Task 3438196
| Name | ParityMachine-1605152198-29157-10_1 |
| Workunit | 1587513 |
| Created | 27 Dec 2020, 15:11:09 UTC |
| Sent | 27 Dec 2020, 16:44:47 UTC |
| Report deadline | 3 Jan 2021, 16:44:47 UTC |
| Received | 28 Dec 2020, 1:54:42 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6950 |
| Run time | 32 min 16 sec |
| CPU time | 31 min 54 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 5,112.04 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.33 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: 0.0311643 | val_loss: 0.0311732 | Time: 1913.12 ms
[2020-12-28 02:38:26 main:574] : INFO : Epoch 515 | loss: 0.0311635 | val_loss: 0.0311711 | Time: 1913.49 ms
[2020-12-28 02:38:27 main:574] : INFO : Epoch 516 | loss: 0.0311621 | val_loss: 0.0311712 | Time: 1865.15 ms
[2020-12-28 02:38:29 main:574] : INFO : Epoch 517 | loss: 0.0311624 | val_loss: 0.0311698 | Time: 1912.5 ms
[2020-12-28 02:38:31 main:574] : INFO : Epoch 518 | loss: 0.0311622 | val_loss: 0.0311689 | Time: 1863.59 ms
[2020-12-28 02:38:33 main:574] : INFO : Epoch 519 | loss: 0.0311628 | val_loss: 0.0311702 | Time: 1888.1 ms
[2020-12-28 02:38:35 main:574] : INFO : Epoch 520 | loss: 0.0311625 | val_loss: 0.0311676 | Time: 1870.07 ms
[2020-12-28 02:38:37 main:574] : INFO : Epoch 521 | loss: 0.0311633 | val_loss: 0.0311676 | Time: 1887.52 ms
[2020-12-28 02:38:39 main:574] : INFO : Epoch 522 | loss: 0.0311628 | val_loss: 0.0311682 | Time: 1880.59 ms
[2020-12-28 02:38:41 main:574] : INFO : Epoch 523 | loss: 0.0311624 | val_loss: 0.0311685 | Time: 1877.34 ms
[2020-12-28 02:38:43 main:574] : INFO : Epoch 524 | loss: 0.031162 | val_loss: 0.031168 | Time: 1874.52 ms
[2020-12-28 02:38:44 main:574] : INFO : Epoch 525 | loss: 0.031165 | val_loss: 0.031174 | Time: 1893.65 ms
[2020-12-28 02:38:46 main:574] : INFO : Epoch 526 | loss: 0.0319531 | val_loss: 0.0507657 | Time: 1879.67 ms
[2020-12-28 02:38:48 main:574] : INFO : Epoch 527 | loss: 0.0421388 | val_loss: 0.0317316 | Time: 1906.4 ms
[2020-12-28 02:38:50 main:574] : INFO : Epoch 528 | loss: 0.0325839 | val_loss: 0.0336769 | Time: 1885.63 ms
[2020-12-28 02:38:52 main:574] : INFO : Epoch 529 | loss: 0.0316704 | val_loss: 0.0313003 | Time: 1879.9 ms
[2020-12-28 02:38:54 main:574] : INFO : Epoch 530 | loss: 0.0312596 | val_loss: 0.0312246 | Time: 1876.87 ms
[2020-12-28 02:38:56 main:574] : INFO : Epoch 531 | loss: 0.0312088 | val_loss: 0.0311942 | Time: 1889.23 ms
[2020-12-28 02:38:58 main:574] : INFO : Epoch 532 | loss: 0.0311864 | val_loss: 0.0311809 | Time: 1884.77 ms
[2020-12-28 02:39:00 main:574] : INFO : Epoch 533 | loss: 0.0311781 | val_loss: 0.0311772 | Time: 1895.65 ms
[2020-12-28 02:39:01 main:574] : INFO : Epoch 534 | loss: 0.0311743 | val_loss: 0.0311753 | Time: 1894.78 ms
[2020-12-28 02:39:03 main:574] : INFO : Epoch 535 | loss: 0.0311717 | val_loss: 0.031174 | Time: 1858.97 ms
[2020-12-28 02:39:05 main:574] : INFO : Epoch 536 | loss: 0.0311699 | val_loss: 0.0311735 | Time: 1856.27 ms
[2020-12-28 02:39:07 main:574] : INFO : Epoch 537 | loss: 0.0311687 | val_loss: 0.0311726 | Time: 1878.2 ms
[2020-12-28 02:39:09 main:574] : INFO : Epoch 538 | loss: 0.0311676 | val_loss: 0.0311717 | Time: 1877.78 ms
[2020-12-28 02:39:11 main:574] : INFO : Epoch 539 | loss: 0.0311665 | val_loss: 0.0311703 | Time: 1882.98 ms
[2020-12-28 02:39:13 main:574] : INFO : Epoch 540 | loss: 0.0311661 | val_loss: 0.0311708 | Time: 1880.07 ms
[2020-12-28 02:39:15 main:574] : INFO : Epoch 541 | loss: 0.0311659 | val_loss: 0.03117 | Time: 1873.88 ms
[2020-12-28 02:39:16 main:574] : INFO : Epoch 542 | loss: 0.0311658 | val_loss: 0.0311699 | Time: 1845.95 ms
[2020-12-28 02:39:18 main:574] : INFO : Epoch 543 | loss: 0.0311651 | val_loss: 0.031169 | Time: 1914.03 ms
[2020-12-28 02:39:20 main:574] : INFO : Epoch 544 | loss: 0.0311641 | val_loss: 0.0311685 | Time: 1884.53 ms
[2020-12-28 02:39:22 main:574] : INFO : Epoch 545 | loss: 0.0311638 | val_loss: 0.0311683 | Time: 1887.17 ms
[2020-12-28 02:39:24 main:574] : INFO : Epoch 546 | loss: 0.0311638 | val_loss: 0.0311683 | Time: 1871.83 ms
[2020-12-28 02:39:26 main:574] : INFO : Epoch 547 | loss: 0.0311646 | val_loss: 0.0311695 | Time: 1892.55 ms
[2020-12-28 02:39:28 main:574] : INFO : Epoch 548 | loss: 0.0311639 | val_loss: 0.0311689 | Time: 1866.66 ms
[2020-12-28 02:39:30 main:574] : INFO : Epoch 549 | loss: 0.0311634 | val_loss: 0.0311686 | Time: 1880.64 ms
[2020-12-28 02:39:32 main:574] : INFO : Epoch 550 | loss: 0.0311633 | val_loss: 0.031169 | Time: 1850.72 ms
[2020-12-28 02:39:33 main:574] : INFO : Epoch 551 | loss: 0.0311638 | val_loss: 0.031169 | Time: 1884.55 ms
[2020-12-28 02:39:35 main:574] : INFO : Epoch 552 | loss: 0.0311642 | val_loss: 0.0311683 | Time: 1888.72 ms
[2020-12-28 02:39:37 main:574] : INFO : Epoch 553 | loss: 0.0311631 | val_loss: 0.0311691 | Time: 1881.57 ms
[2020-12-28 02:39:39 main:574] : INFO : Epoch 554 | loss: 0.031163 | val_loss: 0.0311707 | Time: 1876.28 ms
[2020-12-28 02:39:41 main:574] : INFO : Epoch 555 | loss: 0.0311628 | val_loss: 0.0311697 | Time: 1886.43 ms
[2020-12-28 02:39:43 main:574] : INFO : Epoch 556 | loss: 0.0311623 | val_loss: 0.0311693 | Time: 1864.21 ms
[2020-12-28 02:39:45 main:574] : INFO : Epoch 557 | loss: 0.0311629 | val_loss: 0.0311687 | Time: 1896.83 ms
[2020-12-28 02:39:47 main:574] : INFO : Epoch 558 | loss: 0.0311624 | val_loss: 0.0311682 | Time: 1879.07 ms
[2020-12-28 02:39:49 main:574] : INFO : Epoch 559 | loss: 0.0311619 | val_loss: 0.0311681 | Time: 1865.99 ms
[2020-12-28 02:39:50 main:574] : INFO : Epoch 560 | loss: 0.031162 | val_loss: 0.0311675 | Time: 1878.56 ms
[2020-12-28 02:39:52 main:574] : INFO : Epoch 561 | loss: 0.0311614 | val_loss: 0.0311681 | Time: 1865.33 ms
[2020-12-28 02:39:54 main:574] : INFO : Epoch 562 | loss: 0.0311615 | val_loss: 0.0311679 | Time: 1873.3 ms
[2020-12-28 02:39:56 main:574] : INFO : Epoch 563 | loss: 0.0311615 | val_loss: 0.0311684 | Time: 1886.19 ms
[2020-12-28 02:39:58 main:574] : INFO : Epoch 564 | loss: 0.0311608 | val_loss: 0.0311679 | Time: 1852.33 ms
[2020-12-28 02:40:00 main:574] : INFO : Epoch 565 | loss: 0.0311607 | val_loss: 0.0311672 | Time: 1891.5 ms
[2020-12-28 02:40:02 main:574] : INFO : Epoch 566 | loss: 0.0311601 | val_loss: 0.0311677 | Time: 1893.35 ms
[2020-12-28 02:40:04 main:574] : INFO : Epoch 567 | loss: 0.0311607 | val_loss: 0.0311688 | Time: 1908.69 ms
[2020-12-28 02:40:06 main:574] : INFO : Epoch 568 | loss: 0.031161 | val_loss: 0.0311696 | Time: 1877.48 ms
[2020-12-28 02:40:07 main:574] : INFO : Epoch 569 | loss: 0.0311612 | val_loss: 0.031168 | Time: 1891.93 ms
[2020-12-28 02:40:09 main:574] : INFO : Epoch 570 | loss: 0.0311605 | val_loss: 0.0311682 | Time: 1893.25 ms
[2020-12-28 02:40:11 main:574] : INFO : Epoch 571 | loss: 0.0311613 | val_loss: 0.0311684 | Time: 1890.18 ms
[2020-12-28 02:40:13 main:574] : INFO : Epoch 572 | loss: 0.0311605 | val_loss: 0.0311681 | Time: 1876.68 ms
[2020-12-28 02:40:15 main:574] : INFO : Epoch 573 | loss: 0.0311607 | val_loss: 0.0311673 | Time: 1872.25 ms
