Task 3327695
| Name | ParityMachine-1606531488-29551-7_0 |
| Workunit | 1591037 |
| Created | 18 Dec 2020, 16:37:59 UTC |
| Sent | 21 Dec 2020, 11:41:22 UTC |
| Report deadline | 28 Dec 2020, 11:41:22 UTC |
| Received | 22 Dec 2020, 1:39:45 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4379 |
| Run time | 34 min 57 sec |
| CPU time | 34 min 53 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 4,498.72 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.33 GB |
| Peak swap size | 10.46 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.14</core_client_version> <![CDATA[ <stderr_txt> : Epoch 510 | loss: 0.0311496 | val_loss: 0.0311615 | Time: 2048.98 ms [2020-12-21 20:22:04 main:581] : INFO : Epoch 511 | loss: 0.0311497 | val_loss: 0.0311604 | Time: 2054.11 ms [2020-12-21 20:22:06 main:581] : INFO : Epoch 512 | loss: 0.0311489 | val_loss: 0.0311607 | Time: 2048.29 ms [2020-12-21 20:22:08 main:581] : INFO : Epoch 513 | loss: 0.031147 | val_loss: 0.0311608 | Time: 2049.43 ms [2020-12-21 20:22:10 main:581] : INFO : Epoch 514 | loss: 0.0311458 | val_loss: 0.031159 | Time: 2056.35 ms [2020-12-21 20:22:12 main:581] : INFO : Epoch 515 | loss: 0.0311476 | val_loss: 0.0311616 | Time: 2052.35 ms [2020-12-21 20:22:14 main:581] : INFO : Epoch 516 | loss: 0.0311439 | val_loss: 0.0311585 | Time: 2050.5 ms [2020-12-21 20:22:16 main:581] : INFO : Epoch 517 | loss: 0.0311432 | val_loss: 0.0311614 | Time: 2048.08 ms [2020-12-21 20:22:18 main:581] : INFO : Epoch 518 | loss: 0.0311479 | val_loss: 0.0311598 | Time: 2057.74 ms [2020-12-21 20:22:20 main:581] : INFO : Epoch 519 | loss: 0.0311477 | val_loss: 0.0311615 | Time: 2051.75 ms [2020-12-21 20:22:22 main:581] : INFO : Epoch 520 | loss: 0.0311455 | val_loss: 0.0311582 | Time: 2056.49 ms [2020-12-21 20:22:24 main:581] : INFO : Epoch 521 | loss: 0.0311421 | val_loss: 0.0311591 | Time: 2060.01 ms [2020-12-21 20:22:26 main:581] : INFO : Epoch 522 | loss: 0.0311414 | val_loss: 0.0311599 | Time: 2062.11 ms [2020-12-21 20:22:28 main:581] : INFO : Epoch 523 | loss: 0.0311412 | val_loss: 0.0311568 | Time: 2049.17 ms [2020-12-21 20:22:30 main:581] : INFO : Epoch 524 | loss: 0.031141 | val_loss: 0.0311587 | Time: 2054.87 ms [2020-12-21 20:22:32 main:581] : INFO : Epoch 525 | loss: 0.0311436 | val_loss: 0.0311575 | Time: 2052.95 ms [2020-12-21 20:22:35 main:581] : INFO : Epoch 526 | loss: 0.0311426 | val_loss: 0.0311579 | Time: 2055.01 ms [2020-12-21 20:22:37 main:581] : INFO : Epoch 527 | loss: 0.0311413 | val_loss: 0.0311573 | Time: 2056.59 ms [2020-12-21 20:22:39 main:581] : INFO : Epoch 528 | loss: 0.0311411 | val_loss: 0.031159 | Time: 2047.1 ms [2020-12-21 20:22:41 main:581] : INFO : Epoch 529 | loss: 0.0311417 | val_loss: 0.0311625 | Time: 2056.53 ms [2020-12-21 20:22:43 main:581] : INFO : Epoch 530 | loss: 0.0311425 | val_loss: 0.03116 | Time: 2057.15 ms [2020-12-21 20:22:45 main:581] : INFO : Epoch 531 | loss: 0.0311422 | val_loss: 0.0311583 | Time: 2052.8 ms [2020-12-21 20:22:47 main:581] : INFO : Epoch 532 | loss: 0.0311413 | val_loss: 0.0311693 | Time: 2055.94 ms [2020-12-21 20:22:49 main:581] : INFO : Epoch 533 | loss: 0.0311557 | val_loss: 0.0311597 | Time: 2041.67 ms [2020-12-21 20:22:51 main:581] : INFO : Epoch 534 | loss: 0.0311537 | val_loss: 0.0311612 | Time: 2056.16 ms [2020-12-21 20:22:53 main:581] : INFO : Epoch 535 | loss: 0.0311493 | val_loss: 0.0311552 | Time: 2053.65 ms [2020-12-21 20:22:55 main:581] : INFO : Epoch 536 | loss: 0.0311469 | val_loss: 0.0311557 | Time: 2052.93 ms [2020-12-21 20:22:57 main:581] : INFO : Epoch 537 | loss: 0.0311475 | val_loss: 0.0311643 | Time: 2052.55 ms [2020-12-21 20:22:59 main:581] : INFO : Epoch 538 | loss: 0.0311458 | val_loss: 0.0311616 | Time: 2053.3 ms [2020-12-21 20:23:01 main:581] : INFO : Epoch 539 | loss: 0.0311441 | val_loss: 0.0311552 | Time: 2044.77 ms [2020-12-21 20:23:03 main:581] : INFO : Epoch 540 | loss: 0.031143 | val_loss: 0.0311586 | Time: 2050.27 ms [2020-12-21 20:23:05 main:581] : INFO : Epoch 541 | loss: 0.0311424 | val_loss: 0.0311599 | Time: 2051.15 ms [2020-12-21 20:23:07 main:581] : INFO : Epoch 542 | loss: 0.0311427 | val_loss: 0.0311583 | Time: 2045.24 ms [2020-12-21 20:23:09 main:581] : INFO : Epoch 543 | loss: 0.0311425 | val_loss: 0.0311578 | Time: 2059.53 ms [2020-12-21 20:23:11 main:581] : INFO : Epoch 544 | loss: 0.0311431 | val_loss: 0.0311592 | Time: 2048.73 ms [2020-12-21 20:23:14 main:581] : INFO : Epoch 545 | loss: 0.0311424 | val_loss: 0.0311607 | Time: 2052.08 ms [2020-12-21 20:23:16 main:581] : INFO : Epoch 546 | loss: 0.0311437 | val_loss: 0.0311575 | Time: 2051.54 ms [2020-12-21 20:23:18 main:581] : INFO : Epoch 547 | loss: 0.0311405 | val_loss: 0.0311534 | Time: 2054.13 ms [2020-12-21 20:23:20 main:581] : INFO : Epoch 548 | loss: 0.0311397 | val_loss: 0.0311541 | Time: 2042.44 ms [2020-12-21 20:23:22 main:581] : INFO : Epoch 549 | loss: 0.0311398 | val_loss: 0.0311673 | Time: 2051.63 ms [2020-12-21 20:23:24 main:581] : INFO : Epoch 550 | loss: 0.0311418 | val_loss: 0.031156 | Time: 2050.68 ms [2020-12-21 20:23:26 main:581] : INFO : Epoch 551 | loss: 0.0311395 | val_loss: 0.0311533 | Time: 2052.19 ms [2020-12-21 20:23:28 main:581] : INFO : Epoch 552 | loss: 0.0311387 | val_loss: 0.0311572 | Time: 2043.61 ms [2020-12-21 20:23:30 main:581] : INFO : Epoch 553 | loss: 0.0311414 | val_loss: 0.0311542 | Time: 2054.52 ms [2020-12-21 20:23:32 main:581] : INFO : Epoch 554 | loss: 0.0311411 | val_loss: 0.0311571 | Time: 2053.28 ms [2020-12-21 20:23:34 main:581] : INFO : Epoch 555 | loss: 0.0311435 | val_loss: 0.0311557 | Time: 2053.29 ms [2020-12-21 20:23:36 main:581] : INFO : Epoch 556 | loss: 0.0311479 | val_loss: 0.0311657 | Time: 2054.15 ms [2020-12-21 20:23:38 main:581] : INFO : Epoch 557 | loss: 0.0311466 | val_loss: 0.0311715 | Time: 2041.38 ms [2020-12-21 20:23:40 main:581] : INFO : Epoch 558 | loss: 0.0311492 | val_loss: 0.031159 | Time: 2054.8 ms [2020-12-21 20:23:42 main:581] : INFO : Epoch 559 | loss: 0.031145 | val_loss: 0.0311627 | Time: 2051.63 ms [2020-12-21 20:23:44 main:581] : INFO : Epoch 560 | loss: 0.0311422 | val_loss: 0.0311609 | Time: 2046.85 ms [2020-12-21 20:23:46 main:581] : INFO : Epoch 561 | loss: 0.0311421 | val_loss: 0.0311558 | Time: 2040.9 ms [2020-12-21 20:23:48 main:581] : INFO : Epoch 562 | loss: 0.031143 | val_loss: 0.0311584 | Time: 2054.46 ms [2020-12-21 20:23:50 main:581] : INFO : Epoch 563 | loss: 0.0311426 | val_loss: 0.0311554 | Time: 2053.5 ms [2020-12-21 20:23:53 main:581] : INFO : Epoch 564 | loss: 0.0311492 | val_loss: 0.0311556 | Time: 2055.64 ms [2020-12-21 20:23:55 main:581] : INFO : Epoch 565 | loss: 0.0311476 | val_loss: 0.0311533 | Time: 2053.4 ms [2020-12-21 20:23:57 main:581] : INFO : Epoch 566 | loss: 0.0311432 | val_loss: 0.0311516 | Time: 2054.75 ms [2020-12-21 20:23:59 main:581] : INFO : Epoch 567 | loss: 0.0311421 | val_loss: 0.0311524 | Time: 2052.75 ms [2020-12-21 20:24:01 main:581] : INFO : Epoch 568 | loss: 0.0311421 | val_loss: 0.0311553 | Time: 2053.44 ms [2020-12-21 20:24:03 main:581] : INFO : Epoch 569 | loss: 0.0311424 | val_loss: 0.0311526 | Time: 2051.46 ms [2020-12-21 20:24:05 