3394.28 ms [2020-11-19 20:15:31 main:574] : INFO : Epoch 671 | loss: 0.0310311 | val_loss: 0.0312469 | Time: 3406.71 ms [2020-11-19 20:15:34 main:574] : INFO : Epoch 672 | loss: 0.0310292 | val_loss: 0.0312691 | Time: 3396.37 ms [2020-11-19 20:15:38 main:574] : INFO : Epoch 673 | loss: 0.0310325 | val_loss: 0.0312602 | Time: 3398.93 ms [2020-11-19 20:15:41 main:574] : INFO : Epoch 674 | loss: 0.0310318 | val_loss: 0.0312548 | Time: 3399.48 ms [2020-11-19 20:15:45 main:574] : INFO : Epoch 675 | loss: 0.0310289 | val_loss: 0.0312623 | Time: 3388.53 ms [2020-11-19 20:15:48 main:574] : INFO : Epoch 676 | loss: 0.0310208 | val_loss: 0.0312546 | Time: 3420.99 ms [2020-11-19 20:15:51 main:574] : INFO : Epoch 677 | loss: 0.0310191 | val_loss: 0.0312668 | Time: 3370.81 ms [2020-11-19 20:15:55 main:574] : INFO : Epoch 678 | loss: 0.0310227 | val_loss: 0.0312515 | Time: 3392.37 ms [2020-11-19 20:15:58 main:574] : INFO : Epoch 679 | loss: 0.0310248 | val_loss: 0.0312537 | Time: 3395.12 ms [2020-11-19 20:16:02 main:574] : INFO : Epoch 680 | loss: 0.0310263 | val_loss: 0.0312637 | Time: 3355.91 ms [2020-11-19 20:16:05 main:574] : INFO : Epoch 681 | loss: 0.031025 | val_loss: 0.0312634 | Time: 3403.52 ms [2020-11-19 20:16:08 main:574] : INFO : Epoch 682 | loss: 0.0310312 | val_loss: 0.0312423 | Time: 3415.97 ms [2020-11-19 20:16:12 main:574] : INFO : Epoch 683 | loss: 0.0310354 | val_loss: 0.0312548 | Time: 3376.36 ms [2020-11-19 20:16:15 main:574] : INFO : Epoch 684 | loss: 0.0310234 | val_loss: 0.0312513 | Time: 3402.18 ms [2020-11-19 20:16:19 main:574] : INFO : Epoch 685 | loss: 0.031022 | val_loss: 0.0312783 | Time: 3397.33 ms [2020-11-19 20:16:22 main:574] : INFO : Epoch 686 | loss: 0.0310297 | val_loss: 0.0312633 | Time: 3386.28 ms [2020-11-19 20:16:25 main:574] : INFO : Epoch 687 | loss: 0.0310308 | val_loss: 0.0312551 | Time: 3410.65 ms [2020-11-19 20:16:29 main:574] : INFO : Epoch 688 | loss: 0.0310467 | val_loss: 0.0312366 | Time: 3364.12 ms [2020-11-19 20:16:32 main:574] : INFO : Epoch 689 | loss: 0.0310406 | val_loss: 0.0312581 | Time: 3388.01 ms [2020-11-19 20:16:36 main:574] : INFO : Epoch 690 | loss: 0.0310304 | val_loss: 0.031255 | Time: 3399.23 ms [2020-11-19 20:16:39 main:574] : INFO : Epoch 691 | loss: 0.0310259 | val_loss: 0.0312746 | Time: 3379.19 ms [2020-11-19 20:16:42 main:574] : INFO : Epoch 692 | loss: 0.0310219 | val_loss: 0.0312475 | Time: 3385.22 ms [2020-11-19 20:16:46 main:574] : INFO : Epoch 693 | loss: 0.0310214 | val_loss: 0.0312574 | Time: 3419.9 ms [2020-11-19 20:16:49 main:574] : INFO : Epoch 694 | loss: 0.0310201 | val_loss: 0.03126 | Time: 3380.6 ms [2020-11-19 20:16:53 main:574] : INFO : Epoch 695 | loss: 0.0310237 | val_loss: 0.0312582 | Time: 3399.92 ms [2020-11-19 20:16:56 main:574] : INFO : Epoch 696 | loss: 0.0310349 | val_loss: 0.0312606 | Time: 3384.08 ms [2020-11-19 20:16:59 main:574] : INFO : Epoch 697 | loss: 0.0310339 | val_loss: 0.0312629 | Time: 3395.75 ms [2020-11-19 20:17:03 main:574] : INFO : Epoch 698 | loss: 0.0310272 | val_loss: 0.0312718 | Time: 3400.47 ms [2020-11-19 20:17:06 main:574] : INFO : Epoch 699 | loss: 0.0310204 | val_loss: 0.0312542 | Time: 3380.43 ms [2020-11-19 20:17:10 main:574] : INFO : Epoch 700 | loss: 0.0310187 | val_loss: 0.0312717 | Time: 3408.47 ms [2020-11-19 20:17:13 main:574] : INFO : Epoch 701 | loss: 0.0310251 | val_loss: 0.0312737 | Time: 3393.27 ms [2020-11-19 20:17:16 main:574] : INFO : Epoch 702 | loss: 0.031031 | val_loss: 0.0312673 | Time: 3380.18 ms [2020-11-19 20:17:20 main:574] : INFO : Epoch 703 | loss: 0.031023 | val_loss: 0.0312595 | Time: 3412.78 ms [2020-11-19 20:17:23 main:574] : INFO : Epoch 704 | loss: 0.0310256 | val_loss: 0.0312566 | Time: 3383.73 ms [2020-11-19 20:17:27 main:574] : INFO : Epoch 705 | loss: 0.0310278 | val_loss: 0.0312569 | Time: 3371.68 ms [2020-11-19 20:17:30 main:574] : INFO : Epoch 706 | loss: 0.031026 | val_loss: 0.0312647 | Time: 3420.05 ms [2020-11-19 20:17:33 main:574] : INFO : Epoch 707 | loss: 0.0310168 | val_loss: 0.0312933 | Time: 3382.58 ms [2020-11-19 20:17:37 main:574] : INFO : Epoch 708 | loss: 0.0310266 | val_loss: 0.0312546 | Time: 3366.79 ms [2020-11-19 20:17:40 main:574] : INFO : Epoch 709 | loss: 0.0310257 | val_loss: 0.031265 | Time: 3412.57 ms [2020-11-19 20:17:44 main:574] : INFO : Epoch 710 | loss: 0.0310255 | val_loss: 0.0312524 | Time: 3399.65 ms [2020-11-19 20:17:47 main:574] : INFO : Epoch 711 | loss: 0.0310245 | val_loss: 0.0312678 | Time: 3404.91 ms [2020-11-19 20:17:50 main:574] : INFO : Epoch 712 | loss: 0.0310249 | val_loss: 0.0312608 | Time: 3397.36 ms [2020-11-19 20:17:54 main:574] : INFO : Epoch 713 | loss: 0.0310255 | val_loss: 0.031264 | Time: 3393.92 ms [2020-11-19 20:17:57 main:574] : INFO : Epoch 714 | loss: 0.0310206 | val_loss: 0.0312713 | Time: 3376.64 ms [2020-11-19 20:18:01 main:574] : INFO : Epoch 715 | loss: 0.0310193 | val_loss: 0.0312529 | Time: 3419.68 ms [2020-11-19 20:18:04 main:574] : INFO : Epoch 716 | loss: 0.0310273 | val_loss: 0.0312431 | Time: 3384.83 ms [2020-11-19 20:18:07 main:574] : INFO : Epoch 717 | loss: 0.0310303 | val_loss: 0.0312782 | Time: 3407.14 ms [2020-11-19 20:18:11 main:574] : INFO : Epoch 718 | loss: 0.0310275 | val_loss: 0.0312754 | Time: 3405.31 ms [2020-11-19 20:18:14 main:574] : INFO : Epoch 719 | loss: 0.0310529 | val_loss: 0.0313954 | Time: 3400.43 ms [2020-11-19 20:18:18 main:574] : INFO : Epoch 720 | loss: 0.0310682 | val_loss: 0.0312635 | Time: 3382.13 ms [2020-11-19 20:18:21 main:574] : INFO : Epoch 721 | loss: 0.0310279 | val_loss: 0.0312532 | Time: 3405.38 ms [2020-11-19 20:18:24 main:574] : INFO : Epoch 722 | loss: 0.0310351 | val_loss: 0.0312694 | Time: 3365.91 ms [2020-11-19 20:18:28 main:574] : INFO : Epoch 723 | loss: 0.0310331 | val_loss: 0.0312759 | Time: 3395.75 ms [2020-11-19 20:18:31 main:574] : INFO : Epoch 724 | loss: 0.0310207 | val_loss: 0.0312579 | Time: 3376.09 ms [2020-11-19 20:18:35 main:574] : INFO : Epoch 725 | loss: 0.0310241 | val_loss: 0.0312734 | Time: 3376.55 ms [2020-11-19 20:18:38 main:574] : INFO : Epoch 726 | loss: 0.0310219 | val_loss: 0.0312811 | Time: 3373.41 ms [2020-11-19 20:18:41 main:574] : INFO : Epoch 727 | loss: 0.0310282 | val_loss: 0.0312663 | Time: 3388.31 ms [2020-11-19 20:18:45 main:574] : INFO : Epoch 728 | loss: 0.0310257 | val_loss: 0.031271 | Time: 3385.57 ms [2020-11-19 20:18:48 main:574] : INFO : Epoch 729 | loss: 0.0310274 | val_loss: 0.0312644 | Time: 3401.26 ms [2020-11-19 20:18:52 main:574] : INFO : Epoch 730 | loss: 0.031035 | val_loss: 0.0312519 | Time: 3361.78 ms [2020-11-19 20:18:55 main:574] : INFO : Epoch 731 | loss: 0.0310332 | val_loss: 0.0312528 | Time: 3386.95 ms [2020-11-19 20:18:58 main:574] : INFO : Epoch 732 | loss: 0.0310268 | val_loss: 0.0312448 | Time: 3421.94 ms [2020-11-19 20:19:02 main:574] : INFO : Epoch 733 | loss: 0.0310285 | val_loss: 0.0312581 | Time: 3396.12 ms [2020-11-19 20:19:05 main:574] : INFO : Epoch 734 | loss: 0.0310344 | val_loss: 0.0312702 | Time: 3394.38 ms [2020-11-19 20:19:09 main:574] : INFO : Epoch 735 | loss: 0.0310262 | val_loss: 0.031247 | Time: 3407.27 ms [2020-11-19 20:19:12 main:574] : INFO : Epoch 736 | loss: 0.0310283 | val_loss: 0.0312492 | Time: 3397.01 ms [2020-11-19 20:19:15 main:574] : INFO : Epoch 737 | loss: 0.0310302 | val_loss: 0.0312565 | Time: 3399.48 ms [2020-11-19 20:19:19 main:574] : INFO : Epoch 738 | loss: 0.0310335 | val_loss: 0.0312579 | Time: 3416.35 ms [2020-11-19 20:19:22 main:574] : INFO : Epoch 739 | loss: 0.0310283 | val_loss: 0.0312516 | Time: 3395.17 ms [2020-11-19 20:19:26 main:574] : INFO : Epoch 740 | loss: 0.031022 | val_loss: 0.031255 | Time: 3420.92 ms [2020-11-19 20:19:29 main:574] : INFO : Epoch 741 | loss: 0.0310195 | val_loss: 0.031262 | Time: 3394.73 ms [2020-11-19 20:19:33 main:574] : INFO : Epoch 742 | loss: 0.0310191 | val_loss: 0.0312722 | Time: 3380.7 ms [2020-11-19 20:19:36 main:574] : INFO : Epoch 743 | loss: 0.0310266 | val_loss: 0.0312583 | Time: 3412.72 ms [2020-11-19 20:19:39 main:574] : INFO : Epoch 744 | loss: 0.0310411 | val_loss: 0.0312423 | Time: 3390.53 ms [2020-11-19 20:19:43 main:574] : INFO : Epoch 745 | loss: 0.0310369 | val_loss: 0.0312715 | Time: 3389.83 ms [2020-11-19 20:19:46 main:574] : INFO : Epoch 746 | loss: 0.0310253 | val_loss: 0.031253 | Time: 3388.29 ms [2020-11-19 20:19:50 main:574] : INFO : Epoch 747 | loss: 0.0310278 | val_loss: 0.0312597 | Time: 3391.49 ms [2020-11-19 20:19:53 main:574] : INFO : Epoch 748 | loss: 0.0310317 | val_loss: 0.0312557 | Time: 3403.19 ms [2020-11-19 20:19:56 main:574] : INFO : Epoch 749 | loss: 0.0310236 | val_loss: 0.0312639 | Time: 3415.23 ms [2020-11-19 20:20:00 main:574] : INFO : Epoch 750 | loss: 0.0310202 | val_loss: 0.0312574 | Time: 3383.86 ms [2020-11-19 20:20:03 main:574] : INFO : Epoch 751 | loss: 0.0310252 | val_loss: 0.0312499 | Time: 3398.44 ms [2020-11-19 20:20:07 main:574] : INFO : Epoch 752 | loss: 0.0310342 | val_loss: 0.0312625 | Time: 3393.53 ms [2020-11-19 20:20:10 main:574] : INFO : Epoch 753 | loss: 0.0310292 | val_loss: 0.03126 | Time: 3400.85 ms [2020-11-19 20:20:13 main:574] : INFO : Epoch 754 | loss: 0.0310366 | val_loss: 0.0312435 | Time: 3408.23 ms [2020-11-19 20:20:17 main:574] : INFO : Epoch 755 | loss: 0.0310322 | val_loss: 0.0312638 | Time: 3378.17 ms [2020-11-19 20:20:20 main:574] : INFO : Epoch 756 | loss: 0.0310296 | val_loss: 0.031266 | Time: 3420.5 ms [2020-11-19 20:20:24 main:574] : INFO : Epoch 757 | loss: 0.0310208 | val_loss: 0.0312689 | Time: 3384.59 ms [2020-11-19 20:20:27 main:574] : INFO : Epoch 758 | loss: 0.0310178 | val_loss: 0.0312731 | Time: 3371.49 ms [2020-11-19 20:20:30 main:574] : INFO : Epoch 759 | loss: 0.0310241 | val_loss: 0.0312573 | Time: 3399.83 ms [2020-11-19 