Task 3185579
| Name | ParityModified-1606530699-6451-3_1 |
| Workunit | 1476790 |
| Created | 6 Dec 2020, 5:58:28 UTC |
| Sent | 6 Dec 2020, 5:59:14 UTC |
| Report deadline | 13 Dec 2020, 5:59:14 UTC |
| Received | 6 Dec 2020, 7:43:06 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 12399 |
| Run time | 51 min 42 sec |
| CPU time | 51 min 39 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 1,642.29 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.70 GB |
| Peak swap size | 32.64 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.14.2</core_client_version> <![CDATA[ <stderr_txt> 9 main:581] : INFO : Epoch 510 | loss: 0.0311443 | val_loss: 0.0311603 | Time: 3023.83 ms [2020-12-06 07:25:12 main:581] : INFO : Epoch 511 | loss: 0.0311413 | val_loss: 0.0311632 | Time: 3023.43 ms [2020-12-06 07:25:15 main:581] : INFO : Epoch 512 | loss: 0.0311416 | val_loss: 0.0311584 | Time: 3025.14 ms [2020-12-06 07:25:18 main:581] : INFO : Epoch 513 | loss: 0.0311406 | val_loss: 0.0311643 | Time: 3024.17 ms [2020-12-06 07:25:21 main:581] : INFO : Epoch 514 | loss: 0.0311404 | val_loss: 0.0311593 | Time: 3024.32 ms [2020-12-06 07:25:24 main:581] : INFO : Epoch 515 | loss: 0.0311421 | val_loss: 0.0311637 | Time: 3024.7 ms [2020-12-06 07:25:27 main:581] : INFO : Epoch 516 | loss: 0.031146 | val_loss: 0.0311681 | Time: 3024.64 ms [2020-12-06 07:25:30 main:581] : INFO : Epoch 517 | loss: 0.0311538 | val_loss: 0.0311681 | Time: 3023.35 ms [2020-12-06 07:25:33 main:581] : INFO : Epoch 518 | loss: 0.0311508 | val_loss: 0.0311702 | Time: 3025.2 ms [2020-12-06 07:25:36 main:581] : INFO : Epoch 519 | loss: 0.0311463 | val_loss: 0.0311663 | Time: 3023.9 ms [2020-12-06 07:25:39 main:581] : INFO : Epoch 520 | loss: 0.0311434 | val_loss: 0.0311777 | Time: 3025.43 ms [2020-12-06 07:25:42 main:581] : INFO : Epoch 521 | loss: 0.0311461 | val_loss: 0.0311589 | Time: 3023.61 ms [2020-12-06 07:25:45 main:581] : INFO : Epoch 522 | loss: 0.0311383 | val_loss: 0.03116 | Time: 3023.47 ms [2020-12-06 07:25:48 main:581] : INFO : Epoch 523 | loss: 0.0311399 | val_loss: 0.0311592 | Time: 3023.77 ms [2020-12-06 07:25:51 main:581] : INFO : Epoch 524 | loss: 0.0311403 | val_loss: 0.0311619 | Time: 3024.15 ms [2020-12-06 07:25:54 main:581] : INFO : Epoch 525 | loss: 0.0311391 | val_loss: 0.0311588 | Time: 3023.56 ms [2020-12-06 07:25:57 main:581] : INFO : Epoch 526 | loss: 0.0311378 | val_loss: 0.0311655 | Time: 3025.14 ms [2020-12-06 07:26:00 main:581] : INFO : Epoch 527 | loss: 0.0311398 | val_loss: 0.0311608 | Time: 3024.39 ms [2020-12-06 07:26:03 main:581] : INFO : Epoch 528 | loss: 0.0311403 | val_loss: 0.0311608 | Time: 3024.83 ms [2020-12-06 07:26:06 main:581] : INFO : Epoch 529 | loss: 0.0311411 | val_loss: 0.0311618 | Time: 3024.68 ms [2020-12-06 07:26:09 main:581] : INFO : Epoch 530 | loss: 0.0311401 | val_loss: 0.03116 | Time: 3023.73 ms [2020-12-06 07:26:13 main:581] : INFO : Epoch 531 | loss: 0.0311367 | val_loss: 0.0311592 | Time: 3024.11 ms [2020-12-06 07:26:16 main:581] : INFO : Epoch 532 | loss: 0.0311384 | val_loss: 0.0311589 | Time: 3023.96 ms [2020-12-06 07:26:19 main:581] : INFO : Epoch 533 | loss: 0.0311508 | val_loss: 0.0311683 | Time: 3024.59 ms [2020-12-06 07:26:22 main:581] : INFO : Epoch 534 | loss: 0.031152 | val_loss: 0.0312035 | Time: 3024.12 ms [2020-12-06 07:26:25 main:581] : INFO : Epoch 535 | loss: 0.0311892 | val_loss: 0.031189 | Time: 3025.37 ms [2020-12-06 07:26:28 main:581] : INFO : Epoch 536 | loss: 0.0311478 | val_loss: 0.0311678 | Time: 3023.17 ms [2020-12-06 07:26:31 main:581] : INFO : Epoch 537 | loss: 0.0311372 | val_loss: 0.0311605 | Time: 3025.72 ms [2020-12-06 07:26:34 main:581] : INFO : Epoch 538 | loss: 0.0311359 | val_loss: 0.0311646 | Time: 3025.8 ms [2020-12-06 07:26:37 main:581] : INFO : Epoch 539 | loss: 0.031136 | val_loss: 0.0311632 | Time: 3024 ms [2020-12-06 07:26:40 main:581] : INFO : Epoch 540 | loss: 0.0311332 | val_loss: 0.0311617 | Time: 3023.08 ms [2020-12-06 07:26:43 main:581] : INFO : Epoch 541 | loss: 0.0311356 | val_loss: 0.0311617 | Time: 3025.1 ms [2020-12-06 07:26:46 main:581] : INFO : Epoch 542 | loss: 0.031133 | val_loss: 0.0311614 | Time: 3025.13 ms [2020-12-06 07:26:49 main:581] : INFO : Epoch 543 | loss: 0.0311351 | val_loss: 0.0311577 | Time: 3023.58 ms [2020-12-06 07:26:52 main:581] : INFO : Epoch 544 | loss: 0.0311383 | val_loss: 0.0311651 | Time: 3023.9 ms [2020-12-06 07:26:55 main:581] : INFO : Epoch 545 | loss: 0.0311369 | val_loss: 0.0311654 | Time: 3024.42 ms [2020-12-06 07:26:58 main:581] : INFO : Epoch 546 | loss: 0.0311347 | val_loss: 0.0311616 | Time: 3023.33 ms [2020-12-06 07:27:01 main:581] : INFO : Epoch 547 | loss: 0.0311333 | val_loss: 0.0311626 | Time: 3023.78 ms [2020-12-06 07:27:04 main:581] : INFO : Epoch 548 | loss: 0.0311313 | val_loss: 0.0311606 | Time: 3025.44 ms [2020-12-06 07:27:07 main:581] : INFO : Epoch 549 | loss: 0.0311308 | val_loss: 0.0311606 | Time: 3023.95 ms [2020-12-06 07:27:10 main:581] : INFO : Epoch 550 | loss: 0.0311297 | val_loss: 0.0311593 | Time: 3023.67 ms [2020-12-06 07:27:13 main:581] : INFO : Epoch 551 | loss: 0.0311306 | val_loss: 0.0311633 | Time: 3024.52 ms [2020-12-06 07:27:16 main:581] : INFO : Epoch 552 | loss: 0.0311304 | val_loss: 0.0311597 | Time: 3024.27 ms [2020-12-06 07:27:19 main:581] : INFO : Epoch 553 | loss: 0.0311314 | val_loss: 0.0311597 | Time: 3025.45 ms [2020-12-06 07:27:22 main:581] : INFO : Epoch 554 | loss: 0.03113 | val_loss: 0.0311612 | Time: 3023.73 ms [2020-12-06 07:27:25 main:581] : INFO : Epoch 555 | loss: 0.031131 | val_loss: 0.0311606 | Time: 3024.83 ms [2020-12-06 07:27:28 main:581] : INFO : Epoch 556 | loss: 0.0311317 | val_loss: 0.0311622 | Time: 3024.34 ms [2020-12-06 07:27:31 main:581] : INFO : Epoch 557 | loss: 0.0311298 | val_loss: 0.0311604 | Time: 3023.95 ms [2020-12-06 07:27:34 main:581] : INFO : Epoch 558 | loss: 0.031132 | val_loss: 0.0311612 | Time: 3025.52 ms [2020-12-06 07:27:37 main:581] : INFO : Epoch 559 | loss: 0.0311327 | val_loss: 0.0311651 | Time: 3025.39 ms [2020-12-06 07:27:40 main:581] : INFO : Epoch 560 | loss: 0.0311319 | val_loss: 0.0311579 | Time: 3024.96 ms [2020-12-06 07:27:43 main:581] : INFO : Epoch 561 | loss: 0.0311319 | val_loss: 0.0311623 | Time: 3024.29 ms [2020-12-06 07:27:46 main:581] : INFO : Epoch 562 | loss: 0.0311346 | val_loss: 0.0311745 | Time: 3024.49 ms [2020-12-06 07:27:49 main:581] : INFO : Epoch 563 | loss: 0.0311366 | val_loss: 0.0311662 | Time: 3025.32 ms [2020-12-06 07:27:52 main:581] : INFO : Epoch 564 | loss: 0.0311317 | val_loss: 0.0311602 | Time: 3024.31 ms [2020-12-06 07:27:55 main:581] : INFO : Epoch 565 | loss: 0.0311314 | val_loss: 0.0311592 | Time: 3023.7 ms [2020-12-06 07:27:58 main:581] : INFO : Epoch 566 | loss: 0.0311307 | val_loss: 0.0311618 | Time: 3025.72 ms [2020-12-06 07:28:01 main:581] : INFO : Epoch 567 | loss: 0.0311314 | val_loss: 0.031163 | Time: 3024.48 ms [2020-12-06 07:28:04 main:581] : INFO : Epoch 568 | loss: 0.0311345 | val_loss: 0.0311603 | Time: 3024.49 ms [2020-12-06 07:28:07 main:581] : INFO : Epoch 569 | loss: 0.0311343 | val_loss: 0.0311696 | Time: 3025.48 ms [2020-12-06 07:28:10 main:581] : INFO : Epoch 570 | loss: 0.0311366 | val_loss: 0.0311596 | Time: 3025.47 ms [2020-12-06 07:28:14 main:581] : INFO : Epoch 571 | loss: 0.0311446 | val_loss: 0.0311626 | Time: 3024.78 ms [2020-12-06 07:28:17 main:581] : INFO : Epoch 572 | loss: 0.0311349 | val_loss: 0.0311598 | Time: 3023.01 ms [2020-12-06 07:28:20 main:581] : INFO : Epoch 573 | loss: 0.0311326 | val_loss: 0.0311597 | Time: 3024.61 ms [2020-12-06 07:28:23 main:581] : INFO : Epoch 574 | loss: 0.0311318 | val_loss: 0.0311593 | Time: 3024.36 ms [2020-12-06 07:28:26 main:581] : INFO : Epoch 575 | loss: 0.0311319 | val_loss: 0.0311556 | Time: 3024.98 ms [2020-12-06 07:28:29 main:581] : INFO : Epoch 576 | loss: 0.0311358 | val_loss: 0.0311629 | Time: 3025.04 ms [2020-12-06 07:28:32 main:581] : INFO : Epoch 577 | loss: 0.0311423 | val_loss: 0.0311683 | Time: 3024.54 ms [2020-12-06 07:28:35 main:581] : INFO : Epoch 578 | loss: 0.0311372 | val_loss: 0.0311599 | Time: 3024.61 ms [2020-12-06 07:28:38 main:581] : INFO : Epoch 579 | loss: 0.0311325 | val_loss: 0.0311574 | Time: 3024.51 ms [2020-12-06 07:28:41 main:581] : INFO : Epoch 580 | loss: 0.0311327 | val_loss: 0.0311612 | Time: 3024.93 ms [2020-12-06 07:28:44 main:581] : INFO : Epoch 581 | loss: 0.0311325 | val_loss: 0.0311618 | Time: 3023.29 ms [2020-12-06 07:28:47 main:581] : INFO : Epoch 582 | loss: 0.0311348 | val_loss: 0.0311609 | Time: 3023.69 ms [2020-12-06 07:28:50 main:581] : INFO : Epoch 583 | loss: 0.031139 | val_loss: 0.0311595 | Time: 3024.68 ms [2020-12-06 07:28:53 main:581] : INFO : Epoch 584 | loss: 0.0311356 | val_loss: 0.031158 | Time: 3024.93 ms [2020-12-06 07:28:56 main:581] : INFO : Epoch 585 | loss: 0.031138 | val_loss: 0.0311616 | Time: 3024.67 ms [2020-12-06 07:28:59 main:581] : INFO : Epoch 586 | loss: 0.0311352 | val_loss: 0.03116 | Time: 3024.16 ms [2020-12-06 07:29:02 main:581] : INFO : Epoch 587 | loss: 0.0311343 | val_loss: 0.0311631 | Time: 3024.88 ms [2020-12-06 07:29:05 main:581] : INFO : Epoch 588 | loss: 0.0311347 | val_loss: 0.03116 | Time: 3023.53 ms [2020-12-06 07:29:08 main:581] : INFO : Epoch 589 | loss: 0.0311329 | val_loss: 0.031158 | Time: 3024.53 ms [2020-12-06 07:29:11 main:581] : INFO : Epoch 590 | loss: 0.0311322 | val_loss: 0.0311597 | Time: 3024.72 ms [2020-12-06 07:29:14 main:581] : INFO : Epoch 591 | loss: 0.0311312 | val_loss: 0.0311624 | Time: 3024.08 ms [2020-12-06 07:29:17 main:581] : INFO : Epoch 592 | loss: 0.0311352 | val_loss: 0.0311735 | Time: 3024.11 ms [2020-12-06 07:29:20 main:581] : INFO : Epoch 593 | loss: 0.0311352 | val_loss: 0.0311637 | Time: 3024.51 ms [2020-12-06 07:29:23 main:581] : INFO : Epoch 594 | loss: 0.0311332 | val_loss: 0.0311593 | Time: 3023.56 ms [2020-12-06 07:29:26 main:581] : INFO : Epoch 595 | loss: 0.0311364 | val_loss: 0.0311594 | Time: 3024.4 ms [2020-12-06 07:29:29 main:581] : INFO : Epoch 596 | loss: 0.0311348 | val_loss: 0.0311589 | Time: 3024.22 ms [2020-12-06 07:29:32 main:581] : INFO : Epoch 597 | loss: 0.0311324 | val_loss: 0.0311575 | Time: 3024.79 ms [2020-12-06 07:29:35 main:581] : INFO : Epoch 598 | loss: 0.031133 | val_loss: 0.0311589 | Time: 3024.41 ms [2020-12-06 07:29:38 main:581] : INFO : Epoch 599 | loss: 0.0311414 | val_loss: 0.0311631 | Time: 3023.97 ms [2020-12-06 07:29:41 main:581] : INFO : Epoch 600 | loss: 0.0311348 | val_loss: 0.0311583 | Time: 3023.16 ms [2020-12-06 07:29:44 main:581] : INFO : Epoch 601 | loss: 0.0311326 | val_loss: 0.0311634 | Time: 3023.7 ms [2020-12-06 07:29:47 main:581] : INFO : Epoch 602 | loss: 0.031132 | val_loss: 0.0311598 | Time: 3024.94 ms [2020-12-06 07:29:50 main:581] : INFO : Epoch 603 | loss: 0.0311311 | val_loss: 0.0311586 | Time: 3024.72 ms [2020-12-06 07:29:53 main:581] : INFO : Epoch 604 | loss: 0.031132 | val_loss: 0.0311585 | Time: 3024.18 ms [2020-12-06 07:29:56 main:581] : INFO : Epoch 605 | loss: 0.0311315 | val_loss: 0.0311607 | Time: 3024.16 ms [2020-12-06 07:29:59 main:581] : INFO : Epoch 606 | loss: 0.0311306 | val_loss: 0.0311591 | Time: 3024.21 ms [2020-12-06 07:30:02 main:581] : INFO : Epoch 607 | loss: 0.031132 | val_loss: 0.0311601 | Time: 3024.21 ms [2020-12-06 07:30:05 main:581] : INFO : Epoch 608 | loss: 0.0311301 | val_loss: 0.0311628 | Time: 3023.99 ms [2020-12-06 07:30:08 main:581] : INFO : Epoch 609 | loss: 0.0311317 | val_loss: 0.0311623 | Time: 3023.76 ms [2020-12-06 07:30:11 main:581] : INFO : Epoch 610 | loss: 0.0311287 | val_loss: 0.0311607 | Time: 3023.44 ms [2020-12-06 07:30:14 main:581] : INFO : Epoch 611 | loss: 0.0311294 | val_loss: 0.0311592 | Time: 3024.75 ms [2020-12-06 07:30:18 main:581] : INFO : Epoch 612 | loss: 0.0311282 | val_loss: 0.0311584 | Time: 3023.55 ms [2020-12-06 07:30:21 main:581] : INFO : Epoch 613 | loss: 0.0311292 | val_loss: 0.0311624 | Time: 3024.16 ms [2020-12-06 07:30:24 main:581] : INFO : Epoch 614 | loss: 0.0311336 | val_loss: 0.0311599 | Time: 3024.62 ms [2020-12-06 07:30:27 main:581] : INFO : Epoch 615 | loss: 0.0311391 | val_loss: 0.0311656 | Time: 3023.41 ms [2020-12-06 07:30:30 main:581] : INFO : Epoch 616 | loss: 0.0311324 | val_loss: 0.0311613 | Time: 3023.54 ms [2020-12-06 07:30:33 main:581] : INFO : Epoch 617 | loss: 0.0311316 | val_loss: 0.0311602 | Time: 3023.51 ms [2020-12-06 07:30:36 main:581] : INFO : Epoch 618 | loss: 0.0311292 | val_loss: 0.0311641 | Time: 3023.89 ms [2020-12-06 07:30:39 main:581] : INFO : Epoch 619 | loss: 0.0311328 | val_loss: 0.0311653 | Time: 3024.21 ms [2020-12-06 07:30:42 main:581] : INFO : Epoch 620 | loss: 0.0311314 | val_loss: 0.0311582 | Time: 3024.43 ms [2020-12-06 07:30:45 main:581] : INFO : Epoch 621 | loss: 0.0311343 | val_loss: 0.0311582 | Time: 3022.76 ms [2020-12-06 07:30:48 main:581] : INFO : Epoch 622 | loss: 0.0311279 | val_loss: 0.0311597 | Time: 3023.58 ms [2020-12-06 07:30:51 main:581] : INFO : Epoch 623 | loss: 0.0311274 | val_loss: 0.0311621 | Time: 3025.44 ms [2020-12-06 07:30:54 main:581] : INFO : Epoch 624 | loss: 0.0311274 | val_loss: 0.0311633 | Time: 3024.17 ms [2020-12-06 07:30:57 main:581] : INFO : Epoch 625 | loss: 0.031128 | val_loss: 0.0311604 | Time: 3024.56 ms [2020-12-06 07:31:00 main:581] : INFO : Epoch 626 | loss: 0.0311285 | val_loss: 0.0311629 | Time: 3024.92 ms [2020-12-06 07:31:03 main:581] : INFO : Epoch 627 | loss: 0.0311279 | val_loss: 0.0311573 | Time: 3025.96 ms [2020-12-06 07:31:06 main:581] : INFO : Epoch 628 | loss: 0.031131 | val_loss: 0.0311632 | Time: 3024.09 ms [2020-12-06 07:31:09 main:581] : INFO : Epoch 629 | loss: 0.0311334 | val_loss: 0.0311645 | Time: 3024.9 ms [2020-12-06 07:31:12 main:581] : INFO : Epoch 630 | loss: 0.0311306 | val_loss: 0.0311594 | Time: 3024.13 ms [2020-12-06 07:31:15 main:581] : INFO : Epoch 631 | loss: 0.0311302 | val_loss: 0.0311692 | Time: 3023.86 ms [2020-12-06 07:31:18 main:581] : INFO : Epoch 632 | loss: 0.0311345 | val_loss: 0.03116 | Time: 3025.15 ms [2020-12-06 07:31:21 main:581] : INFO : Epoch 633 | loss: 0.0311269 | val_loss: 0.0311563 | Time: 3024.03 ms [2020-12-06 07:31:24 main:581] : INFO : Epoch 634 | loss: 0.0311261 | val_loss: 0.0311633 | Time: 3024.45 ms [2020-12-06 07:31:27 main:581] : INFO : Epoch 