Task 3255421
| Name | ParityMachine-1605152330-1203-7_0 |
| Workunit | 1531288 |
| Created | 13 Dec 2020, 1:01:50 UTC |
| Sent | 14 Dec 2020, 11:50:14 UTC |
| Report deadline | 21 Dec 2020, 11:50:14 UTC |
| Received | 14 Dec 2020, 14:22:15 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5419 |
| Run time | 1 hours 3 min 22 sec |
| CPU time | 1 hours 3 min 4 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 1,472.99 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.68 GB |
| Peak swap size | 28.64 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <stderr_txt> ain:581] : INFO : Epoch 510 | loss: 0.0312148 | val_loss: 0.0312106 | Time: 3690.84 ms [2020-12-14 14:50:22 main:581] : INFO : Epoch 511 | loss: 0.031204 | val_loss: 0.0311977 | Time: 3744.2 ms [2020-12-14 14:50:25 main:581] : INFO : Epoch 512 | loss: 0.0311915 | val_loss: 0.031186 | Time: 3696.4 ms [2020-12-14 14:50:29 main:581] : INFO : Epoch 513 | loss: 0.0311799 | val_loss: 0.0311768 | Time: 3695.17 ms [2020-12-14 14:50:33 main:581] : INFO : Epoch 514 | loss: 0.0311737 | val_loss: 0.0311787 | Time: 3723.81 ms [2020-12-14 14:50:36 main:581] : INFO : Epoch 515 | loss: 0.0311707 | val_loss: 0.0311682 | Time: 3698.95 ms [2020-12-14 14:50:40 main:581] : INFO : Epoch 516 | loss: 0.0311648 | val_loss: 0.0311672 | Time: 3606.58 ms [2020-12-14 14:50:44 main:581] : INFO : Epoch 517 | loss: 0.031164 | val_loss: 0.0311665 | Time: 3703.89 ms [2020-12-14 14:50:47 main:581] : INFO : Epoch 518 | loss: 0.0311612 | val_loss: 0.0311628 | Time: 3621.76 ms [2020-12-14 14:50:51 main:581] : INFO : Epoch 519 | loss: 0.0311589 | val_loss: 0.0311608 | Time: 3715.31 ms [2020-12-14 14:50:55 main:581] : INFO : Epoch 520 | loss: 0.0311559 | val_loss: 0.0311583 | Time: 3705.03 ms [2020-12-14 14:50:58 main:581] : INFO : Epoch 521 | loss: 0.0311534 | val_loss: 0.0311583 | Time: 3714.57 ms [2020-12-14 14:51:02 main:581] : INFO : Epoch 522 | loss: 0.0311508 | val_loss: 0.0311553 | Time: 3715.96 ms [2020-12-14 14:51:06 main:581] : INFO : Epoch 523 | loss: 0.0311472 | val_loss: 0.0311512 | Time: 3707.34 ms [2020-12-14 14:51:10 main:581] : INFO : Epoch 524 | loss: 0.0311426 | val_loss: 0.0311482 | Time: 3741.46 ms [2020-12-14 14:51:13 main:581] : INFO : Epoch 525 | loss: 0.0311408 | val_loss: 0.0311491 | Time: 3708.54 ms [2020-12-14 14:51:17 main:581] : INFO : Epoch 526 | loss: 0.0311403 | val_loss: 0.0311445 | Time: 3686.01 ms [2020-12-14 14:51:21 main:581] : INFO : Epoch 527 | loss: 0.0311379 | val_loss: 0.0311444 | Time: 3706.81 ms [2020-12-14 14:51:24 main:581] : INFO : Epoch 528 | loss: 0.0311356 | val_loss: 0.031149 | Time: 3710.71 ms [2020-12-14 14:51:28 main:581] : INFO : Epoch 529 | loss: 0.0311349 | val_loss: 0.0311438 | Time: 3685.27 ms [2020-12-14 14:51:32 main:581] : INFO : Epoch 530 | loss: 0.0311335 | val_loss: 0.0311431 | Time: 3728.24 ms [2020-12-14 14:51:36 main:581] : INFO : Epoch 531 | loss: 0.0311322 | val_loss: 0.0311411 | Time: 3706.99 ms [2020-12-14 14:51:39 main:581] : INFO : Epoch 532 | loss: 0.0311312 | val_loss: 0.0311422 | Time: 3680.16 ms [2020-12-14 14:51:43 main:581] : INFO : Epoch 533 | loss: 0.0311323 | val_loss: 0.0311423 | Time: 3715.49 ms [2020-12-14 14:51:47 main:581] : INFO : Epoch 534 | loss: 0.0311318 | val_loss: 0.031143 | Time: 3733.81 ms [2020-12-14 14:51:50 main:581] : INFO : Epoch 535 | loss: 0.0311322 | val_loss: 0.0311411 | Time: 3687.03 ms [2020-12-14 14:51:54 main:581] : INFO : Epoch 536 | loss: 0.0311317 | val_loss: 0.0311425 | Time: 3710.38 ms [2020-12-14 14:51:58 main:581] : INFO : Epoch 537 | loss: 0.0311315 | val_loss: 0.0311427 | Time: 3719.77 ms [2020-12-14 14:52:02 main:581] : INFO : Epoch 538 | loss: 0.0311303 | val_loss: 0.0311447 | Time: 3699.05 ms [2020-12-14 14:52:05 main:581] : INFO : Epoch 539 | loss: 0.0311305 | val_loss: 0.0311426 | Time: 3695.67 ms [2020-12-14 14:52:09 main:581] : INFO : Epoch 540 | loss: 0.0311294 | val_loss: 0.0311424 | Time: 3753.24 ms [2020-12-14 14:52:13 main:581] : INFO : Epoch 541 | loss: 0.0311287 | val_loss: 0.031143 | Time: 3740.22 ms [2020-12-14 14:52:16 main:581] : INFO : Epoch 542 | loss: 0.0311289 | val_loss: 0.0311412 | Time: 3695.32 ms [2020-12-14 14:52:20 main:581] : INFO : Epoch 543 | loss: 0.0311293 | val_loss: 0.0311405 | Time: 3738.39 ms [2020-12-14 14:52:24 main:581] : INFO : Epoch 544 | loss: 0.0311288 | val_loss: 0.0311407 | Time: 3719.97 ms [2020-12-14 14:52:28 main:581] : INFO : Epoch 545 | loss: 0.0311304 | val_loss: 0.0311457 | Time: 3703.81 ms [2020-12-14 14:52:31 main:581] : INFO : Epoch 546 | loss: 0.0311313 | val_loss: 0.0311415 | Time: 3727.88 ms [2020-12-14 14:52:35 main:581] : INFO : Epoch 547 | loss: 0.0311297 | val_loss: 0.0311438 | Time: 3725.96 ms [2020-12-14 14:52:39 main:581] : INFO : Epoch 548 | loss: 0.0311311 | val_loss: 0.0311407 | Time: 3698.31 ms [2020-12-14 14:52:42 main:581] : INFO : Epoch 549 | loss: 0.0311314 | val_loss: 0.0311464 | Time: 3695.22 ms [2020-12-14 14:52:46 main:581] : INFO : Epoch 550 | loss: 0.0311297 | val_loss: 0.0311423 | Time: 3717.63 ms [2020-12-14 14:52:50 main:581] : INFO : Epoch 551 | loss: 0.0311288 | val_loss: 0.0311417 | Time: 3689.93 ms [2020-12-14 14:52:54 main:581] : INFO : Epoch 552 | loss: 0.0311289 | val_loss: 0.0311396 | Time: 3722.2 ms [2020-12-14 14:52:57 main:581] : INFO : Epoch 553 | loss: 0.0311279 | val_loss: 0.0311423 | Time: 3747.68 ms [2020-12-14 14:53:01 main:581] : INFO : Epoch 554 | loss: 0.0311289 | val_loss: 0.0311393 | Time: 3715.81 ms [2020-12-14 14:53:05 main:581] : INFO : Epoch 555 | loss: 0.0311287 | val_loss: 0.0311406 | Time: 3699.27 ms [2020-12-14 14:53:08 main:581] : INFO : Epoch 556 | loss: 0.0311285 | val_loss: 0.0311405 | Time: 3748.3 ms [2020-12-14 14:53:12 main:581] : INFO : Epoch 557 | loss: 0.0311302 | val_loss: 0.0311429 | Time: 3724.47 ms [2020-12-14 14:53:16 main:581] : INFO : Epoch 558 | loss: 0.0311298 | val_loss: 0.0311432 | Time: 3689.87 ms [2020-12-14 14:53:20 main:581] : INFO : Epoch 559 | loss: 0.0311288 | val_loss: 0.0311388 | Time: 3702.5 ms [2020-12-14 14:53:23 main:581] : INFO : Epoch 560 | loss: 0.0311284 | val_loss: 0.0311426 | Time: 3726 ms [2020-12-14 14:53:27 main:581] : INFO : Epoch 561 | loss: 0.0311281 | val_loss: 0.0311408 | Time: 3653.03 ms [2020-12-14 14:53:31 main:581] : INFO : Epoch 562 | loss: 0.0311276 | val_loss: 0.0311417 | Time: 3725.72 ms [2020-12-14 14:53:34 main:581] : INFO : Epoch 563 | loss: 0.0311275 | val_loss: 0.0311419 | Time: 3676.84 ms [2020-12-14 14:53:38 main:581] : INFO : Epoch 564 | loss: 0.0311276 | val_loss: 0.0311429 | Time: 3712.76 ms [2020-12-14 14:53:42 main:581] : INFO : Epoch 565 | loss: 0.0311299 | val_loss: 0.0311429 | Time: 3693.82 ms [2020-12-14 14:53:45 main:581] : INFO : Epoch 566 | loss: 0.0311282 | val_loss: 0.0311404 | Time: 3711.63 ms [2020-12-14 14:53:49 main:581] : INFO : Epoch 567 | loss: 0.0311286 | val_loss: 0.0311385 | Time: 3741.15 ms [2020-12-14 14:53:53 main:581] : INFO : Epoch 568 | loss: 0.0311293 | val_loss: 0.0311395 | Time: 3662.82 ms [2020-12-14 14:53:57 main:581] : INFO : Epoch 569 | loss: 0.0311279 | val_loss: 0.0311401 | Time: 3723.37 ms [2020-12-14 14:54:00 