main:581] : INFO : Epoch 570 | loss: 0.0311432 | val_loss: 0.0311568 | Time: 2051.99 ms [2020-12-21 20:24:07 main:581] : INFO : Epoch 571 | loss: 0.0311474 | val_loss: 0.0311561 | Time: 2044.01 ms [2020-12-21 20:24:09 main:581] : INFO : Epoch 572 | loss: 0.0311447 | val_loss: 0.0311561 | Time: 2053.08 ms [2020-12-21 20:24:11 main:581] : INFO : Epoch 573 | loss: 0.0311453 | val_loss: 0.031157 | Time: 2051.72 ms [2020-12-21 20:24:13 main:581] : INFO : Epoch 574 | loss: 0.0311439 | val_loss: 0.0311599 | Time: 2044.9 ms [2020-12-21 20:24:15 main:581] : INFO : Epoch 575 | loss: 0.0311439 | val_loss: 0.0311565 | Time: 2052.24 ms [2020-12-21 20:24:17 main:581] : INFO : Epoch 576 | loss: 0.0311417 | val_loss: 0.0311553 | Time: 2043 ms [2020-12-21 20:24:19 main:581] : INFO : Epoch 577 | loss: 0.0311407 | val_loss: 0.0311549 | Time: 2051.54 ms [2020-12-21 20:24:21 main:581] : INFO : Epoch 578 | loss: 0.0311441 | val_loss: 0.0311549 | Time: 2055.16 ms [2020-12-21 20:24:23 main:581] : INFO : Epoch 579 | loss: 0.0311453 | val_loss: 0.0311558 | Time: 2053.24 ms [2020-12-21 20:24:25 main:581] : INFO : Epoch 580 | loss: 0.0311413 | val_loss: 0.0311543 | Time: 2040.05 ms [2020-12-21 20:24:27 main:581] : INFO : Epoch 581 | loss: 0.0311421 | val_loss: 0.0311601 | Time: 2052.12 ms [2020-12-21 20:24:29 main:581] : INFO : Epoch 582 | loss: 0.0311448 | val_loss: 0.0311608 | Time: 2053.33 ms [2020-12-21 20:24:31 main:581] : INFO : Epoch 583 | loss: 0.0311438 | val_loss: 0.0311545 | Time: 2051.2 ms [2020-12-21 20:24:34 main:581] : INFO : Epoch 584 | loss: 0.0311389 | val_loss: 0.0311539 | Time: 2033.67 ms [2020-12-21 20:24:36 main:581] : INFO : Epoch 585 | loss: 0.0311375 | val_loss: 0.0311528 | Time: 2043.48 ms [2020-12-21 20:24:38 main:581] : INFO : Epoch 586 | loss: 0.0311381 | val_loss: 0.0311535 | Time: 2045.06 ms [2020-12-21 20:24:40 main:581] : INFO : Epoch 587 | loss: 0.0311359 | val_loss: 0.0311531 | Time: 2045.39 ms [2020-12-21 20:24:42 main:581] : INFO : Epoch 588 | loss: 0.0311374 | val_loss: 0.0311539 | Time: 2040.56 ms [2020-12-21 20:24:44 main:581] : INFO : Epoch 589 | loss: 0.0311379 | val_loss: 0.0311542 | Time: 2047.75 ms [2020-12-21 20:24:46 main:581] : INFO : Epoch 590 | loss: 0.0311384 | val_loss: 0.0311578 | Time: 2051.06 ms [2020-12-21 20:24:48 main:581] : INFO : Epoch 591 | loss: 0.0311399 | val_loss: 0.0311596 | Time: 2039.48 ms [2020-12-21 20:24:50 main:581] : INFO : Epoch 592 | loss: 0.0311393 | val_loss: 0.0311552 | Time: 2052.96 ms [2020-12-21 20:24:52 main:581] : INFO : Epoch 593 | loss: 0.0311391 | val_loss: 0.0311532 | Time: 2053.75 ms [2020-12-21 20:24:54 main:581] : INFO : Epoch 594 | loss: 0.0311384 | val_loss: 0.0311547 | Time: 2048.45 ms [2020-12-21 20:24:56 main:581] : INFO : Epoch 595 | loss: 0.0311383 | val_loss: 0.0311535 | Time: 2047.74 ms [2020-12-21 20:24:58 main:581] : INFO : Epoch 596 | loss: 0.0311368 | val_loss: 0.0311561 | Time: 2043.89 ms [2020-12-21 20:25:00 main:581] : INFO : Epoch 597 | loss: 0.0311369 | val_loss: 0.0311546 | Time: 2055.21 ms [2020-12-21 20:25:02 main:581] : INFO : Epoch 598 | loss: 0.0311389 | val_loss: 0.0311561 | Time: 2046.16 ms [2020-12-21 20:25:04 main:581] : INFO : Epoch 599 | loss: 0.0311374 | val_loss: 0.0311565 | Time: 2049.87 ms [2020-12-21 20:25:06 main:581] : INFO : Epoch 600 | loss: 0.0311368 | val_loss: 0.0311572 | Time: 2049.72 ms [2020-12-21 20:25:08 main:581] : INFO : Epoch 601 | loss: 0.0311364 | val_loss: 0.0311539 | Time: 2049.61 ms [2020-12-21 20:25:10 main:581] : INFO : Epoch 602 | loss: 0.0311354 | val_loss: 0.0311544 | Time: 2039.65 ms [2020-12-21 20:25:12 main:581] : INFO : Epoch 603 | loss: 0.0311355 | val_loss: 0.0311539 | Time: 2045.08 ms [2020-12-21 20:25:14 main:581] : INFO : Epoch 604 | loss: 0.0311347 | val_loss: 0.0311539 | Time: 2046.77 ms [2020-12-21 20:25:16 main:581] : INFO : Epoch 605 | loss: 0.0311342 | val_loss: 0.0311532 | Time: 2045.03 ms [2020-12-21 20:25:19 main:581] : INFO : Epoch 606 | loss: 0.0311335 | val_loss: 0.0311524 | Time: 2047.09 ms [2020-12-21 20:25:21 main:581] : INFO : Epoch 607 | loss: 0.0311337 | val_loss: 0.031155 | Time: 2054.64 ms [2020-12-21 20:25:23 main:581] : INFO : Epoch 608 | loss: 0.031137 | val_loss: 0.031156 | Time: 2048.38 ms [2020-12-21 20:25:25 main:581] : INFO : Epoch 609 | loss: 0.0311377 | val_loss: 0.0311575 | Time: 2058.4 ms [2020-12-21 20:25:27 main:581] : INFO : Epoch 610 | loss: 0.0311388 | val_loss: 0.031154 | Time: 2040.42 ms [2020-12-21 20:25:29 main:581] : INFO : Epoch 611 | loss: 0.0311432 | val_loss: 0.0311554 | Time: 2048.15 ms [2020-12-21 20:25:31 main:581] : INFO : Epoch 612 | loss: 0.0311425 | val_loss: 0.0311577 | Time: 2044.51 ms [2020-12-21 20:25:33 main:581] : INFO : Epoch 613 | loss: 0.0311394 | val_loss: 0.031155 | Time: 2045.56 ms [2020-12-21 20:25:35 main:581] : INFO : Epoch 614 | loss: 0.0311393 | val_loss: 0.0311536 | Time: 2037.18 ms [2020-12-21 20:25:37 main:581] : INFO : Epoch 615 | loss: 0.0311388 | val_loss: 0.0311556 | Time: 2045.83 ms [2020-12-21 20:25:39 main:581] : INFO : Epoch 616 | loss: 0.0311394 | val_loss: 0.0311552 | Time: 2049.88 ms [2020-12-21 20:25:41 main:581] : INFO : Epoch 617 | loss: 0.0311388 | val_loss: 0.0311544 | Time: 2056.58 ms [2020-12-21 20:25:43 main:581] : INFO : Epoch 618 | loss: 0.0311389 | val_loss: 0.0311551 | Time: 2045.37 ms [2020-12-21 20:25:45 main:581] : INFO : Epoch 619 | loss: 0.0311405 | val_loss: 0.0311597 | Time: 2047 ms [2020-12-21 20:25:47 main:581] : INFO : Epoch 620 | loss: 0.0311403 | val_loss: 0.0311536 | Time: 2047.59 ms [2020-12-21 20:25:49 main:581] : INFO : Epoch 621 | loss: 0.0311402 | val_loss: 0.0311579 | Time: 2035.19 ms [2020-12-21 20:25:51 main:581] : INFO : Epoch 622 | loss: 0.0311397 | val_loss: 0.031158 | Time: 2044.26 ms [2020-12-21 20:25:53 main:581] : INFO : Epoch 623 | loss: 0.0311369 | val_loss: 0.0311577 | Time: 2040.95 ms [2020-12-21 20:25:55 main:581] : INFO : Epoch 624 | loss: 0.0311378 | val_loss: 0.0311577 | Time: 2030.47 ms [2020-12-21 20:25:57 main:581] : INFO : Epoch 625 | loss: 0.0311372 | val_loss: 0.0311574 | Time: 2039.71 ms [2020-12-21 20:25:59 main:581] : INFO : Epoch 626 | loss: 0.031137 | val_loss: 0.0311565 | Time: 2032.79 ms [2020-12-21 20:26:01 main:581] : INFO : Epoch 627 | loss: 0.0311384 | val_loss: 0.0311571 | Time: 2046.2 ms [2020-12-21 20:26:04 main:581] : INFO : Epoch 628 | loss: 0.0311403 | val_loss: 0.0311558 | Time: 2029.24 ms [2020-12-21 20:26:06 main:581] : INFO : Epoch 629 | loss: 0.0311386 | val_loss: 0.0311597 | Time: 2036.72 ms [2020-12-21 20:26:08 main:581] : INFO : Epoch 630 | loss: 0.0311385 | val_loss: 0.0311592 | Time: 2028.25 ms [2020-12-21 20:26:10 main:581] : INFO : Epoch 631 | loss: 0.031136 | val_loss: 0.0311533 | Time: 2040.36 ms [2020-12-21 20:26:12 main:581] : INFO : Epoch 632 | loss: 0.0311368 | val_loss: 0.0311552 | Time: 2038.64 ms [2020-12-21 20:26:14 main:581] : INFO : Epoch 633 | loss: 0.0311357 | val_loss: 0.0311561 | Time: 2040.85 ms [2020-12-21 20:26:16 main:581] : INFO : Epoch 634 | loss: 0.0311355 | val_loss: 0.0311552 | Time: 2042.04 ms [2020-12-21 20:26:18 main:581] : INFO : Epoch 635 | loss: 