635 | loss: 0.0311271 | val_loss: 0.0311626 | Time: 3024.08 ms [2020-12-06 07:31:30 main:581] : INFO : Epoch 636 | loss: 0.0311446 | val_loss: 0.0311649 | Time: 3024.43 ms [2020-12-06 07:31:33 main:581] : INFO : Epoch 637 | loss: 0.0311488 | val_loss: 0.0311638 | Time: 3024.14 ms [2020-12-06 07:31:36 main:581] : INFO : Epoch 638 | loss: 0.0311485 | val_loss: 0.0311635 | Time: 3025.53 ms [2020-12-06 07:31:39 main:581] : INFO : Epoch 639 | loss: 0.0311435 | val_loss: 0.0311586 | Time: 3025.04 ms [2020-12-06 07:31:42 main:581] : INFO : Epoch 640 | loss: 0.0311439 | val_loss: 0.0311584 | Time: 3024.45 ms [2020-12-06 07:31:45 main:581] : INFO : Epoch 641 | loss: 0.0311419 | val_loss: 0.0311615 | Time: 3025.63 ms [2020-12-06 07:31:48 main:581] : INFO : Epoch 642 | loss: 0.0311417 | val_loss: 0.0311644 | Time: 3024.26 ms [2020-12-06 07:31:51 main:581] : INFO : Epoch 643 | loss: 0.0311445 | val_loss: 0.0311726 | Time: 3024.75 ms [2020-12-06 07:31:54 main:581] : INFO : Epoch 644 | loss: 0.0311589 | val_loss: 0.0311651 | Time: 3023.42 ms [2020-12-06 07:31:57 main:581] : INFO : Epoch 645 | loss: 0.0311528 | val_loss: 0.0311664 | Time: 3024.83 ms [2020-12-06 07:32:00 main:581] : INFO : Epoch 646 | loss: 0.0311475 | val_loss: 0.031159 | Time: 3026.03 ms [2020-12-06 07:32:03 main:581] : INFO : Epoch 647 | loss: 0.0311429 | val_loss: 0.03116 | Time: 3025.03 ms [2020-12-06 07:32:06 main:581] : INFO : Epoch 648 | loss: 0.0311404 | val_loss: 0.0311593 | Time: 3023.52 ms [2020-12-06 07:32:09 main:581] : INFO : Epoch 649 | loss: 0.0311393 | val_loss: 0.031159 | Time: 3023.64 ms [2020-12-06 07:32:12 main:581] : INFO : Epoch 650 | loss: 0.0311372 | val_loss: 0.0311593 | Time: 3024.13 ms [2020-12-06 07:32:15 main:581] : INFO : Epoch 651 | loss: 0.0311368 | val_loss: 0.0311592 | Time: 3024.65 ms [2020-12-06 07:32:19 main:581] : INFO : Epoch 652 | loss: 0.0311408 | val_loss: 0.0311648 | Time: 3024.11 ms [2020-12-06 07:32:22 main:581] : INFO : Epoch 653 | loss: 0.0311398 | val_loss: 0.0311628 | Time: 3023.99 ms [2020-12-06 07:32:25 main:581] : INFO : Epoch 654 | loss: 0.0311378 | val_loss: 0.0311592 | Time: 3023.92 ms [2020-12-06 07:32:28 main:581] : INFO : Epoch 655 | loss: 0.0311384 | val_loss: 0.0311629 | Time: 3023.61 ms [2020-12-06 07:32:31 main:581] : INFO : Epoch 656 | loss: 0.031138 | val_loss: 0.0311595 | Time: 3024.15 ms [2020-12-06 07:32:34 main:581] : INFO : Epoch 657 | loss: 0.0311367 | val_loss: 0.0311625 | Time: 3025.43 ms [2020-12-06 07:32:37 main:581] : INFO : Epoch 658 | loss: 0.0311344 | val_loss: 0.0311613 | Time: 3022.92 ms [2020-12-06 07:32:40 main:581] : INFO : Epoch 659 | loss: 0.0311349 | val_loss: 0.0311651 | Time: 3025.77 ms [2020-12-06 07:32:43 main:581] : INFO : Epoch 660 | loss: 0.0311349 | val_loss: 0.03116 | Time: 3024.21 ms [2020-12-06 07:32:46 main:581] : INFO : Epoch 661 | loss: 0.0311346 | val_loss: 0.0311639 | Time: 3023.93 ms [2020-12-06 07:32:49 main:581] : INFO : Epoch 662 | loss: 0.0311342 | val_loss: 0.0311602 | Time: 3023.94 ms [2020-12-06 07:32:52 main:581] : INFO : Epoch 663 | loss: 0.0311373 | val_loss: 0.0311699 | Time: 3025.02 ms [2020-12-06 07:32:55 main:581] : INFO : Epoch 664 | loss: 0.0311363 | val_loss: 0.0311677 | Time: 3024.4 ms [2020-12-06 07:32:58 main:581] : INFO : Epoch 665 | loss: 0.0311332 | val_loss: 0.0311613 | Time: 3025.33 ms [2020-12-06 07:33:01 main:581] : INFO : Epoch 666 | loss: 0.0311307 | val_loss: 0.0311583 | Time: 3024.84 ms [2020-12-06 07:33:04 main:581] : INFO : Epoch 667 | loss: 0.0311298 | val_loss: 0.0311624 | Time: 3025.31 ms [2020-12-06 07:33:07 main:581] : INFO : Epoch 668 | loss: 0.0311304 | val_loss: 0.0311639 | Time: 3024.76 ms [2020-12-06 07:33:10 main:581] : INFO : Epoch 669 | loss: 0.0311302 | val_loss: 0.0311586 | Time: 3024.84 ms [2020-12-06 07:33:13 main:581] : INFO : Epoch 670 | loss: 0.0311327 | val_loss: 0.0311634 | Time: 3024.39 ms [2020-12-06 07:33:16 main:581] : INFO : Epoch 671 | loss: 0.0311325 | val_loss: 0.0311571 | Time: 3025.45 ms [2020-12-06 07:33:19 main:581] : INFO : Epoch 672 | loss: 0.0311293 | val_loss: 0.0311612 | Time: 3024.12 ms [2020-12-06 07:33:22 main:581] : INFO : Epoch 673 | loss: 0.0311287 | val_loss: 0.0311666 | Time: 3024.68 ms [2020-12-06 07:33:25 main:581] : INFO : Epoch 674 | loss: 0.0311312 | val_loss: 0.0311595 | Time: 3024.32 ms [2020-12-06 07:33:28 main:581] : INFO : Epoch 675 | loss: 0.0311304 | val_loss: 0.0311589 | Time: 3023.11 ms [2020-12-06 07:33:31 main:581] : INFO : Epoch 676 | loss: 0.0311326 | val_loss: 0.0311575 | Time: 3024.29 ms [2020-12-06 07:33:34 main:581] : INFO : Epoch 677 | loss: 0.0311347 | val_loss: 0.0311677 | Time: 3023.93 ms [2020-12-06 07:33:37 main:581] : INFO : Epoch 678 | loss: 0.0311348 | val_loss: 0.0311624 | Time: 3025.5 ms [2020-12-06 07:33:40 main:581] : INFO : Epoch 679 | loss: 0.0311365 | val_loss: 0.0311667 | Time: 3025.02 ms [2020-12-06 07:33:43 main:581] : INFO : Epoch 680 | loss: 0.0311338 | val_loss: 0.0311584 | Time: 3024.74 ms [2020-12-06 07:33:46 main:581] : INFO : Epoch 681 | loss: 0.0311347 | val_loss: 0.0311611 | Time: 3024.69 ms [2020-12-06 07:33:49 main:581] : INFO : Epoch 682 | loss: 0.0311326 | val_loss: 0.0311567 | Time: 3023.87 ms [2020-12-06 07:33:52 main:581] : INFO : Epoch 683 | loss: 0.0311334 | val_loss: 0.0311597 | Time: 3024.05 ms [2020-12-06 07:33:55 main:581] : INFO : Epoch 684 | loss: 0.0311306 | val_loss: 0.0311616 | Time: 3024.62 ms [2020-12-06 07:33:58 main:581] : INFO : Epoch 685 | loss: 0.0311312 | val_loss: 0.0311641 | Time: 3024.9 ms [2020-12-06 07:34:01 main:581] : INFO : Epoch 686 | loss: 0.0311335 | val_loss: 0.0311604 | Time: 3025.81 ms [2020-12-06 07:34:04 main:581] : INFO : Epoch 687 | loss: 0.0311316 | val_loss: 0.0311625 | Time: 3024.38 ms [2020-12-06 07:34:07 main:581] : INFO : Epoch 688 | loss: 0.0311314 | val_loss: 0.0311641 | Time: 3024.08 ms [2020-12-06 07:34:10 main:581] : INFO : Epoch 689 | loss: 0.0311339 | val_loss: 0.0311584 | Time: 3024.58 ms [2020-12-06 07:34:13 main:581] : INFO : Epoch 690 | loss: 0.0311293 | val_loss: 0.031161 | Time: 3025.35 ms [2020-12-06 07:34:16 main:581] : INFO : Epoch 691 | loss: 0.0311305 | val_loss: 0.0311608 | Time: 3023.94 ms [2020-12-06 07:34:19 main:581] : INFO : Epoch 692 | loss: 0.0311308 | val_loss: 0.0311595 | Time: 3024.51 ms [2020-12-06 07:34:23 main:581] : INFO : Epoch 693 | loss: 0.0311329 | val_loss: 0.031162 | Time: 3022.86 ms [2020-12-06 07:34:26 main:581] : INFO : Epoch 694 | loss: 0.0311341 | val_loss: 0.0311623 | Time: 3023.84 ms [2020-12-06 07:34:29 main:581] : INFO : Epoch 695 | loss: 0.0311359 | val_loss: 0.0311648 | Time: 3024.88 ms [2020-12-06 07:34:32 main:581] : INFO : Epoch 696 | loss: 0.031134 | val_loss: 0.0311588 | Time: 3023.75 ms [2020-12-06 07:34:35 main:581] : INFO : Epoch 697 | loss: 0.0311334 | val_loss: 0.0311561 | Time: 3025.26 ms [2020-12-06 07:34:38 main:581] : INFO : Epoch 698 | loss: 0.0311307 | val_loss: 0.0311596 | Time: 3024.35 ms [2020-12-06 07:34:41 main:581] : INFO : Epoch 699 | loss: 0.0311306 | val_loss: 0.0311639 | Time: 3023.85 ms [2020-12-06 07:34:44 main:581] : INFO : Epoch 700 | loss: 0.0311292 | val_loss: 