[2020-12-28 02:40:17 main:574] : INFO : Epoch 574 | loss: 0.0311607 | val_loss: 0.0311676 | Time: 1895.72 ms
[2020-12-28 02:40:19 main:574] : INFO : Epoch 575 | loss: 0.0311612 | val_loss: 0.0311694 | Time: 1877.08 ms
[2020-12-28 02:40:21 main:574] : INFO : Epoch 576 | loss: 0.0311608 | val_loss: 0.031169 | Time: 1867.08 ms
[2020-12-28 02:40:23 main:574] : INFO : Epoch 577 | loss: 0.0311608 | val_loss: 0.0311685 | Time: 1899.64 ms
[2020-12-28 02:40:24 main:574] : INFO : Epoch 578 | loss: 0.0311607 | val_loss: 0.0311708 | Time: 1878.69 ms
[2020-12-28 02:40:26 main:574] : INFO : Epoch 579 | loss: 0.0311613 | val_loss: 0.0311694 | Time: 1909.28 ms
[2020-12-28 02:40:28 main:574] : INFO : Epoch 580 | loss: 0.0311613 | val_loss: 0.0311687 | Time: 1852.87 ms
[2020-12-28 02:40:30 main:574] : INFO : Epoch 581 | loss: 0.0311616 | val_loss: 0.0311693 | Time: 1890.71 ms
[2020-12-28 02:40:32 main:574] : INFO : Epoch 582 | loss: 0.0311609 | val_loss: 0.0311697 | Time: 1866.96 ms
[2020-12-28 02:40:34 main:574] : INFO : Epoch 583 | loss: 0.0311601 | val_loss: 0.0311691 | Time: 1885.16 ms
[2020-12-28 02:40:36 main:574] : INFO : Epoch 584 | loss: 0.0311614 | val_loss: 0.0311687 | Time: 1865.9 ms
[2020-12-28 02:40:38 main:574] : INFO : Epoch 585 | loss: 0.0311639 | val_loss: 0.0311694 | Time: 1899.12 ms
[2020-12-28 02:40:40 main:574] : INFO : Epoch 586 | loss: 0.0311645 | val_loss: 0.0311707 | Time: 1878.42 ms
[2020-12-28 02:40:41 main:574] : INFO : Epoch 587 | loss: 0.0311647 | val_loss: 0.0311707 | Time: 1871.31 ms
[2020-12-28 02:40:43 main:574] : INFO : Epoch 588 | loss: 0.0311643 | val_loss: 0.0311706 | Time: 1874.03 ms
[2020-12-28 02:40:45 main:574] : INFO : Epoch 589 | loss: 0.0311633 | val_loss: 0.0311699 | Time: 1883.29 ms
[2020-12-28 02:40:47 main:574] : INFO : Epoch 590 | loss: 0.0311631 | val_loss: 0.0311689 | Time: 1855.2 ms
[2020-12-28 02:40:49 main:574] : INFO : Epoch 591 | loss: 0.0311629 | val_loss: 0.0311685 | Time: 1894.85 ms
[2020-12-28 02:40:51 main:574] : INFO : Epoch 592 | loss: 0.0311628 | val_loss: 0.031169 | Time: 1883.82 ms
[2020-12-28 02:40:53 main:574] : INFO : Epoch 593 | loss: 0.0311628 | val_loss: 0.0311691 | Time: 1902.15 ms
[2020-12-28 02:40:55 main:574] : INFO : Epoch 594 | loss: 0.0311627 | val_loss: 0.0311684 | Time: 1878.54 ms
[2020-12-28 02:40:57 main:574] : INFO : Epoch 595 | loss: 0.0311625 | val_loss: 0.0311681 | Time: 1888.5 ms
[2020-12-28 02:40:58 main:574] : INFO : Epoch 596 | loss: 0.0311625 | val_loss: 0.0311687 | Time: 1866.82 ms
[2020-12-28 02:41:00 main:574] : INFO : Epoch 597 | loss: 0.0311624 | val_loss: 0.0311693 | Time: 1892.14 ms
[2020-12-28 02:41:02 main:574] : INFO : Epoch 598 | loss: 0.0311624 | val_loss: 0.0311682 | Time: 1881.7 ms
[2020-12-28 02:41:04 main:574] : INFO : Epoch 599 | loss: 0.0311623 | val_loss: 0.0311691 | Time: 1900.88 ms
[2020-12-28 02:41:06 main:574] : INFO : Epoch 600 | loss: 0.0311623 | val_loss: 0.0311706 | Time: 1867.31 ms
[2020-12-28 02:41:08 main:574] : INFO : Epoch 601 | loss: 0.0311629 | val_loss: 0.0311721 | Time: 1890.05 ms
[2020-12-28 02:41:10 main:574] : INFO : Epoch 602 | loss: 0.0311623 | val_loss: 0.0311683 | Time: 1886.56 ms
[2020-12-28 02:41:12 main:574] : INFO : Epoch 603 | loss: 0.031163 | val_loss: 0.0311676 | Time: 1889.27 ms
[2020-12-28 02:41:14 main:574] : INFO : Epoch 604 | loss: 0.0311624 | val_loss: 0.0311679 | Time: 1864.89 ms
[2020-12-28 02:41:16 main:574] : INFO : Epoch 605 | loss: 0.0311624 | val_loss: 0.0311683 | Time: 1884.28 ms
[2020-12-28 02:41:17 main:574] : INFO : Epoch 606 | loss: 0.031162 | val_loss: 0.0311682 | Time: 1864.11 ms
[2020-12-28 02:41:19 main:574] : INFO : Epoch 607 | loss: 0.0311622 | val_loss: 0.0311682 | Time: 1880.91 ms
[2020-12-28 02:41:21 main:574] : INFO : Epoch 608 | loss: 0.0311617 | val_loss: 0.0311681 | Time: 1878.85 ms
[2020-12-28 02:41:23 main:574] : INFO : Epoch 609 | loss: 0.0311612 | val_loss: 0.0311676 | Time: 1902.67 ms
[2020-12-28 02:41:25 main:574] : INFO : Epoch 610 | loss: 0.0311618 | val_loss: 0.0311678 | Time: 1890.02 ms
[2020-12-28 02:41:27 main:574] : INFO : Epoch 611 | loss: 0.0311614 | val_loss: 0.0311679 | Time: 1891.42 ms
[2020-12-28 02:41:29 main:574] : INFO : Epoch 612 | loss: 0.0311615 | val_loss: 0.0311676 | Time: 1867.45 ms
[2020-12-28 02:41:31 main:574] : INFO : Epoch 613 | loss: 0.0311609 | val_loss: 0.0311675 | Time: 1895.15 ms
[2020-12-28 02:41:33 main:574] : INFO : Epoch 614 | loss: 0.0311605 | val_loss: 0.0311678 | Time: 1879.99 ms
[2020-12-28 02:41:34 main:574] : INFO : Epoch 615 | loss: 0.0311616 | val_loss: 0.0311681 | Time: 1880.53 ms
[2020-12-28 02:41:36 main:574] : INFO : Epoch 616 | loss: 0.0311608 | val_loss: 0.0311672 | Time: 1855.32 ms
[2020-12-28 02:41:38 main:574] : INFO : Epoch 617 | loss: 0.0311608 | val_loss: 0.0311685 | Time: 1876.04 ms
[2020-12-28 02:41:40 main:574] : INFO : Epoch 618 | loss: 0.0311608 | val_loss: 0.0311687 | Time: 1894.78 ms
[2020-12-28 02:41:42 main:574] : INFO : Epoch 619 | loss: 0.0311604 | val_loss: 0.0311678 | Time: 1897.71 ms
[2020-12-28 02:41:44 main:574] : INFO : Epoch 620 | loss: 0.0311611 | val_loss: 0.0311684 | Time: 1873.75 ms
[2020-12-28 02:41:46 main:574] : INFO : Epoch 621 | loss: 0.0311601 | val_loss: 0.0311689 | Time: 1889.35 ms
[2020-12-28 02:41:48 main:574] : INFO : Epoch 622 | loss: 0.0311607 | val_loss: 0.0311672 | Time: 1881.01 ms
[2020-12-28 02:41:50 main:574] : INFO : Epoch 623 | loss: 0.0311598 | val_loss: 0.0311672 | Time: 1901.08 ms
[2020-12-28 02:41:52 main:574] : INFO : Epoch 624 | loss: 0.03116 | val_loss: 0.0311677 | Time: 1882.24 ms
[2020-12-28 02:41:53 main:574] : INFO : Epoch 625 | loss: 0.0311598 | val_loss: 0.0311671 | Time: 1887.89 ms
[2020-12-28 02:41:55 main:574] : INFO : Epoch 626 | loss: 0.03116 | val_loss: 0.031167 | Time: 1869.55 ms
[2020-12-28 02:41:57 main:574] : INFO : Epoch 627 | loss: 0.0311593 | val_loss: 0.0311668 | Time: 1893.52 ms
[2020-12-28 02:41:59 main:574] : INFO : Epoch 628 | loss: 0.0311597 | val_loss: 0.0311668 | Time: 1878.73 ms
[2020-12-28 02:42:01 main:574] : INFO : Epoch 629 | loss: 0.0311596 | val_loss: 0.0311673 | Time: 1894.58 ms
[2020-12-28 02:42:03 main:574] : INFO : Epoch 630 | loss: 0.0311597 | val_loss: 0.0311669 | Time: 1890.17 ms
[2020-12-28 02:42:05 main:574] : INFO : Epoch 631 | loss: 0.0311604 | val_loss: 0.0311669 | Time: 1884.66 ms
[2020-12-28 02:42:07 main:574] : INFO : Epoch 632 | loss: 0.0311606 | val_loss: 0.0311668 | Time: 1864.74 ms
[2020-12-28 02:42:09 main:574] : INFO : Epoch 633 | loss: 0.0311602 | val_loss: 0.0311669 | Time: 1897.29 ms
[2020-12-28 02:42:10 main:574] : INFO : Epoch 634 | loss: 0.0311599 | val_loss: 0.031167 | Time: 1880.87 ms
[2020-12-28 02:42:12 main:574] : INFO : Epoch 635 | loss: 0.0311598 | val_loss: 0.0311678 | Time: 1872.93 ms
[2020-12-28 02:42:14 main:574] : INFO : Epoch 636 | loss: 0.0311605 | val_loss: 0.0311673 | Time: 1876.36 ms
[2020-12-28 02:42:16 main:574] : INFO : Epoch 637 | loss: 0.0311591 | val_loss: 0.0311668 | Time: 1898.12 ms
[2020-12-28 02:42:18 main:574] : INFO : Epoch 638 | loss: 0.0311599 | val_loss: 0.0311667 | Time: 1879.16 ms