20:20:34 main:574] : INFO : Epoch 760 | loss: 0.0310353 | val_loss: 0.0312401 | Time: 3422.22 ms [2020-11-19 20:20:37 main:574] : INFO : Epoch 761 | loss: 0.0310284 | val_loss: 0.031246 | Time: 3390.56 ms [2020-11-19 20:20:41 main:574] : INFO : Epoch 762 | loss: 0.0310274 | val_loss: 0.031257 | Time: 3410.55 ms [2020-11-19 20:20:44 main:574] : INFO : Epoch 763 | loss: 0.0310228 | val_loss: 0.0312631 | Time: 3391.86 ms [2020-11-19 20:20:47 main:574] : INFO : Epoch 764 | loss: 0.0310238 | val_loss: 0.0312666 | Time: 3385.76 ms [2020-11-19 20:20:51 main:574] : INFO : Epoch 765 | loss: 0.031021 | val_loss: 0.031262 | Time: 3424.87 ms [2020-11-19 20:20:54 main:574] : INFO : Epoch 766 | loss: 0.0310221 | val_loss: 0.031273 | Time: 3390.08 ms [2020-11-19 20:20:58 main:574] : INFO : Epoch 767 | loss: 0.0310226 | val_loss: 0.0312576 | Time: 3403.62 ms [2020-11-19 20:21:01 main:574] : INFO : Epoch 768 | loss: 0.0310227 | val_loss: 0.0312501 | Time: 3412.82 ms [2020-11-19 20:21:04 main:574] : INFO : Epoch 769 | loss: 0.0310271 | val_loss: 0.0312464 | Time: 3380.77 ms [2020-11-19 20:21:08 main:574] : INFO : Epoch 770 | loss: 0.0310219 | val_loss: 0.0312551 | Time: 3413.1 ms [2020-11-19 20:21:11 main:574] : INFO : Epoch 771 | loss: 0.0310167 | val_loss: 0.031259 | Time: 3398.24 ms [2020-11-19 20:21:15 main:574] : INFO : Epoch 772 | loss: 0.0310183 | val_loss: 0.0312701 | Time: 3396.52 ms [2020-11-19 20:21:18 main:574] : INFO : Epoch 773 | loss: 0.0310229 | val_loss: 0.0312422 | Time: 3399.86 ms [2020-11-19 20:21:22 main:574] : INFO : Epoch 774 | loss: 0.0310292 | val_loss: 0.0312437 | Time: 3414.5 ms [2020-11-19 20:21:25 main:574] : INFO : Epoch 775 | loss: 0.0310248 | val_loss: 0.0312445 | Time: 3382.57 ms [2020-11-19 20:21:28 main:574] : INFO : Epoch 776 | loss: 0.0310201 | val_loss: 0.0312484 | Time: 3398.31 ms [2020-11-19 20:21:32 main:574] : INFO : Epoch 777 | loss: 0.0310246 | val_loss: 0.0312693 | Time: 3398.44 ms [2020-11-19 20:21:35 main:574] : INFO : Epoch 778 | loss: 0.0310211 | val_loss: 0.0312503 | Time: 3379.03 ms [2020-11-19 20:21:38 main:574] : INFO : Epoch 779 | loss: 0.0310286 | val_loss: 0.0312532 | Time: 3398.21 ms [2020-11-19 20:21:42 main:574] : INFO : Epoch 780 | loss: 0.0310291 | val_loss: 0.0312628 | Time: 3387.15 ms [2020-11-19 20:21:45 main:574] : INFO : Epoch 781 | loss: 0.0310243 | val_loss: 0.0312645 | Time: 3396.56 ms [2020-11-19 20:21:49 main:574] : INFO : Epoch 782 | loss: 0.0310249 | val_loss: 0.031262 | Time: 3390.91 ms [2020-11-19 20:21:52 main:574] : INFO : Epoch 783 | loss: 0.0310195 | val_loss: 0.0312619 | Time: 3399.99 ms [2020-11-19 20:21:55 main:574] : INFO : Epoch 784 | loss: 0.0310221 | val_loss: 0.0312623 | Time: 3384.18 ms [2020-11-19 20:21:59 main:574] : INFO : Epoch 785 | loss: 0.0310321 | val_loss: 0.0312477 | Time: 3401.53 ms [2020-11-19 20:22:02 main:574] : INFO : Epoch 786 | loss: 0.0310346 | val_loss: 0.0312612 | Time: 3397.8 ms [2020-11-19 20:22:06 main:574] : INFO : Epoch 787 | loss: 0.03103 | val_loss: 0.0312457 | Time: 3415.94 ms [2020-11-19 20:22:09 main:574] : INFO : Epoch 788 | loss: 0.0310367 | val_loss: 0.0312529 | Time: 3388.71 ms [2020-11-19 20:22:13 main:574] : INFO : Epoch 789 | loss: 0.0310266 | val_loss: 0.0312465 | Time: 3407.01 ms [2020-11-19 20:22:16 main:574] : INFO : Epoch 790 | loss: 0.031021 | val_loss: 0.0312577 | Time: 3399.31 ms [2020-11-19 20:22:19 main:574] : INFO : Epoch 791 | loss: 0.0310216 | val_loss: 0.0312783 | Time: 3375.05 ms [2020-11-19 20:22:23 main:574] : INFO : Epoch 792 | loss: 0.0310247 | val_loss: 0.0312612 | Time: 3365.2 ms [2020-11-19 20:22:26 main:574] : INFO : Epoch 793 | loss: 0.0310212 | val_loss: 0.0312835 | Time: 3402.09 ms [2020-11-19 20:22:29 main:574] : INFO : Epoch 794 | loss: 0.031028 | val_loss: 0.0312497 | Time: 3392.27 ms [2020-11-19 20:22:33 main:574] : INFO : Epoch 795 | loss: 0.0310228 | val_loss: 0.0312583 | Time: 3397.89 ms [2020-11-19 20:22:36 main:574] : INFO : Epoch 796 | loss: 0.0310268 | val_loss: 0.0312759 | Time: 3400.33 ms [2020-11-19 20:22:40 main:574] : INFO : Epoch 797 | loss: 0.0310304 | val_loss: 0.031262 | Time: 3394.86 ms [2020-11-19 20:22:43 main:574] : INFO : Epoch 798 | loss: 0.0310263 | val_loss: 0.031264 | Time: 3400.44 ms [2020-11-19 20:22:47 main:574] : INFO : Epoch 799 | loss: 0.0310214 | val_loss: 0.0312536 | Time: 3403.96 ms [2020-11-19 20:22:50 main:574] : INFO : Epoch 800 | loss: 0.0310249 | val_loss: 0.0312566 | Time: 3375.57 ms [2020-11-19 20:22:53 main:574] : INFO : Epoch 801 | loss: 0.0310212 | val_loss: 0.0312621 | Time: 3397.99 ms [2020-11-19 20:22:57 main:574] : INFO : Epoch 802 | loss: 0.0310213 | val_loss: 0.0312604 | Time: 3422.22 ms [2020-11-19 20:23:00 main:574] : INFO : Epoch 803 | loss: 0.0310243 | val_loss: 0.031258 | Time: 3399.04 ms [2020-11-19 20:23:04 main:574] : INFO : Epoch 804 | loss: 0.0310183 | val_loss: 