Task 3323438
| Name | ParityModified-1605453751-24460-3_1 |
| Workunit | 1508998 |
| Created | 18 Dec 2020, 2:42:57 UTC |
| Sent | 18 Dec 2020, 5:03:11 UTC |
| Report deadline | 25 Dec 2020, 5:03:11 UTC |
| Received | 18 Dec 2020, 10:40:24 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 3480 |
| Run time | 36 min 19 sec |
| CPU time | 32 min 52 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 6,614.73 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.56 GB |
| Peak swap size | 3.54 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 514 | loss: 0.0311676 | val_loss: 0.0311702 | Time: 2207.36 ms
[2020-12-18 04:00:11 main:574] : INFO : Epoch 515 | loss: 0.0311705 | val_loss: 0.0311727 | Time: 1986.61 ms
[2020-12-18 04:00:13 main:574] : INFO : Epoch 516 | loss: 0.0311685 | val_loss: 0.0311698 | Time: 1905.12 ms
[2020-12-18 04:00:15 main:574] : INFO : Epoch 517 | loss: 0.0311662 | val_loss: 0.0311728 | Time: 2065.27 ms
[2020-12-18 04:00:18 main:574] : INFO : Epoch 518 | loss: 0.0311666 | val_loss: 0.0311698 | Time: 2178.36 ms
[2020-12-18 04:00:20 main:574] : INFO : Epoch 519 | loss: 0.0311649 | val_loss: 0.0311709 | Time: 2211.92 ms
[2020-12-18 04:00:22 main:574] : INFO : Epoch 520 | loss: 0.0311656 | val_loss: 0.0311696 | Time: 2228.44 ms
[2020-12-18 04:00:24 main:574] : INFO : Epoch 521 | loss: 0.0311648 | val_loss: 0.0311681 | Time: 2029.71 ms
[2020-12-18 04:00:26 main:574] : INFO : Epoch 522 | loss: 0.0311642 | val_loss: 0.0311694 | Time: 1977.05 ms
[2020-12-18 04:00:28 main:574] : INFO : Epoch 523 | loss: 0.0311646 | val_loss: 0.0311701 | Time: 1978.93 ms
[2020-12-18 04:00:30 main:574] : INFO : Epoch 524 | loss: 0.0311663 | val_loss: 0.0311708 | Time: 2191.96 ms
[2020-12-18 04:00:33 main:574] : INFO : Epoch 525 | loss: 0.0311657 | val_loss: 0.0311704 | Time: 2207.21 ms
[2020-12-18 04:00:35 main:574] : INFO : Epoch 526 | loss: 0.0311651 | val_loss: 0.0311693 | Time: 2203.46 ms
[2020-12-18 04:00:37 main:574] : INFO : Epoch 527 | loss: 0.0311645 | val_loss: 0.0311694 | Time: 2181.79 ms
[2020-12-18 04:00:39 main:574] : INFO : Epoch 528 | loss: 0.0311618 | val_loss: 0.0311681 | Time: 1973.22 ms
[2020-12-18 04:00:41 main:574] : INFO : Epoch 529 | loss: 0.031163 | val_loss: 0.0311685 | Time: 2004.37 ms
[2020-12-18 04:00:43 main:574] : INFO : Epoch 530 | loss: 0.0311628 | val_loss: 0.0311689 | Time: 2029.33 ms
[2020-12-18 04:00:45 main:574] : INFO : Epoch 531 | loss: 0.0311627 | val_loss: 0.0311706 | Time: 2225.95 ms
[2020-12-18 04:00:47 main:574] : INFO : Epoch 532 | loss: 0.0311624 | val_loss: 0.0311683 | Time: 2187.89 ms
[2020-12-18 04:00:50 main:574] : INFO : Epoch 533 | loss: 0.0311614 | val_loss: 0.031169 | Time: 2218.64 ms
[2020-12-18 04:00:52 main:574] : INFO : Epoch 534 | loss: 0.0311616 | val_loss: 0.0311677 | Time: 2052.93 ms
[2020-12-18 04:00:54 main:574] : INFO : Epoch 535 | loss: 0.0311604 | val_loss: 0.0311683 | Time: 2050.36 ms
[2020-12-18 04:00:56 main:574] : INFO : Epoch 536 | loss: 0.0311596 | val_loss: 0.0311693 | Time: 2002.45 ms
[2020-12-18 04:00:58 main:574] : INFO : Epoch 537 | loss: 0.0311608 | val_loss: 0.0311677 | Time: 2161.76 ms
[2020-12-18 04:01:00 main:574] : INFO : Epoch 538 | loss: 0.03116 | val_loss: 0.0311693 | Time: 2184.46 ms
[2020-12-18 04:01:02 main:574] : INFO : Epoch 539 | loss: 0.0311609 | val_loss: 0.0311699 | Time: 2219.18 ms
[2020-12-18 04:01:05 main:574] : INFO : Epoch 540 | loss: 0.0311594 | val_loss: 0.0311735 | Time: 2253.06 ms
[2020-12-18 04:01:07 main:574] : INFO : Epoch 541 | loss: 0.031161 | val_loss: 0.0311714 | Time: 2064.58 ms
[2020-12-18 04:01:09 main:574] : INFO : Epoch 542 | loss: 0.031159 | val_loss: 0.0311695 | Time: 1986.77 ms
[2020-12-18 04:01:11 main:574] : INFO : Epoch 543 | loss: 0.0311588 | val_loss: 0.0311678 | Time: 1972.59 ms
[2020-12-18 04:01:13 main:574] : INFO : Epoch 544 | loss: 0.0311581 | val_loss: 0.0311695 | Time: 2181.2 ms
[2020-12-18 04:01:15 main:574] : INFO : Epoch 545 | loss: 0.031158 | val_loss: 0.031169 | Time: 2214.17 ms
[2020-12-18 04:01:17 main:574] : INFO : Epoch 546 | loss: 0.0311565 | val_loss: 0.0311717 | Time: 2230.69 ms
[2020-12-18 04:01:19 main:574] : INFO : Epoch 547 | loss: 0.0311595 | val_loss: 0.0311777 | Time: 2154.74 ms
[2020-12-18 04:01:21 main:574] : INFO : Epoch 548 | loss: 0.0311605 | val_loss: 0.0311703 | Time: 2027.2 ms
[2020-12-18 04:01:23 main:574] : INFO : Epoch 549 | loss: 0.0311601 | val_loss: 0.0311717 | Time: 2035.71 ms
[2020-12-18 04:01:26 main:574] : INFO : Epoch 550 | loss: 0.0311594 | val_loss: 0.0311662 | Time: 2060.59 ms
[2020-12-18 04:01:28 main:574] : INFO : Epoch 551 | loss: 0.0311581 | val_loss: 0.0311665 | Time: 2203.2 ms
[2020-12-18 04:01:30 main:574] : INFO : Epoch 552 | loss: 0.0311592 | val_loss: 0.0311667 | Time: 2221.28 ms
[2020-12-18 04:01:32 main:574] : INFO : Epoch 553 | loss: 0.0311596 | val_loss: 0.031167 | Time: 2211.06 ms
[2020-12-18 04:01:34 main:574] : INFO : Epoch 554 | loss: 0.0311584 | val_loss: 0.0311669 | Time: 2058.25 ms
[2020-12-18 04:01:36 main:574] : INFO : Epoch 555 | loss: 0.0311586 | val_loss: 0.0311711 | Time: 1983.02 ms
[2020-12-18 04:01:38 main:574] : INFO : Epoch 556 | loss: 0.0311573 | val_loss: 0.0311686 | Time: 1915 ms
[2020-12-18 04:01:40 main:574] : INFO : Epoch 557 | loss: 0.0311585 | val_loss: 0.0311766 | Time: 2205.12 ms
[2020-12-18 04:01:43 main:574] : INFO : Epoch 558 | loss: 0.0311598 | val_loss: 0.0311718 | Time: 2179.03 ms
[2020-12-18 04:01:45 main:574] : INFO : Epoch 559 | loss: 0.0311574 | val_loss: 0.0311668 | Time: 2229.28 ms
[2020-12-18 04:01:47 main:574] : INFO : Epoch 560 | loss: 0.0311547 | val_loss: 0.0311698 | Time: 2184.23 ms
[2020-12-18 04:01:49 main:574] : INFO : Epoch 561 | loss: 0.0311545 | val_loss: 0.0311671 | Time: 2014.54 ms
[2020-12-18 04:01:51 main:574] : INFO : Epoch 562 | loss: 0.0311533 | val_loss: 0.0311687 | Time: 1939.74 ms
[2020-12-18 04:01:53 main:574] : INFO : Epoch 563 | loss: 0.0311549 | val_loss: 0.0311669 | Time: 2064.22 ms
[2020-12-18 04:01:55 main:574] : INFO : Epoch 564 | loss: 0.0311539 | val_loss: 0.031171 | Time: 2243.19 ms
[2020-12-18 04:01:57 main:574] : INFO : Epoch 565 | loss: 0.0311563 | val_loss: 0.0311693 | Time: 2211.26 ms
[2020-12-18 04:02:00 main:574] : INFO : Epoch 566 | loss: 0.0311544 | val_loss: 0.0311696 | Time: 2196.34 ms
[2020-12-18 04:02:02 main:574] : INFO : Epoch 567 | loss: 0.0311538 | val_loss: 0.0311711 | Time: 2104.04 ms
[2020-12-18 04:02:04 main:574] : INFO : Epoch 568 | loss: 0.0311547 | val_loss: 0.0311698 | Time: 2115.69 ms
[2020-12-18 04:02:06 main:574] : INFO : Epoch 569 | loss: 0.031153 | val_loss: 0.031169 | Time: 1971.99 ms
[2020-12-18 04:02:08 main:574] : INFO : Epoch 570 | loss: 0.0311523 | val_loss: 0.0311686 | Time: 2075.25 ms
[2020-12-18 04:02:10 main:574] : INFO : Epoch 571 | loss: 0.0311515 | val_loss: 0.031172 | Time: 2240.3 ms
[2020-12-18 04:02:12 main:574] : INFO : Epoch 572 | loss: 0.0311522 | val_loss: 0.0311692 | Time: 2218.96 ms
[2020-12-18 04:02:15 main:574] : INFO : Epoch 573 | loss: 0.0311545 | val_loss: 0.0311775 | Time: 2222.2 ms