[2020-12-28 02:42:20 main:574] : INFO : Epoch 639 | loss: 0.0311594 | val_loss: 0.031167 | Time: 1900.19 ms
[2020-12-28 02:42:22 main:574] : INFO : Epoch 640 | loss: 0.031159 | val_loss: 0.0311669 | Time: 1870.14 ms
[2020-12-28 02:42:24 main:574] : INFO : Epoch 641 | loss: 0.0311596 | val_loss: 0.0311671 | Time: 1893.33 ms
[2020-12-28 02:42:26 main:574] : INFO : Epoch 642 | loss: 0.0311604 | val_loss: 0.0311696 | Time: 1886.35 ms
[2020-12-28 02:42:28 main:574] : INFO : Epoch 643 | loss: 0.0311601 | val_loss: 0.0311665 | Time: 1888.06 ms
[2020-12-28 02:42:29 main:574] : INFO : Epoch 644 | loss: 0.0311591 | val_loss: 0.031167 | Time: 1865.62 ms
[2020-12-28 02:42:31 main:574] : INFO : Epoch 645 | loss: 0.031159 | val_loss: 0.031167 | Time: 1901 ms
[2020-12-28 02:42:33 main:574] : INFO : Epoch 646 | loss: 0.0311592 | val_loss: 0.031167 | Time: 1893.65 ms
[2020-12-28 02:42:35 main:574] : INFO : Epoch 647 | loss: 0.0311596 | val_loss: 0.0311678 | Time: 1882.77 ms
[2020-12-28 02:42:37 main:574] : INFO : Epoch 648 | loss: 0.0311594 | val_loss: 0.0311665 | Time: 1881.03 ms
[2020-12-28 02:42:39 main:574] : INFO : Epoch 649 | loss: 0.0311593 | val_loss: 0.0311664 | Time: 1894.08 ms
[2020-12-28 02:42:41 main:574] : INFO : Epoch 650 | loss: 0.0311586 | val_loss: 0.031167 | Time: 1878.71 ms
[2020-12-28 02:42:43 main:574] : INFO : Epoch 651 | loss: 0.0311586 | val_loss: 0.0311669 | Time: 1905.04 ms
[2020-12-28 02:42:45 main:574] : INFO : Epoch 652 | loss: 0.0311587 | val_loss: 0.0311666 | Time: 1862.6 ms
[2020-12-28 02:42:46 main:574] : INFO : Epoch 653 | loss: 0.031159 | val_loss: 0.0311669 | Time: 1893.34 ms
[2020-12-28 02:42:48 main:574] : INFO : Epoch 654 | loss: 0.0311584 | val_loss: 0.0311671 | Time: 1876.46 ms
[2020-12-28 02:42:50 main:574] : INFO : Epoch 655 | loss: 0.0311591 | val_loss: 0.0311671 | Time: 1909.78 ms
[2020-12-28 02:42:52 main:574] : INFO : Epoch 656 | loss: 0.0311587 | val_loss: 0.0311682 | Time: 1860.35 ms
[2020-12-28 02:42:54 main:574] : INFO : Epoch 657 | loss: 0.0311591 | val_loss: 0.0311669 | Time: 1885.58 ms
[2020-12-28 02:42:56 main:574] : INFO : Epoch 658 | loss: 0.0311593 | val_loss: 0.0311672 | Time: 1885.41 ms
[2020-12-28 02:42:58 main:574] : INFO : Epoch 659 | loss: 0.031159 | val_loss: 0.0311671 | Time: 1897.55 ms
[2020-12-28 02:43:00 main:574] : INFO : Epoch 660 | loss: 0.0311595 | val_loss: 0.0311682 | Time: 1870.03 ms
[2020-12-28 02:43:02 main:574] : INFO : Epoch 661 | loss: 0.0311598 | val_loss: 0.0311688 | Time: 1892.92 ms
[2020-12-28 02:43:04 main:574] : INFO : Epoch 662 | loss: 0.0311598 | val_loss: 0.0311683 | Time: 1868.79 ms
[2020-12-28 02:43:05 main:574] : INFO : Epoch 663 | loss: 0.031159 | val_loss: 0.0311677 | Time: 1892.25 ms
[2020-12-28 02:43:07 main:574] : INFO : Epoch 664 | loss: 0.0311594 | val_loss: 0.031167 | Time: 1882.61 ms
[2020-12-28 02:43:09 main:574] : INFO : Epoch 665 | loss: 0.0311587 | val_loss: 0.0311668 | Time: 1890.06 ms
[2020-12-28 02:43:11 main:574] : INFO : Epoch 666 | loss: 0.0311585 | val_loss: 0.0311671 | Time: 1889.78 ms
[2020-12-28 02:43:13 main:574] : INFO : Epoch 667 | loss: 0.0311586 | val_loss: 0.0311678 | Time: 1887.75 ms
[2020-12-28 02:43:15 main:574] : INFO : Epoch 668 | loss: 0.0311588 | val_loss: 0.0311666 | Time: 1871.77 ms
[2020-12-28 02:43:17 main:574] : INFO : Epoch 669 | loss: 0.0311587 | val_loss: 0.0311674 | Time: 1909.82 ms
[2020-12-28 02:43:19 main:574] : INFO : Epoch 670 | loss: 0.0311587 | val_loss: 0.0311663 | Time: 1873.9 ms
[2020-12-28 02:43:21 main:574] : INFO : Epoch 671 | loss: 0.03116 | val_loss: 0.031169 | Time: 1894.04 ms
[2020-12-28 02:43:22 main:574] : INFO : Epoch 672 | loss: 0.0311589 | val_loss: 0.0311667 | Time: 1869.56 ms
[2020-12-28 02:43:24 main:574] : INFO : Epoch 673 | loss: 0.0311587 | val_loss: 0.0311668 | Time: 1917.13 ms
[2020-12-28 02:43:26 main:574] : INFO : Epoch 674 | loss: 0.031159 | val_loss: 0.0311691 | Time: 1881.44 ms
[2020-12-28 02:43:28 main:574] : INFO : Epoch 675 | loss: 0.0311595 | val_loss: 0.0311673 | Time: 1882.5 ms
[2020-12-28 02:43:30 main:574] : INFO : Epoch 676 | loss: 0.0311589 | val_loss: 0.0311677 | Time: 1875.05 ms
[2020-12-28 02:43:32 main:574] : INFO : Epoch 677 | loss: 0.0311588 | val_loss: 0.0311677 | Time: 1889.6 ms
[2020-12-28 02:43:34 main:574] : INFO : Epoch 678 | loss: 0.0311594 | val_loss: 0.0311665 | Time: 1875.72 ms
[2020-12-28 02:43:36 main:574] : INFO : Epoch 679 | loss: 0.0311587 | val_loss: 0.0311679 | Time: 1887.71 ms
[2020-12-28 02:43:38 main:574] : INFO : Epoch 680 | loss: 0.0311583 | val_loss: 0.0311686 | Time: 1876.57 ms
[2020-12-28 02:43:39 main:574] : INFO : Epoch 681 | loss: 0.0311605 | val_loss: 0.0311693 | Time: 1896.68 ms
[2020-12-28 02:43:41 main:574] : INFO : Epoch 682 | loss: 0.0311605 | val_loss: 0.0311704 | Time: 1863.24 ms
[2020-12-28 02:43:43 main:574] : INFO : Epoch 683 | loss: 0.0311605 | val_loss: 0.0311684 | Time: 1870.25 ms
[2020-12-28 02:43:45 main:574] : INFO : Epoch 684 | loss: 0.0311596 | val_loss: 0.0311678 | Time: 1853.59 ms
[2020-12-28 02:43:47 main:574] : INFO : Epoch 685 | loss: 0.0311595 | val_loss: 0.031168 | Time: 1894.1 ms
[2020-12-28 02:43:49 main:574] : INFO : Epoch 686 | loss: 0.0311587 | val_loss: 0.031168 | Time: 1888.57 ms
[2020-12-28 02:43:51 main:574] : INFO : Epoch 687 | loss: 0.0311592 | val_loss: 0.0311682 | Time: 1880.13 ms
[2020-12-28 02:43:53 main:574] : INFO : Epoch 688 | loss: 0.0311603 | val_loss: 0.0311677 | Time: 1883.01 ms
[2020-12-28 02:43:55 main:574] : INFO : Epoch 689 | loss: 0.0311594 | val_loss: 0.0311674 | Time: 1904.26 ms
[2020-12-28 02:43:56 main:574] : INFO : Epoch 690 | loss: 0.0311591 | val_loss: 0.0311681 | Time: 1881.97 ms
[2020-12-28 02:43:58 main:574] : INFO : Epoch 691 | loss: 0.0311597 | val_loss: 0.0311689 | Time: 1883.57 ms
[2020-12-28 02:44:00 main:574] : INFO : Epoch 692 | loss: 0.0311591 | val_loss: 0.0311675 | Time: 1872.32 ms
[2020-12-28 02:44:02 main:574] : INFO : Epoch 693 | loss: 0.0311589 | val_loss: 0.0311665 | Time: 1905.69 ms
[2020-12-28 02:44:04 main:574] : INFO : Epoch 694 | loss: 0.0311588 | val_loss: 0.031167 | Time: 1881.72 ms
[2020-12-28 02:44:06 main:574] : INFO : Epoch 695 | loss: 0.031159 | val_loss: 0.0311665 | Time: 1894.31 ms
[2020-12-28 02:44:08 main:574] : INFO : Epoch 696 | loss: 0.0311584 | val_loss: 0.0311683 | Time: 1883.98 ms
[2020-12-28 02:44:10 main:574] : INFO : Epoch 697 | loss: 0.0311603 | val_loss: 0.0311688 | Time: 1880.73 ms
[2020-12-28 02:44:12 main:574] : INFO : Epoch 698 | loss: 0.0311599 | val_loss: 0.0311691 | Time: 1883.85 ms
[2020-12-28 02:44:14 main:574] : INFO : Epoch 699 | loss: 0.0311599 | val_loss: 0.0311683 | Time: 1870.91 ms
[2020-12-28 02:44:15 main:574] : INFO : Epoch 700 | loss: 0.0311592 | val_loss: 0.031168 | Time: 1903.04 ms
[2020-12-28 02:44:17 main:574] : INFO : Epoch 701 | loss: 0.0311604 | val_loss: 0.0311693 | Time: 1911.51 ms
[2020-12-28 02:44:19 main:574] : INFO : Epoch 702 | loss: 0.0311627 | val_loss: 0.0311665 | Time: 1897.06 ms
[2020-12-28 02:44:21 main:574] : INFO : Epoch 703 | loss: 0.0311616 | val_loss: 0.0311668 | Time: 1884.71 ms