0.031161 | Time: 3024.19 ms [2020-12-06 07:34:47 main:581] : INFO : Epoch 701 | loss: 0.0311328 | val_loss: 0.0311586 | Time: 3024.17 ms [2020-12-06 07:34:50 main:581] : INFO : Epoch 702 | loss: 0.0311283 | val_loss: 0.0311606 | Time: 3025.71 ms [2020-12-06 07:34:53 main:581] : INFO : Epoch 703 | loss: 0.031129 | val_loss: 0.0311646 | Time: 3024.79 ms [2020-12-06 07:34:56 main:581] : INFO : Epoch 704 | loss: 0.031132 | val_loss: 0.03116 | Time: 3024.48 ms [2020-12-06 07:34:59 main:581] : INFO : Epoch 705 | loss: 0.031133 | val_loss: 0.0311657 | Time: 3024.31 ms [2020-12-06 07:35:02 main:581] : INFO : Epoch 706 | loss: 0.0311442 | val_loss: 0.031168 | Time: 3024.48 ms [2020-12-06 07:35:05 main:581] : INFO : Epoch 707 | loss: 0.0311388 | val_loss: 0.0311585 | Time: 3024.37 ms [2020-12-06 07:35:08 main:581] : INFO : Epoch 708 | loss: 0.0311333 | val_loss: 0.0311638 | Time: 3023.43 ms [2020-12-06 07:35:11 main:581] : INFO : Epoch 709 | loss: 0.0311334 | val_loss: 0.031165 | Time: 3024.12 ms [2020-12-06 07:35:14 main:581] : INFO : Epoch 710 | loss: 0.0311369 | val_loss: 0.03116 | Time: 3025.4 ms [2020-12-06 07:35:17 main:581] : INFO : Epoch 711 | loss: 0.0311416 | val_loss: 0.0311621 | Time: 3024.75 ms [2020-12-06 07:35:20 main:581] : INFO : Epoch 712 | loss: 0.0311371 | val_loss: 0.0311594 | Time: 3023.35 ms [2020-12-06 07:35:23 main:581] : INFO : Epoch 713 | loss: 0.0311374 | val_loss: 0.0311707 | Time: 3025.44 ms [2020-12-06 07:35:26 main:581] : INFO : Epoch 714 | loss: 0.0311372 | val_loss: 0.0311583 | Time: 3024.03 ms [2020-12-06 07:35:29 main:581] : INFO : Epoch 715 | loss: 0.0311357 | val_loss: 0.0311599 | Time: 3024.78 ms [2020-12-06 07:35:32 main:581] : INFO : Epoch 716 | loss: 0.0311344 | val_loss: 0.0311585 | Time: 3025.72 ms [2020-12-06 07:35:35 main:581] : INFO : Epoch 717 | loss: 0.0311361 | val_loss: 0.0311601 | Time: 3023.71 ms [2020-12-06 07:35:38 main:581] : INFO : Epoch 718 | loss: 0.0311392 | val_loss: 0.0311595 | Time: 3025.07 ms [2020-12-06 07:35:41 main:581] : INFO : Epoch 719 | loss: 0.0311372 | val_loss: 0.0311711 | Time: 3025.12 ms [2020-12-06 07:35:44 main:581] : INFO : Epoch 720 | loss: 0.0311382 | val_loss: 0.0311699 | Time: 3024.4 ms [2020-12-06 07:35:47 main:581] : INFO : Epoch 721 | loss: 0.0311374 | val_loss: 0.0311595 | Time: 3024.01 ms [2020-12-06 07:35:50 main:581] : INFO : Epoch 722 | loss: 0.0311348 | val_loss: 0.0311638 | Time: 3024.68 ms [2020-12-06 07:35:53 main:581] : INFO : Epoch 723 | loss: 0.0311342 | val_loss: 0.0311559 | Time: 3025.01 ms [2020-12-06 07:35:56 main:581] : INFO : Epoch 724 | loss: 0.0311334 | val_loss: 0.0311596 | Time: 3024.6 ms [2020-12-06 07:35:59 main:581] : INFO : Epoch 725 | loss: 0.031131 | val_loss: 0.0311575 | Time: 3025.06 ms [2020-12-06 07:36:02 main:581] : INFO : Epoch 726 | loss: 0.0311306 | val_loss: 0.0311591 | Time: 3024.58 ms [2020-12-06 07:36:05 main:581] : INFO : Epoch 727 | loss: 0.03113 | val_loss: 0.0311611 | Time: 3023.83 ms [2020-12-06 07:36:08 main:581] : INFO : Epoch 728 | loss: 0.0311305 | val_loss: 0.0311598 | Time: 3023.84 ms [2020-12-06 07:36:11 main:581] : INFO : Epoch 729 | loss: 0.0311334 | val_loss: 0.0311624 | Time: 3024.91 ms [2020-12-06 07:36:14 main:581] : INFO : Epoch 730 | loss: 0.0311352 | val_loss: 0.0311595 | Time: 3025.66 ms [2020-12-06 07:36:17 main:581] : INFO : Epoch 731 | loss: 0.0311326 | val_loss: 0.0311563 | Time: 3024.51 ms [2020-12-06 07:36:20 main:581] : INFO : Epoch 732 | loss: 0.0311307 | val_loss: 0.0311639 | Time: 3025.85 ms [2020-12-06 07:36:24 main:581] : INFO : Epoch 733 | loss: 0.0311306 | val_loss: 0.0311564 | Time: 3023.37 ms [2020-12-06 07:36:27 main:581] : INFO : Epoch 734 | loss: 0.031129 | val_loss: 0.0311584 | Time: 3023.99 ms [2020-12-06 07:36:30 main:581] : INFO : Epoch 735 | loss: 0.0311309 | val_loss: 0.0311562 | Time: 3023.78 ms [2020-12-06 07:36:33 main:581] : INFO : Epoch 736 | loss: 0.0311322 | val_loss: 0.031159 | Time: 3024.66 ms [2020-12-06 07:36:36 main:581] : INFO : Epoch 737 | loss: 0.031133 | val_loss: 0.0311583 | Time: 3023.9 ms [2020-12-06 07:36:39 main:581] : INFO : Epoch 738 | loss: 0.0311318 | val_loss: 0.0311622 | Time: 3023.5 ms [2020-12-06 07:36:42 main:581] : INFO : Epoch 739 | loss: 0.0311323 | val_loss: 0.0311593 | Time: 3023.96 ms [2020-12-06 07:36:45 main:581] : INFO : Epoch 740 | loss: 0.0311295 | val_loss: 0.0311595 | Time: 3024.93 ms [2020-12-06 07:36:48 main:581] : INFO : Epoch 741 | loss: 0.0311299 | val_loss: 0.0311602 | Time: 3023.29 ms [2020-12-06 07:36:51 main:581] : INFO : Epoch 742 | loss: 0.0311302 | val_loss: 0.031158 | Time: 3024.46 ms [2020-12-06 07:36:54 main:581] : INFO : Epoch 743 | loss: 0.0311314 | val_loss: 0.0311604 | Time: 3025.38 ms [2020-12-06 07:36:57 main:581] : INFO : Epoch 744 | loss: 0.0311289 | val_loss: 0.0311577 | Time: 3024.88 ms [2020-12-06 07:37:00 main:581] : INFO : Epoch 745 | loss: 0.0311288 | val_loss: 0.0311567 | Time: 3024.39 ms [2020-12-06 07:37:03 main:581] : INFO : Epoch 746 | loss: 0.0311312 | val_loss: 0.0311672 | Time: 3024.98 ms [2020-12-06 07:37:06 main:581] : INFO : Epoch 747 | loss: 0.0311393 | val_loss: 0.031159 | Time: 3024.04 ms [2020-12-06 07:37:09 main:581] : INFO : Epoch 748 | loss: 0.0311391 | val_loss: 0.0311632 | Time: 3024.69 ms [2020-12-06 07:37:12 main:581] : INFO : Epoch 749 | loss: 0.0311349 | val_loss: 0.031162 | Time: 3023.71 ms [2020-12-06 07:37:15 main:581] : INFO : Epoch 750 | loss: 0.0311365 | val_loss: 0.0311694 | Time: 3024.95 ms [2020-12-06 07:37:18 main:581] : INFO : Epoch 751 | loss: 0.0311352 | val_loss: 0.0311561 | Time: 3024.98 ms [2020-12-06 07:37:21 main:581] : INFO : Epoch 752 | loss: 0.0311313 | val_loss: 0.0311584 | Time: 3024.37 ms [2020-12-06 07:37:24 main:581] : INFO : Epoch 753 | loss: 0.0311313 | val_loss: 0.0311569 | Time: 3024.48 ms [2020-12-06 07:37:27 main:581] : INFO : Epoch 754 | loss: 0.0311453 | val_loss: 0.0311639 | Time: 3025.11 ms [2020-12-06 07:37:30 main:581] : INFO : Epoch 755 | loss: 0.0311411 | val_loss: 0.031159 | Time: 3025.89 ms [2020-12-06 07:37:33 main:581] : INFO : Epoch 756 | loss: 0.0311353 | val_loss: 0.0311584 | Time: 3024.06 ms [2020-12-06 07:37:36 main:581] : INFO : Epoch 757 | loss: 0.0311323 | val_loss: 0.0311657 | Time: 3026.24 ms [2020-12-06 07:37:39 main:581] : INFO : Epoch 758 | loss: 0.0311328 | val_loss: 0.0311574 | Time: 3023.77 ms [2020-12-06 07:37:42 main:581] : INFO : Epoch 759 | loss: 0.0311297 | val_loss: 0.0311586 | Time: 3024.67 ms [2020-12-06 07:37:45 main:581] : INFO : Epoch 760 | loss: 0.0311316 | val_loss: 0.0311576 | Time: 3024.32 ms [2020-12-06 07:37:48 main:581] : INFO : Epoch 761 | loss: 0.031133 | val_loss: 0.0311673 | Time: 3024 ms [2020-12-06 07:37:51 main:581] : INFO : Epoch 762 | loss: 0.0311322 | val_loss: 0.0311574 | Time: 3024.35 ms [2020-12-06 07:37:54 main:581] : INFO : Epoch 763 | loss: 0.0311298 | val_loss: 0.0311648 | Time: 3024.27 ms [2020-12-06 07:37:57 main:581] : INFO : Epoch 764 | loss: 0.0311337 | val_loss: 0.0311573 | Time: 3024 ms [2020-12-06 07:38:00 main:581] : INFO : Epoch 765 | loss: 0.0311333 | val_loss: 0.0311601 | Time: 3024.59 ms [2020-12-06 07:38:03 