main:581] : INFO : Epoch 570 | loss: 0.0311285 | val_loss: 0.0311385 | Time: 3678.35 ms [2020-12-14 14:54:04 main:581] : INFO : Epoch 571 | loss: 0.0311292 | val_loss: 0.0311395 | Time: 3681.45 ms [2020-12-14 14:54:08 main:581] : INFO : Epoch 572 | loss: 0.0311289 | val_loss: 0.0311384 | Time: 3736.7 ms [2020-12-14 14:54:11 main:581] : INFO : Epoch 573 | loss: 0.0311268 | val_loss: 0.0311376 | Time: 3683.84 ms [2020-12-14 14:54:15 main:581] : INFO : Epoch 574 | loss: 0.0311267 | val_loss: 0.0311397 | Time: 3688.33 ms [2020-12-14 14:54:19 main:581] : INFO : Epoch 575 | loss: 0.0311263 | val_loss: 0.0311408 | Time: 3745.85 ms [2020-12-14 14:54:23 main:581] : INFO : Epoch 576 | loss: 0.031129 | val_loss: 0.0311423 | Time: 3673.68 ms [2020-12-14 14:54:26 main:581] : INFO : Epoch 577 | loss: 0.0311287 | val_loss: 0.0311409 | Time: 3657.08 ms [2020-12-14 14:54:30 main:581] : INFO : Epoch 578 | loss: 0.0311297 | val_loss: 0.0311424 | Time: 3771.48 ms [2020-12-14 14:54:34 main:581] : INFO : Epoch 579 | loss: 0.0311275 | val_loss: 0.0311409 | Time: 3739.5 ms [2020-12-14 14:54:37 main:581] : INFO : Epoch 580 | loss: 0.0311259 | val_loss: 0.0311397 | Time: 3682.97 ms [2020-12-14 14:54:41 main:581] : INFO : Epoch 581 | loss: 0.0311242 | val_loss: 0.0311384 | Time: 3694.37 ms [2020-12-14 14:54:45 main:581] : INFO : Epoch 582 | loss: 0.0311241 | val_loss: 0.0311371 | Time: 3710.98 ms [2020-12-14 14:54:48 main:581] : INFO : Epoch 583 | loss: 0.031125 | val_loss: 0.0311366 | Time: 3714.97 ms [2020-12-14 14:54:52 main:581] : INFO : Epoch 584 | loss: 0.0311226 | val_loss: 0.031138 | Time: 3678.44 ms [2020-12-14 14:54:56 main:581] : INFO : Epoch 585 | loss: 0.0311227 | val_loss: 0.0311384 | Time: 3729.01 ms [2020-12-14 14:55:00 main:581] : INFO : Epoch 586 | loss: 0.031124 | val_loss: 0.0311361 | Time: 3685.25 ms [2020-12-14 14:55:03 main:581] : INFO : Epoch 587 | loss: 0.0311246 | val_loss: 0.0311402 | Time: 3692.38 ms [2020-12-14 14:55:07 main:581] : INFO : Epoch 588 | loss: 0.0311221 | val_loss: 0.0311449 | Time: 3712.68 ms [2020-12-14 14:55:11 main:581] : INFO : Epoch 589 | loss: 0.0311226 | val_loss: 0.0311394 | Time: 3743.96 ms [2020-12-14 14:55:14 main:581] : INFO : Epoch 590 | loss: 0.0311203 | val_loss: 0.0311396 | Time: 3670.83 ms [2020-12-14 14:55:18 main:581] : INFO : Epoch 591 | loss: 0.0311222 | val_loss: 0.0311383 | Time: 3763.53 ms [2020-12-14 14:55:22 main:581] : INFO : Epoch 592 | loss: 0.0311187 | val_loss: 0.0311394 | Time: 3703.95 ms [2020-12-14 14:55:26 main:581] : INFO : Epoch 593 | loss: 0.0311176 | val_loss: 0.0311388 | Time: 3709.79 ms [2020-12-14 14:55:29 main:581] : INFO : Epoch 594 | loss: 0.0311186 | val_loss: 0.0311381 | Time: 3721.85 ms [2020-12-14 14:55:33 main:581] : INFO : Epoch 595 | loss: 0.031117 | val_loss: 0.0311367 | Time: 3721.49 ms [2020-12-14 14:55:37 main:581] : INFO : Epoch 596 | loss: 0.0311172 | val_loss: 0.0311393 | Time: 3698.67 ms [2020-12-14 14:55:40 main:581] : INFO : Epoch 597 | loss: 0.0311161 | val_loss: 0.0311365 | Time: 3712.27 ms [2020-12-14 14:55:44 main:581] : INFO : Epoch 598 | loss: 0.031115 | val_loss: 0.0311371 | Time: 3703.58 ms [2020-12-14 14:55:48 main:581] : INFO : Epoch 599 | loss: 0.0311156 | val_loss: 0.0311363 | Time: 3692.36 ms [2020-12-14 14:55:52 main:581] : INFO : Epoch 600 | loss: 0.0311133 | val_loss: 0.0311346 | Time: 3705.55 ms [2020-12-14 14:55:55 main:581] : INFO : Epoch 601 | loss: 0.0311117 | val_loss: 0.0311325 | Time: 3728.46 ms [2020-12-14 14:55:59 main:581] : INFO : Epoch 602 | loss: 0.0311111 | val_loss: 0.031135 | Time: 3676.12 ms [2020-12-14 14:56:03 main:581] : INFO : Epoch 603 | loss: 0.03111 | val_loss: 0.0311343 | Time: 3700.51 ms [2020-12-14 14:56:06 main:581] : INFO : Epoch 604 | loss: 0.0311118 | val_loss: 0.0311363 | Time: 3698.81 ms [2020-12-14 14:56:10 main:581] : INFO : Epoch 605 | loss: 0.0311137 | val_loss: 0.03114 | Time: 3700.27 ms [2020-12-14 14:56:14 main:581] : INFO : Epoch 606 | loss: 0.0311122 | val_loss: 0.0311368 | Time: 3700.54 ms [2020-12-14 14:56:17 main:581] : INFO : Epoch 607 | loss: 0.0311106 | val_loss: 0.0311371 | Time: 3716 ms [2020-12-14 14:56:21 main:581] : INFO : Epoch 608 | loss: 0.0311095 | val_loss: 0.0311351 | Time: 3731.58 ms [2020-12-14 14:56:25 main:581] : INFO : Epoch 609 | loss: 0.0311103 | val_loss: 0.0311399 | Time: 3678.63 ms [2020-12-14 14:56:29 main:581] : INFO : Epoch 610 | loss: 0.0311107 | val_loss: 0.031134 | Time: 3711.5 ms [2020-12-14 14:56:32 main:581] : INFO : Epoch 611 | loss: 0.0311086 | val_loss: 0.0311362 | Time: 3703.5 ms [2020-12-14 14:56:36 main:581] : INFO : Epoch 612 | loss: 0.0311079 | val_loss: 0.0311357 | Time: 3675.44 ms [2020-12-14 14:56:40 main:581] : INFO : Epoch 613 | loss: 0.0311068 | val_loss: 0.0311337 | Time: 3682.37 ms [2020-12-14 14:56:43 main:581] : INFO : Epoch 614 | loss: 0.031108 | val_loss: 0.0311426 | Time: 3748.02 ms [2020-12-14 14:56:47 main:581] : INFO : Epoch 615 | loss: 0.0311093 | val_loss: 0.0311331 | Time: 3684.08 ms [2020-12-14 14:56:51 main:581] : INFO : Epoch 616 | loss: 0.0311118 | val_loss: 0.0311377 | Time: 3707.49 ms [2020-12-14 14:56:55 main:581] : INFO : Epoch 617 | loss: 0.031108 | val_loss: 0.031132 | Time: 3718.83 ms [2020-12-14 14:56:58 main:581] : INFO : Epoch 618 | loss: 0.0311073 | val_loss: 0.0311337 | Time: 3693.15 ms [2020-12-14 14:57:02 main:581] : INFO : Epoch 619 | loss: 0.0311073 | val_loss: 0.031134 | Time: 3638.16 ms [2020-12-14 14:57:06 main:581] : INFO : Epoch 620 | loss: 0.0311049 | val_loss: 0.0311347 | Time: 3717.78 ms [2020-12-14 14:57:09 main:581] : INFO : Epoch 621 | loss: 0.0311053 | val_loss: 0.0311375 | Time: 3750.09 ms [2020-12-14 14:57:13 main:581] : INFO : Epoch 622 | loss: 0.0311062 | val_loss: 0.0311384 | Time: 3658.37 ms [2020-12-14 14:57:17 main:581] : INFO : Epoch 623 | loss: 0.0311072 | val_loss: 0.0311381 | Time: 3667.7 ms [2020-12-14 14:57:20 main:581] : INFO : Epoch 624 | loss: 0.0311075 | val_loss: 0.0311346 | Time: 3729.83 ms [2020-12-14 14:57:24 main:581] : INFO : Epoch 625 | loss: 0.0311059 | val_loss: 0.0311366 | Time: 3680 ms [2020-12-14 14:57:28 main:581] : INFO : Epoch 626 | loss: 0.03111 | val_loss: 0.0311381 | Time: 3641.23 ms [2020-12-14 14:57:31 main:581] : INFO : Epoch 627 | loss: 0.0311088 | val_loss: 0.0311376 | Time: 3745.27 ms [2020-12-14 14:57:35 main:581] : INFO : Epoch 628 | loss: 0.0311056 | val_loss: 0.0311372 | Time: 3656.48 ms [2020-12-14 14:57:39 main:581] : INFO : Epoch 629 | loss: 0.0311052 | val_loss: 0.0311356 | Time: 3729.2 ms [2020-12-14 14:57:43 main:581] : INFO : Epoch 630 | loss: 0.0311053 | val_loss: 0.0311391 | Time: 3697.36 ms [2020-12-14 14:57:46 main:581] : INFO : Epoch 631 | loss: 0.031105 | val_loss: 0.0311381 | Time: 3714.81 ms [2020-12-14 14:57:50 main:581] : INFO : Epoch 632 | loss: 0.0311057 | val_loss: 0.0311362 | Time: 3682.33 ms [2020-12-14 14:57:54 main:581] : INFO : Epoch 633 | loss: 0.0311068 | val_loss: 0.0311391 | Time: 3708.99 ms [2020-12-14 14:57:57 main:581] : INFO : Epoch 634 | loss: 0.0311077 | val_loss: 0.0311446 | Time: 3698.4 ms [2020-12-14 14:58:01 main:581] : INFO : Epoch 635 | loss: 0.0311075 | val_loss: 0.0311389 | Time: 3688.42 ms [2020-12-14 14:58:05 main:581] : INFO : Epoch 636 | loss: 0.031104 | val_loss: 0.0311345 | Time: 3678.45 ms [2020-12-14 14:58:08 main:581] : INFO : Epoch 637 | loss: 0.0311026 | val_loss: 0.0311357 | Time: 3703.99 ms [2020-12-14 14:58:12 main:581] : INFO : Epoch 638 | loss: 0.031106 | val_loss: 0.0311371 | Time: 3679.48 ms [2020-12-14 14:58:16 main:581] : INFO : Epoch 639 | loss: 0.0311062 | val_loss: 0.0311343 | Time: 3730.54 ms [2020-12-14 14:58:20 main:581] : INFO : Epoch 640 | loss: 0.0311062 | val_loss: 0.0311324 | Time: 3712.8 ms [2020-12-14 14:58:23 main:581] : INFO : Epoch 641 | loss: 0.0311066 | val_loss: 0.0311419 | Time: 3669.66 ms [2020-12-14 14:58:27 main:581] : INFO : Epoch 642 | loss: 0.0311074 | val_loss: 0.0311381 | Time: 3742 ms [2020-12-14 14:58:31 main:581] : INFO : Epoch 643 | loss: 0.0311076 | val_loss: 0.0311401 | Time: 3728.36 ms [2020-12-14 14:58:34 main:581] : INFO : Epoch 644 | loss: 0.0311053 | val_loss: 0.0311375 | Time: 3710.11 ms [2020-12-14 14:58:38 main:581] : INFO : Epoch 645 | loss: 0.031108 | val_loss: 0.0311405 | Time: 3690.21 ms [2020-12-14 14:58:42 main:581] : INFO : Epoch 646 | loss: 0.0311063 | val_loss: 0.0311391 | Time: 3716.96 ms [2020-12-14 14:58:45 main:581] : INFO : Epoch 647 | loss: 0.0311033 | val_loss: 0.0311418 | Time: 3682.01 ms [2020-12-14 14:58:49 main:581] : INFO : Epoch 648 | loss: 0.0311029 | val_loss: 0.031137 | Time: 3728.61 ms [2020-12-14 14:58:53 main:581] : INFO : Epoch 649 | loss: 0.031104 | val_loss: 0.0311427 | Time: 3707.17 ms [2020-12-14 14:58:57 main:581] : INFO : Epoch 650 | loss: 0.0311032 | val_loss: 0.0311432 | Time: 3720.74 ms [2020-12-14 14:59:00 main:581] : INFO : Epoch 651 | loss: 0.0311035 | val_loss: 0.0311388 | Time: 3709.53 ms [2020-12-14 14:59:04 main:581] : INFO : Epoch 652 | loss: 0.0311021 | val_loss: 0.0311396 | Time: 3754.68 ms [2020-12-14 14:59:08 main:581] : INFO : Epoch 653 | loss: 0.0311013 | val_loss: 0.0311358 | Time: 3692.44 ms [2020-12-14 14:59:11 main:581] : INFO : Epoch 654 | loss: 0.0311038 | val_loss: 0.0311406 | Time: 3715.86 ms [2020-12-14 14:59:15 main:581] : INFO : Epoch 655 | loss: 0.0311024 | val_loss: 0.0311425 | Time: 3698.43 ms [2020-12-14 14:59:19 main:581] : INFO : Epoch 656 | loss: 0.0311 | val_loss: 0.0311385 | Time: 3687.69 ms [2020-12-14 14:59:23 main:581] : INFO : Epoch 657 | loss: 0.0311006 | val_loss: 0.0311384 | Time: 3691.69 ms [2020-12-14 14:59:26 main:581] : INFO : Epoch 658 | loss: 0.031103 | val_loss: 0.0311367 | Time: 3738.13 ms [2020-12-14 14:59:30 main:581] : INFO : Epoch 659 | loss: 0.0311172 | val_loss: 0.0311407 | Time: 3677.78 ms [2020-12-14 14:59:34 main:581] : INFO : Epoch 660 | loss: 0.0311154 | val_loss: 0.031136 | Time: 3680.8 ms [2020-12-14 14:59:37 main:581] : INFO : Epoch 661 | loss: 0.0311138 | val_loss: 0.0311471 | Time: 3695.69 ms [2020-12-14 14:59:41 main:581] : INFO : Epoch 662 | loss: 0.0311151 | val_loss: 0.0311372 | Time: 3754.04 ms [2020-12-14 14:59:45 main:581] : INFO : Epoch 663 | loss: 0.0311106 | val_loss: 0.0311394 | Time: 3683.7 ms [2020-12-14 14:59:49 main:581] : INFO : Epoch 664 | loss: 0.0311111 | val_loss: 0.0311384 | Time: 3752 ms [2020-12-14 14:59:52 main:581] : INFO : Epoch 665 | loss: 0.0311083 | val_loss: 0.0311366 | Time: 3655.56 ms [2020-12-14 14:59:56 main:581] : INFO : Epoch 666 | loss: 0.0311059 | val_loss: 0.0311321 | Time: 3681.05 ms [2020-12-14 15:00:00 main:581] : INFO : Epoch 667 | loss: 0.0311053 | val_loss: 0.03114 | Time: 3708.8 ms [2020-12-14 15:00:03 main:581] : INFO : Epoch 668 | loss: 0.0311082 | val_loss: 0.031139 | Time: 3755.04 ms [2020-12-14 15:00:07 main:581] : INFO : Epoch 669 | loss: 0.031107 | val_loss: 0.0311369 | Time: 3680.03 ms [2020-12-14 15:00:11 main:581] : INFO : Epoch 670 | loss: 0.0311056 | val_loss: 0.0311372 | Time: 3649.14 ms [2020-12-14 15:00:14 main:581] : INFO : Epoch 671 | loss: 0.0311042 | val_loss: 0.0311348 | Time: 3715.67 ms [2020-12-14 15:00:18 main:581] : INFO : Epoch 672 | loss: 0.0311056 | val_loss: 0.0311387 | Time: 3719.19 ms [2020-12-14 15:00:22 main:581] : INFO : Epoch 673 | loss: 0.0311035 | val_loss: 0.0311343 | Time: 3713.93 ms [2020-12-14 15:00:26 main:581] : INFO : Epoch 674 | loss: 0.0311032 | val_loss: 0.0311335 | Time: 3706.98 ms [2020-12-14 15:00:29 main:581] : INFO : Epoch 675 | loss: 0.0311031 | val_loss: 0.0311342 | Time: 3732.26 ms [2020-12-14 15:00:33 main:581] : INFO : Epoch 676 | loss: 0.0311063 | val_loss: 0.03114 | Time: 3730.53 ms [2020-12-14 15:00:37 main:581] : INFO : Epoch 677 | loss: 0.0311083 | val_loss: 0.0311447 | Time: 3687.48 ms [2020-12-14 15:00:40 main:581] : INFO : Epoch 678 | loss: 0.0311052 | val_loss: 0.0311388 | Time: 3742.24 ms [2020-12-14 15:00:44 main:581] : INFO : Epoch 679 | loss: 0.0311044 | val_loss: 0.0311334 | Time: 3708.37 ms [2020-12-14 15:00:48 main:581] : INFO : Epoch 680 | loss: 0.0311042 | val_loss: 0.0311332 | Time: 3701.24 ms [2020-12-14 15:00:52 main:581] : INFO : Epoch 681 | loss: 0.0311058 | val_loss: 0.0311357 | Time: 3682.24 ms [2020-12-14 15:00:55 main:581] : INFO : Epoch 682 | loss: 0.0311051 | val_loss: 0.0311427 | Time: 3712.72 ms [2020-12-14 15:00:59 main:581] : INFO : Epoch 683 | loss: 0.0311089 | val_loss: 0.0311358 | Time: 3657.33 ms [2020-12-14 15:01:03 main:581] : INFO : Epoch 684 | loss: 0.031104 | val_loss: 0.0311371 | Time: 3723.13 ms [2020-12-14 15:01:06 main:581] : INFO : Epoch 685 | loss: 0.0311035 | val_loss: 0.0311321 | Time: 3663.17 ms [2020-12-14 15:01:10 main:581] : INFO : Epoch 686 | loss: 0.0311033 | val_loss: 0.0311362 | Time: 3714.87 ms [2020-12-14 15:01:14 main:581] : INFO : Epoch 687 | loss: 0.0311116 | val_loss: 0.0311369 | Time: 3731.5 ms [2020-12-14 15:01:17 main:581] : INFO : Epoch 688 | loss: 0.0311107 | val_loss: 0.0311384 | Time: 3741.95 ms [2020-12-14 15:01:21 main:581] : INFO : Epoch 689 | loss: 0.0311101 | val_loss: 0.0311344 | Time: 3699.04 ms [2020-12-14 15:01:25 main:581] : INFO : Epoch 690 | loss: 0.0311091 | val_loss: 0.0311391 | Time: 3707.56 ms [2020-12-14 15:01:29 main:581] : INFO : Epoch 691 | loss: 0.0311059 | val_loss: 0.0311326 | Time: 3685.97 ms [2020-12-14 15:01:32 main:581] : INFO : Epoch 692 | loss: 0.031103 | val_loss: 0.031134 | Time: 3644.25 ms [2020-12-14 15:01:36 main:581] : INFO : Epoch 693 | loss: 0.0311026 | val_loss: 0.0311322 | Time: 3673.76 ms [2020-12-14 15:01:40 main:581] : INFO : Epoch 694 | loss: 0.0311053 | val_loss: 0.031136 | Time: 3680.08 ms [2020-12-14 15:01:43 main:581] : INFO : Epoch 695 | loss: 0.0311059 | val_loss: 0.0311351 | Time: 3700.29 ms [2020-12-14 15:01:47 main:581] : INFO : Epoch 696 | loss: 0.0311044 | val_loss: 0.0311386 | Time: 3709.98 ms [2020-12-14 15:01:51 main:581] : INFO : Epoch 697 | loss: 0.0311089 | val_loss: 0.0311352 | Time: 3693.7 ms [2020-12-14 15:01:54 main:581] : INFO : Epoch 698 | loss: 0.0311104 | val_loss: 0.0311386 | Time: 3685.94 ms [2020-12-14 15:01:58 main:581] : INFO : Epoch 699 | loss: 0.0311112 | val_loss: 0.0311414 | Time: 3691.96 ms [2020-12-14 15:02:02 main:581] : INFO : Epoch 700 | loss: 0.0311126 | val_loss: 0.0311413 | Time: 3671.6 ms [2020-12-14 