[2020-12-28 02:44:23 main:574] : INFO : Epoch 704 | loss: 0.0311603 | val_loss: 0.0311675 | Time: 1863.04 ms
[2020-12-28 02:44:25 main:574] : INFO : Epoch 705 | loss: 0.0311597 | val_loss: 0.0311666 | Time: 1882.7 ms
[2020-12-28 02:44:27 main:574] : INFO : Epoch 706 | loss: 0.0311609 | val_loss: 0.0311668 | Time: 1883.34 ms
[2020-12-28 02:44:29 main:574] : INFO : Epoch 707 | loss: 0.0311618 | val_loss: 0.0311676 | Time: 1888.57 ms
[2020-12-28 02:44:31 main:574] : INFO : Epoch 708 | loss: 0.0311606 | val_loss: 0.0311674 | Time: 1864.6 ms
[2020-12-28 02:44:32 main:574] : INFO : Epoch 709 | loss: 0.0311602 | val_loss: 0.0311679 | Time: 1885.47 ms
[2020-12-28 02:44:34 main:574] : INFO : Epoch 710 | loss: 0.0311598 | val_loss: 0.0311668 | Time: 1862.73 ms
[2020-12-28 02:44:36 main:574] : INFO : Epoch 711 | loss: 0.03116 | val_loss: 0.0311672 | Time: 1888.47 ms
[2020-12-28 02:44:38 main:574] : INFO : Epoch 712 | loss: 0.0311603 | val_loss: 0.0311691 | Time: 1865.05 ms
[2020-12-28 02:44:40 main:574] : INFO : Epoch 713 | loss: 0.0311599 | val_loss: 0.0311688 | Time: 1864.86 ms
[2020-12-28 02:44:42 main:574] : INFO : Epoch 714 | loss: 0.0311589 | val_loss: 0.0311671 | Time: 1882.95 ms
[2020-12-28 02:44:44 main:574] : INFO : Epoch 715 | loss: 0.0311591 | val_loss: 0.0311677 | Time: 1887.16 ms
[2020-12-28 02:44:46 main:574] : INFO : Epoch 716 | loss: 0.0311586 | val_loss: 0.0311668 | Time: 1859.99 ms
[2020-12-28 02:44:48 main:574] : INFO : Epoch 717 | loss: 0.0311583 | val_loss: 0.0311674 | Time: 1900.76 ms
[2020-12-28 02:44:49 main:574] : INFO : Epoch 718 | loss: 0.0311585 | val_loss: 0.0311668 | Time: 1874.89 ms
[2020-12-28 02:44:51 main:574] : INFO : Epoch 719 | loss: 0.0311588 | val_loss: 0.0311671 | Time: 1879.99 ms
[2020-12-28 02:44:53 main:574] : INFO : Epoch 720 | loss: 0.0311614 | val_loss: 0.0311717 | Time: 1866.9 ms
[2020-12-28 02:44:55 main:574] : INFO : Epoch 721 | loss: 0.0311636 | val_loss: 0.0311721 | Time: 1888.5 ms
[2020-12-28 02:44:57 main:574] : INFO : Epoch 722 | loss: 0.0311637 | val_loss: 0.0311722 | Time: 1876.19 ms
[2020-12-28 02:44:59 main:574] : INFO : Epoch 723 | loss: 0.0311635 | val_loss: 0.0311711 | Time: 1880.78 ms
[2020-12-28 02:45:01 main:574] : INFO : Epoch 724 | loss: 0.0311621 | val_loss: 0.0311714 | Time: 1885.79 ms
[2020-12-28 02:45:03 main:574] : INFO : Epoch 725 | loss: 0.0311617 | val_loss: 0.031173 | Time: 1902.23 ms
[2020-12-28 02:45:05 main:574] : INFO : Epoch 726 | loss: 0.0311625 | val_loss: 0.0311724 | Time: 1887.54 ms
[2020-12-28 02:45:06 main:574] : INFO : Epoch 727 | loss: 0.0311614 | val_loss: 0.0311698 | Time: 1906.2 ms
[2020-12-28 02:45:08 main:574] : INFO : Epoch 728 | loss: 0.0311606 | val_loss: 0.0311701 | Time: 1872 ms
[2020-12-28 02:45:10 main:574] : INFO : Epoch 729 | loss: 0.0311599 | val_loss: 0.0311689 | Time: 1897.81 ms
[2020-12-28 02:45:12 main:574] : INFO : Epoch 730 | loss: 0.0311594 | val_loss: 0.0311692 | Time: 1875.85 ms
[2020-12-28 02:45:14 main:574] : INFO : Epoch 731 | loss: 0.0311595 | val_loss: 0.0311682 | Time: 1883.6 ms
[2020-12-28 02:45:16 main:574] : INFO : Epoch 732 | loss: 0.0311612 | val_loss: 0.0311708 | Time: 1858.28 ms
[2020-12-28 02:45:18 main:574] : INFO : Epoch 733 | loss: 0.0311602 | val_loss: 0.0311682 | Time: 1891.76 ms
[2020-12-28 02:45:20 main:574] : INFO : Epoch 734 | loss: 0.0311606 | val_loss: 0.0311677 | Time: 1883.87 ms
[2020-12-28 02:45:22 main:574] : INFO : Epoch 735 | loss: 0.0311592 | val_loss: 0.0311681 | Time: 1907.85 ms
[2020-12-28 02:45:23 main:574] : INFO : Epoch 736 | loss: 0.031159 | val_loss: 0.0311712 | Time: 1862.36 ms
[2020-12-28 02:45:25 main:574] : INFO : Epoch 737 | loss: 0.0311595 | val_loss: 0.0311724 | Time: 1904.31 ms
[2020-12-28 02:45:27 main:574] : INFO : Epoch 738 | loss: 0.0311602 | val_loss: 0.0311703 | Time: 1873.88 ms
[2020-12-28 02:45:29 main:574] : INFO : Epoch 739 | loss: 0.0311588 | val_loss: 0.0311664 | Time: 1891.45 ms
[2020-12-28 02:45:31 main:574] : INFO : Epoch 740 | loss: 0.0311592 | val_loss: 0.0311669 | Time: 1866.56 ms
[2020-12-28 02:45:33 main:574] : INFO : Epoch 741 | loss: 0.0311591 | val_loss: 0.0311695 | Time: 1910.98 ms
[2020-12-28 02:45:35 main:574] : INFO : Epoch 742 | loss: 0.0311599 | val_loss: 0.031167 | Time: 1873.43 ms
[2020-12-28 02:45:37 main:574] : INFO : Epoch 743 | loss: 0.0311591 | val_loss: 0.031168 | Time: 1881.57 ms
[2020-12-28 02:45:39 main:574] : INFO : Epoch 744 | loss: 0.0311598 | val_loss: 0.0311671 | Time: 1862.29 ms
[2020-12-28 02:45:40 main:574] : INFO : Epoch 745 | loss: 0.0311592 | val_loss: 0.0311662 | Time: 1893.09 ms
[2020-12-28 02:45:42 main:574] : INFO : Epoch 746 | loss: 0.031159 | val_loss: 0.0311668 | Time: 1870.39 ms
[2020-12-28 02:45:44 main:574] : INFO : Epoch 747 | loss: 0.0311589 | val_loss: 0.0311665 | Time: 1901.21 ms
[2020-12-28 02:45:46 main:574] : INFO : Epoch 748 | loss: 0.0311588 | val_loss: 0.0311686 | Time: 1879.16 ms
[2020-12-28 02:45:48 main:574] : INFO : Epoch 749 | loss: 0.0311596 | val_loss: 0.0311672 | Time: 1897.54 ms
[2020-12-28 02:45:50 main:574] : INFO : Epoch 750 | loss: 0.0311585 | val_loss: 0.0311671 | Time: 1879.72 ms
[2020-12-28 02:45:52 main:574] : INFO : Epoch 751 | loss: 0.0311588 | val_loss: 0.0311668 | Time: 1891.36 ms
[2020-12-28 02:45:54 main:574] : INFO : Epoch 752 | loss: 0.0311588 | val_loss: 0.0311666 | Time: 1883.77 ms
[2020-12-28 02:45:56 main:574] : INFO : Epoch 753 | loss: 0.0311586 | val_loss: 0.0311679 | Time: 1891.37 ms
[2020-12-28 02:45:57 main:574] : INFO : Epoch 754 | loss: 0.0311633 | val_loss: 0.0311693 | Time: 1884.83 ms
[2020-12-28 02:45:59 main:574] : INFO : Epoch 755 | loss: 0.0311638 | val_loss: 0.0311681 | Time: 1886.39 ms
[2020-12-28 02:46:01 main:574] : INFO : Epoch 756 | loss: 0.0311634 | val_loss: 0.0311697 | Time: 1835.83 ms
[2020-12-28 02:46:03 main:574] : INFO : Epoch 757 | loss: 0.031163 | val_loss: 0.0311685 | Time: 1896.6 ms
[2020-12-28 02:46:05 main:574] : INFO : Epoch 758 | loss: 0.0311629 | val_loss: 0.0311682 | Time: 1886.17 ms
[2020-12-28 02:46:07 main:574] : INFO : Epoch 759 | loss: 0.0311626 | val_loss: 0.0311684 | Time: 1877.02 ms
[2020-12-28 02:46:09 main:574] : INFO : Epoch 760 | loss: 0.0311623 | val_loss: 0.0311679 | Time: 1862.56 ms
[2020-12-28 02:46:11 main:574] : INFO : Epoch 761 | loss: 0.0311626 | val_loss: 0.0311708 | Time: 1881.75 ms
[2020-12-28 02:46:13 main:574] : INFO : Epoch 762 | loss: 0.0311621 | val_loss: 0.0311669 | Time: 1863.54 ms
[2020-12-28 02:46:14 main:574] : INFO : Epoch 763 | loss: 0.0311612 | val_loss: 0.0311683 | Time: 1868.93 ms
[2020-12-28 02:46:16 main:574] : INFO : Epoch 764 | loss: 0.0311624 | val_loss: 0.0311685 | Time: 1866.55 ms
[2020-12-28 02:46:18 main:574] : INFO : Epoch 765 | loss: 0.0311625 | val_loss: 0.0311674 | Time: 1885.88 ms
[2020-12-28 02:46:20 main:574] : INFO : Epoch 766 | loss: 0.0311625 | val_loss: 0.0311671 | Time: 1896.39 ms
[2020-12-28 02:46:22 main:574] : INFO : Epoch 767 | loss: 0.0311613 | val_loss: 0.0311672 | Time: 1884.6 ms
[2020-12-28 02:46:24 main:574] : INFO : Epoch 768 | loss: 0.0311607 | val_loss: 0.0311668 | Time: 1851.88 ms
