Task 3361641
| Name | ParityMachine-1605152252-31091-4_2 |
| Workunit | 1464011 |
| Created | 19 Dec 2020, 20:40:13 UTC |
| Sent | 19 Dec 2020, 21:08:55 UTC |
| Report deadline | 26 Dec 2020, 21:08:55 UTC |
| Received | 20 Dec 2020, 0:01:43 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5168 |
| Run time | 34 min 8 sec |
| CPU time | 33 min 26 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 4,144.51 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.61 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> : Epoch 514 | loss: 0.0311559 | val_loss: 0.0311725 | Time: 1922.81 ms [2020-12-20 00:07:56 main:574] : INFO : Epoch 515 | loss: 0.0311565 | val_loss: 0.03117 | Time: 1945.1 ms [2020-12-20 00:07:58 main:574] : INFO : Epoch 516 | loss: 0.0311548 | val_loss: 0.0311678 | Time: 1942.19 ms [2020-12-20 00:08:00 main:574] : INFO : Epoch 517 | loss: 0.0311553 | val_loss: 0.0311686 | Time: 1951.67 ms [2020-12-20 00:08:02 main:574] : INFO : Epoch 518 | loss: 0.0311545 | val_loss: 0.0311687 | Time: 1944.31 ms [2020-12-20 00:08:04 main:574] : INFO : Epoch 519 | loss: 0.0311539 | val_loss: 0.0311672 | Time: 1980.42 ms [2020-12-20 00:08:05 main:574] : INFO : Epoch 520 | loss: 0.0311525 | val_loss: 0.031166 | Time: 1893.53 ms [2020-12-20 00:08:07 main:574] : INFO : Epoch 521 | loss: 0.0311515 | val_loss: 0.0311664 | Time: 1934.55 ms [2020-12-20 00:08:09 main:574] : INFO : Epoch 522 | loss: 0.0311522 | val_loss: 0.0311669 | Time: 1978.05 ms [2020-12-20 00:08:11 main:574] : INFO : Epoch 523 | loss: 0.0311535 | val_loss: 0.0311709 | Time: 1961.22 ms [2020-12-20 00:08:13 main:574] : INFO : Epoch 524 | loss: 0.031152 | val_loss: 0.0311677 | Time: 1963.02 ms [2020-12-20 00:08:15 main:574] : INFO : Epoch 525 | loss: 0.031151 | val_loss: 0.0311679 | Time: 1926.58 ms [2020-12-20 00:08:17 main:574] : INFO : Epoch 526 | loss: 0.0311509 | val_loss: 0.0311675 | Time: 1948.86 ms [2020-12-20 00:08:19 main:574] : INFO : Epoch 527 | loss: 0.0311506 | val_loss: 0.0311677 | Time: 1924.55 ms [2020-12-20 00:08:21 main:574] : INFO : Epoch 528 | loss: 0.0311513 | val_loss: 0.0311697 | Time: 1903.54 ms [2020-12-20 00:08:23 main:574] : INFO : Epoch 529 | loss: 0.031151 | val_loss: 0.0311678 | Time: 1936.16 ms [2020-12-20 00:08:25 main:574] : INFO : Epoch 530 | loss: 0.0311505 | val_loss: 0.0311705 | Time: 1993.08 ms [2020-12-20 00:08:27 main:574] : INFO : Epoch 531 | loss: 0.0311517 | val_loss: 0.0311699 | Time: 1925.65 ms [2020-12-20 00:08:29 main:574] : INFO : Epoch 532 | loss: 0.0311541 | val_loss: 0.0311691 | Time: 1903.5 ms [2020-12-20 00:08:31 main:574] : INFO : Epoch 533 | loss: 0.0311542 | val_loss: 0.0311687 | Time: 1958.24 ms [2020-12-20 00:08:33 main:574] : INFO : Epoch 534 | loss: 0.031152 | val_loss: 0.0311675 | Time: 1939.27 ms [2020-12-20 00:08:35 main:574] : INFO : Epoch 535 | loss: 0.0311541 | val_loss: 0.0311683 | Time: 1914.21 ms [2020-12-20 00:08:37 main:574] : INFO : Epoch 536 | loss: 0.0311533 | val_loss: 0.0311743 | Time: 1912.37 ms [2020-12-20 00:08:39 main:574] : INFO : Epoch 537 | loss: 0.0311545 | val_loss: 0.0311677 | Time: 1956.82 ms [2020-12-20 00:08:41 main:574] : INFO : Epoch 538 | loss: 0.0311538 | val_loss: 0.0311697 | Time: 1913.52 ms [2020-12-20 00:08:43 main:574] : INFO : Epoch 539 | loss: 0.0311529 | val_loss: 0.0311705 | Time: 1919.48 ms [2020-12-20 00:08:45 main:574] : INFO : Epoch 540 | loss: 0.0311509 | val_loss: 0.0311698 | Time: 1969.7 ms [2020-12-20 00:08:47 main:574] : INFO : Epoch 541 | loss: 