main:581] : INFO : Epoch 766 | loss: 0.0311321 | val_loss: 0.031162 | Time: 3025.4 ms [2020-12-06 07:38:06 main:581] : INFO : Epoch 767 | loss: 0.0311303 | val_loss: 0.0311588 | Time: 3023.9 ms [2020-12-06 07:38:09 main:581] : INFO : Epoch 768 | loss: 0.0311313 | val_loss: 0.0311592 | Time: 3024.15 ms [2020-12-06 07:38:12 main:581] : INFO : Epoch 769 | loss: 0.0311344 | val_loss: 0.0311588 | Time: 3023.67 ms [2020-12-06 07:38:15 main:581] : INFO : Epoch 770 | loss: 0.0311287 | val_loss: 0.03116 | Time: 3024.28 ms [2020-12-06 07:38:18 main:581] : INFO : Epoch 771 | loss: 0.0311278 | val_loss: 0.0311585 | Time: 3024.19 ms [2020-12-06 07:38:21 main:581] : INFO : Epoch 772 | loss: 0.0311283 | val_loss: 0.0311593 | Time: 3024.53 ms [2020-12-06 07:38:25 main:581] : INFO : Epoch 773 | loss: 0.0311284 | val_loss: 0.0311647 | Time: 3025.64 ms [2020-12-06 07:38:28 main:581] : INFO : Epoch 774 | loss: 0.0311294 | val_loss: 0.0311611 | Time: 3024.16 ms [2020-12-06 07:38:31 main:581] : INFO : Epoch 775 | loss: 0.0311275 | val_loss: 0.0311568 | Time: 3024.37 ms [2020-12-06 07:38:34 main:581] : INFO : Epoch 776 | loss: 0.0311293 | val_loss: 0.0311588 | Time: 3023.06 ms [2020-12-06 07:38:37 main:581] : INFO : Epoch 777 | loss: 0.0311309 | val_loss: 0.0311577 | Time: 3025.06 ms [2020-12-06 07:38:40 main:581] : INFO : Epoch 778 | loss: 0.0311323 | val_loss: 0.0311616 | Time: 3024.69 ms [2020-12-06 07:38:43 main:581] : INFO : Epoch 779 | loss: 0.0311288 | val_loss: 0.0311681 | Time: 3023.45 ms [2020-12-06 07:38:46 main:581] : INFO : Epoch 780 | loss: 0.0311346 | val_loss: 0.0311626 | Time: 3025.17 ms [2020-12-06 07:38:49 main:581] : INFO : Epoch 781 | loss: 0.0311318 | val_loss: 0.0311591 | Time: 3024.43 ms [2020-12-06 07:38:52 main:581] : INFO : Epoch 782 | loss: 0.0311311 | val_loss: 0.0311597 | Time: 3024.51 ms [2020-12-06 07:38:55 main:581] : INFO : Epoch 783 | loss: 0.0311309 | val_loss: 0.0311608 | Time: 3024.54 ms [2020-12-06 07:38:58 main:581] : INFO : Epoch 784 | loss: 0.0311316 | val_loss: 0.0311711 | Time: 3025.7 ms [2020-12-06 07:39:01 main:581] : INFO : Epoch 785 | loss: 0.0311385 | val_loss: 0.0311647 | Time: 3024.92 ms [2020-12-06 07:39:04 main:581] : INFO : Epoch 786 | loss: 0.0311378 | val_loss: 0.0311595 | Time: 3023.65 ms [2020-12-06 07:39:07 main:581] : INFO : Epoch 787 | loss: 0.0311373 | val_loss: 0.0311649 | Time: 3024.54 ms [2020-12-06 07:39:10 main:581] : INFO : Epoch 788 | loss: 0.0311423 | val_loss: 0.0311707 | Time: 3024.69 ms [2020-12-06 07:39:13 main:581] : INFO : Epoch 789 | loss: 0.0311624 | val_loss: 0.0314669 | Time: 3023.22 ms [2020-12-06 07:39:16 main:581] : INFO : Epoch 790 | loss: 0.0347899 | val_loss: 0.0348484 | Time: 3023.92 ms [2020-12-06 07:39:19 main:581] : INFO : Epoch 791 | loss: 0.033177 | val_loss: 0.0318822 | Time: 3024.4 ms [2020-12-06 07:39:22 main:581] : INFO : Epoch 792 | loss: 0.0319107 | val_loss: 0.0314228 | Time: 3023.76 ms [2020-12-06 07:39:25 main:581] : INFO : Epoch 793 | loss: 0.0312959 | val_loss: 0.0312489 | Time: 3023.97 ms [2020-12-06 07:39:28 main:581] : INFO : Epoch 794 | loss: 0.0312013 | val_loss: 0.031181 | Time: 3023.95 ms [2020-12-06 07:39:31 main:581] : INFO : Epoch 795 | loss: 0.0311589 | val_loss: 0.0311708 | Time: 3025.22 ms [2020-12-06 07:39:34 main:581] : INFO : Epoch 796 | loss: 0.0311509 | val_loss: 0.0311638 | Time: 3023.13 ms [2020-12-06 07:39:37 main:581] : INFO : Epoch 797 | loss: 0.0311491 | val_loss: 0.0311605 | Time: 3024.88 ms [2020-12-06 07:39:40 main:581] : INFO : Epoch 798 | loss: 0.0311421 | val_loss: 0.0311722 | Time: 3023.85 ms [2020-12-06 07:39:43 main:581] : INFO : Epoch 799 | loss: 0.0311473 | val_loss: 0.031175 | Time: 3025.41 ms [2020-12-06 07:39:46 main:581] : INFO : Epoch 800 | loss: 0.0311429 | val_loss: 0.0311614 | Time: 3024.58 ms [2020-12-06 07:39:49 main:581] : INFO : Epoch 801 | loss: 0.0311383 | val_loss: 0.0311635 | Time: 3023.84 ms [2020-12-06 07:39:52 main:581] : INFO : Epoch 802 | loss: 0.0311404 | val_loss: 0.0311741 | Time: 3024.38 ms [2020-12-06 07:39:55 main:581] : INFO : Epoch 803 | loss: 0.03114 | val_loss: 0.0311629 | Time: 3024.97 ms [2020-12-06 07:39:58 main:581] : INFO : Epoch 804 | loss: 0.031137 | val_loss: 0.0311604 | Time: 3026.03 ms [2020-12-06 07:40:01 main:581] : INFO : Epoch 805 | loss: 0.03114 | val_loss: 0.0311654 | Time: 3024.5 ms [2020-12-06 07:40:04 main:581] : INFO : Epoch 806 | loss: 0.0311365 | val_loss: 0.0311589 | Time: 3025.09 ms [2020-12-06 07:40:07 main:581] : INFO : Epoch 807 | loss: 0.0311341 | val_loss: 0.0311621 | Time: 3024.43 ms [2020-12-06 07:40:10 main:581] : INFO : Epoch 808 | loss: 0.0311355 | val_loss: 0.0311622 | Time: 3024.74 ms [2020-12-06 07:40:13 main:581] : INFO : Epoch 809 | loss: 0.0311357 | val_loss: 0.031162 | Time: 3025.7 ms [2020-12-06 07:40:16 main:581] : INFO : Epoch 810 | loss: 0.0311324 | val_loss: 0.0311598 | Time: 3023.32 ms [2020-12-06 07:40:19 main:581] : INFO : Epoch 811 | loss: 0.0311363 | val_loss: 0.0311628 | Time: 3025.12 ms [2020-12-06 07:40:22 main:581] : INFO : Epoch 812 | loss: 0.0311371 | val_loss: 0.0311613 | Time: 3026.19 ms [2020-12-06 07:40:25 main:581] : INFO : Epoch 813 | loss: 0.0311352 | val_loss: 0.0311628 | Time: 3024.04 ms [2020-12-06 07:40:29 main:581] : INFO : Epoch 814 | loss: 0.0311337 | val_loss: 0.031164 | Time: 3026.09 ms [2020-12-06 07:40:32 main:581] : INFO : Epoch 815 | loss: 0.0311405 | val_loss: 0.0311677 | Time: 3023.77 ms [2020-12-06 07:40:35 main:581] : INFO : Epoch 816 | loss: 0.0311404 | val_loss: 0.0311622 | Time: 3025.1 ms [2020-12-06 07:40:38 main:581] : INFO : Epoch 817 | loss: 0.031138 | val_loss: 0.0311672 | Time: 3024.07 ms [2020-12-06 07:40:41 main:581] : INFO : Epoch 818 | loss: 0.0311387 | val_loss: 0.0311647 | Time: 3025.21 ms [2020-12-06 07:40:44 main:581] : INFO : Epoch 819 | loss: 0.0311372 | val_loss: 0.0311602 | Time: 3024.52 ms [2020-12-06 07:40:47 main:581] : INFO : Epoch 820 | loss: 0.0311344 | val_loss: 0.0311629 | Time: 3024.16 ms [2020-12-06 07:40:50 main:581] : INFO : Epoch 821 | loss: 0.0311339 | val_loss: 0.0311618 | Time: 3026.18 ms [2020-12-06 07:40:53 main:581] : INFO : Epoch 822 | loss: 0.0311313 | val_loss: 0.0311618 | Time: 3025.1 ms [2020-12-06 07:40:56 main:581] : INFO : Epoch 823 | loss: 0.0311346 | val_loss: 0.0311624 | Time: 3023.46 ms [2020-12-06 07:40:59 main:581] : INFO : Epoch 824 | loss: 0.0311327 | val_loss: 0.0311617 | Time: 3025.73 ms [2020-12-06 07:41:02 main:581] : INFO : Epoch 825 | loss: 0.0311334 | val_loss: 0.0311611 | Time: 3024.45 ms [2020-12-06 07:41:05 main:581] : INFO : Epoch 826 | loss: 0.0311353 | val_loss: 0.0311593 | Time: 3023.62 ms [2020-12-06 07:41:08 main:581] : INFO : Epoch 827 | loss: 0.0311329 | val_loss: 0.03116 | Time: 3025.86 ms [2020-12-06 07:41:11 main:581] : INFO : Epoch 828 | loss: 0.0311325 | val_loss: 0.0311592 | Time: 3024.07 ms [2020-12-06 07:41:14 main:581] : INFO : Epoch 829 | loss: 0.0311301 | val_loss: 0.0311588 | Time: 3024.51 ms [2020-12-06 07:41:17 main:581] : INFO : Epoch 830 | loss: 0.0311307 | val_loss: 0.0311592 | Time: 3024.48 ms [2020-12-06 07:41:20 main:581] : INFO : Epoch 831 | loss: 0.0311455 | val_loss: 0.031176 | Time: 3024.1 ms [2020-12-06 07:41:23 main:581] : INFO : Epoch 832 | loss: 0.0311725 | val_loss: 0.0311719 | Time: 3023.65 ms [2020-12-06 07:41:26 main:581] : INFO : Epoch 833 | loss: 0.0311609 | val_loss: 0.0311644 | Time: 3023.21 ms [2020-12-06 07:41:29 main:581] : INFO : Epoch 834 | loss: 0.0311564 | val_loss: 0.0311584 | Time: 3024.08 ms [2020-12-06 07:41:32 main:581] : INFO : Epoch 835 | loss: 0.0311523 | val_loss: 0.0311604 | Time: 3023.76 ms [2020-12-06 07:41:35 main:581] : INFO : Epoch 836 | loss: 0.0311492 | val_loss: 0.031158 | Time: 3024.66 ms [2020-12-06 07:41:38 main:581] : INFO : Epoch 837 | loss: 0.0311506 | val_loss: 0.0311614 | Time: 3024.62 ms [2020-12-06 07:41:41 main:581] : INFO : Epoch 838 | loss: 0.0311508 | val_loss: 0.0311623 | Time: 3023.99 ms [2020-12-06 07:41:44 main:581] : INFO : Epoch 839 | loss: 0.0311527 | val_loss: 0.031163 | Time: 3024.81 ms [2020-12-06 07:41:47 main:581] : INFO : Epoch 840 | loss: 0.0311539 | val_loss: 0.0311599 | Time: 3023.34 ms [2020-12-06 07:41:50 main:581] : INFO : Epoch 841 | loss: 0.031148 | val_loss: 0.0311591 | Time: 3024.58 ms [2020-12-06 07:41:53 main:581] : INFO : Epoch 842 | loss: 0.0311444 | val_loss: 0.0311603 | Time: 3026.55 ms [2020-12-06 07:41:56 main:581] : INFO : Epoch 843 | loss: 0.0311464 | val_loss: 0.0311624 | Time: 3025.06 ms [2020-12-06 07:41:59 main:581] : INFO : Epoch 844 | loss: 0.0311445 | val_loss: 0.0311614 | Time: 3023.72 ms [2020-12-06 07:42:02 main:581] : INFO : Epoch 845 | loss: 0.0311434 | val_loss: 0.03116 | Time: 3025.65 ms [2020-12-06 07:42:05 main:581] : INFO : Epoch 846 | loss: 0.0311423 | val_loss: 0.0311632 | Time: 3024.6 ms [2020-12-06 07:42:08 main:581] : INFO : Epoch 847 | loss: 0.0311423 | val_loss: 0.0311642 | Time: 3024.59 ms [2020-12-06 07:42:11 main:581] : INFO : Epoch 848 | loss: 0.0311413 | val_loss: 0.031161 | Time: 3026.06 ms [2020-12-06 07:42:14 main:581] : INFO : Epoch 849 | loss: 0.0311394 | val_loss: 0.0311611 | Time: 3024.27 ms [2020-12-06 07:42:17 main:581] : INFO : Epoch 850 | loss: 0.0311389 | val_loss: 0.0311593 | Time: 3026.79 ms [2020-12-06 07:42:20 main:581] : INFO : Epoch 851 | loss: 0.0311384 | val_loss: 0.0311573 | Time: 3024.98 ms [2020-12-06 07:42:23 main:581] : INFO : Epoch 852 | loss: 0.0311402 | val_loss: 0.0311655 | Time: 3024.47 ms [2020-12-06 07:42:26 main:581] : INFO : Epoch 853 | loss: 0.0311399 | val_loss: 0.0311629 | Time: 3025.45 ms [2020-12-06 07:42:30 main:581] : INFO : Epoch 854 | loss: 0.0311394 | val_loss: 0.0311589 | Time: 3024.56 ms [2020-12-06 07:42:33 main:581] : INFO : Epoch 855 | loss: 0.0311414 | val_loss: 0.0311627 | Time: 3024.64 ms [2020-12-06 07:42:36 main:581] : INFO : Epoch 856 | loss: 0.0311424 | val_loss: 0.031161 | Time: 3024.32 ms [2020-12-06 07:42:39 main:581] : INFO : Epoch 857 | loss: 0.031141 | val_loss: 0.0311589 | Time: 3024.57 ms [2020-12-06 07:42:42 main:581] : INFO : Epoch 858 | loss: 0.0311424 | val_loss: 0.0311581 | Time: 3024.6 ms [2020-12-06 07:42:45 main:581] : INFO : Epoch 859 | loss: 0.0311402 | val_loss: 0.0311635 | Time: 3023.24 ms [2020-12-06 07:42:48 main:581] : INFO : Epoch 860 | loss: 0.0311425 | val_loss: 0.0311592 | Time: 3025.08 ms [2020-12-06 07:42:51 main:581] : INFO : Epoch 861 | loss: 0.0311425 | val_loss: 0.0311634 | Time: 3023.68 ms [2020-12-06 07:42:54 main:581] : INFO : Epoch 862 | loss: 0.03114 | val_loss: 0.0311611 | Time: 3023.82 ms [2020-12-06 07:42:57 main:581] : INFO : Epoch 863 | loss: 0.0311377 | val_loss: 0.0311581 | Time: 3024.84 ms [2020-12-06 07:43:00 main:581] : INFO : Epoch 864 | loss: 0.031138 | val_loss: 0.0311581 | Time: 3025.08 ms [2020-12-06 07:43:03 main:581] : INFO : Epoch 865 | loss: 0.0311383 | val_loss: 0.0311591 | Time: 3023.3 ms [2020-12-06 07:43:06 main:581] : INFO : Epoch 866 | loss: 0.0311406 | val_loss: 0.0311585 | Time: 3024.63 ms [2020-12-06 07:43:09 main:581] : INFO : Epoch 867 | loss: 0.0311386 | val_loss: 0.0311577 | Time: 3022.81 ms [2020-12-06 07:43:12 main:581] : INFO : Epoch 868 | loss: 0.0311365 | val_loss: 0.0311584 | Time: 3024.74 ms [2020-12-06 07:43:15 main:581] : INFO : Epoch 869 | loss: 0.031136 | val_loss: 0.0311637 | Time: 3024.38 ms [2020-12-06 07:43:18 main:581] : INFO : Epoch 870 | loss: 0.0311377 | val_loss: 0.0311578 | Time: 3025.45 ms [2020-12-06 07:43:21 main:581] : INFO : Epoch 871 | loss: 0.0311353 | val_loss: 0.0311591 | Time: 3024.49 ms [2020-12-06 07:43:24 main:581] : INFO : Epoch 872 | loss: 0.0311337 | val_loss: 0.0311553 | Time: 3025.52 ms [2020-12-06 07:43:27 main:581] : INFO : Epoch 873 | loss: 0.0311341 | val_loss: 0.0311576 | Time: 3024.8 ms [2020-12-06 07:43:30 main:581] : INFO : Epoch 874 | loss: 0.0311349 | val_loss: 0.0311583 | Time: 3025.4 ms [2020-12-06 07:43:33 main:581] : INFO : Epoch 875 | loss: 0.0311342 | val_loss: 0.0311583 | Time: 3023.12 ms [2020-12-06 07:43:36 main:581] : INFO : Epoch 876 | loss: 0.0311331 | val_loss: 0.0311582 | Time: 3024.33 ms [2020-12-06 07:43:39 main:581] : INFO : Epoch 877 | loss: 0.0311335 | val_loss: 0.0311609 | Time: 3025.17 ms [2020-12-06 07:43:42 main:581] : INFO : Epoch 878 | loss: 0.0311337 | val_loss: 0.0311597 | Time: 3024.89 ms [2020-12-06 07:43:45 main:581] : INFO : Epoch 879 | loss: 0.0311338 | val_loss: 0.0311564 | Time: 3024.3 ms [2020-12-06 07:43:48 main:581] : INFO : Epoch 880 | loss: 0.0311352 | val_loss: 0.0311615 | Time: 3023.47 ms [2020-12-06 07:43:51 main:581] : INFO : Epoch 881 | loss: 0.0311421 | val_loss: 0.0311612 | Time: 3024.07 ms [2020-12-06 07:43:54 main:581] : INFO : Epoch 882 | loss: 0.0311416 | val_loss: 0.0311547 | Time: 3025.14 ms [2020-12-06 07:43:57 main:581] : INFO : Epoch 883 | loss: 0.0311401 | val_loss: 0.0311569 | Time: 3024.7 ms [2020-12-06 07:44:00 main:581] : INFO : Epoch 884 | loss: 0.0311401 | val_loss: 0.0311595 | Time: 3025.02 ms [2020-12-06 07:44:03 main:581] : INFO : Epoch 885 | loss: 0.0311377 | val_loss: 0.0311574 | Time: 3024.74 ms [2020-12-06 07:44:06 main:581] : INFO : Epoch 886 | loss: 0.0311388 | val_loss: 0.0311577 | Time: 3025.73 ms [2020-12-06 07:44:09 main:581] : INFO : Epoch 887 | loss: 0.0311377 | val_loss: 0.0311595 | Time: 3024.87 ms [2020-12-06 07:44:12 main:581] : INFO : Epoch 888 | loss: 0.0311348 | val_loss: 0.031158 | Time: 3024.17 ms [2020-12-06 07:44:15 main:581] : INFO : Epoch 889 | loss: 0.0311356 | val_loss: 0.0311608 | Time: 3023.87 ms [2020-12-06 07:44:18 main:581] : INFO : Epoch 890 | loss: 0.0311382 | val_loss: 0.0311666 | Time: 3024.43 ms [2020-12-06 07:44:21 main:581] : INFO : Epoch 891 | loss: 0.0311421 | val_loss: 0.0311651 | Time: 3026.16 ms [2020-12-06 07:44:24 main:581] : INFO : Epoch 892 | loss: 0.0311394 | val_loss: 0.031157 | Time: 3024.09 ms [2020-12-06 07:44:27 main:581] : INFO : Epoch 893 | loss: 0.031137 | val_loss: 0.0311675 | Time: 3025.58 ms [2020-12-06 07:44:31 main:581] : INFO : Epoch 894 | loss: 0.0311334 | val_loss: 0.0311623 | Time: 3024.14 ms [2020-12-06 07:44:34 main:581] : INFO : Epoch 895 | loss: 0.0311329 | val_loss: 0.0311649 | Time: 3024.09 ms [2020-12-06 07:44:37 main:581] : INFO : Epoch 896 | loss: 0.0311326 | val_loss: 0.0311643 | Time: 3024.16 ms [2020-12-06 07:44:40 main:581] : INFO : Epoch 897 | loss: 0.0311321 | val_loss: 0.031162 | Time: 3024.72 ms [2020-12-06 07:44:43 main:581] : INFO : Epoch 898 | loss: 0.031133 | val_loss: 0.0311603 | Time: 3025.16 ms [2020-12-06 07:44:46 main:581] : INFO : Epoch 899 | loss: 0.0311332 | val_loss: 0.0311577 | Time: 3023.89 ms [2020-12-06 07:44:49 main:581] : INFO : Epoch 900 | loss: 0.0311333 | val_loss: 0.0311609 | Time: 3025.28 ms [2020-12-06 07:44:52 main:581] : INFO : Epoch 901 | loss: 0.0311358 | val_loss: 0.0311586 | Time: 3024.01 ms [2020-12-06 07:44:55 main:581] : INFO : Epoch 902 | loss: 0.0311343 | val_loss: 0.0311626 | Time: 3023.36 ms [2020-12-06 07:44:58 main:581] : INFO : Epoch 903 | loss: 0.0311334 | val_loss: 0.0311586 | Time: 3023.62 ms [2020-12-06 07:45:01 main:581] : INFO : Epoch 904 | loss: 0.031134 | val_loss: 0.0311605 | Time: 3023.93 ms [2020-12-06 07:45:04 main:581] : INFO : Epoch 905 | loss: 0.0311337 | val_loss: 0.0311593 | Time: 3024.72 ms [2020-12-06 07:45:07 main:581] : INFO : Epoch 906 | loss: 0.0311316 | val_loss: 0.0311651 | Time: 3025.03 ms [2020-12-06 07:45:10 main:581] : INFO : Epoch 907 | loss: 0.0311353 | val_loss: 0.0311619 | Time: 3024 ms [2020-12-06 07:45:13 main:581] : INFO : Epoch 908 | loss: 0.0311358 | val_loss: 0.0311597 | Time: 3023.35 ms [2020-12-06 07:45:16 main:581] : INFO : Epoch 909 | loss: 0.031136 | val_loss: 0.0311613 | Time: 3026.09 ms [2020-12-06 07:45:19 main:581] : INFO : Epoch 910 | loss: 0.0311338 | val_loss: 0.0311606 | Time: 3024.1 ms [2020-12-06 07:45:22 main:581] : INFO : Epoch 911 | loss: 0.0311324 | val_loss: 0.0311637 | Time: 3025.07 ms [2020-12-06 07:45:25 main:581] : INFO : Epoch 912 | loss: 0.0311314 | val_loss: 0.0311601 | Time: 3025.2 ms [2020-12-06 07:45:28 main:581] : INFO : Epoch 913 | loss: 0.0311302 | val_loss: 0.0311618 | Time: 3024.87 ms [2020-12-06 07:45:31 main:581] : INFO : Epoch 914 | loss: 0.0311334 | val_loss: 0.0311622 | Time: 3024.38 ms [2020-12-06 07:45:34 main:581] : INFO : Epoch 915 | loss: 0.0311332 | val_loss: 0.0311626 | Time: 3023.58 ms [2020-12-06 07:45:37 main:581] : INFO : Epoch 916 | loss: 0.0311336 | val_loss: 0.0311631 | Time: 3024.46 ms [2020-12-06 07:45:40 main:581] : INFO : Epoch 917 | loss: 0.0311343 | val_loss: 0.0311655 | Time: 3023.18 ms [2020-12-06 07:45:43 main:581] : INFO : Epoch 918 | loss: 0.0311321 | val_loss: 0.0311601 | Time: 3025.57 ms [2020-12-06 07:45:46 main:581] : INFO : Epoch 919 | loss: 0.0311351 | val_loss: 0.0311668 | Time: 3025.07 ms [2020-12-06 07:45:49 main:581] : INFO : Epoch 920 | loss: 0.031131 | val_loss: 0.0311614 | Time: 3025.69 ms [2020-12-06 07:45:52 main:581] : INFO : Epoch 921 | loss: 0.03113 | val_loss: 0.0311638 | Time: 3024.2 ms [2020-12-06 07:45:55 main:581] : INFO : Epoch 922 | loss: 0.031132 | val_loss: 0.0311636 | Time: 3024.6 ms [2020-12-06 07:45:58 main:581] : INFO : Epoch 923 | loss: 0.0311333 | val_loss: 0.031163 | Time: 3025.84 ms [2020-12-06 07:46:01 main:581] : INFO : Epoch 924 | loss: 0.0311361 | val_loss: 0.0311635 | Time: 3024.54 ms [2020-12-06 07:46:04 main:581] : INFO : Epoch 925 | loss: 0.0311434 | val_loss: 0.031162 | Time: 3024.17 ms [2020-12-06 07:46:07 main:581] : INFO : Epoch 926 | loss: 0.0311373 | val_loss: 0.0311597 | Time: 3024.89 ms [2020-12-06 07:46:10 main:581] : INFO : Epoch 927 | loss: 0.0311323 | val_loss: 0.0311627 | Time: 3024.83 ms [2020-12-06 07:46:13 main:581] : INFO : Epoch 928 | loss: 0.0311331 | val_loss: 0.0311631 | Time: 3023.21 ms [2020-12-06 07:46:16 main:581] : INFO : Epoch 929 | loss: 0.0311328 | val_loss: 0.0311653 | Time: 3023.51 ms [2020-12-06 07:46:19 main:581] : INFO : Epoch 930 | loss: 0.0311371 | val_loss: 0.0311726 | Time: 3024.86 ms [2020-12-06 07:46:22 main:581] : INFO : Epoch 931 | loss: 0.0311381 | val_loss: 0.0311618 | Time: 3024.66 ms [2020-12-06 07:46:25 main:581] : INFO : Epoch 932 | loss: 0.0311336 | val_loss: 0.0311624 | Time: 3024.24 ms [2020-12-06 07:46:28 main:581] : INFO : Epoch 933 | loss: 0.0311321 | val_loss: 0.0311638 | Time: 3024.59 ms [2020-12-06 07:46:32 main:581] : INFO : Epoch 934 | loss: 0.0311309 | val_loss: 0.0311656 | Time: 3025.01 ms [2020-12-06 07:46:35 main:581] : INFO : Epoch 935 | loss: 0.0311352 | val_loss: 0.031172 | Time: 3023.81 ms [2020-12-06 07:46:38 main:581] : INFO : Epoch 936 | loss: 0.0311319 | val_loss: 0.0311594 | Time: 3023.67 ms [2020-12-06 07:46:41 main:581] : INFO : Epoch 937 | loss: 0.0311333 | val_loss: 0.0311633 | Time: 3024.25 ms [2020-12-06 07:46:44 main:581] : INFO : Epoch 938 | loss: 0.031134 | val_loss: 0.0311675 | Time: 3024.22 ms [2020-12-06 07:46:47 main:581] : INFO : Epoch 939 | loss: 0.0311313 | val_loss: 0.0311624 | Time: 3024.3 ms [2020-12-06 07:46:50 main:581] : INFO : Epoch 940 | loss: 0.031129 | val_loss: 0.0311626 | Time: 3025.45 ms [2020-12-06 07:46:53 main:581] : INFO : Epoch 941 | loss: 0.0311278 | val_loss: 0.0311653 | Time: 3024.73 ms [2020-12-06 07:46:56 main:581] : INFO : Epoch 942 | loss: 0.0311318 | val_loss: 0.0311608 | Time: 3023.93 ms [2020-12-06 07:46:59 main:581] : INFO : Epoch 943 | loss: 0.0311287 | val_loss: 0.0311619 | Time: 3024.53 ms [2020-12-06 07:47:02 main:581] : INFO : Epoch 944 | loss: 0.031138 | val_loss: 0.0311597 | Time: 3024.84 ms [2020-12-06 07:47:05 main:581] : INFO : Epoch 945 | loss: 0.0311432 | val_loss: 0.031157 | Time: 3023.66 ms [2020-12-06 07:47:08 main:581] : INFO : Epoch 946 | loss: 0.0311418 | val_loss: 0.0311576 | Time: 3024.51 ms [2020-12-06 07:47:11 main:581] : INFO : Epoch 947 | loss: 0.031143 | val_loss: 0.0311633 | Time: 3025.53 ms [2020-12-06 07:47:14 main:581] : INFO : Epoch 948 | loss: 0.0311408 | val_loss: 0.0311562 | Time: 3023.04 ms [2020-12-06 07:47:17 main:581] : INFO : Epoch 949 | loss: 0.0311357 | val_loss: 0.0311609 | Time: 3024.59 ms [2020-12-06 07:47:20 main:581] : INFO : Epoch 950 | loss: 0.0311405 | val_loss: 0.0311663 | Time: 3024.62 ms [2020-12-06 07:47:23 main:581] : INFO : Epoch 951 | loss: 0.0311404 | val_loss: 0.0311638 | Time: 3025.86 ms [2020-12-06 07:47:26 main:581] : INFO : Epoch 952 | loss: 0.0311393 | val_loss: 0.0311595 | Time: 3024.02 ms [2020-12-06 07:47:29 main:581] : INFO : Epoch 953 | loss: 0.0311397 | val_loss: 0.0311608 | Time: 3024.1 ms [2020-12-06 07:47:32 main:581] : INFO : Epoch 954 | loss: 0.0311399 | val_loss: 0.0311593 | Time: 3025.59 ms [2020-12-06 07:47:35 main:581] : INFO : Epoch 955 | loss: 0.0311423 | val_loss: 0.0311618 | Time: 3023.89 ms [2020-12-06 07:47:38 main:581] : INFO : Epoch 956 | loss: 0.0311379 | val_loss: 0.0311567 | Time: 3024.43 ms [2020-12-06 07:47:41 main:581] : INFO : Epoch 957 | loss: 0.0311401 | val_loss: 0.0311604 | Time: 3024.58 ms [2020-12-06 07:47:44 main:581] : INFO : Epoch 958 | loss: 0.0311416 | val_loss: 0.0311608 | Time: 3024.81 ms [2020-12-06 07:47:47 main:581] : INFO : Epoch 959 | loss: 0.0311404 | val_loss: 0.0311596 | Time: 3024.26 ms [2020-12-06 07:47:50 main:581] : INFO : Epoch 960 | loss: 0.0311407 | val_loss: 0.0311618 | Time: 3023.88 ms [2020-12-06 07:47:53 main:581] : INFO : Epoch 961 | loss: 0.0311403 | val_loss: 0.0311563 | Time: 3024.45 ms [2020-12-06 07:47:56 main:581] : INFO : Epoch 