[2020-12-28 02:46:26 main:574] : INFO : Epoch 769 | loss: 0.0311605 | val_loss: 0.0311682 | Time: 1885.37 ms
[2020-12-28 02:46:28 main:574] : INFO : Epoch 770 | loss: 0.0311602 | val_loss: 0.0311666 | Time: 1873.43 ms
[2020-12-28 02:46:30 main:574] : INFO : Epoch 771 | loss: 0.0311602 | val_loss: 0.031167 | Time: 1875.04 ms
[2020-12-28 02:46:31 main:574] : INFO : Epoch 772 | loss: 0.0311607 | val_loss: 0.0311699 | Time: 1876.1 ms
[2020-12-28 02:46:33 main:574] : INFO : Epoch 773 | loss: 0.0311599 | val_loss: 0.0311661 | Time: 1903.35 ms
[2020-12-28 02:46:35 main:574] : INFO : Epoch 774 | loss: 0.0311601 | val_loss: 0.0311674 | Time: 1864.34 ms
[2020-12-28 02:46:37 main:574] : INFO : Epoch 775 | loss: 0.0311605 | val_loss: 0.0311664 | Time: 1868.8 ms
[2020-12-28 02:46:39 main:574] : INFO : Epoch 776 | loss: 0.03116 | val_loss: 0.0311668 | Time: 1895.48 ms
[2020-12-28 02:46:41 main:574] : INFO : Epoch 777 | loss: 0.03116 | val_loss: 0.0311668 | Time: 1880.1 ms
[2020-12-28 02:46:43 main:574] : INFO : Epoch 778 | loss: 0.0311599 | val_loss: 0.0311663 | Time: 1887.58 ms
[2020-12-28 02:46:45 main:574] : INFO : Epoch 779 | loss: 0.0311592 | val_loss: 0.0311661 | Time: 1871.24 ms
[2020-12-28 02:46:46 main:574] : INFO : Epoch 780 | loss: 0.0311605 | val_loss: 0.0311658 | Time: 1842.99 ms
[2020-12-28 02:46:48 main:574] : INFO : Epoch 781 | loss: 0.0311606 | val_loss: 0.031166 | Time: 1891.75 ms
[2020-12-28 02:46:50 main:574] : INFO : Epoch 782 | loss: 0.0311615 | val_loss: 0.0311662 | Time: 1873.74 ms
[2020-12-28 02:46:52 main:574] : INFO : Epoch 783 | loss: 0.03116 | val_loss: 0.0311669 | Time: 1886.99 ms
[2020-12-28 02:46:54 main:574] : INFO : Epoch 784 | loss: 0.0311606 | val_loss: 0.0311706 | Time: 1890.1 ms
[2020-12-28 02:46:56 main:574] : INFO : Epoch 785 | loss: 0.0311601 | val_loss: 0.031166 | Time: 1866.4 ms
[2020-12-28 02:46:58 main:574] : INFO : Epoch 786 | loss: 0.0311598 | val_loss: 0.0311687 | Time: 1889.36 ms
[2020-12-28 02:47:00 main:574] : INFO : Epoch 787 | loss: 0.0311593 | val_loss: 0.0311661 | Time: 1862.81 ms
[2020-12-28 02:47:02 main:574] : INFO : Epoch 788 | loss: 0.0311593 | val_loss: 0.0311691 | Time: 1851.57 ms
[2020-12-28 02:47:03 main:574] : INFO : Epoch 789 | loss: 0.0311595 | val_loss: 0.0311675 | Time: 1871.43 ms
[2020-12-28 02:47:05 main:574] : INFO : Epoch 790 | loss: 0.0311594 | val_loss: 0.0311669 | Time: 1885.52 ms
[2020-12-28 02:47:07 main:574] : INFO : Epoch 791 | loss: 0.0311594 | val_loss: 0.0311664 | Time: 1897.69 ms
[2020-12-28 02:47:09 main:574] : INFO : Epoch 792 | loss: 0.0311592 | val_loss: 0.0311671 | Time: 1876.59 ms
[2020-12-28 02:47:11 main:574] : INFO : Epoch 793 | loss: 0.0311591 | val_loss: 0.0311672 | Time: 1901.2 ms
[2020-12-28 02:47:13 main:574] : INFO : Epoch 794 | loss: 0.0311589 | val_loss: 0.0311663 | Time: 1880.07 ms
[2020-12-28 02:47:15 main:574] : INFO : Epoch 795 | loss: 0.0311581 | val_loss: 0.031167 | Time: 1887.59 ms
[2020-12-28 02:47:17 main:574] : INFO : Epoch 796 | loss: 0.0311587 | val_loss: 0.0311672 | Time: 1858.23 ms
[2020-12-28 02:47:19 main:574] : INFO : Epoch 797 | loss: 0.0311598 | val_loss: 0.0311663 | Time: 1891.38 ms
[2020-12-28 02:47:20 main:574] : INFO : Epoch 798 | loss: 0.0311588 | val_loss: 0.0311667 | Time: 1885.41 ms
[2020-12-28 02:47:22 main:574] : INFO : Epoch 799 | loss: 0.0311583 | val_loss: 0.0311696 | Time: 1881.35 ms
[2020-12-28 02:47:24 main:574] : INFO : Epoch 800 | loss: 0.0311606 | val_loss: 0.0311669 | Time: 1880.59 ms
[2020-12-28 02:47:26 main:574] : INFO : Epoch 801 | loss: 0.0311594 | val_loss: 0.0311692 | Time: 1860.62 ms
[2020-12-28 02:47:28 main:574] : INFO : Epoch 802 | loss: 0.0311608 | val_loss: 0.0311663 | Time: 1898.98 ms
[2020-12-28 02:47:30 main:574] : INFO : Epoch 803 | loss: 0.0311591 | val_loss: 0.0311676 | Time: 1906.74 ms
[2020-12-28 02:47:32 main:574] : INFO : Epoch 804 | loss: 0.0311603 | val_loss: 0.0311682 | Time: 1876.89 ms
[2020-12-28 02:47:34 main:574] : INFO : Epoch 805 | loss: 0.0311604 | val_loss: 0.0311651 | Time: 1903.48 ms
[2020-12-28 02:47:36 main:574] : INFO : Epoch 806 | loss: 0.0311592 | val_loss: 0.0311657 | Time: 1885.3 ms
[2020-12-28 02:47:37 main:574] : INFO : Epoch 807 | loss: 0.0311609 | val_loss: 0.0311662 | Time: 1890.14 ms
[2020-12-28 02:47:39 main:574] : INFO : Epoch 808 | loss: 0.0311605 | val_loss: 0.0311663 | Time: 1862.99 ms
[2020-12-28 02:47:41 main:574] : INFO : Epoch 809 | loss: 0.031161 | val_loss: 0.0311683 | Time: 1880.61 ms
[2020-12-28 02:47:43 main:574] : INFO : Epoch 810 | loss: 0.0311603 | val_loss: 0.0311653 | Time: 1887.48 ms
[2020-12-28 02:47:45 main:574] : INFO : Epoch 811 | loss: 0.0311603 | val_loss: 0.0311649 | Time: 1899.58 ms
[2020-12-28 02:47:47 main:574] : INFO : Epoch 812 | loss: 0.03116 | val_loss: 0.0311647 | Time: 1906.36 ms
[2020-12-28 02:47:49 main:574] : INFO : Epoch 813 | loss: 0.0311593 | val_loss: 0.0311647 | Time: 1893.61 ms
[2020-12-28 02:47:51 main:574] : INFO : Epoch 814 | loss: 0.0311606 | val_loss: 0.0311658 | Time: 1860.94 ms
[2020-12-28 02:47:53 main:574] : INFO : Epoch 815 | loss: 0.031159 | val_loss: 0.0311652 | Time: 1876.84 ms
[2020-12-28 02:47:54 main:574] : INFO : Epoch 816 | loss: 0.0311593 | val_loss: 0.0311683 | Time: 1861.53 ms
[2020-12-28 02:47:56 main:574] : INFO : Epoch 817 | loss: 0.0311593 | val_loss: 0.0311652 | Time: 1874.54 ms
[2020-12-28 02:47:58 main:574] : INFO : Epoch 818 | loss: 0.0311589 | val_loss: 0.0311681 | Time: 1866.49 ms
[2020-12-28 02:48:00 main:574] : INFO : Epoch 819 | loss: 0.031159 | val_loss: 0.0311649 | Time: 1883.43 ms
[2020-12-28 02:48:02 main:574] : INFO : Epoch 820 | loss: 0.0311586 | val_loss: 0.0311648 | Time: 1882.13 ms
[2020-12-28 02:48:04 main:574] : INFO : Epoch 821 | loss: 0.0311582 | val_loss: 0.0311649 | Time: 1899.99 ms
[2020-12-28 02:48:06 main:574] : INFO : Epoch 822 | loss: 0.0311585 | val_loss: 0.0311647 | Time: 1873.05 ms
[2020-12-28 02:48:08 main:574] : INFO : Epoch 823 | loss: 0.0311585 | val_loss: 0.0311653 | Time: 1899.18 ms
[2020-12-28 02:48:10 main:574] : INFO : Epoch 824 | loss: 0.0311584 | val_loss: 0.0311665 | Time: 1861.54 ms
[2020-12-28 02:48:11 main:574] : INFO : Epoch 825 | loss: 0.031159 | val_loss: 0.031169 | Time: 1890.6 ms
[2020-12-28 02:48:13 main:574] : INFO : Epoch 826 | loss: 0.0311618 | val_loss: 0.0311644 | Time: 1902.93 ms
[2020-12-28 02:48:15 main:574] : INFO : Epoch 827 | loss: 0.0311586 | val_loss: 0.0311661 | Time: 1877.44 ms
[2020-12-28 02:48:17 main:574] : INFO : Epoch 828 | loss: 0.0311579 | val_loss: 0.031165 | Time: 1880.27 ms
[2020-12-28 02:48:19 main:574] : INFO : Epoch 829 | loss: 0.0311586 | val_loss: 0.0311664 | Time: 1885.6 ms
[2020-12-28 02:48:21 main:574] : INFO : Epoch 830 | loss: 0.0311579 | val_loss: 0.0311651 | Time: 1867.06 ms
[2020-12-28 02:48:23 main:574] : INFO : Epoch 831 | loss: 0.0311575 | val_loss: 0.031164 | Time: 1882.72 ms
[2020-12-28 02:48:25 main:574] : INFO : Epoch 832 | loss: 0.0311575 | val_loss: 0.0311645 | Time: 1865.16 ms