0.0311522 | val_loss: 0.031169 | Time: 1959.79 ms [2020-12-20 00:08:49 main:574] : INFO : Epoch 542 | loss: 0.031152 | val_loss: 0.0311693 | Time: 2031.23 ms [2020-12-20 00:08:51 main:574] : INFO : Epoch 543 | loss: 0.0311519 | val_loss: 0.0311682 | Time: 1975.05 ms [2020-12-20 00:08:53 main:574] : INFO : Epoch 544 | loss: 0.0311506 | val_loss: 0.0311688 | Time: 1911.48 ms [2020-12-20 00:08:55 main:574] : INFO : Epoch 545 | loss: 0.0311496 | val_loss: 0.0311702 | Time: 1967.23 ms [2020-12-20 00:08:56 main:574] : INFO : Epoch 546 | loss: 0.0311493 | val_loss: 0.0311732 | Time: 1935.21 ms [2020-12-20 00:08:58 main:574] : INFO : Epoch 547 | loss: 0.0311511 | val_loss: 0.0311726 | Time: 1930.01 ms [2020-12-20 00:09:00 main:574] : INFO : Epoch 548 | loss: 0.0311491 | val_loss: 0.0311698 | Time: 1944.39 ms [2020-12-20 00:09:02 main:574] : INFO : Epoch 549 | loss: 0.0311491 | val_loss: 0.0311698 | Time: 2006.5 ms [2020-12-20 00:09:04 main:574] : INFO : Epoch 550 | loss: 0.0311499 | val_loss: 0.0311684 | Time: 1968.74 ms [2020-12-20 00:09:06 main:574] : INFO : Epoch 551 | loss: 0.0311489 | val_loss: 0.0311706 | Time: 1973.72 ms [2020-12-20 00:09:08 main:574] : INFO : Epoch 552 | loss: 0.031149 | val_loss: 0.0311702 | Time: 1982.02 ms [2020-12-20 00:09:10 main:574] : INFO : Epoch 553 | loss: 0.0311487 | val_loss: 0.0311712 | Time: 1988.32 ms [2020-12-20 00:09:12 main:574] : INFO : Epoch 554 | loss: 0.0311516 | val_loss: 0.0311705 | Time: 1941.96 ms [2020-12-20 00:09:14 main:574] : INFO : Epoch 555 | loss: 0.0311505 | val_loss: 0.0311711 | Time: 1968.36 ms [2020-12-20 00:09:16 main:574] : INFO : Epoch 556 | loss: 0.0311507 | val_loss: 0.031175 | Time: 1908.95 ms [2020-12-20 00:09:18 main:574] : INFO : Epoch 557 | loss: 0.0311494 | val_loss: 0.0311713 | Time: 1917.33 ms [2020-12-20 00:09:20 main:574] : INFO : Epoch 558 | loss: 0.0311485 | val_loss: 0.0311736 | Time: 1977.51 ms [2020-12-20 00:09:22 main:574] : INFO : Epoch 559 | loss: 0.0311498 | val_loss: 0.0311703 | Time: 1935.79 ms [2020-12-20 00:09:24 main:574] : INFO : Epoch 560 | loss: 0.0311498 | val_loss: 0.0311732 | Time: 1941.75 ms [2020-12-20 00:09:26 main:574] : INFO : Epoch 561 | loss: 0.0311485 | val_loss: 0.0311742 | Time: 1922 ms [2020-12-20 00:09:28 main:574] : INFO : Epoch 562 | loss: 0.0311473 | val_loss: 0.0311764 | Time: 1933.72 ms [2020-12-20 00:09:30 main:574] : INFO : Epoch 563 | loss: 0.0311479 | val_loss: 0.0311744 | Time: 1944.37 ms [2020-12-20 00:09:32 main:574] : INFO : Epoch 564 | loss: 0.0311474 | val_loss: 0.0311705 | Time: 1963.03 ms [2020-12-20 00:09:34 main:574] : INFO : Epoch 565 | loss: 0.0311498 | val_loss: 0.0311697 | Time: 1921.97 ms [2020-12-20 00:09:36 main:574] : INFO : Epoch 566 | loss: 0.0311499 | val_loss: 0.0311708 | Time: 1865.72 ms [2020-12-20 00:09:38 main:574] : INFO : Epoch 567 | loss: 0.0311495 | val_loss: 0.0311738 | Time: 1999.69 ms [2020-12-20 00:09:40 main:574] : INFO : Epoch 568 | loss: 0.031148 | val_loss: 0.0311721 | Time: 1940.57 ms [2020-12-20 00:09:42 main:574] : INFO : Epoch 569 | loss: 0.0311463 | val_loss: 0.0311737 | Time: 1931.34 ms [2020-12-20 00:09:44 main:574] : INFO : Epoch 570 | loss: 0.0311472 | val_loss: 0.0311732 | Time: 1917.86 ms [2020-12-20 00:09:46 main:574] : INFO : Epoch 571 | loss: 0.0311472 | val_loss: 0.0311738 | Time: 1980.81 ms [2020-12-20 00:09:48 main:574] : INFO : Epoch 572 | loss: 0.0311464 | val_loss: 0.0311709 | Time: 1973.15 ms [2020-12-20 00:09:50 main:574] : INFO : Epoch 573 | loss: 