962 | loss: 0.0311377 | val_loss: 0.0311611 | Time: 3024.7 ms [2020-12-06 07:47:59 main:581] : INFO : Epoch 963 | loss: 0.0311358 | val_loss: 0.031159 | Time: 3024.9 ms [2020-12-06 07:48:02 main:581] : INFO : Epoch 964 | loss: 0.0311344 | val_loss: 0.0311578 | Time: 3025 ms [2020-12-06 07:48:05 main:581] : INFO : Epoch 965 | loss: 0.0311334 | val_loss: 0.0311567 | Time: 3025.09 ms [2020-12-06 07:48:08 main:581] : INFO : Epoch 966 | loss: 0.0311329 | val_loss: 0.031156 | Time: 3025 ms [2020-12-06 07:48:11 main:581] : INFO : Epoch 967 | loss: 0.0311344 | val_loss: 0.0311635 | Time: 3025.13 ms [2020-12-06 07:48:14 main:581] : INFO : Epoch 968 | loss: 0.0311345 | val_loss: 0.031159 | Time: 3025.24 ms [2020-12-06 07:48:17 main:581] : INFO : Epoch 969 | loss: 0.0311321 | val_loss: 0.0311615 | Time: 3023.74 ms [2020-12-06 07:48:20 main:581] : INFO : Epoch 970 | loss: 0.0311316 | val_loss: 0.0311574 | Time: 3025.05 ms [2020-12-06 07:48:23 main:581] : INFO : Epoch 971 | loss: 0.031132 | val_loss: 0.0311595 | Time: 3022.88 ms [2020-12-06 07:48:26 main:581] : INFO : Epoch 972 | loss: 0.0311328 | val_loss: 0.0311589 | Time: 3024.89 ms [2020-12-06 07:48:29 main:581] : INFO : Epoch 973 | loss: 0.0311365 | val_loss: 0.0311591 | Time: 3023.83 ms [2020-12-06 07:48:32 main:581] : INFO : Epoch 974 | loss: 0.0311344 | val_loss: 0.0311637 | Time: 3024.91 ms [2020-12-06 07:48:36 main:581] : INFO : Epoch 975 | loss: 0.0311417 | val_loss: 0.0311664 | Time: 3024.56 ms [2020-12-06 07:48:39 main:581] : INFO : Epoch 976 | loss: 0.0311392 | val_loss: 0.031161 | Time: 3023.91 ms [2020-12-06 07:48:42 main:581] : INFO : Epoch 977 | loss: 0.0311341 | val_loss: 0.0311542 | Time: 3025.09 ms [2020-12-06 07:48:45 main:581] : INFO : Epoch 978 | loss: 0.0311334 | val_loss: 0.031157 | Time: 3023.33 ms [2020-12-06 07:48:48 main:581] : INFO : Epoch 979 | loss: 0.0311329 | val_loss: 0.0311548 | Time: 3024.57 ms [2020-12-06 07:48:51 main:581] : INFO : Epoch 980 | loss: 0.0311333 | val_loss: 0.0311558 | Time: 3024.92 ms [2020-12-06 07:48:54 main:581] : INFO : Epoch 981 | loss: 0.0311324 | val_loss: 0.0311607 | Time: 3024.31 ms [2020-12-06 07:48:57 main:581] : INFO : Epoch 982 | loss: 0.0311321 | val_loss: 0.0311559 | Time: 3025.65 ms [2020-12-06 07:49:00 main:581] : INFO : Epoch 983 | loss: 0.0311294 | val_loss: 0.0311541 | Time: 3024.74 ms [2020-12-06 07:49:03 main:581] : INFO : Epoch 984 | loss: 0.0311321 | val_loss: 0.0311567 | Time: 3025.76 ms [2020-12-06 07:49:06 main:581] : INFO : Epoch 985 | loss: 0.0311301 | val_loss: 0.0311557 | Time: 3025.04 ms [2020-12-06 07:49:09 main:581] : INFO : Epoch 986 | loss: 0.0311321 | val_loss: 0.0311554 | Time: 3024.6 ms [2020-12-06 07:49:12 main:581] : INFO : Epoch 987 | loss: 0.0311319 | val_loss: 0.0311587 | Time: 3023.76 ms [2020-12-06 07:49:15 main:581] : INFO : Epoch 988 | loss: 0.0311366 | val_loss: 0.0311635 | Time: 3023.98 ms [2020-12-06 07:49:18 main:581] : INFO : Epoch 989 | loss: 0.0311306 | val_loss: 0.0311622 | Time: 3024.56 ms [2020-12-06 07:49:21 main:581] : INFO : Epoch 990 | loss: 0.0311303 | val_loss: 0.0311596 | Time: 3024.43 ms [2020-12-06 07:49:24 main:581] : INFO : Epoch 991 | loss: 0.0311315 | val_loss: 0.0311568 | Time: 3025.25 ms [2020-12-06 07:49:27 main:581] : INFO : Epoch 992 | loss: 0.0311287 | val_loss: 0.0311586 | Time: 3024.07 ms [2020-12-06 07:49:30 main:581] : INFO : Epoch 993 | loss: 0.0311356 | val_loss: 0.0311836 | Time: 3025.1 ms [2020-12-06 07:49:33 main:581] : INFO : Epoch 994 | loss: 0.03114 | val_loss: 0.0311608 | Time: 3023.53 ms [2020-12-06 07:49:36 main:581] : INFO : Epoch 995 | loss: 0.0311345 | val_loss: 0.0311622 | Time: 3025.46 ms [2020-12-06 07:49:39 main:581] : INFO : Epoch 996 | loss: 0.0311314 | val_loss: 0.0311611 | Time: 3024.35 ms [2020-12-06 07:49:42 main:581] : INFO : Epoch 997 | loss: 0.0311289 | val_loss: 0.0311596 | Time: 3024.65 ms [2020-12-06 07:49:45 main:581] : INFO : Epoch 998 | loss: 0.0311287 | val_loss: 0.0311636 | Time: 3024.65 ms [2020-12-06 07:49:48 main:581] : INFO : Epoch 999 | loss: 0.0311324 | val_loss: 0.0311633 | Time: 3024.46 ms [2020-12-06 07:49:51 main:581] : INFO : Epoch 1000 | loss: 0.0311313 | val_loss: 0.0311603 | Time: 3024.98 ms [2020-12-06 07:49:54 main:581] : INFO : Epoch 1001 | loss: 0.0311292 | val_loss: 0.0311642 | Time: 3024.26 ms [2020-12-06 07:49:57 main:581] : INFO : Epoch 1002 | loss: 0.0311318 | val_loss: 0.0311648 | Time: 3023.34 ms [2020-12-06 07:50:00 main:581] : INFO : Epoch 1003 | loss: 0.0311317 | val_loss: 0.0311613 | Time: 3025.07 ms [2020-12-06 07:50:03 main:581] : INFO : Epoch 1004 | loss: 0.0311322 | val_loss: 0.0311562 | Time: 3023.97 ms [2020-12-06 07:50:06 main:581] : INFO : Epoch 1005 | loss: 0.0311314 | val_loss: 0.0311547 | Time: 3024.75 ms [2020-12-06 07:50:09 main:581] : INFO : Epoch 1006 | loss: 0.0311294 | val_loss: 0.0311597 | Time: 3022.86 ms [2020-12-06 07:50:12 main:581] : INFO : Epoch 1007 | loss: 0.0311307 | val_loss: 0.0311638 | Time: 3025.51 ms [2020-12-06 07:50:15 main:581] : INFO : Epoch 1008 | loss: 0.0311366 | val_loss: 0.0311617 | Time: 3024.03 ms [2020-12-06 07:50:18 main:581] : INFO : Epoch 1009 | loss: 0.0311362 | val_loss: 0.0311672 | Time: 3024.72 ms [2020-12-06 07:50:21 main:581] : INFO : Epoch 1010 | loss: 0.0311335 | val_loss: 0.0311637 | Time: 3025.25 ms [2020-12-06 07:50:24 main:581] : INFO : Epoch 1011 | loss: 0.0311328 | val_loss: 0.0311603 | Time: 3024.45 ms [2020-12-06 07:50:27 main:581] : INFO : Epoch 1012 | loss: 0.031131 | val_loss: 0.0311602 | Time: 3023.77 ms [2020-12-06 07:50:30 main:581] : INFO : Epoch 1013 | loss: 0.0311337 | val_loss: 0.0311695 | Time: 3023.82 ms [2020-12-06 07:50:33 main:581] : INFO : Epoch 1014 | loss: 0.031132 | val_loss: 0.0311611 | Time: 3025.21 ms [2020-12-06 07:50:37 main:581] : INFO : Epoch 1015 | loss: 0.0311302 | val_loss: 0.0311588 | Time: 3025.64 ms [2020-12-06 07:50:40 main:581] : INFO : Epoch 1016 | loss: 0.0311317 | val_loss: 0.0311629 | Time: 3024.02 ms [2020-12-06 07:50:43 main:581] : INFO : Epoch 1017 | loss: 0.031131 | val_loss: 0.0311628 | Time: 3024.61 ms [2020-12-06 07:50:46 main:581] : INFO : Epoch 1018 | loss: 0.0311322 | val_loss: 0.0311638 | Time: 3024.47 ms [2020-12-06 07:50:49 main:581] : INFO : Epoch 1019 | loss: 0.0311313 | val_loss: 0.0311644 | Time: 3024.23 ms [2020-12-06 07:50:52 main:581] : INFO : Epoch 1020 | loss: 0.031132 | val_loss: 0.0311628 | Time: 3024 ms [2020-12-06 07:50:55 main:581] : INFO : Epoch 1021 | loss: 0.031131 | val_loss: 0.0311683 | Time: 3023.88 ms [2020-12-06 07:50:58 main:581] : INFO : Epoch 1022 | loss: 0.0311305 | val_loss: 0.0311604 | Time: 3024.77 ms [2020-12-06 07:51:01 main:581] : INFO : Epoch 1023 | loss: 0.0311295 | val_loss: 0.0311613 | Time: 3023.81 ms [2020-12-06 07:51:04 main:581] : INFO : Epoch 1024 | loss: 0.0311329 | val_loss: 0.031162 | Time: 3024.3 ms [2020-12-06 07:51:04 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.031162 [2020-12-06 07:51:04 main:610] : INFO : Saving end state to config to file [2020-12-06 07:51:04 main:615] : INFO : Success, exiting.. 07:51:04 (5464): 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)