[2020-12-18 04:02:17 main:574] : INFO : Epoch 574 | loss: 0.0311613 | val_loss: 0.0311823 | Time: 2067.81 ms
[2020-12-18 04:02:19 main:574] : INFO : Epoch 575 | loss: 0.0311596 | val_loss: 0.0311756 | Time: 2009.69 ms
[2020-12-18 04:02:21 main:574] : INFO : Epoch 576 | loss: 0.031154 | val_loss: 0.031169 | Time: 1970.56 ms
[2020-12-18 04:02:23 main:574] : INFO : Epoch 577 | loss: 0.0311543 | val_loss: 0.031172 | Time: 2181.26 ms
[2020-12-18 04:02:25 main:574] : INFO : Epoch 578 | loss: 0.0311539 | val_loss: 0.0311709 | Time: 2203.55 ms
[2020-12-18 04:02:27 main:574] : INFO : Epoch 579 | loss: 0.0311658 | val_loss: 0.0311756 | Time: 2234.72 ms
[2020-12-18 04:02:30 main:574] : INFO : Epoch 580 | loss: 0.0311663 | val_loss: 0.031173 | Time: 2238.79 ms
[2020-12-18 04:02:32 main:574] : INFO : Epoch 581 | loss: 0.0311621 | val_loss: 0.0311686 | Time: 2049.75 ms
[2020-12-18 04:02:34 main:574] : INFO : Epoch 582 | loss: 0.0311582 | val_loss: 0.0311689 | Time: 2028.76 ms
[2020-12-18 04:02:36 main:574] : INFO : Epoch 583 | loss: 0.0311611 | val_loss: 0.0311686 | Time: 1988.73 ms
[2020-12-18 04:02:38 main:574] : INFO : Epoch 584 | loss: 0.0311634 | val_loss: 0.0311668 | Time: 2197.55 ms
[2020-12-18 04:02:40 main:574] : INFO : Epoch 585 | loss: 0.0311619 | val_loss: 0.0311714 | Time: 2205.94 ms
[2020-12-18 04:02:42 main:574] : INFO : Epoch 586 | loss: 0.0311613 | val_loss: 0.0311646 | Time: 2224.59 ms
[2020-12-18 04:02:45 main:574] : INFO : Epoch 587 | loss: 0.0311594 | val_loss: 0.0311653 | Time: 2213.54 ms
[2020-12-18 04:02:47 main:574] : INFO : Epoch 588 | loss: 0.0311565 | val_loss: 0.031164 | Time: 2007 ms
[2020-12-18 04:02:48 main:574] : INFO : Epoch 589 | loss: 0.031155 | val_loss: 0.0311611 | Time: 1902.43 ms
[2020-12-18 04:02:51 main:574] : INFO : Epoch 590 | loss: 0.0311536 | val_loss: 0.0311634 | Time: 2057.4 ms
[2020-12-18 04:02:53 main:574] : INFO : Epoch 591 | loss: 0.0311541 | val_loss: 0.0311637 | Time: 2196.32 ms
[2020-12-18 04:02:55 main:574] : INFO : Epoch 592 | loss: 0.0311538 | val_loss: 0.031163 | Time: 2204.73 ms
[2020-12-18 04:02:57 main:574] : INFO : Epoch 593 | loss: 0.0311539 | val_loss: 0.0311653 | Time: 2226.87 ms
[2020-12-18 04:02:59 main:574] : INFO : Epoch 594 | loss: 0.0311561 | val_loss: 0.0311616 | Time: 2046.45 ms
[2020-12-18 04:03:01 main:574] : INFO : Epoch 595 | loss: 0.0311525 | val_loss: 0.0311629 | Time: 1987.8 ms
[2020-12-18 04:03:03 main:574] : INFO : Epoch 596 | loss: 0.0311519 | val_loss: 0.0311675 | Time: 2009.26 ms
[2020-12-18 04:03:05 main:574] : INFO : Epoch 597 | loss: 0.0311524 | val_loss: 0.0311658 | Time: 2164.12 ms
[2020-12-18 04:03:08 main:574] : INFO : Epoch 598 | loss: 0.0311521 | val_loss: 0.0311704 | Time: 2242.2 ms
[2020-12-18 04:03:10 main:574] : INFO : Epoch 599 | loss: 0.0311524 | val_loss: 0.0311684 | Time: 2219.29 ms
[2020-12-18 04:03:12 main:574] : INFO : Epoch 600 | loss: 0.0311506 | val_loss: 0.0311654 | Time: 2205.71 ms
[2020-12-18 04:03:14 main:574] : INFO : Epoch 601 | loss: 0.0311505 | val_loss: 0.0311678 | Time: 2002.83 ms
[2020-12-18 04:03:16 main:574] : INFO : Epoch 602 | loss: 0.0311508 | val_loss: 0.0311624 | Time: 1986.91 ms
[2020-12-18 04:03:18 main:574] : INFO : Epoch 603 | loss: 0.0311512 | val_loss: 0.0311654 | Time: 2013.85 ms
[2020-12-18 04:03:20 main:574] : INFO : Epoch 604 | loss: 0.0311506 | val_loss: 0.0311665 | Time: 2226.53 ms
[2020-12-18 04:03:23 main:574] : INFO : Epoch 605 | loss: 0.0311496 | val_loss: 0.0311647 | Time: 2214.63 ms
[2020-12-18 04:03:25 main:574] : INFO : Epoch 606 | loss: 0.0311487 | val_loss: 0.0311663 | Time: 2191.56 ms
[2020-12-18 04:03:27 main:574] : INFO : Epoch 607 | loss: 0.0311523 | val_loss: 0.0311713 | Time: 2124.25 ms
[2020-12-18 04:03:29 main:574] : INFO : Epoch 608 | loss: 0.0311553 | val_loss: 0.0311716 | Time: 2001.75 ms
[2020-12-18 04:03:31 main:574] : INFO : Epoch 609 | loss: 0.031154 | val_loss: 0.0311664 | Time: 1962.05 ms
[2020-12-18 04:03:33 main:574] : INFO : Epoch 610 | loss: 0.0311514 | val_loss: 0.0311628 | Time: 2149.35 ms
[2020-12-18 04:03:35 main:574] : INFO : Epoch 611 | loss: 0.0311506 | val_loss: 0.0311639 | Time: 2233.74 ms
[2020-12-18 04:03:37 main:574] : INFO : Epoch 612 | loss: 0.0311543 | val_loss: 0.031164 | Time: 2214.11 ms
[2020-12-18 04:03:40 main:574] : INFO : Epoch 613 | loss: 0.0311545 | val_loss: 0.0311646 | Time: 2243.96 ms
[2020-12-18 04:03:42 main:574] : INFO : Epoch 614 | loss: 0.0311532 | val_loss: 0.0311624 | Time: 2047.98 ms
[2020-12-18 04:03:44 main:574] : INFO : Epoch 615 | loss: 0.0311531 | val_loss: 0.0311628 | Time: 2000.65 ms
[2020-12-18 04:03:46 main:574] : INFO : Epoch 616 | loss: 0.0311546 | val_loss: 0.0311611 | Time: 1931.3 ms
[2020-12-18 04:03:48 main:574] : INFO : Epoch 617 | loss: 0.0311519 | val_loss: 0.0311617 | Time: 2188.22 ms
[2020-12-18 04:03:50 main:574] : INFO : Epoch 618 | loss: 0.0311541 | val_loss: 0.0311618 | Time: 2209.79 ms
[2020-12-18 04:03:52 main:574] : INFO : Epoch 619 | loss: 0.0311542 | val_loss: 0.0311642 | Time: 2219.9 ms
[2020-12-18 04:03:55 main:574] : INFO : Epoch 620 | loss: 0.0311533 | val_loss: 0.0311616 | Time: 2424.51 ms
[2020-12-18 04:03:57 main:574] : INFO : Epoch 621 | loss: 0.0311516 | val_loss: 0.0311602 | Time: 2107.31 ms
[2020-12-18 04:03:59 main:574] : INFO : Epoch 622 | loss: 0.0311501 | val_loss: 0.0311609 | Time: 1965.65 ms
[2020-12-18 04:04:01 main:574] : INFO : Epoch 623 | loss: 0.0311501 | val_loss: 0.0311615 | Time: 1949.32 ms
[2020-12-18 04:04:03 main:574] : INFO : Epoch 624 | loss: 0.0311532 | val_loss: 0.0311626 | Time: 2196.84 ms
[2020-12-18 04:04:05 main:574] : INFO : Epoch 625 | loss: 0.0311503 | val_loss: 0.0311582 | Time: 2238.26 ms
[2020-12-18 04:04:07 main:574] : INFO : Epoch 626 | loss: 0.0311489 | val_loss: 0.0311599 | Time: 2233.59 ms
[2020-12-18 04:04:10 main:574] : INFO : Epoch 627 | loss: 0.0311485 | val_loss: 0.0311654 | Time: 2190.94 ms
[2020-12-18 04:04:12 main:574] : INFO : Epoch 628 | loss: 0.0311504 | val_loss: 0.0311701 | Time: 2027.82 ms
[2020-12-18 04:04:14 main:574] : INFO : Epoch 629 | loss: 0.0311489 | val_loss: 0.0311601 | Time: 1987.31 ms
[2020-12-18 04:04:16 main:574] : INFO : Epoch 630 | loss: 0.0311479 | val_loss: 0.0311664 | Time: 1922.37 ms
[2020-12-18 04:04:18 main:574] : INFO : Epoch 631 | loss: 0.0311501 | val_loss: 0.0311603 | Time: 2223.56 ms
[2020-12-18 04:04:20 main:574] : INFO : Epoch 632 | loss: 0.0311486 | val_loss: 0.0311638 | Time: 2193.38 ms
[2020-12-18 04:04:22 main:574] : INFO : Epoch 633 | loss: 0.0311517 | val_loss: 0.0311618 | Time: 2196.93 ms
[2020-12-18 04:04:24 main:574] : INFO : Epoch 634 | loss: 0.0311511 | val_loss: 0.0311622 | Time: 2112.57 ms
[2020-12-18 04:04:26 main:574] : INFO : Epoch 635 | loss: 0.0311501 | val_loss: 0.031161 | Time: 1985.44 ms
[2020-12-18 04:04:28 main:574] : INFO : Epoch 636 | loss: 0.0311471 | val_loss: 0.0311605 | Time: 2011.8 ms
[2020-12-18 04:04:31 main:574] : INFO : Epoch 637 | loss: 0.0311468 | val_loss: 0.031159 | Time: 2113.68 ms
[2020-12-18 04:04:33 main:574] : INFO : Epoch 638 | loss: 0.0311469 | val_loss: 0.0311612 | Time: 2217.13 ms