0.0311367 | val_loss: 0.0311568 | Time: 2045.71 ms [2020-12-21 20:26:20 main:581] : INFO : Epoch 636 | loss: 0.0311357 | val_loss: 0.0311552 | Time: 2033.39 ms [2020-12-21 20:26:22 main:581] : INFO : Epoch 637 | loss: 0.0311354 | val_loss: 0.0311546 | Time: 2041.77 ms [2020-12-21 20:26:24 main:581] : INFO : Epoch 638 | loss: 0.0311361 | val_loss: 0.0311539 | Time: 2042.29 ms [2020-12-21 20:26:26 main:581] : INFO : Epoch 639 | loss: 0.0311345 | val_loss: 0.0311567 | Time: 2035.14 ms [2020-12-21 20:26:28 main:581] : INFO : Epoch 640 | loss: 0.0311377 | val_loss: 0.0311545 | Time: 2040.91 ms [2020-12-21 20:26:30 main:581] : INFO : Epoch 641 | loss: 0.031136 | val_loss: 0.0311578 | Time: 2029.61 ms [2020-12-21 20:26:32 main:581] : INFO : Epoch 642 | loss: 0.0311393 | val_loss: 0.0311572 | Time: 2038.24 ms [2020-12-21 20:26:34 main:581] : INFO : Epoch 643 | loss: 0.0311398 | val_loss: 0.0311578 | Time: 2027.93 ms [2020-12-21 20:26:36 main:581] : INFO : Epoch 644 | loss: 0.0311436 | val_loss: 0.0311606 | Time: 2040.39 ms [2020-12-21 20:26:38 main:581] : INFO : Epoch 645 | loss: 0.0311392 | val_loss: 0.0311588 | Time: 2042.18 ms [2020-12-21 20:26:40 main:581] : INFO : Epoch 646 | loss: 0.0311358 | val_loss: 0.0311551 | Time: 2033.08 ms [2020-12-21 20:26:42 main:581] : INFO : Epoch 647 | loss: 0.0311339 | val_loss: 0.0311564 | Time: 2045.88 ms [2020-12-21 20:26:44 main:581] : INFO : Epoch 648 | loss: 0.0311344 | val_loss: 0.0311547 | Time: 2045.16 ms [2020-12-21 20:26:46 main:581] : INFO : Epoch 649 | loss: 0.0311338 | val_loss: 0.0311537 | Time: 2046.69 ms [2020-12-21 20:26:48 main:581] : INFO : Epoch 650 | loss: 0.031133 | val_loss: 0.0311562 | Time: 2044.72 ms [2020-12-21 20:26:50 main:581] : INFO : Epoch 651 | loss: 0.031133 | val_loss: 0.0311567 | Time: 2035.23 ms [2020-12-21 20:26:52 main:581] : INFO : Epoch 652 | loss: 0.0311345 | val_loss: 0.0311602 | Time: 2042.89 ms [2020-12-21 20:26:54 main:581] : INFO : Epoch 653 | loss: 0.0311384 | val_loss: 0.0311573 | Time: 2037.88 ms [2020-12-21 20:26:57 main:581] : INFO : Epoch 654 | loss: 0.0311333 | val_loss: 0.031155 | Time: 2048.48 ms [2020-12-21 20:26:59 main:581] : INFO : Epoch 655 | loss: 0.0311328 | val_loss: 0.0311603 | Time: 2047.24 ms [2020-12-21 20:27:01 main:581] : INFO : Epoch 656 | loss: 0.0311328 | val_loss: 0.0311539 | Time: 2042.3 ms [2020-12-21 20:27:03 main:581] : INFO : Epoch 657 | loss: 0.0311325 | val_loss: 0.0311541 | Time: 2045.47 ms [2020-12-21 20:27:05 main:581] : INFO : Epoch 658 | loss: 0.0311341 | val_loss: 0.0311562 | Time: 2044.41 ms [2020-12-21 20:27:07 main:581] : INFO : Epoch 659 | loss: 0.0311352 | val_loss: 0.0311552 | Time: 2037.66 ms [2020-12-21 20:27:09 main:581] : INFO : Epoch 660 | loss: 0.0311338 | val_loss: 0.0311577 | Time: 2039.31 ms [2020-12-21 20:27:11 main:581] : INFO : Epoch 661 | loss: 0.0311319 | val_loss: 0.0311525 | Time: 2038.66 ms [2020-12-21 20:27:13 main:581] : INFO : Epoch 662 | loss: 0.0311332 | val_loss: 0.0311516 | Time: 2040.92 ms [2020-12-21 20:27:15 main:581] : INFO : Epoch 663 | loss: 0.0311317 | val_loss: 0.0311575 | Time: 2040.81 ms [2020-12-21 20:27:17 main:581] : INFO : Epoch 664 | loss: 0.0311321 | val_loss: 0.0311574 | Time: 2040.89 ms [2020-12-21 20:27:19 main:581] : INFO : Epoch 665 | loss: 0.0311341 | val_loss: 0.0311538 | Time: 2043.02 ms [2020-12-21 20:27:21 main:581] : INFO : Epoch 666 | loss: 0.0311329 | val_loss: 0.0311513 | Time: 2043.14 ms [2020-12-21 20:27:23 main:581] : INFO : Epoch 667 | loss: 0.0311334 | val_loss: 0.0311508 | Time: 2041.24 ms [2020-12-21 20:27:25 main:581] : INFO : Epoch 668 | loss: 0.0311345 | val_loss: 0.0311516 | Time: 2052.21 ms [2020-12-21 20:27:27 main:581] : INFO : Epoch 669 | loss: 0.0311332 | val_loss: 0.0311518 | Time: 2035.74 ms [2020-12-21 20:27:29 main:581] : INFO : Epoch 670 | loss: 0.0311342 | val_loss: 0.0311526 | Time: 2026.59 ms [2020-12-21 20:27:31 main:581] : INFO : Epoch 671 | loss: 0.0311322 | val_loss: 0.0311542 | Time: 2040.64 ms [2020-12-21 20:27:33 main:581] : INFO : Epoch 672 | loss: 0.0311317 | val_loss: 0.0311555 | Time: 2040.32 ms [2020-12-21 20:27:35 main:581] : INFO : Epoch 673 | loss: 0.031133 | val_loss: 0.031153 | Time: 2037.81 ms [2020-12-21 20:27:37 main:581] : INFO : Epoch 674 | loss: 0.031132 | val_loss: 0.0311537 | Time: 2041.26 ms [2020-12-21 20:27:39 main:581] : INFO : Epoch 675 | loss: 0.0311317 | val_loss: 0.0311531 | Time: 2033.7 ms [2020-12-21 20:27:41 main:581] : INFO : Epoch 676 | loss: 0.0311309 | val_loss: 0.0311526 | Time: 2033.83 ms [2020-12-21 20:27:43 main:581] : INFO : Epoch 677 | loss: 0.0311325 | val_loss: 0.0311538 | Time: 2038.15 ms [2020-12-21 20:27:46 main:581] : INFO : Epoch 678 | loss: 0.0311318 | val_loss: 0.0311529 | Time: 2039.83 ms [2020-12-21 20:27:48 main:581] : INFO : Epoch 679 | loss: 0.0311303 | val_loss: 0.0311553 | Time: 2034.79 ms [2020-12-21 20:27:50 main:581] : INFO : Epoch 680 | loss: 0.0311301 | val_loss: 0.0311515 | Time: 2040.96 ms [2020-12-21 20:27:52 main:581] : INFO : Epoch 681 | loss: 0.0311303 | val_loss: 0.0311551 | Time: 2040.62 ms [2020-12-21 20:27:54 main:581] : INFO : Epoch 682 | loss: 0.0311325 | val_loss: 0.0311527 | Time: 2037.89 ms [2020-12-21 20:27:56 main:581] : INFO : Epoch 683 | loss: 0.0311317 | val_loss: 0.0311577 | Time: 2040.01 ms [2020-12-21 20:27:58 main:581] : INFO : Epoch 684 | loss: 0.0311308 | val_loss: 0.0311582 | Time: 2050.73 ms [2020-12-21 20:28:00 main:581] : INFO : Epoch 685 | loss: 0.0311309 | val_loss: 0.0311605 | Time: 2037.21 ms [2020-12-21 20:28:02 main:581] : INFO : Epoch 686 | loss: 0.0311303 | val_loss: 0.0311548 | Time: 2043.26 ms [2020-12-21 20:28:04 main:581] : INFO : Epoch 687 | loss: 0.031133 | val_loss: 0.0311535 | Time: 2037.09 ms [2020-12-21 20:28:06 main:581] : INFO : Epoch 688 | loss: 0.0311305 | val_loss: 0.0311553 | Time: 2037.61 ms [2020-12-21 20:28:08 main:581] : INFO : Epoch 689 | loss: 0.0311294 | val_loss: 0.0311622 | Time: 2039.14 ms [2020-12-21 20:28:10 main:581] : INFO : Epoch 690 | loss: 0.0311293 | val_loss: 0.0311547 | Time: 2041.18 ms [2020-12-21 20:28:12 main:581] : INFO : Epoch 691 | loss: 0.0311289 | val_loss: 0.0311542 | Time: 2043.67 ms [2020-12-21 20:28:14 main:581] : INFO : Epoch 692 | loss: 0.0311384 | val_loss: 0.031156 | Time: 2040.65 ms [2020-12-21 20:28:16 main:581] : INFO : Epoch 693 | loss: 0.031142 | val_loss: 0.0311594 | Time: 2039.23 ms [2020-12-21 20:28:18 main:581] : INFO : Epoch 694 | loss: 0.0311384 | val_loss: 0.0311574 | Time: 2037.24 ms [2020-12-21 20:28:20 main:581] : INFO : Epoch 695 | loss: 0.0311381 | val_loss: 0.0311587 | Time: 2037.56 ms [2020-12-21 20:28:22 main:581] : INFO : Epoch 696 | loss: 0.0311382 | val_loss: 0.031163 | Time: 2030.56 ms [2020-12-21 20:28:24 main:581] : INFO : Epoch 697 | loss: 0.0311379 | val_loss: 0.0311566 | Time: 2031.85 ms [2020-12-21 20:28:26 main:581] : INFO : Epoch 698 | loss: 0.0311362 | val_loss: 0.0311627 | Time: 2040.84 ms [2020-12-21 20:28:28 main:581] : INFO : Epoch 699 | loss: 0.0311355 | val_loss: 0.0311605 | Time: 2029.97 ms [2020-12-21 20:28:30 main:581] : INFO : Epoch 700 | loss: 0.0311362 | val_loss: 0.0311575 | Time: 