0.0311463 | val_loss: 0.0311754 | Time: 1926.48 ms [2020-12-20 00:09:52 main:574] : INFO : Epoch 574 | loss: 0.0311475 | val_loss: 0.0311726 | Time: 1954.13 ms [2020-12-20 00:09:54 main:574] : INFO : Epoch 575 | loss: 0.0311459 | val_loss: 0.0311756 | Time: 2107.89 ms [2020-12-20 00:09:56 main:574] : INFO : Epoch 576 | loss: 0.0311451 | val_loss: 0.031178 | Time: 2013.92 ms [2020-12-20 00:09:58 main:574] : INFO : Epoch 577 | loss: 0.0311487 | val_loss: 0.0311752 | Time: 1990.01 ms [2020-12-20 00:10:00 main:574] : INFO : Epoch 578 | loss: 0.0311475 | val_loss: 0.0311759 | Time: 1918.06 ms [2020-12-20 00:10:02 main:574] : INFO : Epoch 579 | loss: 0.0311471 | val_loss: 0.0311712 | Time: 1928.5 ms [2020-12-20 00:10:04 main:574] : INFO : Epoch 580 | loss: 0.0311465 | val_loss: 0.0311703 | Time: 1947.79 ms [2020-12-20 00:10:06 main:574] : INFO : Epoch 581 | loss: 0.0311472 | val_loss: 0.0311736 | Time: 1948.43 ms [2020-12-20 00:10:07 main:574] : INFO : Epoch 582 | loss: 0.031146 | val_loss: 0.0311758 | Time: 1917.81 ms [2020-12-20 00:10:09 main:574] : INFO : Epoch 583 | loss: 0.0311457 | val_loss: 0.0311732 | Time: 1959.99 ms [2020-12-20 00:10:11 main:574] : INFO : Epoch 584 | loss: 0.0311456 | val_loss: 0.0311728 | Time: 1962.8 ms [2020-12-20 00:10:13 main:574] : INFO : Epoch 585 | loss: 0.0311443 | val_loss: 0.0311737 | Time: 1927.37 ms [2020-12-20 00:10:15 main:574] : INFO : Epoch 586 | loss: 0.0311442 | val_loss: 0.031174 | Time: 1942.67 ms [2020-12-20 00:10:17 main:574] : INFO : Epoch 587 | loss: 0.0311465 | val_loss: 0.0311697 | Time: 1926.5 ms [2020-12-20 00:10:19 main:574] : INFO : Epoch 588 | loss: 0.0311465 | val_loss: 0.0311727 | Time: 1898.9 ms [2020-12-20 00:10:21 main:574] : INFO : Epoch 589 | loss: 0.0311478 | val_loss: 0.0311727 | Time: 1950.46 ms [2020-12-20 00:10:23 main:574] : INFO : Epoch 590 | loss: 0.0311471 | val_loss: 0.03117 | Time: 1901.78 ms [2020-12-20 00:10:25 main:574] : INFO : Epoch 591 | loss: 0.0311498 | val_loss: 0.0311752 | Time: 1931.89 ms [2020-12-20 00:10:27 main:574] : INFO : Epoch 592 | loss: 0.0311487 | val_loss: 0.0311734 | Time: 1948.65 ms [2020-12-20 00:10:29 main:574] : INFO : Epoch 593 | loss: 0.0311463 | val_loss: 0.0311746 | Time: 1966.12 ms [2020-12-20 00:10:31 main:574] : INFO : Epoch 594 | loss: 0.0311493 | val_loss: 0.0311695 | Time: 1902.59 ms [2020-12-20 00:10:33 main:574] : INFO : Epoch 595 | loss: 0.0311481 | val_loss: 0.0311704 | Time: 1953.47 ms [2020-12-20 00:10:35 main:574] : INFO : Epoch 596 | loss: 0.031147 | val_loss: 0.0311726 | Time: 1947.4 ms [2020-12-20 00:10:37 main:574] : INFO : Epoch 597 | loss: 0.0311456 | val_loss: 0.0311706 | Time: 1940.9 ms [2020-12-20 00:10:39 main:574] : INFO : Epoch 598 | loss: 0.031144 | val_loss: 0.0311704 | Time: 1944.39 ms [2020-12-20 00:10:41 main:574] : INFO : Epoch 599 | loss: 0.031147 | val_loss: 0.0311745 | Time: 1914.94 ms [2020-12-20 00:10:43 main:574] : INFO : Epoch 600 | loss: 0.0311547 | val_loss: 0.031173 | Time: 1917.84 ms [2020-12-20 00:10:45 main:574] : INFO : Epoch 601 | loss: 0.0311526 | val_loss: 0.0311718 | Time: 1926.73 ms [2020-12-20 00:10:47 main:574] : INFO : Epoch 602 | loss: 0.0311505 | val_loss: 0.0311724 | Time: 1903.41 ms [2020-12-20 00:10:48 main:574] : INFO : Epoch 603 | loss: 0.0311506 | val_loss: 0.0311679 | Time: 1929.35 ms [2020-12-20 00:10:50 main:574] : INFO : Epoch 604 | loss: 0.0311494 | val_loss: 0.0311699 | Time: 1916.06 ms [2020-12-20 00:10:52 main:574] : INFO : Epoch 605 | loss: 0.0311495 | val_loss: 0.031177 | Time: 1931.1 ms [2020-12-20 00:10:54 main:574] : INFO : Epoch 606 | loss: 0.0311479 | val_loss: 0.0311697 | Time: 1964.45 ms [2020-12-20 00:10:56 main:574] : INFO : Epoch 607 | loss: 0.0311454 | val_loss: 0.031172 | Time: 1937.07 ms [2020-12-20 00:10:58 main:574] : INFO : Epoch 608 | loss: 0.0311448 | val_loss: 0.0311728 | Time: 2029.3 ms [2020-12-20 00:11:00 main:574] : INFO : Epoch 609 | loss: 0.0311487 | val_loss: 0.0311766 | Time: 1985.07 ms [2020-12-20 00:11:02 main:574] : INFO : Epoch 610 | loss: 0.0311476 | val_loss: 0.0311773 | Time: 1965.99 ms [2020-12-20 00:11:04 main:574] : INFO : Epoch 611 | loss: 0.0311469 | val_loss: 0.0311724 | Time: 2017.52 ms [2020-12-20 00:11:06 main:574] : INFO : Epoch 612 | loss: 0.0311455 | val_loss: 0.0311721 | Time: 1966.32 ms [2020-12-20 00:11:08 main:574] : INFO : Epoch 613 | loss: 0.0311457 | val_loss: 0.0311748 | Time: 1916.8 ms [2020-12-20 00:11:10 main:574] : INFO : Epoch 614 | loss: 0.0311447 | val_loss: 0.0311761 | Time: 1953.47 ms [2020-12-20 00:11:12 main:574] : INFO : Epoch 615 | loss: 0.0311455 | val_loss: 0.0311774 | Time: 1971.31 ms [2020-12-20 00:11:14 main:574] : INFO : Epoch 616 | loss: 0.0311465 | val_loss: 0.0311727 | Time: 1905.75 ms [2020-12-20 00:11:16 main:574] : INFO : Epoch 617 | loss: 0.0311464 | val_loss: 0.0311733 | Time: 1942.78 ms [2020-12-20 00:11:18 main:574] : INFO : Epoch 618 | loss: 0.031145 | val_loss: 0.0311792 | Time: 1930.02 ms [2020-12-20 00:11:20 main:574] : INFO : Epoch 619 | loss: 0.0311458 | val_loss: 0.0311752 | Time: 1938.48 ms [2020-12-20 00:11:22 main:574] : INFO : Epoch 620 | loss: 0.0311446 | val_loss: 0.0311761 | Time: 1971.15 ms [2020-12-20 00:11:24 main:574] : INFO : Epoch 621 | loss: 0.0311439 | val_loss: 0.0311783 | Time: 1953.35 ms [2020-12-20 00:11:26 main:574] : INFO : Epoch 622 | loss: 0.0311447 | val_loss: 0.0311727 | Time: 1891.97 ms [2020-12-20 00:11:28 main:574] : INFO : Epoch 623 | loss: 0.0311439 | val_loss: 0.0311717 | Time: 1971.24 ms [2020-12-20 00:11:30 main:574] : INFO : Epoch 624 | loss: 0.0311436 | val_loss: 0.0311737 | Time: 1955.26 ms [2020-12-20 00:11:32 main:574] : INFO : Epoch 625 | loss: 0.0311437 | val_loss: 0.0311751 | Time: 1952.1 ms [2020-12-20 00:11:34 main:574] : INFO : Epoch 626 | loss: 0.0311493 | val_loss: 0.031175 | Time: 1967.6 ms [2020-12-20 00:11:36 main:574] : INFO : Epoch 627 | loss: 0.031149 | val_loss: 0.0311728 | Time: 1927.64 ms [2020-12-20 00:11:38 main:574] : INFO : Epoch 628 | loss: 0.0311466 | val_loss: 0.0311746 | Time: 1924.39 ms [2020-12-20 00:11:40 main:574] : INFO : Epoch 629 | loss: 0.0311478 | val_loss: 0.0311741 | Time: 1953.67 ms [2020-12-20 00:11:42 main:574] : INFO : Epoch 630 | loss: 0.0311501 | val_loss: 0.0311753 | Time: 1951.91 ms [2020-12-20 00:11:44 main:574] : INFO : Epoch 631 | loss: 0.0311485 | val_loss: 0.0311744 | Time: 1970.85 ms [2020-12-20 00:11:46 main:574] : INFO : Epoch 632 | loss: 0.0311455 | val_loss: 0.0311756 | Time: 1951.06 ms [2020-12-20 00:11:48 main:574] : INFO : Epoch 633 | loss: 0.0311447 | val_loss: 0.0311744 | Time: 1909.95 ms [2020-12-20 00:11:50 main:574] : INFO : Epoch 634 | loss: 0.0311431 | val_loss: 0.0311772 | Time: 1935.47 ms [2020-12-20 00:11:51 main:574] : INFO : Epoch 635 | loss: 0.0311436 | val_loss: 0.0311755 | Time: 1879.11 ms [2020-12-20 00:11:53 main:574] : INFO : Epoch 636 | loss: 0.031142 | val_loss: 0.0311779 | Time: 1909.4 ms [2020-12-20 00:11:55 main:574] : INFO : Epoch 637 | loss: 0.0311428 | val_loss: 0.0311753 | Time: 1936.12 ms [2020-12-20 00:11:57 main:574] : INFO : Epoch 638 | loss: 0.0311437 | val_loss: 0.0311776 | Time: 1913.23 ms [2020-12-20 00:11:59 main:574] : INFO : Epoch 639 | loss: 0.0311435 | val_loss: 0.0311743 | Time: 1971.77 ms [2020-12-20 00:12:01 main:574] : INFO : Epoch 640 | loss: 0.0311424 | val_loss: 0.031176 | Time: 1928.85 ms [2020-12-20 00:12:03 main:574] : INFO : Epoch 641 | loss: 0.0311437 | val_loss: 0.0311733 | Time: 1914.3 ms [2020-12-20 00:12:05 main:574] : INFO : Epoch 642 | loss: 0.0311468 | val_loss: 0.0311727 | Time: 2012.3 ms [2020-12-20 00:12:07 main:574] : INFO : Epoch 643 | loss: 0.0311455 | val_loss: 0.0311728 | Time: 1965.25 ms [2020-12-20 00:12:09 main:574] : INFO : Epoch 644 | loss: 0.0311445 | val_loss: 0.0311772 | Time: 1976.05 ms [2020-12-20 00:12:11 main:574] : INFO : Epoch 645 | loss: 0.0311432 | val_loss: 0.0311751 | Time: 1912.98 ms [2020-12-20 00:12:13 main:574] : INFO : Epoch 646 | loss: 0.0311424 | val_loss: 0.0311823 | Time: 1932.49 ms [2020-12-20 00:12:15 main:574] : INFO : Epoch 647 | loss: 0.0311426 | val_loss: 0.0311778 | Time: 1912.46 ms [2020-12-20 00:12:17 main:574] : INFO : Epoch 648 | loss: 0.0311419 | val_loss: 0.0311734 | Time: 1928.72 ms [2020-12-20 00:12:19 main:574] : INFO : Epoch 649 | loss: 0.0311441 | val_loss: 0.0311782 | Time: 1957.88 ms [2020-12-20 00:12:21 main:574] : INFO : Epoch 650 | loss: 0.0311475 | val_loss: 0.0311735 | Time: 1940.53 ms [2020-12-20 00:12:23 main:574] : INFO : Epoch 651 | loss: 0.031146 | val_loss: 0.0311747 | Time: 1895.11 ms [2020-12-20 00:12:25 main:574] : INFO : Epoch 652 | loss: 0.0311455 | val_loss: 0.0311734 | Time: 1947.82 ms [2020-12-20 00:12:27 main:574] : INFO : Epoch 653 | loss: 0.0311449 | val_loss: 0.0311745 | Time: 1942.99 ms [2020-12-20 00:12:29 main:574] : INFO : Epoch 654 | loss: 0.0311442 | val_loss: 0.0311697 | Time: 1923.72 ms [2020-12-20 00:12:31 main:574] : INFO : Epoch 655 | loss: 0.0311419 | val_loss: 0.0311708 | Time: 1956.68 ms [2020-12-20 00:12:32 main:574] : INFO : Epoch 656 | loss: 0.0311448 | val_loss: 0.0311739 | Time: 1920.99 ms [2020-12-20 00:12:34 main:574] : INFO : Epoch 657 | loss: 0.0311494 | val_loss: 0.0311728 | Time: 1930.15 ms [2020-12-20 00:12:36 main:574] : INFO : Epoch 658 | loss: 0.0311492 | val_loss: 0.0311731 | Time: 1925.81 ms [2020-12-20 00:12:38 main:574] : INFO : Epoch 659 | loss: 0.0311445 | val_loss: 0.0311767 | Time: 1935.18 ms [2020-12-20 00:12:40 main:574] : INFO : Epoch 660 | loss: 0.0311464 | val_loss: 0.0311792 | Time: 1929.08 ms [2020-12-20 00:12:42 main:574] : INFO : Epoch 661 | loss: 0.0311423 | val_loss: 0.0311757 | Time: 1930.86 ms [2020-12-20 00:12:44 main:574] : INFO : Epoch 662 | loss: 0.0311432 | val_loss: 0.0311719 | Time: 1960.44 ms [2020-12-20 00:12:46 main:574] : INFO : Epoch 663 | loss: 0.0311424 | val_loss: 0.0311749 | Time: 1940.78 ms [2020-12-20 00:12:48 main:574] : INFO : Epoch 664 | loss: 0.0311416 | val_loss: 0.0311719 | Time: 1928.82 ms [2020-12-20 00:12:50 main:574] : INFO : Epoch 665 | loss: 0.0311407 | val_loss: 0.0311787 | Time: 1908.02 ms [2020-12-20 00:12:52 main:574] : INFO : Epoch 666 | loss: 0.0311407 | val_loss: 0.0311729 | Time: 1898.96 ms [2020-12-20 00:12:54 main:574] : INFO : Epoch 667 | loss: 0.031142 | val_loss: 0.0311823 | Time: 1934.47 ms [2020-12-20 00:12:56 main:574] : INFO : Epoch 668 | loss: 0.0311409 | val_loss: 0.0311732 | Time: 1926.4 ms [2020-12-20 00:12:58 main:574] : INFO : Epoch 669 | loss: 0.0311403 | val_loss: 0.031177 | Time: 1959.34 ms [2020-12-20 00:13:00 main:574] : INFO : Epoch 670 | loss: 0.0311409 | val_loss: 0.0311797 | Time: 1938.46 ms [2020-12-20 00:13:02 main:574] : INFO : Epoch 671 | loss: 0.0311449 | val_loss: 0.0311782 | Time: 1912.35 ms [2020-12-20 00:13:04 main:574] : INFO : Epoch 672 | loss: 0.0311427 | val_loss: 0.0311788 | Time: 1936.05 ms [2020-12-20 00:13:06 main:574] : INFO : Epoch 673 | loss: 0.0311423 | val_loss: 0.0311786 | Time: 1952.05 ms [2020-12-20 00:13:08 main:574] : INFO : Epoch 674 | loss: 0.0311427 | val_loss: 0.0311747 | Time: 1917.96 ms [2020-12-20 00:13:10 main:574] : INFO : Epoch 675 | loss: 0.0311415 | val_loss: 0.0311781 | Time: 1986.97 ms [2020-12-20 00:13:12 main:574] : INFO : Epoch 676 | loss: 0.0311415 | val_loss: 0.0311805 | Time: 2055.77 ms [2020-12-20 00:13:14 main:574] : INFO : Epoch 677 | loss: 0.0311425 | val_loss: 0.0311813 | Time: 1957.02 ms [2020-12-20 00:13:16 main:574] : INFO : Epoch 678 | loss: 0.0311421 | val_loss: 0.0311779 | Time: 1923.79 ms [2020-12-20 00:13:18 main:574] : INFO : Epoch 679 | loss: 0.0311418 | val_loss: 0.0311802 | Time: 1929.36 ms [2020-12-20 00:13:20 main:574] : INFO : Epoch 680 | loss: 0.0311444 | val_loss: 0.0311761 | Time: 1960.44 ms [2020-12-20 00:13:21 main:574] : INFO : Epoch 681 | loss: 0.0311454 | val_loss: 0.0311743 | Time: 1892.46 ms [2020-12-20 00:13:23 main:574] : INFO : Epoch 682 | loss: 0.031145 | val_loss: 0.0311796 | Time: 1955.18 ms [2020-12-20 00:13:25 main:574] : INFO : Epoch 683 | loss: 0.0311485 | val_loss: 0.0311751 | Time: 1917.08 ms [2020-12-20 00:13:27 main:574] : INFO : Epoch 684 | loss: 0.0311485 | val_loss: 0.0311732 | Time: 1915.01 ms [2020-12-20 00:13:29 main:574] : INFO : Epoch 685 | loss: 0.0311443 | val_loss: 0.031175 | Time: 1951.32 ms [2020-12-20 00:13:31 main:574] : INFO : Epoch 686 | loss: 0.0311415 | val_loss: 0.0311717 | Time: 1938.99 ms [2020-12-20 00:13:33 main:574] : INFO : Epoch 687 | loss: 0.0311435 | val_loss: 0.0311792 | Time: 1983.15 ms [2020-12-20 00:13:35 main:574] : INFO : Epoch 688 | loss: 0.0311429 | val_loss: 0.0311763 | Time: 1905.7 ms [2020-12-20 00:13:37 main:574] : INFO : Epoch 689 | loss: 0.031144 | val_loss: 0.0311756 | Time: 1935.1 ms [2020-12-20 00:13:39 main:574] : INFO : Epoch 690 | loss: 0.031148 | val_loss: 0.0311745 | Time: 1879.61 ms [2020-12-20 00:13:41 main:574] : INFO : Epoch 691 | loss: 0.0311447 | val_loss: 0.0311758 | Time: 1946.16 ms [2020-12-20 00:13:43 main:574] : INFO : Epoch 692 | loss: 0.0311445 | val_loss: 0.0311734 | Time: 1991.63 ms [2020-12-20 00:13:45 main:574] : INFO : Epoch 693 | loss: 0.0311446 | val_loss: 0.0311777 | Time: 1994.65 ms [2020-12-20 00:13:47 main:574] : INFO : Epoch 694 | loss: 0.0311439 | val_loss: 0.0311805 | Time: 1997.65 ms [2020-12-20 00:13:49 main:574] : INFO : Epoch 695 | loss: 0.0311434 | val_loss: 0.0311786 | Time: 2041.92 ms [2020-12-20 00:13:51 main:574] : INFO : Epoch 696 | loss: 0.0311437 | val_loss: 0.0311773 | Time: 2139.41 ms [2020-12-20 00:13:54 main:574] : INFO : Epoch 697 | loss: 0.0311414 | val_loss: 0.0311782 | Time: 2394.3 ms [2020-12-20 00:13:56 main:574] : INFO : Epoch 698 | loss: 0.0311415 | val_loss: 0.0311841 | Time: 2324.6 ms [2020-12-20 00:13:58 main:574] : INFO : Epoch 699 | loss: 0.0311418 | val_loss: 0.0311761 | Time: 2406.71 ms [2020-12-20 00:14:01 main:574] : INFO : Epoch 700 | loss: 0.0311417 | val_loss: 0.0311804 | Time: 2231.01 ms [2020-12-20 00:14:03 main:574] : INFO : Epoch 701 | loss: 0.0311407 | val_loss: 0.0311775 | Time: 1983.02 ms [2020-12-20 00:14:05 main:574] : INFO : Epoch 702 | loss: 0.0311415 | val_loss: 0.0311746 | Time: 1991.74 ms [2020-12-20 00:14:07 main:574] : INFO : Epoch 703 | loss: 0.0311414 | val_loss: 0.0311774 | Time: 2015.55 ms [2020-12-20 00:14:09 main:574] : INFO : Epoch 704 | loss: 0.0311424 | val_loss: 0.031174 | Time: 1988.93 ms [2020-12-20 00:14:11 main:574] : INFO : Epoch 705 | loss: 0.0311449 | val_loss: 0.0311795 | Time: 2061.35 ms [2020-12-20 00:14:13 main:574] : INFO : Epoch 706 | loss: 0.0311481 | val_loss: 0.0311845 | Time: 2196.69 ms [2020-12-20 00:14:15 main:574] : INFO : Epoch 707 | loss: 0.0311505 | val_loss: 0.0311781 | Time: 2039.37 ms [2020-12-20 00:14:17 main:574] : INFO : Epoch 708 | loss: 0.0311459 | val_loss: 0.0311755 | Time: 2058.76 ms [2020-12-20 00:14:19 main:574] : INFO : Epoch 709 | loss: 0.0311462 | val_loss: 0.0311765 | Time: 2085.89 ms [2020-12-20 00:14:21 main:574] : INFO : Epoch 710 | loss: 0.0311441 | val_loss: 0.0311749 | Time: 2023.08 ms [2020-12-20 00:14:23 main:574] : INFO : Epoch 711 | loss: 0.0311425 | val_loss: 0.031176 | Time: 1997.54 ms [2020-12-20 00:14:25 main:574] : INFO : Epoch 712 | loss: 0.0311407 | val_loss: 0.0311804 | Time: 2099.27 ms [2020-12-20 00:14:27 main:574] : INFO : Epoch 713 | loss: 0.0311421 | val_loss: 0.0311784 | Time: 1968.62 ms [2020-12-20 00:14:29 main:574] : INFO : Epoch 714 | loss: 0.0311413 | val_loss: 0.03118 | Time: 1959.22 ms [2020-12-20 00:14:31 main:574] : INFO : Epoch 715 | loss: 0.0311444 | val_loss: 0.0311794 | Time: 2047.95 ms [2020-12-20 00:14:34 main:574] : INFO : Epoch 716 | loss: 0.0311432 | val_loss: 0.031178 | Time: 2028.84 ms [2020-12-20 00:14:36 main:574] : INFO : Epoch 717 | loss: 0.0311446 | val_loss: 0.0311819 | Time: 2253.24 ms [2020-12-20 00:14:38 main:574] : INFO : Epoch 718 | loss: 0.0311407 | val_loss: 0.0311758 | Time: 2090.4 ms [2020-12-20 00:14:40 main:574] : INFO : Epoch 719 | loss: 0.0311433 | val_loss: 0.0311728 | Time: 2034.59 ms [2020-12-20 00:14:42 main:574] : INFO : Epoch 720 | loss: 0.0311414 | val_loss: 0.0311845 | Time: 2030.34 ms [2020-12-20 00:14:44 main:574] : INFO : Epoch 721 | loss: 0.0311422 | val_loss: 0.0311834 | Time: 2063.22 ms [2020-12-20 00:14:46 main:574] : INFO : Epoch 722 | loss: 0.031142 | val_loss: 0.0311757 | Time: 2111 ms [2020-12-20 00:14:48 main:574] : INFO : Epoch 723 | loss: 0.0311407 | val_loss: 0.031178 | Time: 2179.6 ms [2020-12-20 00:14:51 main:574] : INFO : Epoch 724 | loss: 0.03114 | val_loss: 0.031177 | Time: 2164.29 ms [2020-12-20 00:14:53 main:574] : INFO : Epoch 725 | loss: 0.0311382 | val_loss: 0.0311767 | Time: 2280.14 ms [2020-12-20 00:14:55 main:574] : INFO : Epoch 726 | loss: 0.031138 | val_loss: 0.0311787 | Time: 2085.23 ms [2020-12-20 00:14:57 main:574] : INFO : Epoch 727 | loss: 0.0311394 | val_loss: 0.031177 | Time: 2095.83 ms [2020-12-20 00:14:59 main:574] : INFO : Epoch 728 | loss: 0.0311426 | val_loss: 0.0311791 | Time: 2144.15 ms [2020-12-20 00:15:01 main:574] : INFO : Epoch 729 | loss: 0.0311402 | val_loss: 0.0311806 | Time: 2094.29 ms [2020-12-20 00:15:04 main:574] : INFO : Epoch 730 | loss: 0.031138 | val_loss: 0.0311781 | Time: 2096.62 ms [2020-12-20 00:15:06 main:574] : INFO : Epoch 731 | loss: 0.0311379 | val_loss: 0.0311762 | Time: 2099.46 ms [2020-12-20 00:15:08 main:574] : INFO : Epoch 732 | loss: 0.0311381 | val_loss: 0.0311782 | Time: 2141.44 ms [2020-12-20 00:15:10 main:574] : INFO : Epoch 733 | loss: 0.0311386 | val_loss: 