[2020-12-18 04:04:35 main:574] : INFO : Epoch 639 | loss: 0.0311495 | val_loss: 0.0311668 | Time: 2233.08 ms
[2020-12-18 04:04:37 main:574] : INFO : Epoch 640 | loss: 0.031155 | val_loss: 0.0311672 | Time: 2224.11 ms
[2020-12-18 04:04:39 main:574] : INFO : Epoch 641 | loss: 0.0311547 | val_loss: 0.0311663 | Time: 2027.57 ms
[2020-12-18 04:04:41 main:574] : INFO : Epoch 642 | loss: 0.0311529 | val_loss: 0.0311653 | Time: 1978.52 ms
[2020-12-18 04:04:43 main:574] : INFO : Epoch 643 | loss: 0.0311516 | val_loss: 0.0311696 | Time: 2034.61 ms
[2020-12-18 04:04:45 main:574] : INFO : Epoch 644 | loss: 0.031152 | val_loss: 0.0311639 | Time: 2168.9 ms
[2020-12-18 04:04:48 main:574] : INFO : Epoch 645 | loss: 0.0311481 | val_loss: 0.0311677 | Time: 2202.39 ms
[2020-12-18 04:04:50 main:574] : INFO : Epoch 646 | loss: 0.0311485 | val_loss: 0.0311644 | Time: 2175.64 ms
[2020-12-18 04:04:52 main:574] : INFO : Epoch 647 | loss: 0.0311467 | val_loss: 0.0311654 | Time: 2165.99 ms
[2020-12-18 04:04:54 main:574] : INFO : Epoch 648 | loss: 0.0311476 | val_loss: 0.0311642 | Time: 2282.18 ms
[2020-12-18 04:04:56 main:574] : INFO : Epoch 649 | loss: 0.0311504 | val_loss: 0.031166 | Time: 1962.41 ms
[2020-12-18 04:04:58 main:574] : INFO : Epoch 650 | loss: 0.0311466 | val_loss: 0.0311669 | Time: 1998.28 ms
[2020-12-18 04:05:00 main:574] : INFO : Epoch 651 | loss: 0.0311467 | val_loss: 0.0311653 | Time: 2201.5 ms
[2020-12-18 04:05:03 main:574] : INFO : Epoch 652 | loss: 0.0311478 | val_loss: 0.0311663 | Time: 2248.33 ms
[2020-12-18 04:05:05 main:574] : INFO : Epoch 653 | loss: 0.0311474 | val_loss: 0.0311661 | Time: 2200.31 ms
[2020-12-18 04:05:07 main:574] : INFO : Epoch 654 | loss: 0.0311469 | val_loss: 0.0311641 | Time: 2237.71 ms
[2020-12-18 04:05:09 main:574] : INFO : Epoch 655 | loss: 0.0311462 | val_loss: 0.0311664 | Time: 1994.8 ms
[2020-12-18 04:05:11 main:574] : INFO : Epoch 656 | loss: 0.0311475 | val_loss: 0.0311706 | Time: 2003.95 ms
[2020-12-18 04:05:13 main:574] : INFO : Epoch 657 | loss: 0.0311489 | val_loss: 0.0311666 | Time: 2012.99 ms
[2020-12-18 04:05:15 main:574] : INFO : Epoch 658 | loss: 0.0311465 | val_loss: 0.0311684 | Time: 2195.66 ms
[2020-12-18 04:05:18 main:574] : INFO : Epoch 659 | loss: 0.0311458 | val_loss: 0.0311727 | Time: 2210.95 ms
[2020-12-18 04:05:20 main:574] : INFO : Epoch 660 | loss: 0.031146 | val_loss: 0.0311643 | Time: 2220.2 ms
[2020-12-18 04:05:22 main:574] : INFO : Epoch 661 | loss: 0.0311473 | val_loss: 0.0311691 | Time: 2139.15 ms
[2020-12-18 04:05:24 main:574] : INFO : Epoch 662 | loss: 0.0311454 | val_loss: 0.0311667 | Time: 1945.95 ms
[2020-12-18 04:05:26 main:574] : INFO : Epoch 663 | loss: 0.031146 | val_loss: 0.0311638 | Time: 2002.43 ms
[2020-12-18 04:05:28 main:574] : INFO : Epoch 664 | loss: 0.0311487 | val_loss: 0.0311654 | Time: 2114.56 ms
[2020-12-18 04:05:30 main:574] : INFO : Epoch 665 | loss: 0.031154 | val_loss: 0.0311907 | Time: 2226.35 ms
[2020-12-18 04:05:33 main:574] : INFO : Epoch 666 | loss: 0.031175 | val_loss: 0.0311798 | Time: 2221.2 ms
[2020-12-18 04:05:35 main:574] : INFO : Epoch 667 | loss: 0.0316056 | val_loss: 0.0373628 | Time: 2228.85 ms
[2020-12-18 04:05:37 main:574] : INFO : Epoch 668 | loss: 0.0401191 | val_loss: 0.0428687 | Time: 2093.29 ms
[2020-12-18 04:05:39 main:574] : INFO : Epoch 669 | loss: 0.0346438 | val_loss: 0.0316846 | Time: 1992.67 ms
[2020-12-18 04:05:41 main:574] : INFO : Epoch 670 | loss: 0.0315446 | val_loss: 0.0313276 | Time: 2003.2 ms
[2020-12-18 04:05:43 main:574] : INFO : Epoch 671 | loss: 0.0312875 | val_loss: 0.0312509 | Time: 2168.17 ms
[2020-12-18 04:05:45 main:574] : INFO : Epoch 672 | loss: 0.0312309 | val_loss: 0.0312162 | Time: 2217.2 ms
[2020-12-18 04:05:47 main:574] : INFO : Epoch 673 | loss: 0.0312142 | val_loss: 0.0312039 | Time: 2222.32 ms
[2020-12-18 04:05:50 main:574] : INFO : Epoch 674 | loss: 0.0312042 | val_loss: 0.0311957 | Time: 2244.73 ms
[2020-12-18 04:05:52 main:574] : INFO : Epoch 675 | loss: 0.0311981 | val_loss: 0.0311918 | Time: 2011.3 ms
[2020-12-18 04:05:54 main:574] : INFO : Epoch 676 | loss: 0.0311949 | val_loss: 0.0311892 | Time: 2204.49 ms
[2020-12-18 04:05:56 main:574] : INFO : Epoch 677 | loss: 0.0311923 | val_loss: 0.0311876 | Time: 1964.57 ms
[2020-12-18 04:05:58 main:574] : INFO : Epoch 678 | loss: 0.0311897 | val_loss: 0.0311873 | Time: 2128.54 ms
[2020-12-18 04:06:00 main:574] : INFO : Epoch 679 | loss: 0.0311901 | val_loss: 0.0311874 | Time: 2201.06 ms
[2020-12-18 04:06:03 main:574] : INFO : Epoch 680 | loss: 0.0311884 | val_loss: 0.0311851 | Time: 2259.17 ms
[2020-12-18 04:06:05 main:574] : INFO : Epoch 681 | loss: 0.0311874 | val_loss: 0.0311847 | Time: 2250.43 ms
[2020-12-18 04:06:07 main:574] : INFO : Epoch 682 | loss: 0.0311865 | val_loss: 0.0311835 | Time: 2086.14 ms
[2020-12-18 04:06:09 main:574] : INFO : Epoch 683 | loss: 0.0311858 | val_loss: 0.0311825 | Time: 1955.58 ms
[2020-12-18 04:06:11 main:574] : INFO : Epoch 684 | loss: 0.0311847 | val_loss: 0.0311843 | Time: 1966.15 ms
[2020-12-18 04:06:13 main:574] : INFO : Epoch 685 | loss: 0.031186 | val_loss: 0.031181 | Time: 2195.08 ms
[2020-12-18 04:06:15 main:574] : INFO : Epoch 686 | loss: 0.0311863 | val_loss: 0.0311842 | Time: 2207.77 ms
[2020-12-18 04:06:17 main:574] : INFO : Epoch 687 | loss: 0.0311852 | val_loss: 0.0311803 | Time: 2201.08 ms
[2020-12-18 04:06:20 main:574] : INFO : Epoch 688 | loss: 0.0311828 | val_loss: 0.0311785 | Time: 2189.66 ms
[2020-12-18 04:06:22 main:574] : INFO : Epoch 689 | loss: 0.031181 | val_loss: 0.0311767 | Time: 1987.62 ms
[2020-12-18 04:06:24 main:574] : INFO : Epoch 690 | loss: 0.0311798 | val_loss: 0.0311754 | Time: 1908.19 ms
[2020-12-18 04:06:26 main:574] : INFO : Epoch 691 | loss: 0.0311784 | val_loss: 0.0311755 | Time: 2079.15 ms
[2020-12-18 04:06:28 main:574] : INFO : Epoch 692 | loss: 0.0311773 | val_loss: 0.0311739 | Time: 2194.9 ms
[2020-12-18 04:06:30 main:574] : INFO : Epoch 693 | loss: 0.0311759 | val_loss: 0.0311736 | Time: 2151.7 ms
[2020-12-18 04:06:32 main:574] : INFO : Epoch 694 | loss: 0.0311772 | val_loss: 0.0311727 | Time: 2242.95 ms
[2020-12-18 04:06:34 main:574] : INFO : Epoch 695 | loss: 0.0311762 | val_loss: 0.031172 | Time: 1995.96 ms
[2020-12-18 04:06:36 main:574] : INFO : Epoch 696 | loss: 0.031175 | val_loss: 0.031173 | Time: 1990.91 ms
[2020-12-18 04:06:38 main:574] : INFO : Epoch 697 | loss: 0.031174 | val_loss: 0.0311727 | Time: 2010.73 ms
[2020-12-18 04:06:40 main:574] : INFO : Epoch 698 | loss: 0.0311733 | val_loss: 0.0311725 | Time: 2213 ms
[2020-12-18 04:06:43 main:574] : INFO : Epoch 699 | loss: 0.0311733 | val_loss: 0.0311732 | Time: 2243.92 ms
[2020-12-18 04:06:45 main:574] : INFO : Epoch 700 | loss: 0.031174 | val_loss: 0.0311726 | Time: 2181.23 ms
[2020-12-18 04:06:47 main:574] : INFO : Epoch 701 | loss: 0.0311746 | val_loss: 0.0311739 | Time: 2175.93 ms
[2020-12-18 04:06:49 main:574] : INFO : Epoch 702 | loss: 0.0311724 | val_loss: 0.031172 | Time: 2077.41 ms
[2020-12-18 04:06:51 main:574] : INFO : Epoch 703 | loss: 0.0311711 | val_loss: 0.0311731 | Time: 2026.1 ms