0.031258 | Time: 3405.84 ms [2020-11-19 20:23:07 main:574] : INFO : Epoch 805 | loss: 0.0310242 | val_loss: 0.0312493 | Time: 3408.23 ms [2020-11-19 20:23:10 main:574] : INFO : Epoch 806 | loss: 0.0310203 | val_loss: 0.0312744 | Time: 3381.55 ms [2020-11-19 20:23:14 main:574] : INFO : Epoch 807 | loss: 0.0310204 | val_loss: 0.0312688 | Time: 3413.9 ms [2020-11-19 20:23:17 main:574] : INFO : Epoch 808 | loss: 0.0310205 | val_loss: 0.03126 | Time: 3398.1 ms [2020-11-19 20:23:21 main:574] : INFO : Epoch 809 | loss: 0.031053 | val_loss: 0.0312185 | Time: 3409.55 ms [2020-11-19 20:23:24 main:574] : INFO : Epoch 810 | loss: 0.0311894 | val_loss: 0.0311895 | Time: 3387.7 ms [2020-11-19 20:23:27 main:574] : INFO : Epoch 811 | loss: 0.031177 | val_loss: 0.0311769 | Time: 3395.78 ms [2020-11-19 20:23:31 main:574] : INFO : Epoch 812 | loss: 0.031157 | val_loss: 0.0311756 | Time: 3391.19 ms [2020-11-19 20:23:34 main:574] : INFO : Epoch 813 | loss: 0.031147 | val_loss: 0.0311721 | Time: 3381.43 ms [2020-11-19 20:23:38 main:574] : INFO : Epoch 814 | loss: 0.0311421 | val_loss: 0.0311708 | Time: 3379.91 ms [2020-11-19 20:23:41 main:574] : INFO : Epoch 815 | loss: 0.031135 | val_loss: 0.0311696 | Time: 3397.28 ms [2020-11-19 20:23:44 main:574] : INFO : Epoch 816 | loss: 0.0311327 | val_loss: 0.0311776 | Time: 3397.17 ms [2020-11-19 20:23:48 main:574] : INFO : Epoch 817 | loss: 0.0311313 | val_loss: 0.0311806 | Time: 3373.16 ms [2020-11-19 20:23:51 main:574] : INFO : Epoch 818 | loss: 0.0311276 | val_loss: 0.0311764 | Time: 3407.72 ms [2020-11-19 20:23:55 main:574] : INFO : Epoch 819 | loss: 0.0311219 | val_loss: 0.0311742 | Time: 3411.41 ms [2020-11-19 20:23:58 main:574] : INFO : Epoch 820 | loss: 0.0311193 | val_loss: 0.0311771 | Time: 3366.67 ms [2020-11-19 20:24:01 main:574] : INFO : Epoch 821 | loss: 0.0311159 | val_loss: 0.0311832 | Time: 3414.64 ms [2020-11-19 20:24:05 main:574] : INFO : Epoch 822 | loss: 0.0311139 | val_loss: 0.0311799 | Time: 3382.22 ms [2020-11-19 20:24:08 main:574] : INFO : Epoch 823 | loss: 0.0311115 | val_loss: 0.0311803 | Time: 3379.11 ms [2020-11-19 20:24:12 main:574] : INFO : Epoch 824 | loss: 0.031108 | val_loss: 0.0311802 | Time: 3422.24 ms [2020-11-19 20:24:15 main:574] : INFO : Epoch 825 | loss: 0.0311066 | val_loss: 0.0311817 | Time: 3423.49 ms [2020-11-19 20:24:18 main:574] : INFO : Epoch 826 | loss: 0.0311043 | val_loss: 0.0311836 | Time: 3403.8 ms [2020-11-19 20:24:22 main:574] : INFO : Epoch 827 | loss: 0.0311034 | val_loss: 0.0311844 | Time: 3410.82 ms [2020-11-19 20:24:25 main:574] : INFO : Epoch 828 | loss: 0.0311024 | val_loss: 0.0311816 | Time: 3378.21 ms [2020-11-19 20:24:29 main:574] : INFO : Epoch 829 | loss: 0.0311001 | val_loss: 0.031185 | Time: 3396.91 ms [2020-11-19 20:24:32 main:574] : INFO : Epoch 830 | loss: 0.0310988 | val_loss: 0.0311868 | Time: 3402.38 ms [2020-11-19 20:24:35 main:574] : INFO : Epoch 831 | loss: 0.0310963 | val_loss: 0.0311922 | Time: 3393.33 ms [2020-11-19 20:24:39 main:574] : INFO : Epoch 832 | loss: 0.0310965 | val_loss: 0.0311906 | Time: 3367.45 ms [2020-11-19 20:24:42 main:574] : INFO : Epoch 833 | loss: 0.0310948 | val_loss: 0.0311974 | Time: 3404.35 ms [2020-11-19 20:24:46 main:574] : INFO : Epoch 834 | loss: 0.0310914 | val_loss: 0.0311974 | Time: 3377.95 ms [2020-11-19 20:24:49 main:574] : INFO : Epoch 835 | loss: 0.0310893 | val_loss: 0.0311937 | Time: 3399.78 ms [2020-11-19 20:24:52 main:574] : INFO : Epoch 836 | loss: 0.0310889 | val_loss: 0.0311922 | Time: 3408.32 ms [2020-11-19 20:24:56 main:574] : INFO : Epoch 837 | loss: 0.0310871 | val_loss: 0.0312073 | Time: 3379.15 ms [2020-11-19 20:24:59 main:574] : INFO : Epoch 838 | loss: 0.0310854 | val_loss: 0.0312071 | Time: 3396.38 ms [2020-11-19 20:25:03 main:574] : INFO : Epoch 839 | loss: 0.0310846 | val_loss: 0.0312013 | Time: 3389.55 ms [2020-11-19 20:25:06 main:574] : INFO : Epoch 840 | loss: 0.0310827 | val_loss: 0.0312044 | Time: 3383.93 ms [2020-11-19 20:25:09 main:574] : INFO : Epoch 841 | loss: 0.0310821 | val_loss: 0.0312131 | Time: 3381.27 ms [2020-11-19 20:25:13 main:574] : INFO : Epoch 842 | loss: 0.0310798 | val_loss: 0.031209 | Time: 3424.54 ms [2020-11-19 20:25:16 main:574] : INFO : Epoch 843 | loss: 0.0310812 | val_loss: 0.0312041 | Time: 3410.38 ms [2020-11-19 20:25:20 main:574] : INFO : Epoch 844 | loss: 0.0310797 | val_loss: 0.0312138 | Time: 3392.97 ms [2020-11-19 20:25:23 main:574] : INFO : Epoch 845 | loss: 0.0310768 | val_loss: 0.0312056 | Time: 3385.24 ms [2020-11-19 20:25:26 main:574] : INFO : Epoch 846 | loss: 0.0310781 | val_loss: 0.0312078 | Time: 3405.69 ms [2020-11-19 20:25:30 main:574] : INFO : Epoch 847 | loss: 0.0310783 | val_loss: 0.0312132 | Time: 3393.82 ms [2020-11-19 20:25:33 main:574] : INFO : Epoch 848 | loss: 0.0310759 | val_loss: 0.0312185 | Time: 3372.55 ms [2020-11-19 20:25:37 main:574] : INFO : Epoch 849 | loss: 0.031079 | val_loss: 0.0312139 | Time: 3411.14 ms [2020-11-19 20:25:40 main:574] : INFO : Epoch 850 | loss: 0.0310762 | val_loss: 0.0312159 | Time: 3378.49 ms [2020-11-19 20:25:43 main:574] : INFO : Epoch 851 | loss: 0.0310715 | val_loss: 0.0312123 | Time: 3376.07 ms [2020-11-19 20:25:47 main:574] : INFO : Epoch 852 | loss: 0.031073 | val_loss: 0.0312161 | Time: 3422.64 ms [2020-11-19 20:25:50 main:574] : INFO : Epoch 853 | loss: 0.0310718 | val_loss: 0.0312074 | Time: 3392.45 ms [2020-11-19 20:25:54 main:574] : INFO : Epoch 854 | loss: 0.0310725 | val_loss: 0.0312183 | Time: 3392.2 ms [2020-11-19 20:25:57 main:574] : INFO : Epoch 855 | loss: 0.0310715 | val_loss: 0.0312208 | Time: 3414.73 ms [2020-11-19 20:26:00 main:574] : INFO : Epoch 856 | loss: 0.0310746 | val_loss: 0.0312072 | Time: 3380.69 ms [2020-11-19 20:26:04 main:574] : INFO : Epoch 857 | loss: 0.0310718 | val_loss: 0.0312264 | Time: 3391.19 ms [2020-11-19 20:26:07 main:574] : INFO : Epoch 858 | loss: 0.0310709 | val_loss: 0.0312154 | Time: 3424.28 ms [2020-11-19 20:26:11 main:574] : INFO : Epoch 859 | loss: 0.0310724 | val_loss: 0.0312185 | Time: 3375.05 ms [2020-11-19 20:26:14 main:574] : INFO : Epoch 860 | loss: 0.0310757 | val_loss: 0.03121 | Time: 3388.55 ms [2020-11-19 20:26:18 main:574] : INFO : Epoch 861 | loss: 0.0310723 | val_loss: 0.031226 | Time: 3407.72 ms [2020-11-19 20:26:21 main:574] : INFO : Epoch 862 | loss: 0.0310673 | val_loss: 0.0312245 | Time: 3376.69 ms [2020-11-19 20:26:24 main:574] : INFO : Epoch 863 | loss: 0.0310702 | val_loss: 0.0312211 | Time: 3393.59 ms [2020-11-19 20:26:28 main:574] : INFO : Epoch 864 | loss: 0.0310714 | val_loss: 0.0312186 | Time: 3391.85 ms [2020-11-19 20:26:31 main:574] : INFO : Epoch 865 | loss: 0.0310725 | val_loss: 0.031215 | Time: 3366.56 ms [2020-11-19 20:26:34 main:574] : INFO : Epoch 866 | loss: 0.0310725 | val_loss: 0.0312136 | Time: 3396.9 ms [2020-11-19 20:26:38 main:574] : INFO : Epoch 867 | loss: 0.0310718 | val_loss: 0.0312134 | Time: 3410.72 ms [2020-11-19 20:26:41 main:574] : INFO : Epoch 868 | loss: 0.0310731 | val_loss: 0.0312208 | Time: 3384.78 ms [2020-11-19 20:26:45 main:574] : INFO : Epoch 869 | loss: 0.031067 | val_loss: 0.0312176 | Time: 3373.1 ms [2020-11-19 20:26:48 main:574] : INFO : Epoch 870 | loss: 0.0310677 | val_loss: 0.0312189 | Time: 3391.74 ms [2020-11-19 20:26:51 main:574] : INFO : Epoch 871 | loss: 0.0310684 | val_loss: 0.0312169 | Time: 3390.06 ms [2020-11-19 20:26:55 main:574] : INFO : Epoch 872 | loss: 0.0310698 | val_loss: 0.0312271 | Time: 3396.45 ms [2020-11-19 20:26:58 main:574] : INFO : Epoch 873 | loss: 0.0310659 | val_loss: 0.0312239 | Time: 3395.76 ms [2020-11-19 20:27:02 main:574] : INFO : Epoch 874 | loss: 0.0310636 | val_loss: 0.0312258 | Time: 3392.13 ms [2020-11-19 20:27:05 main:574] : INFO : Epoch 875 | loss: 0.0310664 | val_loss: 0.031237 | Time: 3379.08 ms [2020-11-19 20:27:08 main:574] : INFO : Epoch 876 | loss: 0.0310622 | val_loss: 0.0312257 | Time: 3372.98 ms [2020-11-19 20:27:12 main:574] : INFO : Epoch 877 | loss: 0.0310664 | val_loss: 0.031227 | Time: 3396.64 ms [2020-11-19 20:27:15 main:574] : INFO : Epoch 878 | loss: 0.0310666 | val_loss: 0.0312181 | Time: 3387.44 ms [2020-11-19 20:27:19 main:574] : INFO : Epoch 879 | loss: 0.031064 | val_loss: 0.0312163 | Time: 3376.02 ms [2020-11-19 20:27:22 main:574] : INFO : Epoch 880 | loss: 0.0310653 | val_loss: 0.0312289 | Time: 3392.5 ms [2020-11-19 20:27:25 main:574] : INFO : Epoch 881 | loss: 0.0310644 | val_loss: 0.0312379 | Time: 3411.74 ms [2020-11-19 20:27:29 main:574] : INFO : Epoch 882 | loss: 0.0310644 | val_loss: 0.0312215 | Time: 3364.84 ms [2020-11-19 20:27:32 main:574] : INFO : Epoch 883 | loss: 0.0310592 | val_loss: 0.0312362 | Time: 3407.74 ms [2020-11-19 20:27:36 main:574] : INFO : Epoch 884 | loss: 0.0310608 | val_loss: 0.0312289 | Time: 3399.52 ms [2020-11-19 20:27:39 main:574] : INFO : Epoch 885 | loss: 0.0310611 | val_loss: 0.0312257 | Time: 3393.15 ms [2020-11-19 20:27:42 main:574] : INFO : Epoch 886 | loss: 0.0310637 | val_loss: 0.0312249 | Time: 3418.19 ms [2020-11-19 20:27:46 main:574] : INFO : Epoch 887 | loss: 0.0310639 | val_loss: 0.0312376 | Time: 3383.03 ms [2020-11-19 20:27:49 main:574] : INFO : Epoch 888 | loss: 0.0310618 | val_loss: 0.0312265 | Time: 3402.13 ms [2020-11-19 20:27:53 main:574] : INFO : Epoch 889 | loss: 0.0310599 | val_loss: 0.0312177 | Time: 3439.19 ms [2020-11-19 20:27:56 main:574] : INFO : Epoch 890 | loss: 0.0310614 | val_loss: 0.0312355 | Time: 3416.01 ms [2020-11-19 20:28:00 main:574] : INFO : Epoch 891 | loss: 0.0310585 | val_loss: 0.0312298 | Time: 3417.23 ms [2020-11-19 20:28:03 main:574] : INFO : Epoch 892 | loss: 0.0310623 | val_loss: 0.0312344 | Time: 3420.91 ms [2020-11-19 20:28:06 main:574] : INFO : Epoch 893 | loss: 0.03106 | val_loss: 0.0312268 | Time: 3390.47 