[2020-12-28 02:48:27 main:574] : INFO : Epoch 833 | loss: 0.0311581 | val_loss: 0.0311665 | Time: 1887.86 ms
[2020-12-28 02:48:29 main:574] : INFO : Epoch 834 | loss: 0.0311589 | val_loss: 0.0311637 | Time: 1882.53 ms
[2020-12-28 02:48:30 main:574] : INFO : Epoch 835 | loss: 0.0311588 | val_loss: 0.0311638 | Time: 1864.59 ms
[2020-12-28 02:48:32 main:574] : INFO : Epoch 836 | loss: 0.0311579 | val_loss: 0.0311635 | Time: 1868.12 ms
[2020-12-28 02:48:34 main:574] : INFO : Epoch 837 | loss: 0.0311572 | val_loss: 0.0311641 | Time: 1899.58 ms
[2020-12-28 02:48:36 main:574] : INFO : Epoch 838 | loss: 0.0311572 | val_loss: 0.0311636 | Time: 1855.27 ms
[2020-12-28 02:48:38 main:574] : INFO : Epoch 839 | loss: 0.031157 | val_loss: 0.031164 | Time: 1882.63 ms
[2020-12-28 02:48:40 main:574] : INFO : Epoch 840 | loss: 0.0311575 | val_loss: 0.0311661 | Time: 1876.61 ms
[2020-12-28 02:48:42 main:574] : INFO : Epoch 841 | loss: 0.0311583 | val_loss: 0.0311691 | Time: 1880.64 ms
[2020-12-28 02:48:44 main:574] : INFO : Epoch 842 | loss: 0.0311596 | val_loss: 0.0311669 | Time: 1864.37 ms
[2020-12-28 02:48:45 main:574] : INFO : Epoch 843 | loss: 0.0311582 | val_loss: 0.0311642 | Time: 1872.11 ms
[2020-12-28 02:48:47 main:574] : INFO : Epoch 844 | loss: 0.0311586 | val_loss: 0.0311659 | Time: 1871.75 ms
[2020-12-28 02:48:49 main:574] : INFO : Epoch 845 | loss: 0.0311578 | val_loss: 0.0311646 | Time: 1883.97 ms
[2020-12-28 02:48:51 main:574] : INFO : Epoch 846 | loss: 0.0311573 | val_loss: 0.0311652 | Time: 1864.28 ms
[2020-12-28 02:48:53 main:574] : INFO : Epoch 847 | loss: 0.0311575 | val_loss: 0.0311644 | Time: 1885.62 ms
[2020-12-28 02:48:55 main:574] : INFO : Epoch 848 | loss: 0.0311574 | val_loss: 0.0311646 | Time: 1889.23 ms
[2020-12-28 02:48:57 main:574] : INFO : Epoch 849 | loss: 0.0311582 | val_loss: 0.0311668 | Time: 1899.8 ms
[2020-12-28 02:48:59 main:574] : INFO : Epoch 850 | loss: 0.0311585 | val_loss: 0.0311647 | Time: 1858.67 ms
[2020-12-28 02:49:01 main:574] : INFO : Epoch 851 | loss: 0.0311579 | val_loss: 0.0311649 | Time: 1891.67 ms
[2020-12-28 02:49:02 main:574] : INFO : Epoch 852 | loss: 0.031158 | val_loss: 0.0311655 | Time: 1866.25 ms
[2020-12-28 02:49:04 main:574] : INFO : Epoch 853 | loss: 0.0311575 | val_loss: 0.0311643 | Time: 1884.17 ms
[2020-12-28 02:49:06 main:574] : INFO : Epoch 854 | loss: 0.0311571 | val_loss: 0.0311652 | Time: 1911.18 ms
[2020-12-28 02:49:08 main:574] : INFO : Epoch 855 | loss: 0.0311577 | val_loss: 0.0311676 | Time: 1883.93 ms
[2020-12-28 02:49:10 main:574] : INFO : Epoch 856 | loss: 0.0311574 | val_loss: 0.0311654 | Time: 1883.87 ms
[2020-12-28 02:49:12 main:574] : INFO : Epoch 857 | loss: 0.0311584 | val_loss: 0.0311647 | Time: 1892.55 ms
[2020-12-28 02:49:14 main:574] : INFO : Epoch 858 | loss: 0.0311572 | val_loss: 0.0311648 | Time: 1866.32 ms
[2020-12-28 02:49:16 main:574] : INFO : Epoch 859 | loss: 0.0311581 | val_loss: 0.0311696 | Time: 1874.58 ms
[2020-12-28 02:49:18 main:574] : INFO : Epoch 860 | loss: 0.0311605 | val_loss: 0.0311671 | Time: 1878.69 ms
[2020-12-28 02:49:19 main:574] : INFO : Epoch 861 | loss: 0.0311577 | val_loss: 0.031164 | Time: 1887.76 ms
[2020-12-28 02:49:21 main:574] : INFO : Epoch 862 | loss: 0.0311572 | val_loss: 0.0311649 | Time: 1869.66 ms
[2020-12-28 02:49:23 main:574] : INFO : Epoch 863 | loss: 0.0311569 | val_loss: 0.0311644 | Time: 1891.04 ms
[2020-12-28 02:49:25 main:574] : INFO : Epoch 864 | loss: 0.0311575 | val_loss: 0.0311648 | Time: 1879.23 ms
[2020-12-28 02:49:27 main:574] : INFO : Epoch 865 | loss: 0.0311587 | val_loss: 0.0311684 | Time: 1880.3 ms
[2020-12-28 02:49:29 main:574] : INFO : Epoch 866 | loss: 0.0311576 | val_loss: 0.0311638 | Time: 1880.88 ms
[2020-12-28 02:49:31 main:574] : INFO : Epoch 867 | loss: 0.0311573 | val_loss: 0.0311647 | Time: 1876.61 ms
[2020-12-28 02:49:33 main:574] : INFO : Epoch 868 | loss: 0.0311571 | val_loss: 0.0311666 | Time: 1878.12 ms
[2020-12-28 02:49:35 main:574] : INFO : Epoch 869 | loss: 0.0311577 | val_loss: 0.0311648 | Time: 1904.28 ms
[2020-12-28 02:49:36 main:574] : INFO : Epoch 870 | loss: 0.0311567 | val_loss: 0.0311642 | Time: 1874.79 ms
[2020-12-28 02:49:38 main:574] : INFO : Epoch 871 | loss: 0.031157 | val_loss: 0.0311647 | Time: 1891.59 ms
[2020-12-28 02:49:40 main:574] : INFO : Epoch 872 | loss: 0.0311566 | val_loss: 0.031165 | Time: 1885.64 ms
[2020-12-28 02:49:42 main:574] : INFO : Epoch 873 | loss: 0.0311576 | val_loss: 0.0311638 | Time: 1893.72 ms
[2020-12-28 02:49:44 main:574] : INFO : Epoch 874 | loss: 0.0311571 | val_loss: 0.0311663 | Time: 1896.95 ms
[2020-12-28 02:49:46 main:574] : INFO : Epoch 875 | loss: 0.0311566 | val_loss: 0.0311652 | Time: 1911.06 ms
[2020-12-28 02:49:48 main:574] : INFO : Epoch 876 | loss: 0.0311579 | val_loss: 0.0311658 | Time: 1874.24 ms
[2020-12-28 02:49:50 main:574] : INFO : Epoch 877 | loss: 0.0311571 | val_loss: 0.0311667 | Time: 1883.84 ms
[2020-12-28 02:49:52 main:574] : INFO : Epoch 878 | loss: 0.0311578 | val_loss: 0.031166 | Time: 1886.56 ms
[2020-12-28 02:49:54 main:574] : INFO : Epoch 879 | loss: 0.031158 | val_loss: 0.031166 | Time: 1892.09 ms
[2020-12-28 02:49:55 main:574] : INFO : Epoch 880 | loss: 0.0311594 | val_loss: 0.0311671 | Time: 1880.5 ms
[2020-12-28 02:49:57 main:574] : INFO : Epoch 881 | loss: 0.0311585 | val_loss: 0.0311648 | Time: 1890.99 ms
[2020-12-28 02:49:59 main:574] : INFO : Epoch 882 | loss: 0.0311577 | val_loss: 0.0311704 | Time: 1892.67 ms
[2020-12-28 02:50:01 main:574] : INFO : Epoch 883 | loss: 0.0311584 | val_loss: 0.0311649 | Time: 1908.92 ms
[2020-12-28 02:50:03 main:574] : INFO : Epoch 884 | loss: 0.0311583 | val_loss: 0.031169 | Time: 1871.44 ms
[2020-12-28 02:50:05 main:574] : INFO : Epoch 885 | loss: 0.0311584 | val_loss: 0.0311652 | Time: 1907.55 ms
[2020-12-28 02:50:07 main:574] : INFO : Epoch 886 | loss: 0.0311581 | val_loss: 0.0311668 | Time: 1875.99 ms
[2020-12-28 02:50:09 main:574] : INFO : Epoch 887 | loss: 0.031159 | val_loss: 0.0311651 | Time: 1884.66 ms
[2020-12-28 02:50:11 main:574] : INFO : Epoch 888 | loss: 0.0311581 | val_loss: 0.031166 | Time: 1875.74 ms
[2020-12-28 02:50:13 main:574] : INFO : Epoch 889 | loss: 0.0311593 | val_loss: 0.0311675 | Time: 1889.21 ms
[2020-12-28 02:50:14 main:574] : INFO : Epoch 890 | loss: 0.0311596 | val_loss: 0.031167 | Time: 1885.61 ms
[2020-12-28 02:50:16 main:574] : INFO : Epoch 891 | loss: 0.0311599 | val_loss: 0.031167 | Time: 1895.74 ms
[2020-12-28 02:50:18 main:574] : INFO : Epoch 892 | loss: 0.03116 | val_loss: 0.0311685 | Time: 1882.94 ms
[2020-12-28 02:50:20 main:574] : INFO : Epoch 893 | loss: 0.0311604 | val_loss: 0.0311684 | Time: 1890.15 ms
[2020-12-28 02:50:22 main:574] : INFO : Epoch 894 | loss: 0.0311634 | val_loss: 0.031174 | Time: 1892.16 ms
[2020-12-28 02:50:24 main:574] : INFO : Epoch 895 | loss: 0.0311614 | val_loss: 0.0311704 | Time: 1898.25 ms
[2020-12-28 02:50:26 main:574] : INFO : Epoch 896 | loss: 0.031161 | val_loss: 0.031167 | Time: 1874.13 ms
[2020-12-28 02:50:28 main:574] : INFO : Epoch 897 | loss: 0.0311598 | val_loss: 0.0311673 | Time: 1881.26 ms