[2020-12-18 04:06:53 main:574] : INFO : Epoch 704 | loss: 0.0311704 | val_loss: 0.0311714 | Time: 2152.46 ms
[2020-12-18 04:06:56 main:574] : INFO : Epoch 705 | loss: 0.0311711 | val_loss: 0.0311723 | Time: 2190.04 ms
[2020-12-18 04:06:58 main:574] : INFO : Epoch 706 | loss: 0.0311709 | val_loss: 0.0311715 | Time: 2198.68 ms
[2020-12-18 04:07:00 main:574] : INFO : Epoch 707 | loss: 0.0311697 | val_loss: 0.031171 | Time: 2168.63 ms
[2020-12-18 04:07:02 main:574] : INFO : Epoch 708 | loss: 0.0311698 | val_loss: 0.0311707 | Time: 2159.19 ms
[2020-12-18 04:07:04 main:574] : INFO : Epoch 709 | loss: 0.031169 | val_loss: 0.0311711 | Time: 2050.43 ms
[2020-12-18 04:07:06 main:574] : INFO : Epoch 710 | loss: 0.0311683 | val_loss: 0.0311716 | Time: 1936.78 ms
[2020-12-18 04:07:08 main:574] : INFO : Epoch 711 | loss: 0.0311686 | val_loss: 0.0311722 | Time: 2078.47 ms
[2020-12-18 04:07:10 main:574] : INFO : Epoch 712 | loss: 0.0311671 | val_loss: 0.0311692 | Time: 2204.51 ms
[2020-12-18 04:07:13 main:574] : INFO : Epoch 713 | loss: 0.0311661 | val_loss: 0.0311703 | Time: 2209.35 ms
[2020-12-18 04:07:15 main:574] : INFO : Epoch 714 | loss: 0.0311655 | val_loss: 0.031169 | Time: 2193.45 ms
[2020-12-18 04:07:17 main:574] : INFO : Epoch 715 | loss: 0.0311651 | val_loss: 0.0311676 | Time: 2040.7 ms
[2020-12-18 04:07:19 main:574] : INFO : Epoch 716 | loss: 0.0311648 | val_loss: 0.0311685 | Time: 2012 ms
[2020-12-18 04:07:21 main:574] : INFO : Epoch 717 | loss: 0.0311664 | val_loss: 0.0311681 | Time: 1982.01 ms
[2020-12-18 04:07:23 main:574] : INFO : Epoch 718 | loss: 0.0311673 | val_loss: 0.0311697 | Time: 2196.38 ms
[2020-12-18 04:07:25 main:574] : INFO : Epoch 719 | loss: 0.0311665 | val_loss: 0.0311673 | Time: 2224.55 ms
[2020-12-18 04:07:27 main:574] : INFO : Epoch 720 | loss: 0.0311654 | val_loss: 0.0311681 | Time: 2225.81 ms
[2020-12-18 04:07:30 main:574] : INFO : Epoch 721 | loss: 0.0311649 | val_loss: 0.0311673 | Time: 2201.23 ms
[2020-12-18 04:07:32 main:574] : INFO : Epoch 722 | loss: 0.0311632 | val_loss: 0.031167 | Time: 2015.59 ms
[2020-12-18 04:07:34 main:574] : INFO : Epoch 723 | loss: 0.0311632 | val_loss: 0.0311671 | Time: 1999.78 ms
[2020-12-18 04:07:36 main:574] : INFO : Epoch 724 | loss: 0.0311638 | val_loss: 0.0311685 | Time: 1994.9 ms
[2020-12-18 04:07:38 main:574] : INFO : Epoch 725 | loss: 0.0311646 | val_loss: 0.0311727 | Time: 2203.67 ms
[2020-12-18 04:07:40 main:574] : INFO : Epoch 726 | loss: 0.0311652 | val_loss: 0.0311655 | Time: 2189.05 ms
[2020-12-18 04:07:42 main:574] : INFO : Epoch 727 | loss: 0.0311643 | val_loss: 0.0311677 | Time: 2233.8 ms
[2020-12-18 04:07:45 main:574] : INFO : Epoch 728 | loss: 0.031165 | val_loss: 0.0311687 | Time: 2159.22 ms
[2020-12-18 04:07:47 main:574] : INFO : Epoch 729 | loss: 0.0311643 | val_loss: 0.0311681 | Time: 2012.6 ms
[2020-12-18 04:07:49 main:574] : INFO : Epoch 730 | loss: 0.031166 | val_loss: 0.0311677 | Time: 2001.42 ms
[2020-12-18 04:07:51 main:574] : INFO : Epoch 731 | loss: 0.0311643 | val_loss: 0.0311668 | Time: 2065.53 ms
[2020-12-18 04:07:53 main:574] : INFO : Epoch 732 | loss: 0.0311635 | val_loss: 0.03117 | Time: 2186.96 ms
[2020-12-18 04:07:55 main:574] : INFO : Epoch 733 | loss: 0.0311615 | val_loss: 0.0311671 | Time: 2241.64 ms
[2020-12-18 04:07:57 main:574] : INFO : Epoch 734 | loss: 0.0311633 | val_loss: 0.0311674 | Time: 2223.13 ms
[2020-12-18 04:07:59 main:574] : INFO : Epoch 735 | loss: 0.0311622 | val_loss: 0.0311672 | Time: 2072.28 ms
[2020-12-18 04:08:01 main:574] : INFO : Epoch 736 | loss: 0.031162 | val_loss: 0.031167 | Time: 2008.76 ms
[2020-12-18 04:08:03 main:574] : INFO : Epoch 737 | loss: 0.0311607 | val_loss: 0.0311665 | Time: 2046.76 ms
[2020-12-18 04:08:06 main:574] : INFO : Epoch 738 | loss: 0.0311623 | val_loss: 0.0311664 | Time: 2095.75 ms
[2020-12-18 04:08:08 main:574] : INFO : Epoch 739 | loss: 0.0311608 | val_loss: 0.0311649 | Time: 2211.75 ms
[2020-12-18 04:08:10 main:574] : INFO : Epoch 740 | loss: 0.0311601 | val_loss: 0.0311646 | Time: 2218.04 ms
[2020-12-18 04:08:12 main:574] : INFO : Epoch 741 | loss: 0.0311601 | val_loss: 0.0311662 | Time: 2258 ms
[2020-12-18 04:08:14 main:574] : INFO : Epoch 742 | loss: 0.0311588 | val_loss: 0.0311658 | Time: 1999.24 ms
[2020-12-18 04:08:16 main:574] : INFO : Epoch 743 | loss: 0.0311596 | val_loss: 0.0311675 | Time: 2021.77 ms
[2020-12-18 04:08:18 main:574] : INFO : Epoch 744 | loss: 0.0311615 | val_loss: 0.0311667 | Time: 1967.24 ms
[2020-12-18 04:08:20 main:574] : INFO : Epoch 745 | loss: 0.0311605 | val_loss: 0.0311651 | Time: 2229.18 ms
[2020-12-18 04:08:23 main:574] : INFO : Epoch 746 | loss: 0.0311589 | val_loss: 0.0311654 | Time: 2178.18 ms
[2020-12-18 04:08:25 main:574] : INFO : Epoch 747 | loss: 0.0311597 | val_loss: 0.0311668 | Time: 2211.09 ms
[2020-12-18 04:08:27 main:574] : INFO : Epoch 748 | loss: 0.0311599 | val_loss: 0.0311672 | Time: 2099.95 ms
[2020-12-18 04:08:29 main:574] : INFO : Epoch 749 | loss: 0.0311587 | val_loss: 0.0311641 | Time: 1970.1 ms
[2020-12-18 04:08:31 main:574] : INFO : Epoch 750 | loss: 0.0311582 | val_loss: 0.0311671 | Time: 1903.28 ms
[2020-12-18 04:08:33 main:574] : INFO : Epoch 751 | loss: 0.0311573 | val_loss: 0.0311674 | Time: 2168.04 ms
[2020-12-18 04:08:35 main:574] : INFO : Epoch 752 | loss: 0.031158 | val_loss: 0.031167 | Time: 2200.3 ms
[2020-12-18 04:08:37 main:574] : INFO : Epoch 753 | loss: 0.0311648 | val_loss: 0.0311665 | Time: 2205.49 ms
[2020-12-18 04:08:40 main:574] : INFO : Epoch 754 | loss: 0.031163 | val_loss: 0.031166 | Time: 2149.52 ms
[2020-12-18 04:08:42 main:574] : INFO : Epoch 755 | loss: 0.0311645 | val_loss: 0.0311649 | Time: 2016.7 ms
[2020-12-18 04:08:44 main:574] : INFO : Epoch 756 | loss: 0.0311643 | val_loss: 0.0311653 | Time: 1964.49 ms
[2020-12-18 04:08:46 main:574] : INFO : Epoch 757 | loss: 0.0311616 | val_loss: 0.0311631 | Time: 2006.98 ms
[2020-12-18 04:08:48 main:574] : INFO : Epoch 758 | loss: 0.0311582 | val_loss: 0.0311645 | Time: 2234.78 ms
[2020-12-18 04:08:50 main:574] : INFO : Epoch 759 | loss: 0.0311589 | val_loss: 0.0311638 | Time: 2240.7 ms
[2020-12-18 04:08:52 main:574] : INFO : Epoch 760 | loss: 0.0311593 | val_loss: 0.0311616 | Time: 2197.35 ms
[2020-12-18 04:08:54 main:574] : INFO : Epoch 761 | loss: 0.0311608 | val_loss: 0.0311647 | Time: 2079.16 ms
[2020-12-18 04:08:56 main:574] : INFO : Epoch 762 | loss: 0.0311598 | val_loss: 0.0311643 | Time: 2021.61 ms
[2020-12-18 04:08:58 main:574] : INFO : Epoch 763 | loss: 0.0311581 | val_loss: 0.031162 | Time: 1957.16 ms
[2020-12-18 04:09:01 main:574] : INFO : Epoch 764 | loss: 0.0311597 | val_loss: 0.0311649 | Time: 2174.24 ms
[2020-12-18 04:09:03 main:574] : INFO : Epoch 765 | loss: 0.0311606 | val_loss: 0.0311645 | Time: 2221.21 ms
[2020-12-18 04:09:05 main:574] : INFO : Epoch 766 | loss: 0.0311566 | val_loss: 0.0311633 | Time: 2184.99 ms
[2020-12-18 04:09:07 main:574] : INFO : Epoch 767 | loss: 0.0311566 | val_loss: 0.0311636 | Time: 2235.46 ms
[2020-12-18 04:09:09 main:574] : INFO : Epoch 768 | loss: 0.0311559 | val_loss: 0.0311636 | Time: 1957.33 ms