2041.44 ms [2020-12-21 20:28:32 main:581] : INFO : Epoch 701 | loss: 0.0311337 | val_loss: 0.0311536 | Time: 2030.73 ms [2020-12-21 20:28:34 main:581] : INFO : Epoch 702 | loss: 0.0311323 | val_loss: 0.0311539 | Time: 2041.04 ms [2020-12-21 20:28:36 main:581] : INFO : Epoch 703 | loss: 0.0311313 | val_loss: 0.0311557 | Time: 2041.11 ms [2020-12-21 20:28:39 main:581] : INFO : Epoch 704 | loss: 0.0311342 | val_loss: 0.0311614 | Time: 2043.69 ms [2020-12-21 20:28:41 main:581] : INFO : Epoch 705 | loss: 0.0311376 | val_loss: 0.0311577 | Time: 2039.46 ms [2020-12-21 20:28:43 main:581] : INFO : Epoch 706 | loss: 0.031135 | val_loss: 0.0311543 | Time: 2032.35 ms [2020-12-21 20:28:45 main:581] : INFO : Epoch 707 | loss: 0.0311401 | val_loss: 0.031156 | Time: 2042.32 ms [2020-12-21 20:28:47 main:581] : INFO : Epoch 708 | loss: 0.0311445 | val_loss: 0.0311593 | Time: 2044.49 ms [2020-12-21 20:28:49 main:581] : INFO : Epoch 709 | loss: 0.0311458 | val_loss: 0.0311572 | Time: 2040.96 ms [2020-12-21 20:28:51 main:581] : INFO : Epoch 710 | loss: 0.0311423 | val_loss: 0.0311547 | Time: 2039.84 ms [2020-12-21 20:28:53 main:581] : INFO : Epoch 711 | loss: 0.0311401 | val_loss: 0.0311565 | Time: 2033.96 ms [2020-12-21 20:28:55 main:581] : INFO : Epoch 712 | loss: 0.0311457 | val_loss: 0.0311609 | Time: 2043.13 ms [2020-12-21 20:28:57 main:581] : INFO : Epoch 713 | loss: 0.0311474 | val_loss: 0.0311608 | Time: 2031.09 ms [2020-12-21 20:28:59 main:581] : INFO : Epoch 714 | loss: 0.0311509 | val_loss: 0.031163 | Time: 2037.76 ms [2020-12-21 20:29:01 main:581] : INFO : Epoch 715 | loss: 0.0311504 | val_loss: 0.0311629 | Time: 2034.51 ms [2020-12-21 20:29:03 main:581] : INFO : Epoch 716 | loss: 0.0311498 | val_loss: 0.0311596 | Time: 2041.27 ms [2020-12-21 20:29:05 main:581] : INFO : Epoch 717 | loss: 0.0311486 | val_loss: 0.031163 | Time: 2033.34 ms [2020-12-21 20:29:07 main:581] : INFO : Epoch 718 | loss: 0.0311481 | val_loss: 0.031163 | Time: 2040.31 ms [2020-12-21 20:29:09 main:581] : INFO : Epoch 719 | loss: 0.0311475 | val_loss: 0.0311587 | Time: 2031.53 ms [2020-12-21 20:29:11 main:581] : INFO : Epoch 720 | loss: 0.0311458 | val_loss: 0.0311608 | Time: 2038.52 ms [2020-12-21 20:29:13 main:581] : INFO : Epoch 721 | loss: 0.0311446 | val_loss: 0.031159 | Time: 2034.94 ms [2020-12-21 20:29:15 main:581] : INFO : Epoch 722 | loss: 0.0311436 | val_loss: 0.0311607 | Time: 2039.95 ms [2020-12-21 20:29:17 main:581] : INFO : Epoch 723 | loss: 0.0311431 | val_loss: 0.0311611 | Time: 2039.86 ms [2020-12-21 20:29:19 main:581] : INFO : Epoch 724 | loss: 0.0311431 | val_loss: 0.0311661 | Time: 2042.3 ms [2020-12-21 20:29:21 main:581] : INFO : Epoch 725 | loss: 0.031144 | val_loss: 0.0311608 | Time: 2047.85 ms [2020-12-21 20:29:23 main:581] : INFO : Epoch 726 | loss: 0.031142 | val_loss: 0.0311607 | Time: 2038.45 ms [2020-12-21 20:29:25 main:581] : INFO : Epoch 727 | loss: 0.0311437 | val_loss: 0.0311619 | Time: 2045.67 ms [2020-12-21 20:29:27 main:581] : INFO : Epoch 728 | loss: 0.0311441 | val_loss: 0.0311607 | Time: 2037.24 ms [2020-12-21 20:29:30 main:581] : INFO : Epoch 729 | loss: 0.0311419 | val_loss: 0.0311588 | Time: 2047.05 ms [2020-12-21 20:29:32 main:581] : INFO : Epoch 730 | loss: 0.0311445 | val_loss: 0.0311606 | Time: 2044.3 ms [2020-12-21 20:29:34 main:581] : INFO : Epoch 731 | loss: 0.0311389 | val_loss: 0.0311588 | Time: 2045.88 ms [2020-12-21 20:29:36 main:581] : INFO : Epoch 732 | loss: 0.0311392 | val_loss: 0.0311571 | Time: 2044.17 ms [2020-12-21 20:29:38 main:581] : INFO : Epoch 733 | loss: 0.0311365 | val_loss: 0.0311592 | Time: 2041.76 ms [2020-12-21 20:29:40 main:581] : INFO : Epoch 734 | loss: 0.0311387 | val_loss: 0.0311598 | Time: 2040.95 ms [2020-12-21 20:29:42 main:581] : INFO : Epoch 735 | loss: 0.0311406 | val_loss: 0.0311574 | Time: 2034.35 ms [2020-12-21 20:29:44 main:581] : INFO : Epoch 736 | loss: 0.0311358 | val_loss: 0.0311642 | Time: 2045.14 ms [2020-12-21 20:29:46 main:581] : INFO : Epoch 737 | loss: 0.0311366 | val_loss: 0.0311596 | Time: 2046.14 ms [2020-12-21 20:29:48 main:581] : INFO : Epoch 738 | loss: 0.0311376 | val_loss: 0.0311707 | Time: 2037.01 ms [2020-12-21 20:29:50 main:581] : INFO : Epoch 739 | loss: 0.0311408 | val_loss: 0.0311589 | Time: 2042.4 ms [2020-12-21 20:29:52 main:581] : INFO : Epoch 740 | loss: 0.0311349 | val_loss: 0.0311632 | Time: 2043.2 ms [2020-12-21 20:29:54 main:581] : INFO : Epoch 741 | loss: 0.0311343 | val_loss: 0.0311638 | Time: 2041.87 ms [2020-12-21 20:29:56 main:581] : INFO : Epoch 742 | loss: 0.0311362 | val_loss: 0.0311659 | Time: 2039.98 ms [2020-12-21 20:29:58 main:581] : INFO : Epoch 743 | loss: 0.031151 | val_loss: 0.0311647 | Time: 2033.27 ms [2020-12-21 20:30:00 main:581] : INFO : Epoch 744 | loss: 0.0311491 | val_loss: 0.031158 | Time: 2039.52 ms [2020-12-21 20:30:02 main:581] : INFO : Epoch 745 | loss: 0.0311451 | val_loss: 0.0311573 | Time: 2036.58 ms [2020-12-21 20:30:04 main:581] : INFO : Epoch 746 | loss: 0.0311429 | val_loss: 0.0311607 | Time: 2044.16 ms [2020-12-21 20:30:06 main:581] : INFO : Epoch 747 | loss: 0.0311432 | val_loss: 0.0311549 | Time: 2043.79 ms [2020-12-21 20:30:08 main:581] : INFO : Epoch 748 | loss: 0.0311412 | val_loss: 0.031157 | Time: 2045.76 ms [2020-12-21 20:30:10 main:581] : INFO : Epoch 749 | loss: 0.0311431 | val_loss: 0.0311576 | Time: 2035.43 ms [2020-12-21 20:30:12 main:581] : INFO : Epoch 750 | loss: 0.0311444 | val_loss: 0.031153 | Time: 2041.17 ms [2020-12-21 20:30:14 main:581] : INFO : Epoch 751 | loss: 0.0311421 | val_loss: 0.0311564 | Time: 2039.46 ms [2020-12-21 20:30:16 main:581] : INFO : Epoch 752 | loss: 0.0311413 | val_loss: 0.0311529 | Time: 2042.38 ms [2020-12-21 20:30:19 main:581] : INFO : Epoch 753 | loss: 0.0311392 | val_loss: 0.0311521 | Time: 2045.77 ms [2020-12-21 20:30:21 main:581] : INFO : Epoch 754 | loss: 0.0311402 | val_loss: 0.0311554 | Time: 2043.72 ms [2020-12-21 20:30:23 main:581] : INFO : Epoch 755 | loss: 0.0311385 | val_loss: 0.031155 | Time: 2034.93 ms [2020-12-21 20:30:25 main:581] : INFO : Epoch 756 | loss: 0.0311386 | val_loss: 0.0311516 | Time: 2043.53 ms [2020-12-21 20:30:27 main:581] : INFO : Epoch 757 | loss: 0.0311385 | val_loss: 0.0311508 | Time: 2043.72 ms [2020-12-21 20:30:29 main:581] : INFO : Epoch 758 | loss: 0.0311401 | val_loss: 0.0311578 | Time: 2040.33 ms [2020-12-21 20:30:31 main:581] : INFO : Epoch 759 | loss: 0.0311417 | val_loss: 0.0311575 | Time: 2042.13 ms [2020-12-21 20:30:33 main:581] : INFO : Epoch 760 | loss: 0.0311436 | val_loss: 0.0311571 | Time: 2038.86 ms [2020-12-21 20:30:35 main:581] : INFO : Epoch 761 | loss: 0.0311444 | val_loss: 0.0311596 | Time: 2041 ms [2020-12-21 20:30:37 main:581] : INFO : Epoch 762 | loss: 0.031142 | val_loss: 0.0311582 | Time: 2039.48 ms [2020-12-21 20:30:39 main:581] : INFO : Epoch 763 | loss: 0.0311417 | val_loss: 0.0311587 | Time: 2039.43 ms [2020-12-21 20:30:41 main:581] : INFO : Epoch 764 | loss: 0.0311399 | val_loss: 0.0311577 | Time: 2043 ms [2020-12-21 20:30:43 main:581] : INFO : Epoch 765 | loss: 0.0311405 | val_loss: 0.0311601 | Time: 2033.07 ms [2020-12-21 20:30:45 main:581] : INFO : Epoch 766 | loss: 0.0311438 | val_loss: 0.0311604 | Time: 2041.54 ms [2020-12-21 20:30:47 main:581] : INFO : Epoch 767 | loss: 0.031144 | val_loss: 0.0311593 | Time: 2043.01 ms [2020-12-21 20:30:49 main:581] : INFO : Epoch 768 | loss: 0.0311436 | val_loss: 0.0311561 | Time: 2046.2 ms [2020-12-21 20:30:51 main:581] : INFO : Epoch 769 | loss: 0.0311422 | val_loss: 0.0311569 | Time: 2032.71 ms [2020-12-21 20:30:53 main:581] : INFO : Epoch 770 | loss: 0.0311402 | val_loss: 0.0311556 | Time: 2040.58 ms [2020-12-21 20:30:55 main:581] : INFO : Epoch 771 | loss: 0.0311382 | val_loss: 0.0311576 | Time: 2040.81 ms [2020-12-21 20:30:57 main:581] : INFO : Epoch 772 | loss: 0.0311392 | val_loss: 0.0311561 | Time: 2044.45 ms [2020-12-21 20:30:59 main:581] : INFO : Epoch 773 | loss: 0.031138 | val_loss: 0.0311561 | Time: 2037.64 ms [2020-12-21 20:31:01 main:581] : INFO : Epoch 774 | loss: 0.0311369 | val_loss: 0.031157 | Time: 2041.32 ms [2020-12-21 20:31:03 main:581] : INFO : Epoch 775 | loss: 0.0311364 | val_loss: 0.0311556 | Time: 2036.4 ms [2020-12-21 20:31:05 main:581] : INFO : Epoch 776 | loss: 0.0311366 | val_loss: 0.0311566 | Time: 2049.81 ms [2020-12-21 20:31:07 main:581] : INFO : Epoch 777 | loss: 0.0311359 | val_loss: 0.0311602 | Time: 2042.7 ms [2020-12-21 20:31:10 main:581] : INFO : Epoch 778 | loss: 0.0311367 | val_loss: 0.0311559 | Time: 2044.27 ms [2020-12-21 20:31:12 main:581] : INFO : Epoch 779 | loss: 0.031136 | val_loss: 0.0311554 | Time: 2048.97 ms [2020-12-21 20:31:14 main:581] : INFO : Epoch 780 | loss: 0.0311356 | val_loss: 0.031157 | Time: 2042.93 ms [2020-12-21 20:31:16 main:581] : INFO : Epoch 781 | loss: 0.0311354 | val_loss: 0.0311596 | Time: 2040.73 ms [2020-12-21 20:31:18 main:581] : INFO : Epoch 782 | loss: 0.0311358 | val_loss: 0.0311565 | Time: 2034.74 ms [2020-12-21 20:31:20 main:581] : INFO : Epoch 783 | loss: 0.0311352 | val_loss: 0.0311553 | Time: 2040.83 ms [2020-12-21 20:31:22 main:581] : INFO : Epoch 784 | loss: 0.031137 | val_loss: 0.031158 | Time: 2041.28 ms [2020-12-21 20:31:24 main:581] : INFO : Epoch 785 | loss: 0.0311352 | val_loss: 0.0311537 | Time: 2045.08 ms [2020-12-21 20:31:26 main:581] : INFO : Epoch 786 | loss: 0.0311345 | val_loss: 0.0311551 | Time: 2044.36 ms [2020-12-21 20:31:28 main:581] : INFO : Epoch 787 | loss: 0.0311354 | val_loss: 0.0311567 | Time: 2045.4 ms [2020-12-21 20:31:30 main:581] : INFO : Epoch 788 | loss: 0.0311382 | val_loss: 0.0311571 | Time: 2042.38 ms [2020-12-21 20:31:32 main:581] : INFO : Epoch 789 | loss: 0.0311368 | val_loss: 0.031156 | Time: 2042.92 ms [2020-12-21 20:31:34 main:581] : INFO : Epoch 790 | loss: 0.0311357 | val_loss: 0.0311604 | Time: 2038.34 ms [2020-12-21 20:31:36 main:581] : INFO : Epoch 791 | loss: 0.0311374 | val_loss: 0.0311596 | Time: 2040.69 ms [2020-12-21 20:31:38 main:581] : INFO : Epoch 792 | loss: 0.0311369 | val_loss: 0.0311557 | Time: 2039.32 ms [2020-12-21 20:31:40 main:581] : INFO : Epoch 793 | loss: 0.031136 | val_loss: 0.0311563 | Time: 2039.35 ms [2020-12-21 20:31:42 main:581] : INFO : Epoch 794 | loss: 0.0311365 | val_loss: 0.0311536 | Time: 2039.93 ms [2020-12-21 20:31:44 main:581] : INFO : Epoch 795 | loss: 0.0311343 | val_loss: 0.0311567 | Time: 2039.07 ms [2020-12-21 20:31:46 main:581] : INFO : Epoch 796 | loss: 0.0311344 | val_loss: 0.0311538 | Time: 2037.99 ms [2020-12-21 20:31:48 main:581] : INFO : Epoch 797 | loss: 0.0311363 | val_loss: 0.0311584 | Time: 2038.79 ms [2020-12-21 20:31:50 main:581] : INFO : Epoch 798 | loss: 0.0311347 | val_loss: 0.0311582 | Time: 2041.75 ms [2020-12-21 20:31:52 main:581] : INFO : Epoch 799 | loss: 0.0311362 | val_loss: 0.0311592 | Time: 2040.03 ms [2020-12-21 20:31:54 main:581] : INFO : Epoch 800 | loss: 0.0311354 | val_loss: 0.0311606 | Time: 2033.12 ms [2020-12-21 20:31:56 main:581] : INFO : Epoch 801 | loss: 0.0311357 | val_loss: 0.0311533 | Time: 2042.24 ms [2020-12-21 20:31:59 main:581] : INFO : Epoch 802 | loss: 0.0311345 | val_loss: 0.0311601 | Time: 2042.01 ms [2020-12-21 20:32:01 main:581] : INFO : Epoch 803 | loss: 0.031134 | val_loss: 0.0311562 | Time: 2039.82 ms [2020-12-21 20:32:03 main:581] : INFO : Epoch 804 | loss: 0.0311333 | val_loss: 0.0311546 | Time: 2039.99 ms [2020-12-21 20:32:05 main:581] : INFO : Epoch 805 | loss: 0.0311339 | val_loss: 0.0311568 | Time: 2031.79 ms [2020-12-21 20:32:07 main:581] : INFO : Epoch 806 | loss: 0.0311355 | val_loss: 0.0311574 | Time: 2040.58 ms [2020-12-21 20:32:09 main:581] : INFO : Epoch 807 | loss: 0.0311334 | val_loss: 0.0311556 | Time: 2042.69 ms [2020-12-21 20:32:11 main:581] : INFO : Epoch 808 | loss: 0.0311345 | val_loss: 0.0311562 | Time: 2050 ms [2020-12-21 20:32:13 main:581] : INFO : Epoch 809 | loss: 0.0311335 | val_loss: 0.0311547 | Time: 2040.38 ms [2020-12-21 20:32:15 main:581] : INFO : Epoch 810 | loss: 0.0311387 | val_loss: 0.0311558 | Time: 2037.6 ms [2020-12-21 20:32:17 main:581] : INFO : Epoch 811 | loss: 0.031138 | val_loss: 0.0311542 | Time: 2040.73 ms [2020-12-21 20:32:19 main:581] : INFO : Epoch 812 | loss: 0.0311365 | val_loss: 0.0311571 | Time: 2029.53 ms [2020-12-21 20:32:21 main:581] : INFO : Epoch 813 | loss: 0.0311382 | val_loss: 0.0311522 | Time: 2030.45 ms [2020-12-21 20:32:23 main:581] : INFO : Epoch 814 | loss: 0.0311358 | val_loss: 0.0311559 | Time: 2038.76 ms [2020-12-21 20:32:25 main:581] : INFO : Epoch 815 | loss: 0.0311346 | val_loss: 0.0311531 | Time: 2041.12 ms [2020-12-21 20:32:27 main:581] : INFO : Epoch 816 | loss: 0.0311335 | val_loss: 0.0311554 | Time: 2038.07 ms [2020-12-21 20:32:29 main:581] : INFO : Epoch 817 | loss: 0.031133 | val_loss: 0.0311539 | Time: 2040.45 ms [2020-12-21 20:32:31 main:581] : INFO : Epoch 818 | loss: 0.0311344 | val_loss: 0.0311525 | Time: 2040.83 ms [2020-12-21 20:32:33 main:581] : INFO : Epoch 819 | loss: 0.0311387 | val_loss: 0.0311554 | Time: 2043.14 ms [2020-12-21 20:32:35 main:581] : INFO : Epoch 820 | loss: 0.0311445 | val_loss: 0.0311633 | Time: 2040.29 ms [2020-12-21 20:32:37 main:581] : INFO : Epoch 821 | loss: 0.0311462 | val_loss: 0.0311623 | Time: 2033.26 ms [2020-12-21 20:32:39 main:581] : INFO : Epoch 822 | loss: 0.0311499 | val_loss: 0.0311682 | Time: 2041.64 ms [2020-12-21 20:32:41 main:581] : INFO : Epoch 823 | loss: 0.0311558 | val_loss: 0.0311746 | Time: 2037.72 ms [2020-12-21 20:32:43 main:581] : INFO : Epoch 824 | loss: 0.0311519 | val_loss: 0.0311637 | Time: 2041.66 ms [2020-12-21 20:32:45 main:581] : INFO : Epoch 825 | loss: 0.0311458 | val_loss: 0.0311613 | Time: 2040.67 ms [2020-12-21 20:32:47 main:581] : INFO : Epoch 826 | loss: 0.0311485 | val_loss: 0.0311616 | Time: 2042.41 ms [2020-12-21 20:32:50 main:581] : INFO : Epoch 827 | loss: 0.0311487 | val_loss: 0.0311593 | Time: 2040.73 ms [2020-12-21 20:32:52 main:581] : INFO : Epoch 828 | loss: 0.0311449 | val_loss: 0.0311591 | Time: 2044.03 ms [2020-12-21 20:32:54 main:581] : INFO : Epoch 829 | loss: 0.0311424 | val_loss: 0.0311571 | Time: 2042.45 ms [2020-12-21 20:32:56 main:581] : INFO : Epoch 830 | loss: 0.0311417 | val_loss: 0.0311562 | Time: 2031.91 ms [2020-12-21 20:32:58 main:581] : INFO : Epoch 831 | loss: 0.0311423 | val_loss: 