[2020-12-28 02:50:30 main:574] : INFO : Epoch 898 | loss: 0.0311587 | val_loss: 0.0311673 | Time: 1877.61 ms
[2020-12-28 02:50:32 main:574] : INFO : Epoch 899 | loss: 0.0311595 | val_loss: 0.031168 | Time: 1902.85 ms
[2020-12-28 02:50:33 main:574] : INFO : Epoch 900 | loss: 0.0311596 | val_loss: 0.0311675 | Time: 1882.26 ms
[2020-12-28 02:50:35 main:574] : INFO : Epoch 901 | loss: 0.0311593 | val_loss: 0.0311677 | Time: 1877.52 ms
[2020-12-28 02:50:37 main:574] : INFO : Epoch 902 | loss: 0.0311594 | val_loss: 0.0311677 | Time: 1893.26 ms
[2020-12-28 02:50:39 main:574] : INFO : Epoch 903 | loss: 0.0311589 | val_loss: 0.0311686 | Time: 1879.78 ms
[2020-12-28 02:50:41 main:574] : INFO : Epoch 904 | loss: 0.031159 | val_loss: 0.0311667 | Time: 1885.34 ms
[2020-12-28 02:50:43 main:574] : INFO : Epoch 905 | loss: 0.0311588 | val_loss: 0.0311707 | Time: 1913.35 ms
[2020-12-28 02:50:45 main:574] : INFO : Epoch 906 | loss: 0.0311595 | val_loss: 0.0311672 | Time: 1892.51 ms
[2020-12-28 02:50:47 main:574] : INFO : Epoch 907 | loss: 0.0311579 | val_loss: 0.0311662 | Time: 1870.7 ms
[2020-12-28 02:50:49 main:574] : INFO : Epoch 908 | loss: 0.031158 | val_loss: 0.0311664 | Time: 1880.79 ms
[2020-12-28 02:50:51 main:574] : INFO : Epoch 909 | loss: 0.0311579 | val_loss: 0.0311669 | Time: 1900.17 ms
[2020-12-28 02:50:52 main:574] : INFO : Epoch 910 | loss: 0.0311575 | val_loss: 0.0311674 | Time: 1876.19 ms
[2020-12-28 02:50:54 main:574] : INFO : Epoch 911 | loss: 0.0311593 | val_loss: 0.031166 | Time: 1897.96 ms
[2020-12-28 02:50:56 main:574] : INFO : Epoch 912 | loss: 0.0311588 | val_loss: 0.0311664 | Time: 1887.99 ms
[2020-12-28 02:50:58 main:574] : INFO : Epoch 913 | loss: 0.0311582 | val_loss: 0.0311656 | Time: 1878.69 ms
[2020-12-28 02:51:00 main:574] : INFO : Epoch 914 | loss: 0.0311577 | val_loss: 0.0311669 | Time: 1883.97 ms
[2020-12-28 02:51:02 main:574] : INFO : Epoch 915 | loss: 0.0311582 | val_loss: 0.0311664 | Time: 1870.6 ms
[2020-12-28 02:51:04 main:574] : INFO : Epoch 916 | loss: 0.0311581 | val_loss: 0.0311665 | Time: 1875.46 ms
[2020-12-28 02:51:06 main:574] : INFO : Epoch 917 | loss: 0.0311582 | val_loss: 0.0311667 | Time: 1890.44 ms
[2020-12-28 02:51:08 main:574] : INFO : Epoch 918 | loss: 0.031158 | val_loss: 0.0311673 | Time: 1891.14 ms
[2020-12-28 02:51:09 main:574] : INFO : Epoch 919 | loss: 0.0311583 | val_loss: 0.0311668 | Time: 1899.5 ms
[2020-12-28 02:51:11 main:574] : INFO : Epoch 920 | loss: 0.0311596 | val_loss: 0.0311677 | Time: 1875.02 ms
[2020-12-28 02:51:13 main:574] : INFO : Epoch 921 | loss: 0.0311608 | val_loss: 0.031167 | Time: 1895.02 ms
[2020-12-28 02:51:15 main:574] : INFO : Epoch 922 | loss: 0.0311603 | val_loss: 0.0311677 | Time: 1887.81 ms
[2020-12-28 02:51:17 main:574] : INFO : Epoch 923 | loss: 0.0311605 | val_loss: 0.0311674 | Time: 1912.24 ms
[2020-12-28 02:51:19 main:574] : INFO : Epoch 924 | loss: 0.03116 | val_loss: 0.031167 | Time: 1881.22 ms
[2020-12-28 02:51:21 main:574] : INFO : Epoch 925 | loss: 0.0311597 | val_loss: 0.0311681 | Time: 1890.84 ms
[2020-12-28 02:51:23 main:574] : INFO : Epoch 926 | loss: 0.0311605 | val_loss: 0.0311667 | Time: 1893.04 ms
[2020-12-28 02:51:25 main:574] : INFO : Epoch 927 | loss: 0.0311609 | val_loss: 0.031168 | Time: 1880.82 ms
[2020-12-28 02:51:27 main:574] : INFO : Epoch 928 | loss: 0.03116 | val_loss: 0.0311674 | Time: 1871.86 ms
[2020-12-28 02:51:28 main:574] : INFO : Epoch 929 | loss: 0.0311601 | val_loss: 0.0311691 | Time: 1908.57 ms
[2020-12-28 02:51:30 main:574] : INFO : Epoch 930 | loss: 0.0311611 | val_loss: 0.0311683 | Time: 1876.09 ms
[2020-12-28 02:51:32 main:574] : INFO : Epoch 931 | loss: 0.0311596 | val_loss: 0.0311677 | Time: 1878.05 ms
[2020-12-28 02:51:34 main:574] : INFO : Epoch 932 | loss: 0.0311586 | val_loss: 0.0311669 | Time: 1884.52 ms
[2020-12-28 02:51:36 main:574] : INFO : Epoch 933 | loss: 0.0311587 | val_loss: 0.0311672 | Time: 1895.77 ms
[2020-12-28 02:51:38 main:574] : INFO : Epoch 934 | loss: 0.0311588 | val_loss: 0.0311677 | Time: 1886.46 ms
[2020-12-28 02:51:40 main:574] : INFO : Epoch 935 | loss: 0.0311586 | val_loss: 0.0311668 | Time: 1889.2 ms
[2020-12-28 02:51:42 main:574] : INFO : Epoch 936 | loss: 0.0311587 | val_loss: 0.0311671 | Time: 1865.13 ms
[2020-12-28 02:51:44 main:574] : INFO : Epoch 937 | loss: 0.031162 | val_loss: 0.0311702 | Time: 1898.42 ms
[2020-12-28 02:51:45 main:574] : INFO : Epoch 938 | loss: 0.0311616 | val_loss: 0.0311689 | Time: 1890.77 ms
[2020-12-28 02:51:47 main:574] : INFO : Epoch 939 | loss: 0.031161 | val_loss: 0.0311674 | Time: 1874.41 ms
[2020-12-28 02:51:49 main:574] : INFO : Epoch 940 | loss: 0.0311609 | val_loss: 0.0311676 | Time: 1878.88 ms
[2020-12-28 02:51:51 main:574] : INFO : Epoch 941 | loss: 0.031162 | val_loss: 0.0311739 | Time: 1895.7 ms
[2020-12-28 02:51:53 main:574] : INFO : Epoch 942 | loss: 0.0311616 | val_loss: 0.0311689 | Time: 1895.93 ms
[2020-12-28 02:51:55 main:574] : INFO : Epoch 943 | loss: 0.031161 | val_loss: 0.0311675 | Time: 1874.99 ms
[2020-12-28 02:51:57 main:574] : INFO : Epoch 944 | loss: 0.0311599 | val_loss: 0.0311705 | Time: 1875.72 ms
[2020-12-28 02:51:59 main:574] : INFO : Epoch 945 | loss: 0.0311624 | val_loss: 0.0311669 | Time: 1913.28 ms
[2020-12-28 02:52:01 main:574] : INFO : Epoch 946 | loss: 0.0311631 | val_loss: 0.0311676 | Time: 1888.82 ms
[2020-12-28 02:52:03 main:574] : INFO : Epoch 947 | loss: 0.0311612 | val_loss: 0.031169 | Time: 1894.12 ms
[2020-12-28 02:52:04 main:574] : INFO : Epoch 948 | loss: 0.0311608 | val_loss: 0.0311684 | Time: 1890.44 ms
[2020-12-28 02:52:06 main:574] : INFO : Epoch 949 | loss: 0.03116 | val_loss: 0.0311665 | Time: 1875.01 ms
[2020-12-28 02:52:08 main:574] : INFO : Epoch 950 | loss: 0.0311601 | val_loss: 0.0311669 | Time: 1892.03 ms
[2020-12-28 02:52:10 main:574] : INFO : Epoch 951 | loss: 0.0311599 | val_loss: 0.0311677 | Time: 1882.97 ms
[2020-12-28 02:52:12 main:574] : INFO : Epoch 952 | loss: 0.0311595 | val_loss: 0.0311668 | Time: 1859.54 ms
[2020-12-28 02:52:14 main:574] : INFO : Epoch 953 | loss: 0.0311601 | val_loss: 0.031168 | Time: 1895.04 ms
[2020-12-28 02:52:16 main:574] : INFO : Epoch 954 | loss: 0.0311596 | val_loss: 0.0311681 | Time: 1876.33 ms
[2020-12-28 02:52:18 main:574] : INFO : Epoch 955 | loss: 0.0311634 | val_loss: 0.0311693 | Time: 1899.09 ms
[2020-12-28 02:52:20 main:574] : INFO : Epoch 956 | loss: 0.0311641 | val_loss: 0.0311705 | Time: 1873.3 ms
[2020-12-28 02:52:21 main:574] : INFO : Epoch 957 | loss: 0.0311637 | val_loss: 0.031169 | Time: 1866.37 ms
[2020-12-28 02:52:23 main:574] : INFO : Epoch 958 | loss: 0.0311638 | val_loss: 0.03117 | Time: 1871.45 ms
[2020-12-28 02:52:25 main:574] : INFO : Epoch 959 | loss: 0.031165 | val_loss: 0.03117 | Time: 1870 ms
[2020-12-28 02:52:27 main:574] : INFO : Epoch 960 | loss: 0.031165 | val_loss: 0.0311687 | Time: 1895.44 ms
[2020-12-28 02:52:29 main:574] : INFO : Epoch 961 | loss: 0.031163 | val_loss: 0.0311673 | Time: 1872.89 ms
[2020-12-28 02:52:31 main:574] : INFO : Epoch 962 | loss: 0.0311627 | val_loss: 0.0311684 | Time: 1881.43 ms