[2020-12-18 04:09:11 main:574] : INFO : Epoch 769 | loss: 0.0311546 | val_loss: 0.0311643 | Time: 1922.52 ms
[2020-12-18 04:09:13 main:574] : INFO : Epoch 770 | loss: 0.0311546 | val_loss: 0.0311629 | Time: 2080.2 ms
[2020-12-18 04:09:15 main:574] : INFO : Epoch 771 | loss: 0.0311548 | val_loss: 0.0311623 | Time: 2238.72 ms
[2020-12-18 04:09:18 main:574] : INFO : Epoch 772 | loss: 0.0311547 | val_loss: 0.0311666 | Time: 2210.08 ms
[2020-12-18 04:09:20 main:574] : INFO : Epoch 773 | loss: 0.0311541 | val_loss: 0.031161 | Time: 2226.46 ms
[2020-12-18 04:09:22 main:574] : INFO : Epoch 774 | loss: 0.0311565 | val_loss: 0.0311658 | Time: 2026.85 ms
[2020-12-18 04:09:24 main:574] : INFO : Epoch 775 | loss: 0.0311571 | val_loss: 0.0311616 | Time: 1993.33 ms
[2020-12-18 04:09:26 main:574] : INFO : Epoch 776 | loss: 0.0311549 | val_loss: 0.0311631 | Time: 1989.9 ms
[2020-12-18 04:09:28 main:574] : INFO : Epoch 777 | loss: 0.0311554 | val_loss: 0.0311629 | Time: 2150.63 ms
[2020-12-18 04:09:30 main:574] : INFO : Epoch 778 | loss: 0.0311549 | val_loss: 0.0311615 | Time: 2200.95 ms
[2020-12-18 04:09:32 main:574] : INFO : Epoch 779 | loss: 0.0311547 | val_loss: 0.0311668 | Time: 2217.36 ms
[2020-12-18 04:09:35 main:574] : INFO : Epoch 780 | loss: 0.0311544 | val_loss: 0.0311611 | Time: 2177.8 ms
[2020-12-18 04:09:37 main:574] : INFO : Epoch 781 | loss: 0.0311551 | val_loss: 0.0311653 | Time: 2031.83 ms
[2020-12-18 04:09:39 main:574] : INFO : Epoch 782 | loss: 0.0311573 | val_loss: 0.0311606 | Time: 2001.05 ms
[2020-12-18 04:09:41 main:574] : INFO : Epoch 783 | loss: 0.031153 | val_loss: 0.0311621 | Time: 2014.34 ms
[2020-12-18 04:09:43 main:574] : INFO : Epoch 784 | loss: 0.0311528 | val_loss: 0.0311628 | Time: 2228.99 ms
[2020-12-18 04:09:45 main:574] : INFO : Epoch 785 | loss: 0.0311553 | val_loss: 0.0311625 | Time: 2196.17 ms
[2020-12-18 04:09:47 main:574] : INFO : Epoch 786 | loss: 0.0311543 | val_loss: 0.0311646 | Time: 2224.02 ms
[2020-12-18 04:09:50 main:574] : INFO : Epoch 787 | loss: 0.0311537 | val_loss: 0.0311605 | Time: 2118.85 ms
[2020-12-18 04:09:52 main:574] : INFO : Epoch 788 | loss: 0.0311571 | val_loss: 0.0311656 | Time: 2005.47 ms
[2020-12-18 04:09:53 main:574] : INFO : Epoch 789 | loss: 0.0311595 | val_loss: 0.0311673 | Time: 1962.55 ms
[2020-12-18 04:09:56 main:574] : INFO : Epoch 790 | loss: 0.03116 | val_loss: 0.0311622 | Time: 2103.25 ms
[2020-12-18 04:09:58 main:574] : INFO : Epoch 791 | loss: 0.0311572 | val_loss: 0.0311629 | Time: 2203.28 ms
[2020-12-18 04:10:00 main:574] : INFO : Epoch 792 | loss: 0.0311564 | val_loss: 0.0311614 | Time: 2199.29 ms
[2020-12-18 04:10:02 main:574] : INFO : Epoch 793 | loss: 0.0311552 | val_loss: 0.0311607 | Time: 2256.17 ms
[2020-12-18 04:10:04 main:574] : INFO : Epoch 794 | loss: 0.0311547 | val_loss: 0.0311602 | Time: 2091.51 ms
[2020-12-18 04:10:06 main:574] : INFO : Epoch 795 | loss: 0.0311558 | val_loss: 0.0311613 | Time: 2003.41 ms
[2020-12-18 04:10:08 main:574] : INFO : Epoch 796 | loss: 0.0311579 | val_loss: 0.0311685 | Time: 2004.87 ms
[2020-12-18 04:10:11 main:574] : INFO : Epoch 797 | loss: 0.0311567 | val_loss: 0.0311638 | Time: 2144.09 ms
[2020-12-18 04:10:13 main:574] : INFO : Epoch 798 | loss: 0.0311562 | val_loss: 0.0311616 | Time: 2179.05 ms
[2020-12-18 04:10:15 main:574] : INFO : Epoch 799 | loss: 0.0311539 | val_loss: 0.0311599 | Time: 2206.13 ms
[2020-12-18 04:10:17 main:574] : INFO : Epoch 800 | loss: 0.0311552 | val_loss: 0.0311636 | Time: 2145.85 ms
[2020-12-18 04:10:19 main:574] : INFO : Epoch 801 | loss: 0.0311564 | val_loss: 0.0311626 | Time: 2000.79 ms
[2020-12-18 04:10:21 main:574] : INFO : Epoch 802 | loss: 0.0311561 | val_loss: 0.0311652 | Time: 1949.7 ms
[2020-12-18 04:10:23 main:574] : INFO : Epoch 803 | loss: 0.031155 | val_loss: 0.0311614 | Time: 2119.06 ms
[2020-12-18 04:10:25 main:574] : INFO : Epoch 804 | loss: 0.0311559 | val_loss: 0.0311643 | Time: 2220.82 ms
[2020-12-18 04:10:28 main:574] : INFO : Epoch 805 | loss: 0.0311546 | val_loss: 0.031161 | Time: 2160.19 ms
[2020-12-18 04:10:30 main:574] : INFO : Epoch 806 | loss: 0.0311538 | val_loss: 0.0311647 | Time: 2208.19 ms
[2020-12-18 04:10:32 main:574] : INFO : Epoch 807 | loss: 0.0311542 | val_loss: 0.0311622 | Time: 2018.55 ms
[2020-12-18 04:10:34 main:574] : INFO : Epoch 808 | loss: 0.0311529 | val_loss: 0.0311625 | Time: 2011.77 ms
[2020-12-18 04:10:36 main:574] : INFO : Epoch 809 | loss: 0.0311534 | val_loss: 0.0311645 | Time: 2006.82 ms
[2020-12-18 04:10:38 main:574] : INFO : Epoch 810 | loss: 0.031152 | val_loss: 0.0311631 | Time: 2210.9 ms
[2020-12-18 04:10:40 main:574] : INFO : Epoch 811 | loss: 0.0311515 | val_loss: 0.0311629 | Time: 2207.34 ms
[2020-12-18 04:10:42 main:574] : INFO : Epoch 812 | loss: 0.0311498 | val_loss: 0.0311672 | Time: 2207.38 ms
[2020-12-18 04:10:45 main:574] : INFO : Epoch 813 | loss: 0.0311531 | val_loss: 0.0311621 | Time: 2194.95 ms
[2020-12-18 04:10:47 main:574] : INFO : Epoch 814 | loss: 0.0311536 | val_loss: 0.0311585 | Time: 2002.83 ms
[2020-12-18 04:10:49 main:574] : INFO : Epoch 815 | loss: 0.0311529 | val_loss: 0.0311607 | Time: 1975.52 ms
[2020-12-18 04:10:51 main:574] : INFO : Epoch 816 | loss: 0.0311521 | val_loss: 0.0311624 | Time: 2045.72 ms
[2020-12-18 04:10:53 main:574] : INFO : Epoch 817 | loss: 0.0311569 | val_loss: 0.0311726 | Time: 2203.83 ms
[2020-12-18 04:10:55 main:574] : INFO : Epoch 818 | loss: 0.0311551 | val_loss: 0.0311625 | Time: 2174.29 ms
[2020-12-18 04:10:57 main:574] : INFO : Epoch 819 | loss: 0.0311523 | val_loss: 0.0311603 | Time: 2199.75 ms
[2020-12-18 04:10:59 main:574] : INFO : Epoch 820 | loss: 0.0311527 | val_loss: 0.0311656 | Time: 2020.94 ms
[2020-12-18 04:11:01 main:574] : INFO : Epoch 821 | loss: 0.0311504 | val_loss: 0.0311616 | Time: 1980.09 ms
[2020-12-18 04:11:03 main:574] : INFO : Epoch 822 | loss: 0.0311526 | val_loss: 0.0311645 | Time: 2022.55 ms
[2020-12-18 04:11:06 main:574] : INFO : Epoch 823 | loss: 0.0311524 | val_loss: 0.0311655 | Time: 2206.97 ms
[2020-12-18 04:11:08 main:574] : INFO : Epoch 824 | loss: 0.0311523 | val_loss: 0.031161 | Time: 2201.57 ms
[2020-12-18 04:11:10 main:574] : INFO : Epoch 825 | loss: 0.0311503 | val_loss: 0.0311628 | Time: 2190 ms
[2020-12-18 04:11:12 main:574] : INFO : Epoch 826 | loss: 0.0311513 | val_loss: 0.0311623 | Time: 2152.18 ms
[2020-12-18 04:11:14 main:574] : INFO : Epoch 827 | loss: 0.0311532 | val_loss: 0.0311604 | Time: 1949.54 ms
[2020-12-18 04:11:16 main:574] : INFO : Epoch 828 | loss: 0.0311535 | val_loss: 0.0311632 | Time: 1933.1 ms
[2020-12-18 04:11:18 main:574] : INFO : Epoch 829 | loss: 0.0311515 | val_loss: 0.0311608 | Time: 2141.56 ms
[2020-12-18 04:11:20 main:574] : INFO : Epoch 830 | loss: 0.0311501 | val_loss: 0.0311582 | Time: 2187.93 ms
[2020-12-18 04:11:23 main:574] : INFO : Epoch 831 | loss: 0.0311497 | val_loss: 0.0311634 | Time: 2204.26 ms
[2020-12-18 04:11:25 main:574] : INFO : Epoch 832 | loss: 0.0311556 | val_loss: 0.031164 | Time: 2178.58 ms