0.0311604 | Time: 2041.22 ms [2020-12-21 20:33:00 main:581] : INFO : Epoch 832 | loss: 0.0311434 | val_loss: 0.0311572 | Time: 2030.39 ms [2020-12-21 20:33:02 main:581] : INFO : Epoch 833 | loss: 0.0311414 | val_loss: 0.0311525 | Time: 2048.96 ms [2020-12-21 20:33:04 main:581] : INFO : Epoch 834 | loss: 0.0311404 | val_loss: 0.0311521 | Time: 2030.41 ms [2020-12-21 20:33:06 main:581] : INFO : Epoch 835 | loss: 0.0311409 | val_loss: 0.0311626 | Time: 2041.01 ms [2020-12-21 20:33:08 main:581] : INFO : Epoch 836 | loss: 0.0311474 | val_loss: 0.0311585 | Time: 2031.88 ms [2020-12-21 20:33:10 main:581] : INFO : Epoch 837 | loss: 0.0311432 | val_loss: 0.0311551 | Time: 2038.79 ms [2020-12-21 20:33:12 main:581] : INFO : Epoch 838 | loss: 0.0311411 | val_loss: 0.0311544 | Time: 2039.14 ms [2020-12-21 20:33:14 main:581] : INFO : Epoch 839 | loss: 0.0311411 | val_loss: 0.0311545 | Time: 2041.56 ms [2020-12-21 20:33:16 main:581] : INFO : Epoch 840 | loss: 0.0311403 | val_loss: 0.031154 | Time: 2040.83 ms [2020-12-21 20:33:18 main:581] : INFO : Epoch 841 | loss: 0.0311398 | val_loss: 0.0311563 | Time: 2028.61 ms [2020-12-21 20:33:20 main:581] : INFO : Epoch 842 | loss: 0.0311406 | val_loss: 0.0311528 | Time: 2037.62 ms [2020-12-21 20:33:22 main:581] : INFO : Epoch 843 | loss: 0.0311384 | val_loss: 0.031157 | Time: 2038.79 ms [2020-12-21 20:33:24 main:581] : INFO : Epoch 844 | loss: 0.0311455 | val_loss: 0.0311596 | Time: 2039.11 ms [2020-12-21 20:33:26 main:581] : INFO : Epoch 845 | loss: 0.0311488 | val_loss: 0.0311588 | Time: 2038.7 ms [2020-12-21 20:33:28 main:581] : INFO : Epoch 846 | loss: 0.031148 | val_loss: 0.0311598 | Time: 2038.21 ms [2020-12-21 20:33:30 main:581] : INFO : Epoch 847 | loss: 0.0311458 | val_loss: 0.0311588 | Time: 2039.41 ms [2020-12-21 20:33:32 main:581] : INFO : Epoch 848 | loss: 0.0311453 | val_loss: 0.0311591 | Time: 2040.33 ms [2020-12-21 20:33:34 main:581] : INFO : Epoch 849 | loss: 0.0311452 | val_loss: 0.0311566 | Time: 2033.79 ms [2020-12-21 20:33:36 main:581] : INFO : Epoch 850 | loss: 0.0311413 | val_loss: 0.0311535 | Time: 2037.57 ms [2020-12-21 20:33:38 main:581] : INFO : Epoch 851 | loss: 0.0311394 | val_loss: 0.0311541 | Time: 2040.51 ms [2020-12-21 20:33:40 main:581] : INFO : Epoch 852 | loss: 0.0311392 | val_loss: 0.0311559 | Time: 2039.54 ms [2020-12-21 20:33:43 main:581] : INFO : Epoch 853 | loss: 0.0311377 | val_loss: 0.0311538 | Time: 2039.94 ms [2020-12-21 20:33:45 main:581] : INFO : Epoch 854 | loss: 0.031138 | val_loss: 0.0311545 | Time: 2045.63 ms [2020-12-21 20:33:47 main:581] : INFO : Epoch 855 | loss: 0.0311381 | val_loss: 0.0311576 | Time: 2039.6 ms [2020-12-21 20:33:49 main:581] : INFO : Epoch 856 | loss: 0.031137 | val_loss: 0.0311546 | Time: 2033.25 ms [2020-12-21 20:33:51 main:581] : INFO : Epoch 857 | loss: 0.0311378 | val_loss: 0.0311551 | Time: 2047.17 ms [2020-12-21 20:33:53 main:581] : INFO : Epoch 858 | loss: 0.031137 | val_loss: 0.0311554 | Time: 2040.42 ms [2020-12-21 20:33:55 main:581] : INFO : Epoch 859 | loss: 0.031135 | val_loss: 0.0311568 | Time: 2041.68 ms [2020-12-21 20:33:57 main:581] : INFO : Epoch 860 | loss: 0.031137 | val_loss: 0.0311554 | Time: 2035.39 ms [2020-12-21 20:33:59 main:581] : INFO : Epoch 861 | loss: 0.0311346 | val_loss: 0.0311517 | Time: 2041.4 ms [2020-12-21 20:34:01 main:581] : INFO : Epoch 862 | loss: 0.0311399 | val_loss: 0.0311583 | Time: 2039.88 ms [2020-12-21 20:34:03 main:581] : INFO : Epoch 863 | loss: 0.0311423 | val_loss: 0.0311596 | Time: 2041.84 ms [2020-12-21 20:34:05 main:581] : INFO : Epoch 864 | loss: 0.0311419 | val_loss: 0.0311555 | Time: 2039.52 ms [2020-12-21 20:34:07 main:581] : INFO : Epoch 865 | loss: 0.031138 | val_loss: 0.0311565 | Time: 2041.21 ms [2020-12-21 20:34:09 main:581] : INFO : Epoch 866 | loss: 0.031138 | val_loss: 0.0311545 | Time: 2034.07 ms [2020-12-21 20:34:11 main:581] : INFO : Epoch 867 | loss: 0.031137 | val_loss: 0.0311551 | Time: 2033.22 ms [2020-12-21 20:34:13 main:581] : INFO : Epoch 868 | loss: 0.031138 | val_loss: 0.0311528 | Time: 2041.96 ms [2020-12-21 20:34:15 main:581] : INFO : Epoch 869 | loss: 0.0311377 | val_loss: 0.0311529 | Time: 2036.26 ms [2020-12-21 20:34:17 main:581] : INFO : Epoch 870 | loss: 0.0311379 | val_loss: 0.0311552 | Time: 2041.05 ms [2020-12-21 20:34:19 main:581] : INFO : Epoch 871 | loss: 0.0311366 | val_loss: 0.0311524 | Time: 2034.5 ms [2020-12-21 20:34:21 main:581] : INFO : Epoch 872 | loss: 0.0311345 | val_loss: 0.0311533 | Time: 2040.9 ms [2020-12-21 20:34:23 main:581] : INFO : Epoch 873 | loss: 0.0311357 | val_loss: 0.0311566 | Time: 2043.01 ms [2020-12-21 20:34:25 main:581] : INFO : Epoch 874 | loss: 0.0311359 | val_loss: 0.0311546 | Time: 2031.42 ms [2020-12-21 20:34:27 main:581] : INFO : Epoch 875 | loss: 0.0311338 | val_loss: 0.0311532 | Time: 2039.42 ms [2020-12-21 20:34:29 main:581] : INFO : Epoch 876 | loss: 0.0311329 | val_loss: 0.031158 | Time: 2044.35 ms [2020-12-21 20:34:31 main:581] : INFO : Epoch 877 | loss: 0.0311347 | val_loss: 0.0311627 | Time: 2040.83 ms [2020-12-21 20:34:34 main:581] : INFO : Epoch 878 | loss: 0.0311357 | val_loss: 0.0311559 | Time: 2040.55 ms [2020-12-21 20:34:36 main:581] : INFO : Epoch 879 | loss: 0.0311347 | val_loss: 0.031151 | Time: 2042.05 ms [2020-12-21 20:34:38 main:581] : INFO : Epoch 880 | loss: 0.0311364 | val_loss: 0.0311559 | Time: 2043.06 ms [2020-12-21 20:34:40 main:581] : INFO : Epoch 881 | loss: 0.0311361 | val_loss: 0.0311539 | Time: 2040.26 ms [2020-12-21 20:34:42 main:581] : INFO : Epoch 882 | loss: 0.0311378 | val_loss: 0.0311582 | Time: 2041.28 ms [2020-12-21 20:34:44 main:581] : INFO : Epoch 883 | loss: 0.0311397 | val_loss: 0.0311538 | Time: 2035.44 ms [2020-12-21 20:34:46 main:581] : INFO : Epoch 884 | loss: 0.0311332 | val_loss: 0.0311503 | Time: 2042.65 ms [2020-12-21 20:34:48 main:581] : INFO : Epoch 885 | loss: 0.0311356 | val_loss: 0.0311505 | Time: 2042.04 ms [2020-12-21 20:34:50 main:581] : INFO : Epoch 886 | loss: 0.0311391 | val_loss: 0.0311512 | Time: 2043.51 ms [2020-12-21 20:34:52 main:581] : INFO : Epoch 887 | loss: 0.0311388 | val_loss: 0.0311516 | Time: 2042.9 ms [2020-12-21 20:34:54 main:581] : INFO : Epoch 888 | loss: 0.0311366 | val_loss: 0.0311523 | Time: 2035.86 ms [2020-12-21 20:34:56 main:581] : INFO : Epoch 889 | loss: 0.0311448 | val_loss: 0.0311512 | Time: 2044.9 ms [2020-12-21 20:34:58 main:581] : INFO : Epoch 890 | loss: 0.0311439 | val_loss: 0.0311549 | Time: 2042.08 ms [2020-12-21 20:35:00 main:581] : INFO : Epoch 891 | loss: 0.0311412 | val_loss: 0.0311515 | Time: 2039.66 ms [2020-12-21 20:35:02 main:581] : INFO : Epoch 892 | loss: 0.0311406 | val_loss: 0.0311506 | Time: 2032.54 ms [2020-12-21 20:35:04 main:581] : INFO : Epoch 893 | loss: 0.0311386 | val_loss: 0.0311499 | Time: 2049.56 ms [2020-12-21 20:35:06 main:581] : INFO : Epoch 894 | loss: 0.0311375 | val_loss: 0.0311479 | Time: 2034.02 ms [2020-12-21 20:35:08 main:581] : INFO : Epoch 895 | loss: 0.0311394 | val_loss: 0.0311547 | Time: 2038.83 ms [2020-12-21 20:35:10 main:581] : INFO : Epoch 896 | loss: 0.0311401 | val_loss: 0.0311578 | Time: 2033 ms [2020-12-21 