[2020-12-28 02:52:33 main:574] : INFO : Epoch 963 | loss: 0.031166 | val_loss: 0.0311702 | Time: 1883.64 ms
[2020-12-28 02:52:35 main:574] : INFO : Epoch 964 | loss: 0.0311649 | val_loss: 0.0311704 | Time: 1866.14 ms
[2020-12-28 02:52:37 main:574] : INFO : Epoch 965 | loss: 0.0311643 | val_loss: 0.0311676 | Time: 1896 ms
[2020-12-28 02:52:38 main:574] : INFO : Epoch 966 | loss: 0.0311633 | val_loss: 0.0311719 | Time: 1874.62 ms
[2020-12-28 02:52:40 main:574] : INFO : Epoch 967 | loss: 0.0311642 | val_loss: 0.0311666 | Time: 1892.58 ms
[2020-12-28 02:52:42 main:574] : INFO : Epoch 968 | loss: 0.0311633 | val_loss: 0.0311661 | Time: 1845.3 ms
[2020-12-28 02:52:44 main:574] : INFO : Epoch 969 | loss: 0.0311613 | val_loss: 0.0311669 | Time: 1917.68 ms
[2020-12-28 02:52:46 main:574] : INFO : Epoch 970 | loss: 0.0311619 | val_loss: 0.0311669 | Time: 1859.26 ms
[2020-12-28 02:52:48 main:574] : INFO : Epoch 971 | loss: 0.031163 | val_loss: 0.0311667 | Time: 1903.19 ms
[2020-12-28 02:52:50 main:574] : INFO : Epoch 972 | loss: 0.0311609 | val_loss: 0.0311667 | Time: 1871.48 ms
[2020-12-28 02:52:52 main:574] : INFO : Epoch 973 | loss: 0.0311612 | val_loss: 0.0311673 | Time: 1884.06 ms
[2020-12-28 02:52:54 main:574] : INFO : Epoch 974 | loss: 0.0311612 | val_loss: 0.0311676 | Time: 1872.42 ms
[2020-12-28 02:52:55 main:574] : INFO : Epoch 975 | loss: 0.0311624 | val_loss: 0.0311684 | Time: 1902.31 ms
[2020-12-28 02:52:57 main:574] : INFO : Epoch 976 | loss: 0.031162 | val_loss: 0.0311693 | Time: 1880.8 ms
[2020-12-28 02:52:59 main:574] : INFO : Epoch 977 | loss: 0.031162 | val_loss: 0.0311676 | Time: 1877.93 ms
[2020-12-28 02:53:01 main:574] : INFO : Epoch 978 | loss: 0.0311625 | val_loss: 0.0311675 | Time: 1864.15 ms
[2020-12-28 02:53:03 main:574] : INFO : Epoch 979 | loss: 0.0311612 | val_loss: 0.0311669 | Time: 1874.97 ms
[2020-12-28 02:53:05 main:574] : INFO : Epoch 980 | loss: 0.0311611 | val_loss: 0.0311666 | Time: 1875.64 ms
[2020-12-28 02:53:07 main:574] : INFO : Epoch 981 | loss: 0.0311606 | val_loss: 0.0311661 | Time: 1874.94 ms
[2020-12-28 02:53:09 main:574] : INFO : Epoch 982 | loss: 0.0311613 | val_loss: 0.0311676 | Time: 1873.48 ms
[2020-12-28 02:53:10 main:574] : INFO : Epoch 983 | loss: 0.0311639 | val_loss: 0.0311692 | Time: 1870.99 ms
[2020-12-28 02:53:12 main:574] : INFO : Epoch 984 | loss: 0.0311669 | val_loss: 0.0311682 | Time: 1878.75 ms
[2020-12-28 02:53:14 main:574] : INFO : Epoch 985 | loss: 0.0311672 | val_loss: 0.0311677 | Time: 1922.41 ms
[2020-12-28 02:53:16 main:574] : INFO : Epoch 986 | loss: 0.0311645 | val_loss: 0.0311695 | Time: 1882.26 ms
[2020-12-28 02:53:18 main:574] : INFO : Epoch 987 | loss: 0.0311648 | val_loss: 0.0311674 | Time: 1886.44 ms
[2020-12-28 02:53:20 main:574] : INFO : Epoch 988 | loss: 0.0311661 | val_loss: 0.0311706 | Time: 1890.78 ms
[2020-12-28 02:53:22 main:574] : INFO : Epoch 989 | loss: 0.0311646 | val_loss: 0.0311702 | Time: 1874.46 ms
[2020-12-28 02:53:24 main:574] : INFO : Epoch 990 | loss: 0.031164 | val_loss: 0.0311671 | Time: 1888.75 ms
[2020-12-28 02:53:26 main:574] : INFO : Epoch 991 | loss: 0.0311635 | val_loss: 0.0311682 | Time: 1883.87 ms
[2020-12-28 02:53:28 main:574] : INFO : Epoch 992 | loss: 0.0311643 | val_loss: 0.0311687 | Time: 1867.69 ms
[2020-12-28 02:53:29 main:574] : INFO : Epoch 993 | loss: 0.0311658 | val_loss: 0.0311684 | Time: 1881.59 ms
[2020-12-28 02:53:31 main:574] : INFO : Epoch 994 | loss: 0.0311635 | val_loss: 0.0311685 | Time: 1856.38 ms
[2020-12-28 02:53:33 main:574] : INFO : Epoch 995 | loss: 0.031164 | val_loss: 0.0311688 | Time: 1887.07 ms
[2020-12-28 02:53:35 main:574] : INFO : Epoch 996 | loss: 0.0311641 | val_loss: 0.0311703 | Time: 1883.32 ms
[2020-12-28 02:53:37 main:574] : INFO : Epoch 997 | loss: 0.0311658 | val_loss: 0.0311692 | Time: 1900.21 ms
[2020-12-28 02:53:39 main:574] : INFO : Epoch 998 | loss: 0.0311631 | val_loss: 0.0311671 | Time: 1859.4 ms
[2020-12-28 02:53:41 main:574] : INFO : Epoch 999 | loss: 0.0311628 | val_loss: 0.0311673 | Time: 1855.23 ms
[2020-12-28 02:53:43 main:574] : INFO : Epoch 1000 | loss: 0.031163 | val_loss: 0.0311674 | Time: 1870.48 ms
[2020-12-28 02:53:44 main:574] : INFO : Epoch 1001 | loss: 0.0311638 | val_loss: 0.0311684 | Time: 1897.81 ms
[2020-12-28 02:53:46 main:574] : INFO : Epoch 1002 | loss: 0.0311659 | val_loss: 0.0311709 | Time: 1853.94 ms
[2020-12-28 02:53:48 main:574] : INFO : Epoch 1003 | loss: 0.0311625 | val_loss: 0.031169 | Time: 1889.76 ms
[2020-12-28 02:53:50 main:574] : INFO : Epoch 1004 | loss: 0.0311625 | val_loss: 0.0311679 | Time: 1865.4 ms
[2020-12-28 02:53:52 main:574] : INFO : Epoch 1005 | loss: 0.0311637 | val_loss: 0.031167 | Time: 1885.61 ms
[2020-12-28 02:53:54 main:574] : INFO : Epoch 1006 | loss: 0.0311644 | val_loss: 0.031168 | Time: 1873.31 ms
[2020-12-28 02:53:56 main:574] : INFO : Epoch 1007 | loss: 0.0311648 | val_loss: 0.0311663 | Time: 1873.15 ms
[2020-12-28 02:53:58 main:574] : INFO : Epoch 1008 | loss: 0.0311648 | val_loss: 0.031166 | Time: 1850.14 ms
[2020-12-28 02:54:00 main:574] : INFO : Epoch 1009 | loss: 0.0311639 | val_loss: 0.0311707 | Time: 1871.95 ms
[2020-12-28 02:54:01 main:574] : INFO : Epoch 1010 | loss: 0.0311643 | val_loss: 0.0311675 | Time: 1876.37 ms
[2020-12-28 02:54:03 main:574] : INFO : Epoch 1011 | loss: 0.0311626 | val_loss: 0.0311667 | Time: 1883.71 ms
[2020-12-28 02:54:05 main:574] : INFO : Epoch 1012 | loss: 0.0311627 | val_loss: 0.0311672 | Time: 1874.33 ms
[2020-12-28 02:54:07 main:574] : INFO : Epoch 1013 | loss: 0.031165 | val_loss: 0.031169 | Time: 1892.24 ms
[2020-12-28 02:54:09 main:574] : INFO : Epoch 1014 | loss: 0.0311648 | val_loss: 0.0311688 | Time: 1884.93 ms
[2020-12-28 02:54:11 main:574] : INFO : Epoch 1015 | loss: 0.0311645 | val_loss: 0.0311667 | Time: 1900.05 ms
[2020-12-28 02:54:13 main:574] : INFO : Epoch 1016 | loss: 0.0311644 | val_loss: 0.031167 | Time: 1900.54 ms
[2020-12-28 02:54:15 main:574] : INFO : Epoch 1017 | loss: 0.0311645 | val_loss: 0.031167 | Time: 1897.22 ms
[2020-12-28 02:54:17 main:574] : INFO : Epoch 1018 | loss: 0.0311636 | val_loss: 0.0311671 | Time: 1877.15 ms
[2020-12-28 02:54:18 main:574] : INFO : Epoch 1019 | loss: 0.0311637 | val_loss: 0.0311664 | Time: 1888.04 ms
[2020-12-28 02:54:20 main:574] : INFO : Epoch 1020 | loss: 0.0311656 | val_loss: 0.0311709 | Time: 1890 ms
[2020-12-28 02:54:22 main:574] : INFO : Epoch 1021 | loss: 0.0311686 | val_loss: 0.0311692 | Time: 1882.01 ms
[2020-12-28 02:54:23 main:574] : INFO : Epoch 1022 | loss: 0.0311672 | val_loss: 0.0311706 | Time: 1111.04 ms
[2020-12-28 02:54:25 main:574] : INFO : Epoch 1023 | loss: 0.0311674 | val_loss: 0.0311682 | Time: 1151.98 ms
[2020-12-28 02:54:26 main:574] : INFO : Epoch 1024 | loss: 0.031166 | val_loss: 0.0311705 | Time: 1175.25 ms
[2020-12-28 02:54:26 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311705
[2020-12-28 02:54:26 main:603] : INFO : Saving end state to config to file
[2020-12-28 02:54:26 main:608] : INFO : Success, exiting..
02:54:26 (9040): 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)