[2020-12-18 04:11:27 main:574] : INFO : Epoch 833 | loss: 0.03116 | val_loss: 0.0311636 | Time: 1980.37 ms
[2020-12-18 04:11:29 main:574] : INFO : Epoch 834 | loss: 0.0311646 | val_loss: 0.0311698 | Time: 1923.01 ms
[2020-12-18 04:11:31 main:574] : INFO : Epoch 835 | loss: 0.031163 | val_loss: 0.031169 | Time: 2078.53 ms
[2020-12-18 04:11:33 main:574] : INFO : Epoch 836 | loss: 0.0311622 | val_loss: 0.0311645 | Time: 2191.06 ms
[2020-12-18 04:11:35 main:574] : INFO : Epoch 837 | loss: 0.0311631 | val_loss: 0.0311662 | Time: 2208.82 ms
[2020-12-18 04:11:37 main:574] : INFO : Epoch 838 | loss: 0.0311619 | val_loss: 0.0311671 | Time: 2229.51 ms
[2020-12-18 04:11:39 main:574] : INFO : Epoch 839 | loss: 0.0311645 | val_loss: 0.0311675 | Time: 2027.32 ms
[2020-12-18 04:11:41 main:574] : INFO : Epoch 840 | loss: 0.0311609 | val_loss: 0.0311601 | Time: 2013.34 ms
[2020-12-18 04:11:43 main:574] : INFO : Epoch 841 | loss: 0.0311575 | val_loss: 0.0311612 | Time: 1964.05 ms
[2020-12-18 04:11:46 main:574] : INFO : Epoch 842 | loss: 0.0311569 | val_loss: 0.0311618 | Time: 2156.96 ms
[2020-12-18 04:11:48 main:574] : INFO : Epoch 843 | loss: 0.0311567 | val_loss: 0.0311608 | Time: 2203.51 ms
[2020-12-18 04:11:50 main:574] : INFO : Epoch 844 | loss: 0.0311553 | val_loss: 0.0311634 | Time: 2176.02 ms
[2020-12-18 04:11:52 main:574] : INFO : Epoch 845 | loss: 0.0311546 | val_loss: 0.0311622 | Time: 2138.63 ms
[2020-12-18 04:11:54 main:574] : INFO : Epoch 846 | loss: 0.0311544 | val_loss: 0.0311614 | Time: 1934.22 ms
[2020-12-18 04:11:56 main:574] : INFO : Epoch 847 | loss: 0.0311544 | val_loss: 0.0311622 | Time: 1976.71 ms
[2020-12-18 04:11:58 main:574] : INFO : Epoch 848 | loss: 0.0311551 | val_loss: 0.0311625 | Time: 2107.62 ms
[2020-12-18 04:12:00 main:574] : INFO : Epoch 849 | loss: 0.0311547 | val_loss: 0.0311619 | Time: 2256.64 ms
[2020-12-18 04:12:03 main:574] : INFO : Epoch 850 | loss: 0.0311576 | val_loss: 0.0311605 | Time: 2236.97 ms
[2020-12-18 04:12:05 main:574] : INFO : Epoch 851 | loss: 0.0311624 | val_loss: 0.0311719 | Time: 2182.47 ms
[2020-12-18 04:12:07 main:574] : INFO : Epoch 852 | loss: 0.0311657 | val_loss: 0.031165 | Time: 2101.84 ms
[2020-12-18 04:12:09 main:574] : INFO : Epoch 853 | loss: 0.0311618 | val_loss: 0.0311646 | Time: 1979.3 ms
[2020-12-18 04:12:11 main:574] : INFO : Epoch 854 | loss: 0.0311609 | val_loss: 0.031166 | Time: 1942.04 ms
[2020-12-18 04:12:13 main:574] : INFO : Epoch 855 | loss: 0.0311636 | val_loss: 0.0311638 | Time: 2194.7 ms
[2020-12-18 04:12:15 main:574] : INFO : Epoch 856 | loss: 0.031161 | val_loss: 0.0311624 | Time: 2205.37 ms
[2020-12-18 04:12:18 main:574] : INFO : Epoch 857 | loss: 0.0311604 | val_loss: 0.0311679 | Time: 2218.68 ms
[2020-12-18 04:12:20 main:574] : INFO : Epoch 858 | loss: 0.0311594 | val_loss: 0.0311628 | Time: 2183.45 ms
[2020-12-18 04:12:22 main:574] : INFO : Epoch 859 | loss: 0.0311582 | val_loss: 0.03116 | Time: 1995.32 ms
[2020-12-18 04:12:24 main:574] : INFO : Epoch 860 | loss: 0.0311589 | val_loss: 0.0311603 | Time: 1904.56 ms
[2020-12-18 04:12:26 main:574] : INFO : Epoch 861 | loss: 0.0311583 | val_loss: 0.0311601 | Time: 2075.86 ms
[2020-12-18 04:12:28 main:574] : INFO : Epoch 862 | loss: 0.0311563 | val_loss: 0.0311602 | Time: 2157.31 ms
[2020-12-18 04:12:30 main:574] : INFO : Epoch 863 | loss: 0.0311563 | val_loss: 0.0311598 | Time: 2209.29 ms
[2020-12-18 04:12:32 main:574] : INFO : Epoch 864 | loss: 0.0311575 | val_loss: 0.0311622 | Time: 2222.04 ms
[2020-12-18 04:12:34 main:574] : INFO : Epoch 865 | loss: 0.0311559 | val_loss: 0.0311599 | Time: 2019.77 ms
[2020-12-18 04:12:36 main:574] : INFO : Epoch 866 | loss: 0.0311545 | val_loss: 0.0311592 | Time: 2010.46 ms
[2020-12-18 04:12:38 main:574] : INFO : Epoch 867 | loss: 0.0311541 | val_loss: 0.0311605 | Time: 2024.25 ms
[2020-12-18 04:12:41 main:574] : INFO : Epoch 868 | loss: 0.031155 | val_loss: 0.0311613 | Time: 2186.92 ms
[2020-12-18 04:12:43 main:574] : INFO : Epoch 869 | loss: 0.0311538 | val_loss: 0.0311608 | Time: 2213.34 ms
[2020-12-18 04:12:45 main:574] : INFO : Epoch 870 | loss: 0.0311557 | val_loss: 0.03116 | Time: 2231.2 ms
[2020-12-18 04:12:47 main:574] : INFO : Epoch 871 | loss: 0.0311533 | val_loss: 0.0311599 | Time: 2092.13 ms
[2020-12-18 04:12:49 main:574] : INFO : Epoch 872 | loss: 0.0311525 | val_loss: 0.0311581 | Time: 1985.43 ms
[2020-12-18 04:12:51 main:574] : INFO : Epoch 873 | loss: 0.0311537 | val_loss: 0.0311596 | Time: 1918.14 ms
[2020-12-18 04:12:53 main:574] : INFO : Epoch 874 | loss: 0.0311509 | val_loss: 0.0311574 | Time: 2103.97 ms
[2020-12-18 04:12:55 main:574] : INFO : Epoch 875 | loss: 0.0311507 | val_loss: 0.0311574 | Time: 2208.41 ms
[2020-12-18 04:12:58 main:574] : INFO : Epoch 876 | loss: 0.0311512 | val_loss: 0.031158 | Time: 2180.5 ms
[2020-12-18 04:13:00 main:574] : INFO : Epoch 877 | loss: 0.0311511 | val_loss: 0.0311568 | Time: 2216.71 ms
[2020-12-18 04:13:02 main:574] : INFO : Epoch 878 | loss: 0.0311511 | val_loss: 0.0311564 | Time: 1973.64 ms
[2020-12-18 04:13:04 main:574] : INFO : Epoch 879 | loss: 0.0311502 | val_loss: 0.0311552 | Time: 2120.87 ms
[2020-12-18 04:13:06 main:574] : INFO : Epoch 880 | loss: 0.0311508 | val_loss: 0.0311572 | Time: 1937.08 ms
[2020-12-18 04:13:08 main:574] : INFO : Epoch 881 | loss: 0.0311532 | val_loss: 0.0311638 | Time: 2201.63 ms
[2020-12-18 04:13:10 main:574] : INFO : Epoch 882 | loss: 0.0311538 | val_loss: 0.0311566 | Time: 2182.03 ms
[2020-12-18 04:13:12 main:574] : INFO : Epoch 883 | loss: 0.031152 | val_loss: 0.0311556 | Time: 2241.65 ms
[2020-12-18 04:13:15 main:574] : INFO : Epoch 884 | loss: 0.0311503 | val_loss: 0.0311564 | Time: 2049.46 ms
[2020-12-18 04:13:16 main:574] : INFO : Epoch 885 | loss: 0.0311489 | val_loss: 0.0311571 | Time: 1960.5 ms
[2020-12-18 04:13:18 main:574] : INFO : Epoch 886 | loss: 0.031149 | val_loss: 0.0311563 | Time: 1942.53 ms
[2020-12-18 04:13:21 main:574] : INFO : Epoch 887 | loss: 0.0311498 | val_loss: 0.0311572 | Time: 2189.19 ms
[2020-12-18 04:13:23 main:574] : INFO : Epoch 888 | loss: 0.0311494 | val_loss: 0.031157 | Time: 2179.23 ms
[2020-12-18 04:13:25 main:574] : INFO : Epoch 889 | loss: 0.0311484 | val_loss: 0.0311542 | Time: 2194.17 ms
[2020-12-18 04:13:27 main:574] : INFO : Epoch 890 | loss: 0.0311506 | val_loss: 0.0311632 | Time: 2162.21 ms
[2020-12-18 04:13:29 main:574] : INFO : Epoch 891 | loss: 0.0311513 | val_loss: 0.0311564 | Time: 1956.22 ms
[2020-12-18 04:13:31 main:574] : INFO : Epoch 892 | loss: 0.0311479 | val_loss: 0.0311547 | Time: 1933.68 ms
[2020-12-18 04:13:33 main:574] : INFO : Epoch 893 | loss: 0.0311467 | val_loss: 0.0311545 | Time: 2112.35 ms
[2020-12-18 04:13:35 main:574] : INFO : Epoch 894 | loss: 0.0311473 | val_loss: 0.0311541 | Time: 2219.41 ms
[2020-12-18 04:13:38 main:574] : INFO : Epoch 895 | loss: 0.0311479 | val_loss: 0.0311585 | Time: 2231.92 ms
[2020-12-18 04:13:40 main:574] : INFO : Epoch 896 | loss: 0.0311525 | val_loss: 0.0311654 | Time: 2227 ms
[2020-12-18 04:13:42 main:574] : INFO : Epoch 897 | loss: 0.0311594 | val_loss: 0.0311623 | Time: 2072.22 ms