15:02:05 main:581] : INFO : Epoch 701 | loss: 0.0311119 | val_loss: 0.0311406 | Time: 3688.81 ms [2020-12-14 15:02:09 main:581] : INFO : Epoch 702 | loss: 0.0311123 | val_loss: 0.0311406 | Time: 3677.09 ms [2020-12-14 15:02:13 main:581] : INFO : Epoch 703 | loss: 0.0311128 | val_loss: 0.0311372 | Time: 3705.54 ms [2020-12-14 15:02:16 main:581] : INFO : Epoch 704 | loss: 0.0311128 | val_loss: 0.0311342 | Time: 3659.79 ms [2020-12-14 15:02:20 main:581] : INFO : Epoch 705 | loss: 0.0311064 | val_loss: 0.0311314 | Time: 3686.11 ms [2020-12-14 15:02:24 main:581] : INFO : Epoch 706 | loss: 0.0311055 | val_loss: 0.0311346 | Time: 3673.12 ms [2020-12-14 15:02:28 main:581] : INFO : Epoch 707 | loss: 0.0311052 | val_loss: 0.0311299 | Time: 3715.34 ms [2020-12-14 15:02:31 main:581] : INFO : Epoch 708 | loss: 0.0311037 | val_loss: 0.0311345 | Time: 3605.2 ms [2020-12-14 15:02:35 main:581] : INFO : Epoch 709 | loss: 0.0311053 | val_loss: 0.0311389 | Time: 3669.65 ms [2020-12-14 15:02:38 main:581] : INFO : Epoch 710 | loss: 0.0311017 | val_loss: 0.0311342 | Time: 3649.52 ms [2020-12-14 15:02:42 main:581] : INFO : Epoch 711 | loss: 0.031102 | val_loss: 0.0311334 | Time: 3635.06 ms [2020-12-14 15:02:46 main:581] : INFO : Epoch 712 | loss: 0.0311032 | val_loss: 0.0311332 | Time: 3661.78 ms [2020-12-14 15:02:50 main:581] : INFO : Epoch 713 | loss: 0.0311032 | val_loss: 0.031134 | Time: 3761.59 ms [2020-12-14 15:02:53 main:581] : INFO : Epoch 714 | loss: 0.0311043 | val_loss: 0.0311341 | Time: 3846.03 ms [2020-12-14 15:02:57 main:581] : INFO : Epoch 715 | loss: 0.0311027 | val_loss: 0.0311336 | Time: 3903.48 ms [2020-12-14 15:03:01 main:581] : INFO : Epoch 716 | loss: 0.0311031 | val_loss: 0.0311333 | Time: 3766.87 ms [2020-12-14 15:03:05 main:581] : INFO : Epoch 717 | loss: 0.0311013 | val_loss: 0.0311341 | Time: 4099.4 ms [2020-12-14 15:03:09 main:581] : INFO : Epoch 718 | loss: 0.0311013 | val_loss: 0.0311344 | Time: 4053.79 ms [2020-12-14 15:03:13 main:581] : INFO : Epoch 719 | loss: 0.0310995 | val_loss: 0.0311325 | Time: 4046.56 ms [2020-12-14 15:03:17 main:581] : INFO : Epoch 720 | loss: 0.031101 | val_loss: 0.0311402 | Time: 4106.59 ms [2020-12-14 15:03:21 main:581] : INFO : Epoch 721 | loss: 0.0310997 | val_loss: 0.0311343 | Time: 3988.69 ms [2020-12-14 15:03:25 main:581] : INFO : Epoch 722 | loss: 0.0310986 | val_loss: 0.0311354 | Time: 4012.44 ms [2020-12-14 15:03:29 main:581] : INFO : Epoch 723 | loss: 0.0310975 | val_loss: 0.0311367 | Time: 3856.51 ms [2020-12-14 15:03:33 main:581] : INFO : Epoch 724 | loss: 0.0310989 | val_loss: 0.0311378 | Time: 3812.5 ms [2020-12-14 15:03:37 main:581] : INFO : Epoch 725 | loss: 0.0310996 | val_loss: 0.0311354 | Time: 3734.04 ms [2020-12-14 15:03:40 main:581] : INFO : Epoch 726 | loss: 0.0311018 | val_loss: 0.0311406 | Time: 3729.25 ms [2020-12-14 15:03:44 main:581] : INFO : Epoch 727 | loss: 0.0310994 | val_loss: 0.0311359 | Time: 3716.15 ms [2020-12-14 15:03:48 main:581] : INFO : Epoch 728 | loss: 0.0310984 | val_loss: 0.0311355 | Time: 3653.15 ms [2020-12-14 15:03:52 main:581] : INFO : Epoch 729 | loss: 0.0310984 | val_loss: 0.0311332 | Time: 3739.64 ms [2020-12-14 15:03:55 main:581] : INFO : Epoch 730 | loss: 0.0310976 | val_loss: 0.0311311 | Time: 3693.4 ms [2020-12-14 15:03:59 main:581] : INFO : Epoch 731 | loss: 0.0310975 | val_loss: 0.0311363 | Time: 3714.01 ms [2020-12-14 15:04:03 main:581] : INFO : Epoch 732 | loss: 0.0311001 | val_loss: 0.0311351 | Time: 3682.57 ms [2020-12-14 15:04:06 main:581] : INFO : Epoch 733 | loss: 0.0311023 | val_loss: 0.0311339 | Time: 3648.79 ms [2020-12-14 15:04:10 main:581] : INFO : Epoch 734 | loss: 0.0311042 | val_loss: 0.0311355 | Time: 3624.84 ms [2020-12-14 15:04:14 main:581] : INFO : Epoch 735 | loss: 0.0311025 | val_loss: 0.0311361 | Time: 3695.84 ms [2020-12-14 15:04:17 main:581] : INFO : Epoch 736 | loss: 0.0311025 | val_loss: 0.031135 | Time: 3645.88 ms [2020-12-14 15:04:21 main:581] : INFO : Epoch 737 | loss: 0.0311032 | val_loss: 0.0311335 | Time: 3678.56 ms [2020-12-14 15:04:25 main:581] : INFO : Epoch 738 | loss: 0.0311038 | val_loss: 0.031135 | Time: 3704.56 ms [2020-12-14 15:04:28 main:581] : INFO : Epoch 739 | loss: 0.0311028 | val_loss: 0.0311426 | Time: 3614.93 ms [2020-12-14 15:04:32 main:581] : INFO : Epoch 740 | loss: 0.0311046 | val_loss: 0.0311358 | Time: 3668.16 ms [2020-12-14 15:04:36 main:581] : INFO : Epoch 741 | loss: 0.0311026 | val_loss: 0.0311368 | Time: 3728.44 ms [2020-12-14 15:04:39 main:581] : INFO : Epoch 742 | loss: 0.031103 | val_loss: 0.0311388 | Time: 3709.3 ms [2020-12-14 15:04:43 main:581] : INFO : Epoch 743 | loss: 0.0311026 | val_loss: 0.0311384 | Time: 3681.48 ms [2020-12-14 15:04:47 main:581] : INFO : Epoch 744 | loss: 0.0311021 | val_loss: 0.0311379 | Time: 3721.7 ms [2020-12-14 15:04:50 main:581] : INFO : Epoch 745 | loss: 0.0311029 | val_loss: 0.031149 | Time: 3646.45 ms [2020-12-14 15:04:54 main:581] : INFO : Epoch 746 | loss: 0.0311047 | val_loss: 0.0311373 | Time: 3648.15 ms [2020-12-14 15:04:58 main:581] : INFO : Epoch 747 | loss: 0.0311016 | val_loss: 0.0311434 | Time: 3706.94 ms [2020-12-14 15:05:01 main:581] : INFO : Epoch 748 | loss: 0.0311012 | val_loss: 0.031139 | Time: 3696.92 ms [2020-12-14 15:05:05 main:581] : INFO : Epoch 749 | loss: 0.0311005 | val_loss: 0.0311379 | Time: 3670.14 ms [2020-12-14 15:05:09 main:581] : INFO : Epoch 750 | loss: 0.0311027 | val_loss: 0.0311391 | Time: 3704.22 ms [2020-12-14 15:05:13 main:581] : INFO : Epoch 751 | loss: 0.0311034 | val_loss: 0.0311376 | Time: 3729.22 ms [2020-12-14 15:05:16 main:581] : INFO : Epoch 752 | loss: 0.0311005 | val_loss: 0.0311335 | Time: 3750.16 ms [2020-12-14 15:05:20 main:581] : INFO : Epoch 753 | loss: 0.0310996 | val_loss: 0.0311303 | Time: 3732.52 ms [2020-12-14 15:05:24 main:581] : INFO : Epoch 754 | loss: 0.0311016 | val_loss: 0.0311348 | Time: 3694.72 ms [2020-12-14 15:05:27 main:581] : INFO : Epoch 755 | loss: 0.0311014 | val_loss: 0.0311364 | Time: 3673.55 ms [2020-12-14 15:05:31 main:581] : INFO : Epoch 756 | loss: 0.0311034 | val_loss: 0.0311361 | Time: 3666.71 ms [2020-12-14 15:05:35 main:581] : INFO : Epoch 757 | loss: 0.0311044 | val_loss: 0.0311404 | Time: 3699.15 ms [2020-12-14 15:05:38 main:581] : INFO : Epoch 758 | loss: 0.0311091 | val_loss: 0.0311464 | Time: 3662.12 ms [2020-12-14 15:05:42 main:581] : INFO : Epoch 759 | loss: 0.0311034 | val_loss: 0.0311465 | Time: 3683.85 ms [2020-12-14 15:05:46 main:581] : INFO : Epoch 760 | loss: 0.0311024 | val_loss: 0.0311405 | Time: 3632.98 ms [2020-12-14 15:05:50 main:581] : INFO : Epoch 761 | loss: 0.0311014 | val_loss: 0.0311416 | Time: 3695.24 ms [2020-12-14 15:05:53 main:581] : INFO : Epoch 762 | loss: 0.0311028 | val_loss: 0.0311425 | Time: 3690.71 ms [2020-12-14 15:05:57 main:581] : INFO : Epoch 763 | loss: 0.0311019 | val_loss: 0.0311442 | Time: 3689.1 ms [2020-12-14 15:06:01 main:581] : INFO : Epoch 764 | loss: 0.0311026 | val_loss: 0.0311365 | Time: 3652.78 ms [2020-12-14 15:06:04 main:581] : INFO : Epoch 765 | loss: 0.0311013 | val_loss: 0.0311421 | Time: 3702.96 ms [2020-12-14 15:06:08 main:581] : INFO : Epoch 