ms [2020-11-19 20:28:10 main:574] : INFO : Epoch 894 | loss: 0.0310577 | val_loss: 0.0312276 | Time: 3386.2 ms [2020-11-19 20:28:13 main:574] : INFO : Epoch 895 | loss: 0.0310627 | val_loss: 0.0312325 | Time: 3378.39 ms [2020-11-19 20:28:17 main:574] : INFO : Epoch 896 | loss: 0.0310603 | val_loss: 0.0312394 | Time: 3374.12 ms [2020-11-19 20:28:20 main:574] : INFO : Epoch 897 | loss: 0.0310736 | val_loss: 0.0312074 | Time: 3386.25 ms [2020-11-19 20:28:23 main:574] : INFO : Epoch 898 | loss: 0.0310876 | val_loss: 0.0312222 | Time: 3398.58 ms [2020-11-19 20:28:27 main:574] : INFO : Epoch 899 | loss: 0.0310711 | val_loss: 0.0312182 | Time: 3381.33 ms [2020-11-19 20:28:30 main:574] : INFO : Epoch 900 | loss: 0.031062 | val_loss: 0.0312221 | Time: 3384.02 ms [2020-11-19 20:28:33 main:574] : INFO : Epoch 901 | loss: 0.0310567 | val_loss: 0.0312398 | Time: 3380.45 ms [2020-11-19 20:28:37 main:574] : INFO : Epoch 902 | loss: 0.0310585 | val_loss: 0.0312304 | Time: 3402.61 ms [2020-11-19 20:28:40 main:574] : INFO : Epoch 903 | loss: 0.031062 | val_loss: 0.031229 | Time: 3386.35 ms [2020-11-19 20:28:44 main:574] : INFO : Epoch 904 | loss: 0.03106 | val_loss: 0.0312258 | Time: 3399.65 ms [2020-11-19 20:28:47 main:574] : INFO : Epoch 905 | loss: 0.0310534 | val_loss: 0.0312385 | Time: 3421.72 ms [2020-11-19 20:28:50 main:574] : INFO : Epoch 906 | loss: 0.0310534 | val_loss: 0.0312264 | Time: 3371.09 ms [2020-11-19 20:28:54 main:574] : INFO : Epoch 907 | loss: 0.0310568 | val_loss: 0.0312449 | Time: 3383.07 ms [2020-11-19 20:28:57 main:574] : INFO : Epoch 908 | loss: 0.0310556 | val_loss: 0.0312318 | Time: 3387.95 ms [2020-11-19 20:29:01 main:574] : INFO : Epoch 909 | loss: 0.0310575 | val_loss: 0.0312451 | Time: 3389.7 ms [2020-11-19 20:29:04 main:574] : INFO : Epoch 910 | loss: 0.0310626 | val_loss: 0.0312221 | Time: 3367.99 ms [2020-11-19 20:29:07 main:574] : INFO : Epoch 911 | loss: 0.031064 | val_loss: 0.031215 | Time: 3399.66 ms [2020-11-19 20:29:11 main:574] : INFO : Epoch 912 | loss: 0.03106 | val_loss: 0.0312173 | Time: 3384.17 ms [2020-11-19 20:29:14 main:574] : INFO : Epoch 913 | loss: 0.0310605 | val_loss: 0.0312254 | Time: 3389.83 ms [2020-11-19 20:29:18 main:574] : INFO : Epoch 914 | loss: 0.031056 | val_loss: 0.0312318 | Time: 3406.87 ms [2020-11-19 20:29:21 main:574] : INFO : Epoch 915 | loss: 0.0310518 | val_loss: 0.0312378 | Time: 3382.5 ms [2020-11-19 20:29:24 main:574] : INFO : Epoch 916 | loss: 0.0310541 | val_loss: 0.0312328 | Time: 3408.64 ms [2020-11-19 20:29:28 main:574] : INFO : Epoch 917 | loss: 0.0310532 | val_loss: 0.0312305 | Time: 3412.3 ms [2020-11-19 20:29:31 main:574] : INFO : Epoch 918 | loss: 0.0310535 | val_loss: 0.0312497 | Time: 3384.42 ms [2020-11-19 20:29:35 main:574] : INFO : Epoch 919 | loss: 0.0310633 | val_loss: 0.0312184 | Time: 3381.59 ms [2020-11-19 20:29:38 main:574] : INFO : Epoch 920 | loss: 0.0310533 | val_loss: 0.0312269 | Time: 3387.69 ms [2020-11-19 20:29:41 main:574] : INFO : Epoch 921 | loss: 0.0310515 | val_loss: 0.0312333 | Time: 3384.39 ms [2020-11-19 20:29:45 main:574] : INFO : Epoch 922 | loss: 0.0310549 | val_loss: 0.0312338 | Time: 3405.89 ms [2020-11-19 20:29:48 main:574] : INFO : Epoch 923 | loss: 0.0310592 | val_loss: 0.0312327 | Time: 3416.24 ms [2020-11-19 20:29:52 main:574] : INFO : Epoch 924 | loss: 0.0310527 | val_loss: 0.0312361 | Time: 3383.62 ms [2020-11-19 20:29:55 main:574] : INFO : Epoch 925 | loss: 0.0310517 | val_loss: 0.0312348 | Time: 3410.99 ms [2020-11-19 20:29:58 main:574] : INFO : Epoch 926 | loss: 0.0310499 | val_loss: 0.0312416 | Time: 3398.32 ms [2020-11-19 20:30:02 main:574] : INFO : Epoch 927 | loss: 0.0310489 | val_loss: 0.0312254 | Time: 3401.27 ms [2020-11-19 20:30:05 main:574] : INFO : Epoch 928 | loss: 0.0310554 | val_loss: 0.0312234 | Time: 3395.8 ms [2020-11-19 20:30:09 main:574] : INFO : Epoch 929 | loss: 0.0310579 | val_loss: 0.0312456 | Time: 3388.44 ms [2020-11-19 20:30:12 main:574] : INFO : Epoch 930 | loss: 0.0310541 | val_loss: 0.0312338 | Time: 3384.63 ms [2020-11-19 20:30:15 main:574] : INFO : Epoch 931 | loss: 0.031055 | val_loss: 0.0312338 | Time: 3391.21 ms [2020-11-19 20:30:19 main:574] : INFO : Epoch 932 | loss: 0.0310652 | val_loss: 0.0312291 | Time: 3385.87 ms [2020-11-19 20:30:22 main:574] : INFO : Epoch 933 | loss: 0.0310601 | val_loss: 0.0312272 | Time: 3440.15 ms [2020-11-19 20:30:26 main:574] : INFO : Epoch 934 | loss: 0.0310517 | val_loss: 0.0312365 | Time: 3393.97 ms [2020-11-19 20:30:29 main:574] : INFO : Epoch 935 | loss: 0.031054 | val_loss: 0.0312439 | Time: 3380.36 ms [2020-11-19 20:30:32 main:574] : INFO : Epoch 936 | loss: 0.0310545 | val_loss: 0.0312396 | Time: 3395.25 ms [2020-11-19 20:30:36 main:574] : INFO : Epoch 937 | loss: 0.0310527 | val_loss: 0.0312267 | Time: 3388.74 ms [2020-11-19 20:30:39 main:574] : INFO : Epoch 938 | loss: 0.0310556 | val_loss: 0.0312518 | Time: 3376.8 ms [2020-11-19 20:30:43 main:574] : INFO : Epoch 939 | loss: 0.031054 | val_loss: 0.0312429 | Time: 3411.52 ms [2020-11-19 20:30:46 main:574] : INFO : Epoch 940 | loss: 0.0310578 | val_loss: 0.0312169 | Time: 3397.41 ms [2020-11-19 20:30:50 main:574] : INFO : Epoch 941 | loss: 0.0310491 | val_loss: 0.0312193 | Time: 3396.07 ms [2020-11-19 20:30:53 main:574] : INFO : Epoch 942 | loss: 0.0310513 | val_loss: 0.0312423 | Time: 3426.45 ms [2020-11-19 20:30:56 main:574] : INFO : Epoch 943 | loss: 0.0310511 | val_loss: 0.0312378 | Time: 3364.46 ms [2020-11-19 20:31:00 main:574] : INFO : Epoch 944 | loss: 0.0310536 | val_loss: 0.0312347 | Time: 3393.94 ms [2020-11-19 20:31:03 main:574] : INFO : Epoch 945 | loss: 0.0310493 | val_loss: 0.0312346 | Time: 3398.93 ms [2020-11-19 20:31:07 main:574] : INFO : Epoch 946 | loss: 0.0310471 | val_loss: 0.0312516 | Time: 3394.4 ms [2020-11-19 20:31:10 main:574] : INFO : Epoch 947 | loss: 0.0310466 | val_loss: 0.0312229 | Time: 3378.59 ms [2020-11-19 20:31:13 main:574] : INFO : Epoch 948 | loss: 0.031052 | val_loss: 0.0312424 | Time: 3402.72 ms [2020-11-19 20:31:17 main:574] : INFO : Epoch 949 | loss: 0.0310498 | val_loss: 0.0312401 | Time: 3395.18 ms [2020-11-19 20:31:20 main:574] : INFO : Epoch 950 | loss: 0.0310454 | val_loss: 0.03124 | Time: 3387.99 ms [2020-11-19 20:31:24 main:574] : INFO : Epoch 951 | loss: 0.0310462 | val_loss: 0.0312321 | Time: 3412.04 ms [2020-11-19 20:31:27 main:574] : INFO : Epoch 952 | loss: 0.0310495 | val_loss: 0.0312261 | Time: 3381.45 ms [2020-11-19 20:31:30 main:574] : INFO : Epoch 953 | loss: 0.0310612 | val_loss: 0.0312233 | Time: 3393.51 ms [2020-11-19 20:31:34 main:574] : INFO : Epoch 954 | loss: 0.031054 | val_loss: 0.0312361 | Time: 3403.88 ms [2020-11-19 20:31:37 main:574] : INFO : Epoch 955 | loss: 0.0310464 | val_loss: 0.0312363 | Time: 3375.3 ms [2020-11-19 20:31:41 main:574] : INFO : Epoch 956 | loss: 0.0310537 | val_loss: 0.0312325 | Time: 3391.4 ms [2020-11-19 20:31:44 main:574] : INFO : Epoch 957 | loss: 0.031052 | val_loss: 0.0312504 | Time: 3375.66 ms [2020-11-19 20:31:47 main:574] : INFO : Epoch 958 | loss: 0.0310478 | val_loss: 0.0312295 | Time: 3378.55 ms [2020-11-19 20:31:51 main:574] : INFO : Epoch 959 | loss: 0.0310476 | val_loss: 0.0312274 | Time: 3394.13 ms [2020-11-19 20:31:54 main:574] : INFO : Epoch 960 | loss: 0.0310483 | val_loss: 0.0312289 | Time: 3373.13 ms [2020-11-19 20:31:58 main:574] : INFO : Epoch 961 | loss: 0.0310472 | val_loss: 0.031248 | Time: 3411.34 ms [2020-11-19 20:32:01 main:574] : INFO : Epoch 962 | loss: 0.0310445 | val_loss: 0.0312367 | Time: 3378.22 ms [2020-11-19 20:32:04 main:574] : INFO : Epoch 963 | loss: 0.0310481 | val_loss: 0.0312271 | Time: 3426.19 ms [2020-11-19 20:32:08 main:574] : INFO : Epoch 964 | loss: 0.0310502 | val_loss: 0.0312487 | Time: 3391.2 ms [2020-11-19 20:32:11 main:574] : INFO : Epoch 965 | loss: 0.0310521 | val_loss: 0.0312228 | Time: 3394.47 ms [2020-11-19 20:32:15 main:574] : INFO : Epoch 966 | loss: 0.0310469 | val_loss: 0.0312392 | Time: 3396.79 ms [2020-11-19 20:32:18 main:574] : INFO : Epoch 967 | loss: 0.0310446 | val_loss: 0.0312352 | Time: 3392 ms [2020-11-19 20:32:21 main:574] : INFO : Epoch 968 | loss: 0.0310477 | val_loss: 0.0312362 | Time: 3410.09 ms [2020-11-19 20:32:25 main:574] : INFO : Epoch 969 | loss: 0.0310486 | val_loss: 0.0312452 | Time: 3377.45 ms [2020-11-19 20:32:28 main:574] : INFO : Epoch 970 | loss: 0.0310466 | val_loss: 0.0312513 | Time: 3404.74 ms [2020-11-19 20:32:32 main:574] : INFO : Epoch 971 | loss: 0.0310467 | val_loss: 0.0312421 | Time: 3383.75 ms [2020-11-19 20:32:35 main:574] : INFO : Epoch 972 | loss: 0.0310413 | val_loss: 0.0312356 | Time: 3377.61 ms [2020-11-19 20:32:38 main:574] : INFO : Epoch 973 | loss: 0.031045 | val_loss: 0.0312421 | Time: 3407.37 ms [2020-11-19 20:32:42 main:574] : INFO : Epoch 974 | loss: 0.0310408 | val_loss: 0.0312619 | Time: 3389.02 ms [2020-11-19 20:32:45 main:574] : INFO : Epoch 975 | loss: 0.0310446 | val_loss: 0.0312386 | Time: 3380.69 ms [2020-11-19 20:32:49 main:574] : INFO : Epoch 976 | loss: 0.0310452 | val_loss: 0.0312318 | Time: 3412.54 ms [2020-11-19 20:32:52 main:574] : INFO : Epoch 977 | loss: 0.0310467 | val_loss: 0.0312477 | Time: 3378.56 ms [2020-11-19 20:32:55 main:574] : INFO : Epoch 978 | loss: 0.0310426 | val_loss: 0.0312468 | Time: 3376.27 ms [2020-11-19 20:32:59 main:574] : INFO : Epoch 979 | loss: 0.0310427 | val_loss: 0.0312312 | Time: 3418.44 ms [2020-11-19 20:33:02 main:574] : INFO : Epoch 980 | loss: 0.0310445 | val_loss: 0.0312581 | Time: 3366.22 ms [2020-11-19 20:33:06 main:574] : INFO : Epoch 981 | loss: 0.0310476 | val_loss: 0.0312415 | Time: 3429.9 ms [2020-11-19 20:33:09 main:574] : INFO : Epoch 982 | loss: 0.0310432 | val_loss: 0.031231 | Time: 3386 ms [2020-11-19 20:33:12 main:574] : INFO : Epoch 983 | loss: 0.0310441 | val_loss: 0.0312339 | Time: 3388.48 ms [2020-11-19 20:33:16 main:574] : INFO : Epoch 984 | loss: 0.0310419 | val_loss: 0.0312282 | Time: 3416.94 ms [2020-11-19 20:33:19 main:574] : INFO : Epoch 985 | loss: 0.0310397 | val_loss: 0.0312375 | Time: 3391.74 ms [2020-11-19 20:33:23 main:574] : INFO : Epoch 986 | loss: 0.0310458 | val_loss: 0.0312354 | Time: 3398.71 ms [2020-11-19 20:33:26 main:574] : INFO : Epoch 987 | loss: 0.0310466 | val_loss: 0.0312366 | Time: 3383.46 ms [2020-11-19 20:33:29 main:574] : INFO : Epoch 988 | loss: 0.0310432 | val_loss: 0.0312524 | Time: 3399.86 ms [2020-11-19 20:33:33 main:574] : INFO : Epoch 989 | loss: 0.0310451 | val_loss: 0.0312271 | Time: 3398.07 ms [2020-11-19 20:33:36 main:574] : INFO : Epoch 990 | loss: 0.0310512 | val_loss: 0.0312256 | Time: 3362.6 ms [2020-11-19 20:33:40 main:574] : INFO : Epoch 991 | loss: 0.0310461 | val_loss: 0.0312307 | Time: 3369.02 ms [2020-11-19 20:33:43 main:574] : INFO : Epoch 992 | loss: 0.0310416 | val_loss: 0.0312376 | Time: 3389.07 ms [2020-11-19 20:33:46 main:574] : INFO : Epoch 993 | loss: 0.0310439 | val_loss: 0.0312257 | Time: 3395.5 ms [2020-11-19 20:33:50 main:574] : INFO : Epoch 994 | loss: 0.0310452 | val_loss: 0.0312491 | Time: 3369.08 ms [2020-11-19 20:33:53 main:574] : INFO : Epoch 995 | loss: 0.0310472 | val_loss: 0.0312364 | Time: 3397.73 ms [2020-11-19 20:33:57 main:574] : INFO : Epoch 996 | loss: 0.0310457 | val_loss: 0.0312312 | Time: 3401.06 ms [2020-11-19 20:34:00 main:574] : INFO : Epoch 997 | loss: 0.0310434 | val_loss: 0.0312351 | Time: 3405.81 ms [2020-11-19 20:34:03 main:574] : INFO : Epoch 998 | loss: 0.0310438 | val_loss: 0.031248 | Time: 3398.87 ms [2020-11-19 20:34:07 main:574] : INFO : Epoch 999 | loss: 0.0310414 | val_loss: 0.0312384 | Time: 3377.45 ms [2020-11-19 20:34:10 main:574] : INFO : Epoch 1000 | loss: 0.0310415 | val_loss: 0.0312466 | Time: 3365.84 ms [2020-11-19 20:34:14 main:574] : INFO : Epoch 1001 | loss: 0.0310415 | val_loss: 0.0312302 | Time: 3397.62 ms [2020-11-19 20:34:17 main:574] : INFO : Epoch 1002 | loss: 0.0310512 | val_loss: 0.0312439 | Time: 3371.15 ms [2020-11-19 20:34:20 main:574] : INFO : Epoch 1003 | loss: 0.0310548 | val_loss: 0.0312162 | Time: 3397.97 ms [2020-11-19 20:34:24 main:574] : INFO : Epoch 1004 | loss: 0.0310536 | val_loss: 0.031221 | Time: 3433.08 ms [2020-11-19 20:34:27 main:574] : INFO : Epoch 1005 | loss: 0.0310532 | val_loss: 0.0312309 | Time: 3420.23 ms [2020-11-19 20:34:31 main:574] : INFO : Epoch 1006 | loss: 0.0310437 | val_loss: 0.0312304 | Time: 3405.34 ms [2020-11-19 20:34:34 main:574] : INFO : Epoch 1007 | loss: 0.0310463 | val_loss: 0.031224 | Time: 3387.02 ms [2020-11-19 20:34:37 main:574] : INFO : Epoch 1008 | loss: 0.0310455 | val_loss: 0.0312378 | Time: 3407.88 ms [2020-11-19 20:34:41 main:574] : INFO : Epoch 1009 | loss: 0.0310513 | val_loss: 0.0312465 | Time: 3388.72 ms [2020-11-19 20:34:44 main:574] : INFO : Epoch 1010 | loss: 0.0310586 | val_loss: 0.0312338 | Time: 3399.24 ms [2020-11-19 20:34:48 main:574] : INFO : Epoch 1011 | loss: 0.0310499 | val_loss: 0.0312265 | Time: 3369.72 ms [2020-11-19 20:34:51 main:574] : INFO : Epoch 1012 | loss: 0.0310462 | val_loss: 0.0312444 | Time: 3381.5 ms [2020-11-19 20:34:54 main:574] : INFO : Epoch 1013 | loss: 0.0310402 | val_loss: 0.0312455 | Time: 3432.41 ms [2020-11-19 20:34:58 main:574] : INFO : Epoch 1014 | loss: 0.0310427 | val_loss: 0.0312442 | Time: 3406.38 ms [2020-11-19 20:35:01 main:574] : INFO : Epoch 1015 | loss: 0.0310431 | val_loss: 0.0312448 | Time: 3370.71 ms [2020-11-19 20:35:05 main:574] : INFO : Epoch 1016 | loss: 0.0310419 | val_loss: 0.0312271 | Time: 3378.94 ms [2020-11-19 20:35:08 main:574] : INFO : Epoch 1017 | loss: 0.031041 | val_loss: 0.0312457 | Time: 3408.98 ms [2020-11-19 20:35:11 main:574] : INFO : Epoch 1018 | loss: 0.0310405 | val_loss: 0.0312338 | Time: 3390.83 ms [2020-11-19 20:35:15 main:574] : INFO : Epoch 1019 | loss: 0.0310413 | val_loss: 0.0312373 | Time: 3378.49 ms [2020-11-19 20:35:18 main:574] : INFO : Epoch 1020 | loss: 0.0310391 | val_loss: 0.0312549 | Time: 3391.94 ms [2020-11-19 20:35:22 main:574] : INFO : Epoch 1021 | loss: 0.0310409 | val_loss: 0.0312572 | Time: 3409.79 ms [2020-11-19 20:35:25 main:574] : INFO : Epoch 1022 | loss: 0.0310367 | val_loss: 0.0312212 | Time: 3383.07 ms [2020-11-19 20:35:28 main:574] : INFO : Epoch 1023 | loss: 0.0310353 | val_loss: 0.0312603 | Time: 3401.3 ms [2020-11-19 20:35:32 main:574] : INFO : Epoch 1024 | loss: 0.031038 | val_loss: 0.0312575 | Time: 3386.87 ms [2020-11-19 20:35:32 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312575 [2020-11-19 20:35:32 main:603] : INFO : Saving end state to config to file [2020-11-19 20:35:32 main:608] : INFO : Success, exiting.. 20:35:32 (8428): 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)