[2020-12-18 04:13:44 main:574] : INFO : Epoch 898 | loss: 0.0311613 | val_loss: 0.031161 | Time: 2017.12 ms
[2020-12-18 04:13:46 main:574] : INFO : Epoch 899 | loss: 0.0311609 | val_loss: 0.0311587 | Time: 1964.98 ms
[2020-12-18 04:13:48 main:574] : INFO : Epoch 900 | loss: 0.0311588 | val_loss: 0.0311607 | Time: 2173.98 ms
[2020-12-18 04:13:50 main:574] : INFO : Epoch 901 | loss: 0.0311581 | val_loss: 0.0311619 | Time: 2198.5 ms
[2020-12-18 04:13:53 main:574] : INFO : Epoch 902 | loss: 0.0311553 | val_loss: 0.0311589 | Time: 2186.69 ms
[2020-12-18 04:13:55 main:574] : INFO : Epoch 903 | loss: 0.031156 | val_loss: 0.0311593 | Time: 2176.98 ms
[2020-12-18 04:13:57 main:574] : INFO : Epoch 904 | loss: 0.0311539 | val_loss: 0.031158 | Time: 1978.68 ms
[2020-12-18 04:13:59 main:574] : INFO : Epoch 905 | loss: 0.0311532 | val_loss: 0.0311621 | Time: 1916.84 ms
[2020-12-18 04:14:01 main:574] : INFO : Epoch 906 | loss: 0.0311511 | val_loss: 0.0311594 | Time: 2107.43 ms
[2020-12-18 04:14:03 main:574] : INFO : Epoch 907 | loss: 0.0311511 | val_loss: 0.0311588 | Time: 2300.2 ms
[2020-12-18 04:14:05 main:574] : INFO : Epoch 908 | loss: 0.0311514 | val_loss: 0.0311631 | Time: 2172.11 ms
[2020-12-18 04:14:07 main:574] : INFO : Epoch 909 | loss: 0.0311531 | val_loss: 0.0311597 | Time: 2212.36 ms
[2020-12-18 04:14:10 main:574] : INFO : Epoch 910 | loss: 0.0311492 | val_loss: 0.0311571 | Time: 2060.31 ms
[2020-12-18 04:14:12 main:574] : INFO : Epoch 911 | loss: 0.031149 | val_loss: 0.03116 | Time: 1993.92 ms
[2020-12-18 04:14:13 main:574] : INFO : Epoch 912 | loss: 0.0311495 | val_loss: 0.0311567 | Time: 1929.1 ms
[2020-12-18 04:14:16 main:574] : INFO : Epoch 913 | loss: 0.0311498 | val_loss: 0.0311617 | Time: 2156.07 ms
[2020-12-18 04:14:18 main:574] : INFO : Epoch 914 | loss: 0.0311493 | val_loss: 0.0311584 | Time: 2197 ms
[2020-12-18 04:14:20 main:574] : INFO : Epoch 915 | loss: 0.0311503 | val_loss: 0.0311598 | Time: 2226.86 ms
[2020-12-18 04:14:22 main:574] : INFO : Epoch 916 | loss: 0.0311502 | val_loss: 0.0311581 | Time: 2150.25 ms
[2020-12-18 04:14:24 main:574] : INFO : Epoch 917 | loss: 0.0311507 | val_loss: 0.031158 | Time: 2011.84 ms
[2020-12-18 04:14:26 main:574] : INFO : Epoch 918 | loss: 0.0311488 | val_loss: 0.0311582 | Time: 1979.12 ms
[2020-12-18 04:14:28 main:574] : INFO : Epoch 919 | loss: 0.0311495 | val_loss: 0.0311567 | Time: 2082.01 ms
[2020-12-18 04:14:30 main:574] : INFO : Epoch 920 | loss: 0.0311473 | val_loss: 0.0311611 | Time: 2194.92 ms
[2020-12-18 04:14:33 main:574] : INFO : Epoch 921 | loss: 0.0311491 | val_loss: 0.0311602 | Time: 2185.27 ms
[2020-12-18 04:14:35 main:574] : INFO : Epoch 922 | loss: 0.031148 | val_loss: 0.0311573 | Time: 2210.67 ms
[2020-12-18 04:14:37 main:574] : INFO : Epoch 923 | loss: 0.0311503 | val_loss: 0.0311599 | Time: 1936.23 ms
[2020-12-18 04:14:39 main:574] : INFO : Epoch 924 | loss: 0.0311484 | val_loss: 0.0311587 | Time: 1987.69 ms
[2020-12-18 04:14:41 main:574] : INFO : Epoch 925 | loss: 0.0311459 | val_loss: 0.031155 | Time: 2007.81 ms
[2020-12-18 04:14:43 main:574] : INFO : Epoch 926 | loss: 0.0311457 | val_loss: 0.0311534 | Time: 2205.57 ms
[2020-12-18 04:14:45 main:574] : INFO : Epoch 927 | loss: 0.031148 | val_loss: 0.0311561 | Time: 2205.4 ms
[2020-12-18 04:14:47 main:574] : INFO : Epoch 928 | loss: 0.0311488 | val_loss: 0.0311561 | Time: 2214.99 ms
[2020-12-18 04:14:50 main:574] : INFO : Epoch 929 | loss: 0.0311475 | val_loss: 0.0311555 | Time: 2098.7 ms
[2020-12-18 04:14:51 main:574] : INFO : Epoch 930 | loss: 0.0311464 | val_loss: 0.031157 | Time: 1892.28 ms
[2020-12-18 04:14:53 main:574] : INFO : Epoch 931 | loss: 0.0311483 | val_loss: 0.0311543 | Time: 1968.42 ms
[2020-12-18 04:14:56 main:574] : INFO : Epoch 932 | loss: 0.0311473 | val_loss: 0.0311547 | Time: 2189.08 ms
[2020-12-18 04:14:58 main:574] : INFO : Epoch 933 | loss: 0.031146 | val_loss: 0.031155 | Time: 2225.2 ms
[2020-12-18 04:15:00 main:574] : INFO : Epoch 934 | loss: 0.0311468 | val_loss: 0.0311543 | Time: 2229.23 ms
[2020-12-18 04:15:02 main:574] : INFO : Epoch 935 | loss: 0.0311454 | val_loss: 0.0311541 | Time: 2146.79 ms
[2020-12-18 04:15:04 main:574] : INFO : Epoch 936 | loss: 0.0311448 | val_loss: 0.0311529 | Time: 2101.82 ms
[2020-12-18 04:15:06 main:574] : INFO : Epoch 937 | loss: 0.0311456 | val_loss: 0.0311566 | Time: 2012.58 ms
[2020-12-18 04:15:08 main:574] : INFO : Epoch 938 | loss: 0.0311461 | val_loss: 0.0311571 | Time: 1953.47 ms
[2020-12-18 04:15:11 main:574] : INFO : Epoch 939 | loss: 0.0311443 | val_loss: 0.0311575 | Time: 2238.64 ms
[2020-12-18 04:15:13 main:574] : INFO : Epoch 940 | loss: 0.0311456 | val_loss: 0.0311562 | Time: 2228.33 ms
[2020-12-18 04:15:15 main:574] : INFO : Epoch 941 | loss: 0.0311449 | val_loss: 0.0311546 | Time: 2221.29 ms
[2020-12-18 04:15:17 main:574] : INFO : Epoch 942 | loss: 0.031145 | val_loss: 0.0311569 | Time: 2070.68 ms
[2020-12-18 04:15:19 main:574] : INFO : Epoch 943 | loss: 0.031144 | val_loss: 0.031159 | Time: 1967.89 ms
[2020-12-18 04:15:21 main:574] : INFO : Epoch 944 | loss: 0.031147 | val_loss: 0.0311593 | Time: 2038.21 ms
[2020-12-18 04:15:23 main:574] : INFO : Epoch 945 | loss: 0.0311483 | val_loss: 0.0311567 | Time: 2117.08 ms
[2020-12-18 04:15:25 main:574] : INFO : Epoch 946 | loss: 0.0311503 | val_loss: 0.031155 | Time: 2182.32 ms
[2020-12-18 04:15:28 main:574] : INFO : Epoch 947 | loss: 0.0311478 | val_loss: 0.0311568 | Time: 2221.73 ms
[2020-12-18 04:15:30 main:574] : INFO : Epoch 948 | loss: 0.0311448 | val_loss: 0.0311517 | Time: 2205.01 ms
[2020-12-18 04:15:32 main:574] : INFO : Epoch 949 | loss: 0.0311431 | val_loss: 0.0311526 | Time: 2000.75 ms
[2020-12-18 04:15:34 main:574] : INFO : Epoch 950 | loss: 0.0311449 | val_loss: 0.0311518 | Time: 2051.69 ms
[2020-12-18 04:15:36 main:574] : INFO : Epoch 951 | loss: 0.0311431 | val_loss: 0.0311533 | Time: 2012.78 ms
[2020-12-18 04:15:38 main:574] : INFO : Epoch 952 | loss: 0.0311416 | val_loss: 0.0311528 | Time: 2180.53 ms
[2020-12-18 04:15:40 main:574] : INFO : Epoch 953 | loss: 0.0311409 | val_loss: 0.0311619 | Time: 2183.49 ms
[2020-12-18 04:15:43 main:574] : INFO : Epoch 954 | loss: 0.031143 | val_loss: 0.031154 | Time: 2234.57 ms
[2020-12-18 04:15:45 main:574] : INFO : Epoch 955 | loss: 0.0311404 | val_loss: 0.031153 | Time: 2105.51 ms
[2020-12-18 04:15:47 main:574] : INFO : Epoch 956 | loss: 0.0311417 | val_loss: 0.0311595 | Time: 1978.27 ms
[2020-12-18 04:15:49 main:574] : INFO : Epoch 957 | loss: 0.031144 | val_loss: 0.0311564 | Time: 1921.06 ms
[2020-12-18 04:15:51 main:574] : INFO : Epoch 958 | loss: 0.0311461 | val_loss: 0.0311572 | Time: 2134.29 ms
[2020-12-18 04:15:53 main:574] : INFO : Epoch 959 | loss: 0.0311429 | val_loss: 0.0311558 | Time: 2190.84 ms
[2020-12-18 04:15:55 main:574] : INFO : Epoch 960 | loss: 0.0311439 | val_loss: 0.0311641 | Time: 2202.41 ms
[2020-12-18 04:15:57 main:574] : INFO : Epoch 961 | loss: 0.0311542 | val_loss: 0.0311564 | Time: 2203.1 ms
[2020-12-18 04:15:59 main:574] : INFO : Epoch 962 | loss: 0.0311594 | val_loss: 0.0311625 | Time: 2016 ms