766 | loss: 0.0311017 | val_loss: 0.0311455 | Time: 3679.97 ms [2020-12-14 15:06:12 main:581] : INFO : Epoch 767 | loss: 0.0311014 | val_loss: 0.0311387 | Time: 3665.42 ms [2020-12-14 15:06:15 main:581] : INFO : Epoch 768 | loss: 0.0311019 | val_loss: 0.0311418 | Time: 3698.07 ms [2020-12-14 15:06:19 main:581] : INFO : Epoch 769 | loss: 0.0311017 | val_loss: 0.0311406 | Time: 3670.67 ms [2020-12-14 15:06:23 main:581] : INFO : Epoch 770 | loss: 0.0311003 | val_loss: 0.0311362 | Time: 3674.38 ms [2020-12-14 15:06:26 main:581] : INFO : Epoch 771 | loss: 0.0311015 | val_loss: 0.0311359 | Time: 3683.54 ms [2020-12-14 15:06:30 main:581] : INFO : Epoch 772 | loss: 0.0311016 | val_loss: 0.0311335 | Time: 3693.45 ms [2020-12-14 15:06:34 main:581] : INFO : Epoch 773 | loss: 0.031105 | val_loss: 0.0311334 | Time: 3707.6 ms [2020-12-14 15:06:37 main:581] : INFO : Epoch 774 | loss: 0.0311028 | val_loss: 0.0311386 | Time: 3718.11 ms [2020-12-14 15:06:41 main:581] : INFO : Epoch 775 | loss: 0.0311004 | val_loss: 0.0311338 | Time: 3663.82 ms [2020-12-14 15:06:45 main:581] : INFO : Epoch 776 | loss: 0.0310998 | val_loss: 0.0311337 | Time: 3722.4 ms [2020-12-14 15:06:48 main:581] : INFO : Epoch 777 | loss: 0.0310982 | val_loss: 0.0311381 | Time: 3674.42 ms [2020-12-14 15:06:52 main:581] : INFO : Epoch 778 | loss: 0.0310973 | val_loss: 0.0311368 | Time: 3720.57 ms [2020-12-14 15:06:56 main:581] : INFO : Epoch 779 | loss: 0.0310974 | val_loss: 0.0311406 | Time: 3719.76 ms [2020-12-14 15:07:00 main:581] : INFO : Epoch 780 | loss: 0.0310971 | val_loss: 0.0311355 | Time: 3721.35 ms [2020-12-14 15:07:03 main:581] : INFO : Epoch 781 | loss: 0.0310985 | val_loss: 0.0311311 | Time: 3693.56 ms [2020-12-14 15:07:07 main:581] : INFO : Epoch 782 | loss: 0.0311023 | val_loss: 0.0311327 | Time: 3672.5 ms [2020-12-14 15:07:11 main:581] : INFO : Epoch 783 | loss: 0.0311042 | val_loss: 0.0311331 | Time: 3724.5 ms [2020-12-14 15:07:14 main:581] : INFO : Epoch 784 | loss: 0.0311053 | val_loss: 0.0311396 | Time: 3680.17 ms [2020-12-14 15:07:18 main:581] : INFO : Epoch 785 | loss: 0.0311034 | val_loss: 0.0311325 | Time: 3700.73 ms [2020-12-14 15:07:22 main:581] : INFO : Epoch 786 | loss: 0.0310998 | val_loss: 0.0311368 | Time: 3723.08 ms [2020-12-14 15:07:26 main:581] : INFO : Epoch 787 | loss: 0.031099 | val_loss: 0.0311358 | Time: 3728.14 ms [2020-12-14 15:07:29 main:581] : INFO : Epoch 788 | loss: 0.0310974 | val_loss: 0.0311339 | Time: 3656.5 ms [2020-12-14 15:07:33 main:581] : INFO : Epoch 789 | loss: 0.031097 | val_loss: 0.0311338 | Time: 3723.83 ms [2020-12-14 15:07:37 main:581] : INFO : Epoch 790 | loss: 0.0310975 | val_loss: 0.031133 | Time: 3741.83 ms [2020-12-14 15:07:40 main:581] : INFO : Epoch 791 | loss: 0.0310978 | val_loss: 0.0311356 | Time: 3710.16 ms [2020-12-14 15:07:44 main:581] : INFO : Epoch 792 | loss: 0.0310993 | val_loss: 0.0311376 | Time: 3670.6 ms [2020-12-14 15:07:48 main:581] : INFO : Epoch 793 | loss: 0.0310979 | val_loss: 0.0311355 | Time: 3742.51 ms [2020-12-14 15:07:52 main:581] : INFO : Epoch 794 | loss: 0.0310971 | val_loss: 0.0311349 | Time: 3698.34 ms [2020-12-14 15:07:55 main:581] : INFO : Epoch 795 | loss: 0.0310961 | val_loss: 0.031135 | Time: 3681.27 ms [2020-12-14 15:07:59 main:581] : INFO : Epoch 796 | loss: 0.0310962 | val_loss: 0.0311348 | Time: 3653.19 ms [2020-12-14 15:08:03 main:581] : INFO : Epoch 797 | loss: 0.0310984 | val_loss: 0.031129 | Time: 3719.76 ms [2020-12-14 15:08:06 main:581] : INFO : Epoch 798 | loss: 0.0310998 | val_loss: 0.0311375 | Time: 3698.74 ms [2020-12-14 15:08:10 main:581] : INFO : Epoch 799 | loss: 0.0311033 | val_loss: 0.0311286 | Time: 3733.29 ms [2020-12-14 15:08:14 main:581] : INFO : Epoch 800 | loss: 0.0311039 | val_loss: 0.0311277 | Time: 3708.83 ms [2020-12-14 15:08:17 main:581] : INFO : Epoch 801 | loss: 0.0311026 | val_loss: 0.0311306 | Time: 3687.72 ms [2020-12-14 15:08:21 main:581] : INFO : Epoch 802 | loss: 0.0311042 | val_loss: 0.0311337 | Time: 3693.61 ms [2020-12-14 15:08:25 main:581] : INFO : Epoch 803 | loss: 0.0311033 | val_loss: 0.0311305 | Time: 3709.39 ms [2020-12-14 15:08:28 main:581] : INFO : Epoch 804 | loss: 0.031099 | val_loss: 0.0311327 | Time: 3660.08 ms [2020-12-14 15:08:32 main:581] : INFO : Epoch 805 | loss: 0.0310986 | val_loss: 0.0311275 | Time: 3739.89 ms [2020-12-14 15:08:36 main:581] : INFO : Epoch 806 | loss: 0.0310993 | val_loss: 0.0311285 | Time: 3739.51 ms [2020-12-14 15:08:40 main:581] : INFO : Epoch 807 | loss: 0.0311004 | val_loss: 0.0311291 | Time: 3679.15 ms [2020-12-14 15:08:43 main:581] : INFO : Epoch 808 | loss: 0.0310988 | val_loss: 0.0311325 | Time: 3677.49 ms [2020-12-14 15:08:47 main:581] : INFO : Epoch 809 | loss: 0.031099 | val_loss: 0.031132 | Time: 3725.86 ms [2020-12-14 15:08:51 main:581] : INFO : Epoch 810 | loss: 0.0310977 | val_loss: 0.0311291 | Time: 3731.14 ms [2020-12-14 15:08:54 main:581] : INFO : Epoch 811 | loss: 0.0311002 | val_loss: 0.0311279 | Time: 3685.03 ms [2020-12-14 15:08:58 main:581] : INFO : Epoch 812 | loss: 0.0310983 | val_loss: 0.0311303 | Time: 3732.18 ms [2020-12-14 15:09:02 main:581] : INFO : Epoch 813 | loss: 0.0310983 | val_loss: 0.0311265 | Time: 3673.72 ms [2020-12-14 15:09:06 main:581] : INFO : Epoch 814 | loss: 0.0310952 | val_loss: 0.0311293 | Time: 3686.84 ms [2020-12-14 15:09:09 main:581] : INFO : Epoch 815 | loss: 0.0310956 | val_loss: 0.0311275 | Time: 3690.03 ms [2020-12-14 15:09:13 main:581] : INFO : Epoch 816 | loss: 0.0310961 | val_loss: 0.0311275 | Time: 3729.08 ms [2020-12-14 15:09:17 main:581] : INFO : Epoch 817 | loss: 0.0310953 | val_loss: 0.0311297 | Time: 3651.02 ms [2020-12-14 15:09:20 main:581] : INFO : Epoch 818 | loss: 0.0310966 | val_loss: 0.0311404 | Time: 3719.49 ms [2020-12-14 15:09:24 main:581] : INFO : Epoch 819 | loss: 0.0310979 | val_loss: 0.031132 | Time: 3713.97 ms [2020-12-14 15:09:28 main:581] : INFO : Epoch 820 | loss: 0.0310975 | val_loss: 0.0311279 | Time: 3628.39 ms [2020-12-14 15:09:31 main:581] : INFO : Epoch 821 | loss: 0.0310968 | val_loss: 0.0311289 | Time: 3688.72 ms [2020-12-14 15:09:35 main:581] : INFO : Epoch 822 | loss: 0.0310968 | val_loss: 0.0311274 | Time: 3741.55 ms [2020-12-14 15:09:39 main:581] : INFO : Epoch 823 | loss: 0.0310952 | val_loss: 0.0311297 | Time: 3716.47 ms [2020-12-14 15:09:43 main:581] : INFO : Epoch 824 | loss: 0.0310981 | val_loss: 0.031131 | Time: 3713.16 ms [2020-12-14 15:09:46 main:581] : INFO : Epoch 825 | loss: 0.0311062 | val_loss: 0.0311341 | Time: 3704.47 ms [2020-12-14 15:09:50 main:581] : INFO : Epoch 826 | loss: 0.0311085 | val_loss: 0.031132 | Time: 3699.89 ms [2020-12-14 15:09:54 main:581] : INFO : Epoch 827 | loss: 0.0311035 | val_loss: 0.0311272 | Time: 3740.86 ms [2020-12-14 15:09:57 main:581] : INFO : Epoch 828 | loss: 0.0310998 | val_loss: 0.0311277 | Time: 3676.43 ms [2020-12-14 15:10:01 main:581] : INFO : Epoch 829 | loss: 0.0311027 | val_loss: 0.0311292 | Time: 3711.24 ms [2020-12-14 15:10:05 main:581] : INFO : Epoch 830 | loss: 0.0311013 | val_loss: 0.0311298 | Time: 3684.04 ms [2020-12-14 15:10:08 main:581] : INFO : Epoch 831 | loss: 0.0310999 | val_loss: 0.0311288 | Time: 3699.85 ms [2020-12-14 15:10:12 main:581] : INFO : Epoch 832 | loss: 0.0310987 | val_loss: 0.0311309 | Time: 3777.59 ms [2020-12-14 15:10:16 main:581] : INFO : Epoch 833 | loss: 0.0310981 | val_loss: 0.0311331 | Time: 3693.34 ms [2020-12-14 15:10:20 main:581] : INFO : Epoch 834 | loss: 0.0310995 | val_loss: 0.0311322 | Time: 3716.48 ms [2020-12-14 15:10:23 main:581] : INFO : Epoch 835 | loss: 0.0310993 | val_loss: 0.0311336 | Time: 3707.03 ms [2020-12-14 15:10:27 main:581] : INFO : Epoch 836 | loss: 0.0310993 | val_loss: 0.0311375 | Time: 3707.75 ms [2020-12-14 15:10:31 main:581] : INFO : Epoch 837 | loss: 0.0310998 | val_loss: 0.0311337 | Time: 3714.83 ms [2020-12-14 15:10:35 main:581] : INFO : Epoch 838 | loss: 0.0310987 | val_loss: 0.0311317 | Time: 3724.52 ms [2020-12-14 15:10:38 main:581] : INFO : Epoch 839 | loss: 0.0310977 | val_loss: 0.0311328 | Time: 3700.28 ms [2020-12-14 15:10:42 main:581] : INFO : Epoch 840 | loss: 0.0311017 | val_loss: 0.0311338 | Time: 3651.43 ms [2020-12-14 15:10:46 main:581] : INFO : Epoch 841 | loss: 0.0311019 | val_loss: 0.0311353 | Time: 3698.87 ms [2020-12-14 15:10:49 main:581] : INFO : Epoch 842 | loss: 0.0311013 | val_loss: 0.0311331 | Time: 3664.7 ms [2020-12-14 15:10:53 main:581] : INFO : Epoch 843 | loss: 0.031102 | val_loss: 0.0311262 | Time: 3685.14 ms [2020-12-14 15:10:57 main:581] : INFO : Epoch 844 | loss: 0.0311022 | val_loss: 0.0311384 | Time: 3694.72 ms [2020-12-14 15:11:00 main:581] : INFO : Epoch 845 | loss: 0.0311019 | val_loss: 0.0311343 | Time: 3641.36 ms [2020-12-14 15:11:04 main:581] : INFO : Epoch 846 | loss: 0.0311006 | val_loss: 0.0311352 | Time: 3746.55 ms [2020-12-14 15:11:08 main:581] : INFO : Epoch 847 | loss: 0.0310991 | val_loss: 0.0311287 | Time: 3677.07 ms [2020-12-14 15:11:11 main:581] : INFO : Epoch 848 | loss: 0.0310989 | val_loss: 0.0311293 | Time: 3716.94 ms [2020-12-14 15:11:15 main:581] : INFO : Epoch 849 | loss: 0.0310987 | val_loss: 0.0311316 | Time: 3665.68 ms [2020-12-14 15:11:19 main:581] : INFO : Epoch 850 | loss: 0.0311007 | val_loss: 0.0311305 | Time: 3710.18 ms [2020-12-14 15:11:22 main:581] : INFO : Epoch 851 | loss: 0.0311016 | val_loss: 0.0311344 | Time: 3703.44 ms [2020-12-14 15:11:26 main:581] : INFO : Epoch 852 | loss: 0.0311059 | val_loss: 0.031133 | Time: 3697.95 ms [2020-12-14 15:11:30 main:581] : INFO : Epoch 853 | loss: 0.031105 | val_loss: 0.0311293 | Time: 3728.75 ms [2020-12-14 15:11:34 main:581] : INFO : Epoch 854 | loss: 0.031106 | val_loss: 0.0311263 | Time: 3754.59 ms [2020-12-14 15:11:37 main:581] : INFO : Epoch 855 | loss: 0.0311042 | val_loss: 0.0311258 | Time: 3675.63 ms [2020-12-14 15:11:41 main:581] : INFO : Epoch 856 | loss: 0.031104 | val_loss: 0.031129 | Time: 3738.46 ms [2020-12-14 15:11:45 main:581] : INFO : Epoch 857 | loss: 0.0311035 | val_loss: 0.0311278 | Time: 3716.16 ms [2020-12-14 15:11:49 main:581] : INFO : Epoch 858 | loss: 0.0311017 | val_loss: 0.0311307 | Time: 3726.99 ms [2020-12-14 15:11:52 main:581] : INFO : Epoch 859 | loss: 0.0311028 | val_loss: 0.0311282 | Time: 3665.95 ms [2020-12-14 15:11:56 main:581] : INFO : Epoch 860 | loss: 0.0311032 | val_loss: 0.0311281 | Time: 3738.62 ms [2020-12-14 15:12:00 main:581] : INFO : Epoch 861 | loss: 0.031102 | val_loss: 0.0311319 | Time: 3693.05 ms [2020-12-14 15:12:03 main:581] : INFO : Epoch 862 | loss: 0.0311012 | val_loss: 0.0311288 | Time: 3703.73 ms [2020-12-14 15:12:07 main:581] : INFO : Epoch 863 | loss: 0.0311007 | val_loss: 0.0311326 | Time: 3730.95 ms [2020-12-14 15:12:11 main:581] : INFO : Epoch 864 | loss: 0.0311006 | val_loss: 0.0311338 | Time: 3729.58 ms [2020-12-14 15:12:14 main:581] : INFO : Epoch 865 | loss: 0.0311035 | val_loss: 0.0311433 | Time: 3708.93 ms [2020-12-14 15:12:18 main:581] : INFO : Epoch 866 | loss: 0.031112 | val_loss: 0.031138 | Time: 3685.14 ms [2020-12-14 15:12:22 main:581] : INFO : Epoch 867 | loss: 0.0311106 | val_loss: 0.0311366 | Time: 3746.41 ms [2020-12-14 15:12:26 main:581] : INFO : Epoch 868 | loss: 0.0311077 | val_loss: 0.0311375 | Time: 3714.49 ms [2020-12-14 15:12:29 main:581] : INFO : Epoch 869 | loss: 0.0311078 | val_loss: 0.031144 | Time: 3692.16 ms [2020-12-14 15:12:33 main:581] : INFO : Epoch 870 | loss: 0.0311066 | val_loss: 0.0311353 | Time: 3736.79 ms [2020-12-14 15:12:37 main:581] : INFO : Epoch 871 | loss: 0.0311047 | val_loss: 0.0311379 | Time: 3698.85 ms [2020-12-14 15:12:40 main:581] : INFO : Epoch 872 | loss: 0.0311044 | val_loss: 0.0311371 | Time: 3704.72 ms [2020-12-14 15:12:44 main:581] : INFO : Epoch 873 | loss: 0.0311035 | val_loss: 0.0311326 | Time: 3721.15 ms [2020-12-14 15:12:48 main:581] : INFO : Epoch 874 | loss: 0.031106 | val_loss: 0.0311403 | Time: 3726.54 ms [2020-12-14 15:12:52 main:581] : INFO : Epoch 875 | loss: 0.0311086 | val_loss: 0.0311321 | Time: 3716.92 ms [2020-12-14 15:12:55 main:581] : INFO : Epoch 876 | loss: 0.0311162 | val_loss: 0.0311375 | Time: 3727.31 ms [2020-12-14 15:12:59 main:581] : INFO : Epoch 877 | loss: 0.0311175 | val_loss: 0.0311339 | Time: 3737.62 ms [2020-12-14 15:13:03 main:581] : INFO : Epoch 878 | loss: 0.0311185 | val_loss: 0.0311343 | Time: 3657.83 ms [2020-12-14 15:13:06 main:581] : INFO : Epoch 879 | loss: 0.0311176 | val_loss: 0.031136 | Time: 3695.17 ms [2020-12-14 15:13:10 main:581] : INFO : Epoch 880 | loss: 0.0311152 | val_loss: 0.0311361 | Time: 3691.04 ms [2020-12-14 15:13:14 main:581] : INFO : Epoch 881 | loss: 0.0311141 | val_loss: 0.0311351 | Time: 3706.63 ms [2020-12-14 15:13:18 main:581] : INFO : Epoch 882 | loss: 0.0311148 | val_loss: 0.0311383 | Time: 3715.59 ms [2020-12-14 15:13:21 main:581] : INFO : Epoch 883 | loss: 0.031118 | val_loss: 0.0311416 | Time: 3722.5 ms [2020-12-14 15:13:25 main:581] : INFO : Epoch 884 | loss: 0.0311171 | val_loss: 0.0311438 | Time: 3708.7 ms [2020-12-14 15:13:29 main:581] : INFO : Epoch 885 | loss: 0.0311206 | val_loss: 0.0311415 | Time: 3724.67 ms [2020-12-14 15:13:32 main:581] : INFO : Epoch 886 | loss: 0.0311247 | val_loss: 0.0311526 | Time: 3642.59 ms [2020-12-14 15:13:36 main:581] : INFO : Epoch 887 | loss: 0.0311213 | val_loss: 0.0311445 | Time: 3703.46 ms [2020-12-14 15:13:40 main:581] : INFO : Epoch 888 | loss: 0.031117 | val_loss: 0.0311395 | Time: 3664.11 ms [2020-12-14 15:13:43 main:581] : INFO : Epoch 889 | loss: 0.0311176 | val_loss: 0.0311428 | Time: 3723.79 ms [2020-12-14 15:13:47 main:581] : INFO : Epoch 890 | loss: 0.0311195 | val_loss: 0.0311499 | Time: 3708.76 ms [2020-12-14 15:13:51 main:581] : INFO : Epoch 891 | loss: 0.0311214 | val_loss: 0.0311494 | Time: 3693.95 ms [2020-12-14 15:13:55 main:581] : INFO : Epoch 892 | loss: 0.0311167 | val_loss: 0.031141 | Time: 3680.42 ms [2020-12-14 15:13:58 main:581] : INFO : Epoch 893 | loss: 0.0311129 | val_loss: 0.0311379 | Time: 3692.62 ms [2020-12-14 15:14:02 main:581] : INFO : Epoch 894 | loss: 0.0311126 | val_loss: 0.0311391 | Time: 3698.5 ms [2020-12-14 15:14:06 main:581] : INFO : Epoch 895 | loss: 0.0311196 | val_loss: 0.0311367 | Time: 3730.19 ms [2020-12-14 15:14:09 main:581] : INFO : Epoch 896 | loss: 0.0311215 | val_loss: 0.0311343 | Time: 3724.94 ms [2020-12-14 