20:35:12 main:581] : INFO : Epoch 897 | loss: 0.0311355 | val_loss: 0.0311513 | Time: 2042.38 ms [2020-12-21 20:35:14 main:581] : INFO : Epoch 898 | loss: 0.0311336 | val_loss: 0.03115 | Time: 2042.46 ms [2020-12-21 20:35:16 main:581] : INFO : Epoch 899 | loss: 0.0311321 | val_loss: 0.031149 | Time: 2033.57 ms [2020-12-21 20:35:18 main:581] : INFO : Epoch 900 | loss: 0.0311366 | val_loss: 0.0311611 | Time: 2040.93 ms [2020-12-21 20:35:20 main:581] : INFO : Epoch 901 | loss: 0.0311358 | val_loss: 0.0311482 | Time: 2044.01 ms [2020-12-21 20:35:22 main:581] : INFO : Epoch 902 | loss: 0.0311407 | val_loss: 0.0311544 | Time: 2042.72 ms [2020-12-21 20:35:25 main:581] : INFO : Epoch 903 | loss: 0.0311439 | val_loss: 0.0311527 | Time: 2041.06 ms [2020-12-21 20:35:27 main:581] : INFO : Epoch 904 | loss: 0.0311387 | val_loss: 0.0311505 | Time: 2041.93 ms [2020-12-21 20:35:29 main:581] : INFO : Epoch 905 | loss: 0.0311378 | val_loss: 0.0311505 | Time: 2041.68 ms [2020-12-21 20:35:31 main:581] : INFO : Epoch 906 | loss: 0.0311357 | val_loss: 0.0311503 | Time: 2047.05 ms [2020-12-21 20:35:33 main:581] : INFO : Epoch 907 | loss: 0.0311349 | val_loss: 0.0311522 | Time: 2035.86 ms [2020-12-21 20:35:35 main:581] : INFO : Epoch 908 | loss: 0.0311366 | val_loss: 0.0311534 | Time: 2041.54 ms [2020-12-21 20:35:37 main:581] : INFO : Epoch 909 | loss: 0.0311371 | val_loss: 0.0311537 | Time: 2043.96 ms [2020-12-21 20:35:39 main:581] : INFO : Epoch 910 | loss: 0.0311347 | val_loss: 0.0311514 | Time: 2050.83 ms [2020-12-21 20:35:41 main:581] : INFO : Epoch 911 | loss: 0.0311342 | val_loss: 0.0311549 | Time: 2045.01 ms [2020-12-21 20:35:43 main:581] : INFO : Epoch 912 | loss: 0.0311348 | val_loss: 0.0311594 | Time: 2043.82 ms [2020-12-21 20:35:45 main:581] : INFO : Epoch 913 | loss: 0.0311356 | val_loss: 0.0311545 | Time: 2045.9 ms [2020-12-21 20:35:47 main:581] : INFO : Epoch 914 | loss: 0.0311337 | val_loss: 0.0311517 | Time: 2041.79 ms [2020-12-21 20:35:49 main:581] : INFO : Epoch 915 | loss: 0.0311333 | val_loss: 0.0311553 | Time: 2045.35 ms [2020-12-21 20:35:51 main:581] : INFO : Epoch 916 | loss: 0.0311336 | val_loss: 0.0311545 | Time: 2037.51 ms [2020-12-21 20:35:53 main:581] : INFO : Epoch 917 | loss: 0.0311324 | val_loss: 0.0311544 | Time: 2047.19 ms [2020-12-21 20:35:55 main:581] : INFO : Epoch 918 | loss: 0.0311331 | val_loss: 0.0311536 | Time: 2047.67 ms [2020-12-21 20:35:57 main:581] : INFO : Epoch 919 | loss: 0.0311339 | val_loss: 0.0311519 | Time: 2044.55 ms [2020-12-21 20:35:59 main:581] : INFO : Epoch 920 | loss: 0.0311328 | val_loss: 0.0311566 | Time: 2045.57 ms [2020-12-21 20:36:01 main:581] : INFO : Epoch 921 | loss: 0.0311324 | val_loss: 0.0311547 | Time: 2044.49 ms [2020-12-21 20:36:03 main:581] : INFO : Epoch 922 | loss: 0.0311316 | val_loss: 0.0311535 | Time: 2045.93 ms [2020-12-21 20:36:05 main:581] : INFO : Epoch 923 | loss: 0.0311334 | val_loss: 0.0311627 | Time: 2035.64 ms [2020-12-21 20:36:07 main:581] : INFO : Epoch 924 | loss: 0.0311351 | val_loss: 0.0311529 | Time: 2042.87 ms [2020-12-21 20:36:09 main:581] : INFO : Epoch 925 | loss: 0.0311319 | val_loss: 0.0311543 | Time: 2041.44 ms [2020-12-21 20:36:12 main:581] : INFO : Epoch 926 | loss: 0.0311327 | val_loss: 0.0311562 | Time: 2040.55 ms [2020-12-21 20:36:14 main:581] : INFO : Epoch 927 | loss: 0.0311345 | val_loss: 0.0311531 | Time: 2045.44 ms [2020-12-21 20:36:16 main:581] : INFO : Epoch 928 | loss: 0.0311348 | val_loss: 0.0311498 | Time: 2034.98 ms [2020-12-21 20:36:18 main:581] : INFO : Epoch 929 | loss: 0.0311344 | val_loss: 0.0311516 | Time: 2042.73 ms [2020-12-21 20:36:20 main:581] : INFO : Epoch 930 | loss: 0.0311307 | val_loss: 0.0311571 | Time: 2032.45 ms [2020-12-21 20:36:22 main:581] : INFO : Epoch 931 | loss: 0.0311326 | val_loss: 0.0311534 | Time: 2043.18 ms [2020-12-21 20:36:24 main:581] : INFO : Epoch 932 | loss: 0.0311313 | val_loss: 0.0311529 | Time: 2046.39 ms [2020-12-21 20:36:26 main:581] : INFO : Epoch 933 | loss: 0.0311303 | val_loss: 0.0311506 | Time: 2044.84 ms [2020-12-21 20:36:28 main:581] : INFO : Epoch 934 | loss: 0.0311306 | val_loss: 0.0311548 | Time: 2034.17 ms [2020-12-21 20:36:30 main:581] : INFO : Epoch 935 | loss: 0.0311326 | val_loss: 0.0311511 | Time: 2051 ms [2020-12-21 20:36:32 main:581] : INFO : Epoch 936 | loss: 0.0311337 | val_loss: 0.0311539 | Time: 2031.44 ms [2020-12-21 20:36:34 main:581] : INFO : Epoch 937 | loss: 0.0311335 | val_loss: 0.0311519 | Time: 2039.71 ms [2020-12-21 20:36:36 main:581] : INFO : Epoch 938 | loss: 0.0311306 | val_loss: 0.0311513 | Time: 2042.98 ms [2020-12-21 20:36:38 main:581] : INFO : Epoch 939 | loss: 0.0311314 | val_loss: 0.0311493 | Time: 2039.92 ms [2020-12-21 20:36:40 main:581] : INFO : Epoch 940 | loss: 0.0311312 | val_loss: 0.031152 | Time: 2040.38 ms [2020-12-21 20:36:42 main:581] : INFO : Epoch 941 | loss: 0.0311309 | val_loss: 0.0311509 | Time: 2040.18 ms [2020-12-21 20:36:44 main:581] : INFO : Epoch 942 | loss: 0.0311345 | val_loss: 0.0311558 | Time: 2042.96 ms [2020-12-21 20:36:46 main:581] : INFO : Epoch 943 | loss: 0.0311334 | val_loss: 0.0311509 | Time: 2043.15 ms [2020-12-21 20:36:48 main:581] : INFO : Epoch 944 | loss: 0.0311347 | val_loss: 0.031154 | Time: 2041.8 ms [2020-12-21 20:36:50 main:581] : INFO : Epoch 945 | loss: 0.0311347 | val_loss: 0.0311549 | Time: 2042.3 ms [2020-12-21 20:36:52 main:581] : INFO : Epoch 946 | loss: 0.0311328 | val_loss: 0.0311506 | Time: 2041.58 ms [2020-12-21 20:36:54 main:581] : INFO : Epoch 947 | loss: 0.0311296 | val_loss: 0.0311494 | Time: 2033.9 ms [2020-12-21 20:36:56 main:581] : INFO : Epoch 948 | loss: 0.0311311 | val_loss: 0.0311497 | Time: 2041.51 ms [2020-12-21 20:36:58 main:581] : INFO : Epoch 949 | loss: 0.0311343 | val_loss: 0.0311629 | Time: 2041.77 ms [2020-12-21 20:37:01 main:581] : INFO : Epoch 950 | loss: 0.031153 | val_loss: 0.0311775 | Time: 2037.21 ms [2020-12-21 20:37:03 main:581] : INFO : Epoch 951 | loss: 0.031437 | val_loss: 0.0312461 | Time: 2038.52 ms [2020-12-21 20:37:05 main:581] : INFO : Epoch 952 | loss: 0.0353725 | val_loss: 0.0324851 | Time: 2041.65 ms [2020-12-21 20:37:07 main:581] : INFO : Epoch 953 | loss: 0.0327185 | val_loss: 0.0314501 | Time: 2043.46 ms [2020-12-21 20:37:09 main:581] : INFO : Epoch 954 | loss: 0.031464 | val_loss: 0.0312862 | Time: 2034.61 ms [2020-12-21 20:37:11 main:581] : INFO : Epoch 955 | loss: 0.031226 | val_loss: 0.0311924 | Time: 2043.29 ms [2020-12-21 20:37:13 main:581] : INFO : Epoch 956 | loss: 0.0311793 | val_loss: 0.0311768 | Time: 2042.67 ms [2020-12-21 20:37:15 main:581] : INFO : Epoch 957 | loss: 0.031162 | val_loss: 0.0311603 | Time: 2044.9 ms [2020-12-21 20:37:17 main:581] : INFO : Epoch 958 | loss: 0.0311547 | val_loss: 0.0311579 | Time: 2044.99 ms [2020-12-21 20:37:19 main:581] : INFO : Epoch 959 | loss: 0.0311525 | val_loss: 0.0311566 | Time: 2047.08 ms [2020-12-21 20:37:21 main:581] : INFO : Epoch 960 | loss: 0.0311514 | val_loss: 0.0311561 | Time: 2042.59 ms [2020-12-21 20:37:23 main:581] : INFO : Epoch 961 | loss: 0.0311509 | val_loss: 0.0311566 | Time: 2045.24 ms [2020-12-21 20:37:25 main:581] : INFO : Epoch 962 | loss: 0.0311499 | val_loss: 0.0311579 | Time: 2043.73 ms [2020-12-21 20:37:27 main:581] : INFO : Epoch 963 | loss: 0.0311504 | val_loss: 0.0311555 | Time: 2034.64 ms [2020-12-21 20:37:29 main:581] : INFO : Epoch 964 | loss: 0.031149 | val_loss: 0.0311557 | Time: 2042.17 ms [2020-12-21 20:37:31 main:581] : INFO : Epoch 965 | loss: 0.0311479 | val_loss: 0.0311534 | Time: 2044.89 ms [2020-12-21 20:37:33 main:581] : INFO : Epoch 966 | loss: 0.0311467 | val_loss: 0.0311537 | Time: 2045.1 ms [2020-12-21 20:37:35 main:581] : INFO : Epoch 967 | loss: 0.031146 | val_loss: 0.0311519 | Time: 2041.02 ms [2020-12-21 20:37:37 main:581] : INFO : Epoch 968 | loss: 0.0311459 | val_loss: 0.0311535 | Time: 2041.65 ms [2020-12-21 20:37:39 main:581] : INFO : Epoch 969 | loss: 0.0311485 | val_loss: 0.0311549 | Time: 2042.62 ms [2020-12-21 20:37:41 main:581] : INFO : Epoch 970 | loss: 0.0311478 | val_loss: 0.0311521 | Time: 2041.71 ms [2020-12-21 20:37:43 main:581] : INFO : Epoch 971 | loss: 0.0311469 | val_loss: 0.0311513 | Time: 2035.82 ms [2020-12-21 20:37:45 main:581] : INFO : Epoch 972 | loss: 0.0311459 | val_loss: 0.0311507 | Time: 2046.17 ms [2020-12-21 20:37:47 main:581] : INFO : Epoch 973 | loss: 0.031144 | val_loss: 0.0311498 | Time: 2046.09 ms [2020-12-21 20:37:50 main:581] : INFO : Epoch 974 | loss: 0.0311436 | val_loss: 0.0311492 | Time: 2044.6 ms [2020-12-21 20:37:52 main:581] : INFO : Epoch 975 | loss: 0.0311433 | val_loss: 0.0311491 | Time: 2044.27 ms [2020-12-21 20:37:54 main:581] : INFO : Epoch 976 | loss: 0.0311442 | val_loss: 0.0311506 | Time: 2043.81 ms [2020-12-21 20:37:56 main:581] : INFO : Epoch 977 | loss: 0.0311427 | val_loss: 0.0311472 | Time: 2041.84 ms [2020-12-21 20:37:58 main:581] : INFO : Epoch 978 | loss: 0.0311414 | val_loss: 0.0311501 | Time: 2043.21 ms [2020-12-21 20:38:00 main:581] : INFO : Epoch 979 | loss: 0.0311416 | val_loss: 0.0311493 | Time: 2036.63 ms [2020-12-21 20:38:02 main:581] : INFO : Epoch 980 | loss: 0.0311404 | val_loss: 0.0311483 | Time: 2045.09 ms [2020-12-21 20:38:04 main:581] : INFO : Epoch 981 | loss: 0.0311426 | val_loss: 0.0311517 | Time: 2044.38 ms [2020-12-21 20:38:06 main:581] : INFO : Epoch 982 | loss: 0.0311413 | val_loss: 0.0311483 | Time: 2044.04 ms [2020-12-21 20:38:08 main:581] : INFO : Epoch 983 | loss: 0.0311401 | val_loss: 0.0311467 | Time: 2044.65 ms [2020-12-21 20:38:10 main:581] : INFO : Epoch 984 | loss: 0.0311399 | val_loss: 0.0311485 | Time: 2042.39 ms [2020-12-21 20:38:12 main:581] : INFO : Epoch 985 | loss: 0.0311396 | val_loss: 0.031148 | Time: 2041.55 ms [2020-12-21 20:38:14 main:581] : INFO : Epoch 986 | loss: 0.0311398 | val_loss: 0.0311488 | Time: 2038.19 ms [2020-12-21 20:38:16 main:581] : INFO : Epoch 987 | loss: 0.0311399 | val_loss: 0.0311479 | Time: 2051.76 ms [2020-12-21 20:38:18 main:581] : INFO : Epoch 988 | loss: 0.0311392 | val_loss: 0.0311487 | Time: 2044.45 ms [2020-12-21 20:38:20 main:581] : INFO : Epoch 989 | loss: 0.0311393 | val_loss: 0.0311487 | Time: 2045.7 ms [2020-12-21 20:38:22 main:581] : INFO : Epoch 990 | loss: 0.0311394 | val_loss: 0.0311492 | Time: 2044.72 ms [2020-12-21 20:38:24 main:581] : INFO : Epoch 991 | loss: 0.0311389 | val_loss: 0.0311472 | Time: 2046.96 ms [2020-12-21 20:38:26 main:581] : INFO : Epoch 992 | loss: 0.031138 | val_loss: 0.0311488 | Time: 2041.05 ms [2020-12-21 20:38:28 main:581] : INFO : Epoch 993 | loss: 0.0311386 | val_loss: 0.0311471 | Time: 2048.1 ms [2020-12-21 20:38:30 main:581] : INFO : Epoch 994 | loss: 0.0311396 | val_loss: 0.0311471 | Time: 2046.4 ms [2020-12-21 20:38:32 main:581] : INFO : Epoch 995 | loss: 0.0311386 | val_loss: 0.0311472 | Time: 2045.27 ms [2020-12-21 20:38:35 main:581] : INFO : Epoch 996 | loss: 0.0311381 | val_loss: 0.0311501 | Time: 2050.58 ms [2020-12-21 20:38:37 main:581] : INFO : Epoch 997 | loss: 0.0311381 | val_loss: 0.0311486 | Time: 2044.38 ms [2020-12-21 20:38:39 main:581] : INFO : Epoch 998 | loss: 0.0311383 | val_loss: 0.0311478 | Time: 2046.1 ms [2020-12-21 20:38:41 main:581] : INFO : Epoch 999 | loss: 0.0311381 | val_loss: 0.0311497 | Time: 2046.25 ms [2020-12-21 20:38:43 main:581] : INFO : Epoch 1000 | loss: 0.0311382 | val_loss: 0.0311471 | Time: 2043.05 ms [2020-12-21 20:38:45 main:581] : INFO : Epoch 1001 | loss: 0.031138 | val_loss: 0.0311481 | Time: 2037.82 ms [2020-12-21 20:38:47 main:581] : INFO : Epoch 1002 | loss: 0.0311367 | val_loss: 0.0311471 | Time: 2048.41 ms [2020-12-21 20:38:49 main:581] : INFO : Epoch 1003 | loss: 0.031138 | val_loss: 0.0311477 | Time: 2044.88 ms [2020-12-21 20:38:51 main:581] : INFO : Epoch 1004 | loss: 0.0311385 | val_loss: 0.0311472 | Time: 2045.93 ms [2020-12-21 20:38:53 main:581] : INFO : Epoch 1005 | loss: 0.0311384 | val_loss: 0.0311487 | Time: 2047.86 ms [2020-12-21 20:38:55 main:581] : INFO : Epoch 1006 | loss: 0.0311387 | val_loss: 0.0311475 | Time: 2047.86 ms [2020-12-21 20:38:57 main:581] : INFO : Epoch 1007 | loss: 0.0311387 | val_loss: 0.0311488 | Time: 2046.82 ms [2020-12-21 20:38:59 main:581] : INFO : Epoch 1008 | loss: 0.0311366 | val_loss: 0.0311474 | Time: 2047.6 ms [2020-12-21 20:39:01 main:581] : INFO : Epoch 1009 | loss: 0.0311358 | val_loss: 0.031147 | Time: 2040.18 ms [2020-12-21 20:39:03 main:581] : INFO : Epoch 1010 | loss: 0.0311368 | val_loss: 0.031149 | Time: 2046.63 ms [2020-12-21 20:39:05 main:581] : INFO : Epoch 1011 | loss: 0.0311365 | val_loss: 0.031148 | Time: 2055.28 ms [2020-12-21 20:39:07 main:581] : INFO : Epoch 1012 | loss: 0.031136 | val_loss: 0.031148 | Time: 2054.95 ms [2020-12-21 20:39:09 main:581] : INFO : Epoch 1013 | loss: 0.0311353 | val_loss: 0.0311475 | Time: 2044.6 ms [2020-12-21 20:39:11 main:581] : INFO : Epoch 1014 | loss: 0.0311357 | val_loss: 0.031148 | Time: 2035.38 ms [2020-12-21 20:39:13 main:581] : INFO : Epoch 1015 | loss: 0.0311389 | val_loss: 0.0311546 | Time: 2043.05 ms [2020-12-21 20:39:15 main:581] : INFO : Epoch 1016 | loss: 0.031143 | val_loss: 0.0311568 | Time: 2041.39 ms [2020-12-21 20:39:17 main:581] : INFO : Epoch 1017 | loss: 0.0311438 | val_loss: 0.0311523 | Time: 2044.71 ms [2020-12-21 20:39:20 main:581] : INFO : Epoch 1018 | loss: 0.0311389 | val_loss: 0.0311496 | Time: 2043.07 ms [2020-12-21 20:39:22 main:581] : INFO : Epoch 1019 | loss: 0.0311381 | val_loss: 0.0311467 | Time: 2046.53 ms [2020-12-21 20:39:24 main:581] : INFO : Epoch 1020 | loss: 0.0311373 | val_loss: 0.0311488 | Time: 2045.83 ms [2020-12-21 20:39:26 main:581] : INFO : Epoch 1021 | loss: 0.0311372 | val_loss: 0.0311485 | Time: 2048.91 ms [2020-12-21 20:39:28 main:581] : INFO : Epoch 1022 | loss: 0.0311362 | val_loss: 0.0311487 | Time: 2044.79 ms [2020-12-21 20:39:30 main:581] : INFO : Epoch 1023 | loss: 0.0311362 | val_loss: 0.0311487 | Time: 2042.16 ms [2020-12-21 20:39:32 main:581] : INFO : Epoch 1024 | loss: 0.0311391 | val_loss: 0.0311517 | Time: 2044.32 ms [2020-12-21 20:39:32 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311517 [2020-12-21 20:39:32 main:610] : INFO : Saving end state to config to file [2020-12-21 20:39:32 main:615] : INFO : Success, exiting.. 20:39:32 (1885708): 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)