[2020-12-18 04:16:01 main:574] : INFO : Epoch 963 | loss: 0.0311618 | val_loss: 0.0311617 | Time: 1987.48 ms
[2020-12-18 04:16:03 main:574] : INFO : Epoch 964 | loss: 0.0311577 | val_loss: 0.0311601 | Time: 2081.01 ms
[2020-12-18 04:16:06 main:574] : INFO : Epoch 965 | loss: 0.0311575 | val_loss: 0.0311557 | Time: 2235.33 ms
[2020-12-18 04:16:08 main:574] : INFO : Epoch 966 | loss: 0.0311549 | val_loss: 0.0311574 | Time: 2228.77 ms
[2020-12-18 04:16:10 main:574] : INFO : Epoch 967 | loss: 0.031154 | val_loss: 0.0311565 | Time: 2217.53 ms
[2020-12-18 04:16:12 main:574] : INFO : Epoch 968 | loss: 0.0311536 | val_loss: 0.031156 | Time: 2232.07 ms
[2020-12-18 04:16:14 main:574] : INFO : Epoch 969 | loss: 0.0311522 | val_loss: 0.0311592 | Time: 2001.9 ms
[2020-12-18 04:16:16 main:574] : INFO : Epoch 970 | loss: 0.0311523 | val_loss: 0.0311602 | Time: 2049.93 ms
[2020-12-18 04:16:18 main:574] : INFO : Epoch 971 | loss: 0.0311513 | val_loss: 0.0311554 | Time: 2012.98 ms
[2020-12-18 04:16:21 main:574] : INFO : Epoch 972 | loss: 0.0311514 | val_loss: 0.0311575 | Time: 2179.02 ms
[2020-12-18 04:16:23 main:574] : INFO : Epoch 973 | loss: 0.0311512 | val_loss: 0.0311617 | Time: 2215.97 ms
[2020-12-18 04:16:25 main:574] : INFO : Epoch 974 | loss: 0.0311519 | val_loss: 0.0311559 | Time: 2227.83 ms
[2020-12-18 04:16:27 main:574] : INFO : Epoch 975 | loss: 0.0311485 | val_loss: 0.0311584 | Time: 2163.09 ms
[2020-12-18 04:16:29 main:574] : INFO : Epoch 976 | loss: 0.0311487 | val_loss: 0.0311558 | Time: 1985.08 ms
[2020-12-18 04:16:31 main:574] : INFO : Epoch 977 | loss: 0.0311501 | val_loss: 0.0311559 | Time: 1967.96 ms
[2020-12-18 04:16:33 main:574] : INFO : Epoch 978 | loss: 0.0311476 | val_loss: 0.0311526 | Time: 2068.11 ms
[2020-12-18 04:16:36 main:574] : INFO : Epoch 979 | loss: 0.0311479 | val_loss: 0.0311546 | Time: 2215.95 ms
[2020-12-18 04:16:38 main:574] : INFO : Epoch 980 | loss: 0.0311468 | val_loss: 0.0311545 | Time: 2201.28 ms
[2020-12-18 04:16:40 main:574] : INFO : Epoch 981 | loss: 0.0311472 | val_loss: 0.0311558 | Time: 2218.43 ms
[2020-12-18 04:16:42 main:574] : INFO : Epoch 982 | loss: 0.0311495 | val_loss: 0.0311586 | Time: 2085.63 ms
[2020-12-18 04:16:44 main:574] : INFO : Epoch 983 | loss: 0.03115 | val_loss: 0.0311606 | Time: 1958.73 ms
[2020-12-18 04:16:46 main:574] : INFO : Epoch 984 | loss: 0.0311487 | val_loss: 0.0311563 | Time: 2011.19 ms
[2020-12-18 04:16:48 main:574] : INFO : Epoch 985 | loss: 0.0311481 | val_loss: 0.0311623 | Time: 2192.59 ms
[2020-12-18 04:16:50 main:574] : INFO : Epoch 986 | loss: 0.0311502 | val_loss: 0.0311549 | Time: 2208.81 ms
[2020-12-18 04:16:53 main:574] : INFO : Epoch 987 | loss: 0.0311468 | val_loss: 0.0311555 | Time: 2215.61 ms
[2020-12-18 04:16:55 main:574] : INFO : Epoch 988 | loss: 0.0311468 | val_loss: 0.0311627 | Time: 2185.48 ms
[2020-12-18 04:16:57 main:574] : INFO : Epoch 989 | loss: 0.0311483 | val_loss: 0.0311581 | Time: 1960.42 ms
[2020-12-18 04:16:59 main:574] : INFO : Epoch 990 | loss: 0.0311494 | val_loss: 0.0311585 | Time: 2030.96 ms
[2020-12-18 04:17:01 main:574] : INFO : Epoch 991 | loss: 0.0311539 | val_loss: 0.0311617 | Time: 2001.86 ms
[2020-12-18 04:17:03 main:574] : INFO : Epoch 992 | loss: 0.031159 | val_loss: 0.0311738 | Time: 2268.47 ms
[2020-12-18 04:17:05 main:574] : INFO : Epoch 993 | loss: 0.0311632 | val_loss: 0.0311769 | Time: 2233.33 ms
[2020-12-18 04:17:08 main:574] : INFO : Epoch 994 | loss: 0.0311739 | val_loss: 0.0311725 | Time: 2215.16 ms
[2020-12-18 04:17:10 main:574] : INFO : Epoch 995 | loss: 0.0311662 | val_loss: 0.0311594 | Time: 2203.15 ms
[2020-12-18 04:17:12 main:574] : INFO : Epoch 996 | loss: 0.0311599 | val_loss: 0.0311587 | Time: 1966.64 ms
[2020-12-18 04:17:14 main:574] : INFO : Epoch 997 | loss: 0.0311576 | val_loss: 0.0311627 | Time: 1928.44 ms
[2020-12-18 04:17:16 main:574] : INFO : Epoch 998 | loss: 0.0311575 | val_loss: 0.0311581 | Time: 2068.77 ms
[2020-12-18 04:17:18 main:574] : INFO : Epoch 999 | loss: 0.031155 | val_loss: 0.0311579 | Time: 2177.13 ms
[2020-12-18 04:17:20 main:574] : INFO : Epoch 1000 | loss: 0.031153 | val_loss: 0.0311597 | Time: 2201.97 ms
[2020-12-18 04:17:22 main:574] : INFO : Epoch 1001 | loss: 0.0311521 | val_loss: 0.0311577 | Time: 2189.72 ms
[2020-12-18 04:17:24 main:574] : INFO : Epoch 1002 | loss: 0.0311517 | val_loss: 0.0311557 | Time: 1990.36 ms
[2020-12-18 04:17:26 main:574] : INFO : Epoch 1003 | loss: 0.0311528 | val_loss: 0.0311689 | Time: 1916.87 ms
[2020-12-18 04:17:28 main:574] : INFO : Epoch 1004 | loss: 0.0311528 | val_loss: 0.031156 | Time: 2072.23 ms
[2020-12-18 04:17:31 main:574] : INFO : Epoch 1005 | loss: 0.0311491 | val_loss: 0.0311553 | Time: 2231.22 ms
[2020-12-18 04:17:33 main:574] : INFO : Epoch 1006 | loss: 0.031148 | val_loss: 0.0311534 | Time: 2218.94 ms
[2020-12-18 04:17:35 main:574] : INFO : Epoch 1007 | loss: 0.0311495 | val_loss: 0.0311532 | Time: 2214.77 ms
[2020-12-18 04:17:37 main:574] : INFO : Epoch 1008 | loss: 0.0311482 | val_loss: 0.0311554 | Time: 2096.23 ms
[2020-12-18 04:17:39 main:574] : INFO : Epoch 1009 | loss: 0.0311537 | val_loss: 0.031157 | Time: 1981.62 ms
[2020-12-18 04:17:41 main:574] : INFO : Epoch 1010 | loss: 0.0311525 | val_loss: 0.0311561 | Time: 1885.03 ms
[2020-12-18 04:17:43 main:574] : INFO : Epoch 1011 | loss: 0.0311512 | val_loss: 0.031158 | Time: 2191.83 ms
[2020-12-18 04:17:45 main:574] : INFO : Epoch 1012 | loss: 0.0311521 | val_loss: 0.0311582 | Time: 2193.58 ms
[2020-12-18 04:17:48 main:574] : INFO : Epoch 1013 | loss: 0.0311535 | val_loss: 0.0311562 | Time: 2193.92 ms
[2020-12-18 04:17:50 main:574] : INFO : Epoch 1014 | loss: 0.0311529 | val_loss: 0.0311552 | Time: 2155.79 ms
[2020-12-18 04:17:52 main:574] : INFO : Epoch 1015 | loss: 0.0311508 | val_loss: 0.0311531 | Time: 2008.12 ms
[2020-12-18 04:17:54 main:574] : INFO : Epoch 1016 | loss: 0.03115 | val_loss: 0.031155 | Time: 2080.3 ms
[2020-12-18 04:17:56 main:574] : INFO : Epoch 1017 | loss: 0.0311482 | val_loss: 0.0311537 | Time: 2017.85 ms
[2020-12-18 04:17:58 main:574] : INFO : Epoch 1018 | loss: 0.0311489 | val_loss: 0.0311534 | Time: 2215.6 ms
[2020-12-18 04:18:00 main:574] : INFO : Epoch 1019 | loss: 0.031147 | val_loss: 0.0311547 | Time: 2204.88 ms
[2020-12-18 04:18:03 main:574] : INFO : Epoch 1020 | loss: 0.0311478 | val_loss: 0.0311541 | Time: 2228.33 ms
[2020-12-18 04:18:05 main:574] : INFO : Epoch 1021 | loss: 0.0311469 | val_loss: 0.0311537 | Time: 2127.87 ms
[2020-12-18 04:18:07 main:574] : INFO : Epoch 1022 | loss: 0.031147 | val_loss: 0.031154 | Time: 2009.83 ms
[2020-12-18 04:18:09 main:574] : INFO : Epoch 1023 | loss: 0.0311473 | val_loss: 0.0311551 | Time: 1974.86 ms
[2020-12-18 04:18:11 main:574] : INFO : Epoch 1024 | loss: 0.0311502 | val_loss: 0.0311554 | Time: 2138.46 ms
[2020-12-18 04:18:11 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311554
[2020-12-18 04:18:11 main:603] : INFO : Saving end state to config to file
[2020-12-18 04:18:11 main:608] : INFO : Success, exiting..
04:18:11 (11408): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)