15:14:13 main:581] : INFO : Epoch 897 | loss: 0.0311243 | val_loss: 0.0311481 | Time: 3716.69 ms [2020-12-14 15:14:17 main:581] : INFO : Epoch 898 | loss: 0.0311204 | val_loss: 0.0311334 | Time: 3668.96 ms [2020-12-14 15:14:21 main:581] : INFO : Epoch 899 | loss: 0.0311149 | val_loss: 0.0311311 | Time: 3740.85 ms [2020-12-14 15:14:24 main:581] : INFO : Epoch 900 | loss: 0.0311142 | val_loss: 0.0311314 | Time: 3692.8 ms [2020-12-14 15:14:28 main:581] : INFO : Epoch 901 | loss: 0.0311138 | val_loss: 0.0311325 | Time: 3730.87 ms [2020-12-14 15:14:32 main:581] : INFO : Epoch 902 | loss: 0.0311145 | val_loss: 0.0311362 | Time: 3686.41 ms [2020-12-14 15:14:35 main:581] : INFO : Epoch 903 | loss: 0.0311148 | val_loss: 0.0311361 | Time: 3689.2 ms [2020-12-14 15:14:39 main:581] : INFO : Epoch 904 | loss: 0.0311135 | val_loss: 0.0311327 | Time: 3724.62 ms [2020-12-14 15:14:43 main:581] : INFO : Epoch 905 | loss: 0.0311121 | val_loss: 0.0311375 | Time: 3705.91 ms [2020-12-14 15:14:46 main:581] : INFO : Epoch 906 | loss: 0.0311153 | val_loss: 0.0311362 | Time: 3716.29 ms [2020-12-14 15:14:50 main:581] : INFO : Epoch 907 | loss: 0.0311153 | val_loss: 0.0311356 | Time: 3653.4 ms [2020-12-14 15:14:54 main:581] : INFO : Epoch 908 | loss: 0.0311154 | val_loss: 0.0311347 | Time: 3731.32 ms [2020-12-14 15:14:58 main:581] : INFO : Epoch 909 | loss: 0.0311124 | val_loss: 0.0311328 | Time: 3705.14 ms [2020-12-14 15:15:01 main:581] : INFO : Epoch 910 | loss: 0.0311134 | val_loss: 0.0311341 | Time: 3712.63 ms [2020-12-14 15:15:05 main:581] : INFO : Epoch 911 | loss: 0.031113 | val_loss: 0.0311353 | Time: 3736.95 ms [2020-12-14 15:15:09 main:581] : INFO : Epoch 912 | loss: 0.0311114 | val_loss: 0.0311323 | Time: 3653.28 ms [2020-12-14 15:15:12 main:581] : INFO : Epoch 913 | loss: 0.0311119 | val_loss: 0.031132 | Time: 3737.38 ms [2020-12-14 15:15:16 main:581] : INFO : Epoch 914 | loss: 0.0311124 | val_loss: 0.0311329 | Time: 3725.59 ms [2020-12-14 15:15:20 main:581] : INFO : Epoch 915 | loss: 0.0311105 | val_loss: 0.0311326 | Time: 3706.39 ms [2020-12-14 15:15:24 main:581] : INFO : Epoch 916 | loss: 0.0311124 | val_loss: 0.0311327 | Time: 3718.32 ms [2020-12-14 15:15:27 main:581] : INFO : Epoch 917 | loss: 0.0311146 | val_loss: 0.0311333 | Time: 3673.74 ms [2020-12-14 15:15:31 main:581] : INFO : Epoch 918 | loss: 0.0311154 | val_loss: 0.0311336 | Time: 3745.1 ms [2020-12-14 15:15:35 main:581] : INFO : Epoch 919 | loss: 0.0311143 | val_loss: 0.0311324 | Time: 3699.37 ms [2020-12-14 15:15:38 main:581] : INFO : Epoch 920 | loss: 0.031114 | val_loss: 0.0311306 | Time: 3728.59 ms [2020-12-14 15:15:42 main:581] : INFO : Epoch 921 | loss: 0.0311149 | val_loss: 0.0311309 | Time: 3740.75 ms [2020-12-14 15:15:46 main:581] : INFO : Epoch 922 | loss: 0.0311154 | val_loss: 0.0311313 | Time: 3681.13 ms [2020-12-14 15:15:50 main:581] : INFO : Epoch 923 | loss: 0.0311156 | val_loss: 0.0311298 | Time: 3703.07 ms [2020-12-14 15:15:53 main:581] : INFO : Epoch 924 | loss: 0.0311108 | val_loss: 0.0311312 | Time: 3719.17 ms [2020-12-14 15:15:57 main:581] : INFO : Epoch 925 | loss: 0.0311127 | val_loss: 0.0311331 | Time: 3691.74 ms [2020-12-14 15:16:01 main:581] : INFO : Epoch 926 | loss: 0.031112 | val_loss: 0.0311357 | Time: 3647.04 ms [2020-12-14 15:16:04 main:581] : INFO : Epoch 927 | loss: 0.0311198 | val_loss: 0.0311331 | Time: 3659.84 ms [2020-12-14 15:16:08 main:581] : INFO : Epoch 928 | loss: 0.0311205 | val_loss: 0.0311346 | Time: 3728.12 ms [2020-12-14 15:16:12 main:581] : INFO : Epoch 929 | loss: 0.0311194 | val_loss: 0.0311329 | Time: 3721.58 ms [2020-12-14 15:16:15 main:581] : INFO : Epoch 930 | loss: 0.0311147 | val_loss: 0.0311351 | Time: 3698.07 ms [2020-12-14 15:16:19 main:581] : INFO : Epoch 931 | loss: 0.0311173 | val_loss: 0.0311438 | Time: 3722.19 ms [2020-12-14 15:16:23 main:581] : INFO : Epoch 932 | loss: 0.031116 | val_loss: 0.0311337 | Time: 3704.34 ms [2020-12-14 15:16:27 main:581] : INFO : Epoch 933 | loss: 0.0311158 | val_loss: 0.0311308 | Time: 3736.13 ms [2020-12-14 15:16:30 main:581] : INFO : Epoch 934 | loss: 0.0311154 | val_loss: 0.0311297 | Time: 3735.15 ms [2020-12-14 15:16:34 main:581] : INFO : Epoch 935 | loss: 0.0311139 | val_loss: 0.0311265 | Time: 3713.84 ms [2020-12-14 15:16:38 main:581] : INFO : Epoch 936 | loss: 0.031112 | val_loss: 0.031131 | Time: 3654.49 ms [2020-12-14 15:16:41 main:581] : INFO : Epoch 937 | loss: 0.0311153 | val_loss: 0.0311305 | Time: 3721.9 ms [2020-12-14 15:16:45 main:581] : INFO : Epoch 938 | loss: 0.0311116 | val_loss: 0.0311262 | Time: 3732.73 ms [2020-12-14 15:16:49 main:581] : INFO : Epoch 939 | loss: 0.0311123 | val_loss: 0.0311259 | Time: 3666.77 ms [2020-12-14 15:16:52 main:581] : INFO : Epoch 940 | loss: 0.0311129 | val_loss: 0.0311286 | Time: 3695.8 ms [2020-12-14 15:16:56 main:581] : INFO : Epoch 941 | loss: 0.0311117 | val_loss: 0.0311287 | Time: 3699.26 ms [2020-12-14 15:17:00 main:581] : INFO : Epoch 942 | loss: 0.0311116 | val_loss: 0.0311274 | Time: 3722.86 ms [2020-12-14 15:17:04 main:581] : INFO : Epoch 943 | loss: 0.0311101 | val_loss: 0.0311283 | Time: 3715.79 ms [2020-12-14 15:17:07 main:581] : INFO : Epoch 944 | loss: 0.031111 | val_loss: 0.0311269 | Time: 3737.58 ms [2020-12-14 15:17:11 main:581] : INFO : Epoch 945 | loss: 0.0311118 | val_loss: 0.0311291 | Time: 3688.32 ms [2020-12-14 15:17:15 main:581] : INFO : Epoch 946 | loss: 0.0311098 | val_loss: 0.0311289 | Time: 3654.61 ms [2020-12-14 15:17:18 main:581] : INFO : Epoch 947 | loss: 0.0311102 | val_loss: 0.0311268 | Time: 3716.09 ms [2020-12-14 15:17:22 main:581] : INFO : Epoch 948 | loss: 0.031111 | val_loss: 0.0311269 | Time: 3708.37 ms [2020-12-14 15:17:26 main:581] : INFO : Epoch 949 | loss: 0.0311115 | val_loss: 0.0311262 | Time: 3715.52 ms [2020-12-14 15:17:30 main:581] : INFO : Epoch 950 | loss: 0.0311086 | val_loss: 0.0311271 | Time: 3713.11 ms [2020-12-14 15:17:33 main:581] : INFO : Epoch 951 | loss: 0.0311079 | val_loss: 0.0311261 | Time: 3710.34 ms [2020-12-14 15:17:37 main:581] : INFO : Epoch 952 | loss: 0.0311068 | val_loss: 0.0311284 | Time: 3750.77 ms [2020-12-14 15:17:41 main:581] : INFO : Epoch 953 | loss: 0.0311069 | val_loss: 0.0311295 | Time: 3678.51 ms [2020-12-14 15:17:44 main:581] : INFO : Epoch 954 | loss: 0.0311078 | val_loss: 0.0311276 | Time: 3714.59 ms [2020-12-14 15:17:48 main:581] : INFO : Epoch 955 | loss: 0.0311065 | val_loss: 0.0311266 | Time: 3698.68 ms [2020-12-14 15:17:52 main:581] : INFO : Epoch 956 | loss: 0.0311061 | val_loss: 0.0311326 | Time: 3709.23 ms [2020-12-14 15:17:56 main:581] : INFO : Epoch 957 | loss: 0.0311072 | val_loss: 0.0311262 | Time: 3734.57 ms [2020-12-14 15:17:59 main:581] : INFO : Epoch 958 | loss: 0.0311056 | val_loss: 0.0311267 | Time: 3721.77 ms [2020-12-14 15:18:03 main:581] : INFO : Epoch 959 | loss: 0.0311106 | val_loss: 0.0311385 | Time: 3738.07 ms [2020-12-14 15:18:07 main:581] : INFO : Epoch 960 | loss: 0.0311104 | val_loss: 0.0311258 | Time: 3689.15 ms [2020-12-14 15:18:10 main:581] : INFO : Epoch 961 | loss: 0.031105 | val_loss: 0.0311258 | Time: 3715.16 ms [2020-12-14 15:18:14 main:581] : INFO : Epoch 962 | loss: 0.0311028 | val_loss: 0.0311249 | Time: 3661.3 ms [2020-12-14 15:18:18 main:581] : INFO : Epoch 963 | loss: 0.0311038 | val_loss: 0.0311278 | Time: 3721.28 ms [2020-12-14 15:18:21 main:581] : INFO : Epoch 964 | loss: 0.0311031 | val_loss: 0.0311265 | Time: 3609.47 ms [2020-12-14 15:18:25 main:581] : INFO : Epoch 965 | loss: 0.0311024 | val_loss: 0.0311256 | Time: 3564.98 ms [2020-12-14 15:18:29 main:581] : INFO : Epoch 966 | loss: 0.0311019 | val_loss: 0.0311285 | Time: 3726.38 ms [2020-12-14 15:18:32 main:581] : INFO : Epoch 967 | loss: 0.0311022 | val_loss: 0.0311253 | Time: 3718.42 ms [2020-12-14 15:18:36 main:581] : INFO : Epoch 968 | loss: 0.0311014 | val_loss: 0.0311258 | Time: 3723.12 ms [2020-12-14 15:18:40 main:581] : INFO : Epoch 969 | loss: 0.0311006 | val_loss: 0.0311239 | Time: 3714.6 ms [2020-12-14 15:18:44 main:581] : INFO : Epoch 970 | loss: 0.0311032 | val_loss: 0.0311349 | Time: 3717.93 ms [2020-12-14 15:18:47 main:581] : INFO : Epoch 971 | loss: 0.0311082 | val_loss: 0.0311273 | Time: 3705.04 ms [2020-12-14 15:18:51 main:581] : INFO : Epoch 972 | loss: 0.0311015 | val_loss: 0.0311274 | Time: 3687.06 ms [2020-12-14 15:18:55 main:581] : INFO : Epoch 973 | loss: 0.0311007 | val_loss: 0.0311274 | Time: 3718.8 ms [2020-12-14 15:18:58 main:581] : INFO : Epoch 974 | loss: 0.0311005 | val_loss: 0.0311272 | Time: 3690.7 ms [2020-12-14 15:19:02 main:581] : INFO : Epoch 975 | loss: 0.0311046 | val_loss: 0.0311296 | Time: 3711.67 ms [2020-12-14 15:19:06 main:581] : INFO : Epoch 976 | loss: 0.0311046 | val_loss: 0.0311288 | Time: 3724.88 ms [2020-12-14 15:19:09 main:581] : INFO : Epoch 977 | loss: 0.0311055 | val_loss: 0.031128 | Time: 3669.71 ms [2020-12-14 15:19:13 main:581] : INFO : Epoch 978 | loss: 0.0311041 | val_loss: 0.0311281 | Time: 3713.45 ms [2020-12-14 15:19:17 main:581] : INFO : Epoch 979 | loss: 0.0311031 | val_loss: 0.0311249 | Time: 3700.84 ms [2020-12-14 15:19:21 main:581] : INFO : Epoch 980 | loss: 0.0311032 | val_loss: 0.0311252 | Time: 3622.66 ms [2020-12-14 15:19:24 main:581] : INFO : Epoch 981 | loss: 0.0311047 | val_loss: 0.0311309 | Time: 3730.66 ms [2020-12-14 15:19:28 main:581] : INFO : Epoch 982 | loss: 0.0311035 | val_loss: 0.0311297 | Time: 3723.03 ms [2020-12-14 15:19:32 main:581] : INFO : Epoch 983 | loss: 0.031102 | val_loss: 0.0311319 | Time: 3645.54 ms [2020-12-14 15:19:35 main:581] : INFO : Epoch 984 | loss: 0.0311027 | val_loss: 0.0311319 | Time: 3677.49 ms [2020-12-14 15:19:39 main:581] : INFO : Epoch 985 | loss: 0.0311049 | val_loss: 0.031131 | Time: 3684.21 ms [2020-12-14 15:19:43 main:581] : INFO : Epoch 986 | loss: 0.0311035 | val_loss: 0.0311299 | Time: 3709.63 ms [2020-12-14 15:19:46 main:581] : INFO : Epoch 987 | loss: 0.0311044 | val_loss: 0.031135 | Time: 3719.47 ms [2020-12-14 15:19:50 main:581] : INFO : Epoch 988 | loss: 0.0311037 | val_loss: 0.0311288 | Time: 3685.49 ms [2020-12-14 15:19:54 main:581] : INFO : Epoch 989 | loss: 0.0311086 | val_loss: 0.0311318 | Time: 3702.6 ms [2020-12-14 15:19:57 main:581] : INFO : Epoch 990 | loss: 0.0311119 | val_loss: 0.0311321 | Time: 3696.41 ms [2020-12-14 15:20:01 main:581] : INFO : Epoch 991 | loss: 0.0311099 | val_loss: 0.0311345 | Time: 3716.53 ms [2020-12-14 15:20:05 main:581] : INFO : Epoch 992 | loss: 0.031109 | val_loss: 0.0311401 | Time: 3643.79 ms [2020-12-14 15:20:09 main:581] : INFO : Epoch 993 | loss: 0.031107 | val_loss: 0.031136 | Time: 3666.39 ms [2020-12-14 15:20:12 main:581] : INFO : Epoch 994 | loss: 0.0311058 | val_loss: 0.0311332 | Time: 3697.52 ms [2020-12-14 15:20:16 main:581] : INFO : Epoch 995 | loss: 0.0311047 | val_loss: 0.0311327 | Time: 3687.95 ms [2020-12-14 15:20:20 main:581] : INFO : Epoch 996 | loss: 0.031105 | val_loss: 0.0311333 | Time: 3649.26 ms [2020-12-14 15:20:23 main:581] : INFO : Epoch 997 | loss: 0.0311037 | val_loss: 0.0311311 | Time: 3703.33 ms [2020-12-14 15:20:27 main:581] : INFO : Epoch 998 | loss: 0.0311022 | val_loss: 0.0311317 | Time: 3700.38 ms [2020-12-14 15:20:31 main:581] : INFO : Epoch 999 | loss: 0.0311026 | val_loss: 0.0311334 | Time: 3705.71 ms [2020-12-14 15:20:34 main:581] : INFO : Epoch 1000 | loss: 0.0311024 | val_loss: 0.031135 | Time: 3722.3 ms [2020-12-14 15:20:38 main:581] : INFO : Epoch 1001 | loss: 0.0311045 | val_loss: 0.0311332 | Time: 3704.75 ms [2020-12-14 15:20:42 main:581] : INFO : Epoch 1002 | loss: 0.0311078 | val_loss: 0.0311327 | Time: 3711.63 ms [2020-12-14 15:20:45 main:581] : INFO : Epoch 1003 | loss: 0.0311027 | val_loss: 0.0311417 | Time: 3690.69 ms [2020-12-14 15:20:49 main:581] : INFO : Epoch 1004 | loss: 0.031103 | val_loss: 0.0311314 | Time: 3674.46 ms [2020-12-14 15:20:53 main:581] : INFO : Epoch 1005 | loss: 0.0311028 | val_loss: 0.0311344 | Time: 3701.05 ms [2020-12-14 15:20:57 main:581] : INFO : Epoch 1006 | loss: 0.031104 | val_loss: 0.0311317 | Time: 3704.61 ms [2020-12-14 15:21:00 main:581] : INFO : Epoch 1007 | loss: 0.0311014 | val_loss: 0.0311322 | Time: 3722.76 ms [2020-12-14 15:21:04 main:581] : INFO : Epoch 1008 | loss: 0.0311002 | val_loss: 0.0311326 | Time: 3634.8 ms [2020-12-14 15:21:08 main:581] : INFO : Epoch 1009 | loss: 0.0311013 | val_loss: 0.0311312 | Time: 3676.11 ms [2020-12-14 15:21:11 main:581] : INFO : Epoch 1010 | loss: 0.0311018 | val_loss: 0.0311327 | Time: 3747.58 ms [2020-12-14 15:21:15 main:581] : INFO : Epoch 1011 | loss: 0.0311019 | val_loss: 0.0311299 | Time: 3699.97 ms [2020-12-14 15:21:19 main:581] : INFO : Epoch 1012 | loss: 0.0311033 | val_loss: 0.0311407 | Time: 3691.95 ms [2020-12-14 15:21:22 main:581] : INFO : Epoch 1013 | loss: 0.0311047 | val_loss: 0.0311343 | Time: 3681.22 ms [2020-12-14 15:21:26 main:581] : INFO : Epoch 1014 | loss: 0.0311024 | val_loss: 0.0311346 | Time: 3717.92 ms [2020-12-14 15:21:30 main:581] : INFO : Epoch 1015 | loss: 0.0311011 | val_loss: 0.0311351 | Time: 3687.25 ms [2020-12-14 15:21:34 main:581] : INFO : Epoch 1016 | loss: 0.031101 | val_loss: 0.0311362 | Time: 3729.52 ms [2020-12-14 15:21:37 main:581] : INFO : Epoch 1017 | loss: 0.0311045 | val_loss: 0.0311347 | Time: 3719.58 ms [2020-12-14 15:21:41 main:581] : INFO : Epoch 1018 | loss: 0.0311022 | val_loss: 0.0311368 | Time: 3676.66 ms [2020-12-14 15:21:45 main:581] : INFO : Epoch 1019 | loss: 0.0311032 | val_loss: 0.0311361 | Time: 3732.51 ms [2020-12-14 15:21:48 main:581] : INFO : Epoch 1020 | loss: 0.0311027 | val_loss: 0.031135 | Time: 3698 ms [2020-12-14 15:21:52 main:581] : INFO : Epoch 1021 | loss: 0.0311022 | val_loss: 0.0311308 | Time: 3690.34 ms [2020-12-14 15:21:56 main:581] : INFO : Epoch 1022 | loss: 0.0311019 | val_loss: 0.0311357 | Time: 3747.96 ms [2020-12-14 15:22:00 main:581] : INFO : Epoch 1023 | loss: 0.031103 | val_loss: 0.0311347 | Time: 3688.71 ms [2020-12-14 15:22:03 main:581] : INFO : Epoch 1024 | loss: 0.0311004 | val_loss: 0.0311355 | Time: 3685.57 ms [2020-12-14 15:22:03 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311355 [2020-12-14 15:22:03 main:610] : INFO : Saving end state to config to file [2020-12-14 15:22:03 main:615] : INFO : Success, exiting.. 15:22:03 (5610): 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)