0.0311755 | Time: 2114.65 ms [2020-12-20 00:15:12 main:574] : INFO : Epoch 734 | loss: 0.0311396 | val_loss: 0.0311744 | Time: 2091.09 ms [2020-12-20 00:15:14 main:574] : INFO : Epoch 735 | loss: 0.0311383 | val_loss: 0.0311759 | Time: 2115.07 ms [2020-12-20 00:15:16 main:574] : INFO : Epoch 736 | loss: 0.0311385 | val_loss: 0.0311751 | Time: 2130.59 ms [2020-12-20 00:15:18 main:574] : INFO : Epoch 737 | loss: 0.0311389 | val_loss: 0.0311748 | Time: 2071.95 ms [2020-12-20 00:15:21 main:574] : INFO : Epoch 738 | loss: 0.0311404 | val_loss: 0.031174 | Time: 2098.99 ms [2020-12-20 00:15:23 main:574] : INFO : Epoch 739 | loss: 0.0311435 | val_loss: 0.0311784 | Time: 2316.55 ms [2020-12-20 00:15:25 main:574] : INFO : Epoch 740 | loss: 0.0311501 | val_loss: 0.0311809 | Time: 2147.11 ms [2020-12-20 00:15:27 main:574] : INFO : Epoch 741 | loss: 0.0311522 | val_loss: 0.0311768 | Time: 2074.51 ms [2020-12-20 00:15:29 main:574] : INFO : Epoch 742 | loss: 0.0311481 | val_loss: 0.0311756 | Time: 2025.19 ms [2020-12-20 00:15:31 main:574] : INFO : Epoch 743 | loss: 0.0311452 | val_loss: 0.031174 | Time: 2031.71 ms [2020-12-20 00:15:33 main:574] : INFO : Epoch 744 | loss: 0.0311485 | val_loss: 0.0311744 | Time: 2049.45 ms [2020-12-20 00:15:35 main:574] : INFO : Epoch 745 | loss: 0.0311507 | val_loss: 0.0311773 | Time: 2033.5 ms [2020-12-20 00:15:37 main:574] : INFO : Epoch 746 | loss: 0.0311501 | val_loss: 0.0311707 | Time: 2056.54 ms [2020-12-20 00:15:40 main:574] : INFO : Epoch 747 | loss: 0.031146 | val_loss: 0.0311724 | Time: 2140.94 ms [2020-12-20 00:15:42 main:574] : INFO : Epoch 748 | loss: 0.0311441 | val_loss: 0.0311733 | Time: 2043.57 ms [2020-12-20 00:15:44 main:574] : INFO : Epoch 749 | loss: 0.031145 | val_loss: 0.0311803 | Time: 2045.07 ms [2020-12-20 00:15:46 main:574] : INFO : Epoch 750 | loss: 0.0311494 | val_loss: 0.0311841 | Time: 2044.79 ms [2020-12-20 00:15:48 main:574] : INFO : Epoch 751 | loss: 0.0311475 | val_loss: 0.0311758 | Time: 2047.69 ms [2020-12-20 00:15:50 main:574] : INFO : Epoch 752 | loss: 0.0311434 | val_loss: 0.0311734 | Time: 2030.73 ms [2020-12-20 00:15:52 main:574] : INFO : Epoch 753 | loss: 0.0311431 | val_loss: 0.0311746 | Time: 2016.53 ms [2020-12-20 00:15:54 main:574] : INFO : Epoch 754 | loss: 0.0311426 | val_loss: 0.031174 | Time: 2066.16 ms [2020-12-20 00:15:56 main:574] : INFO : Epoch 755 | loss: 0.0311424 | val_loss: 0.0311732 | Time: 2059.01 ms [2020-12-20 00:15:58 main:574] : INFO : Epoch 756 | loss: 0.0311436 | val_loss: 0.0311764 | Time: 2045.16 ms [2020-12-20 00:16:00 main:574] : INFO : Epoch 757 | loss: 0.0311469 | val_loss: 0.0311711 | Time: 2028.34 ms [2020-12-20 00:16:02 main:574] : INFO : Epoch 758 | loss: 0.0311463 | val_loss: 0.0311711 | Time: 2055.75 ms [2020-12-20 00:16:04 main:574] : INFO : Epoch 759 | loss: 0.0311445 | val_loss: 0.0311715 | Time: 2027.77 ms [2020-12-20 00:16:06 main:574] : INFO : Epoch 760 | loss: 0.0311436 | val_loss: 0.0311771 | Time: 2045.02 ms [2020-12-20 00:16:08 main:574] : INFO : Epoch 761 | loss: 0.0311431 | val_loss: 0.0311763 | Time: 2061.37 ms [2020-12-20 00:16:11 main:574] : INFO : Epoch 762 | loss: 0.0311421 | val_loss: 0.0311742 | Time: 2048.35 ms [2020-12-20 00:16:13 main:574] : INFO : Epoch 763 | loss: 0.0311426 | val_loss: 0.0311795 | Time: 1987.58 ms [2020-12-20 00:16:15 main:574] : INFO : Epoch 764 | loss: 0.0311561 | val_loss: 0.0311728 | Time: 2094.77 ms [2020-12-20 00:16:17 main:574] : INFO : Epoch 765 | loss: 0.0311572 | val_loss: 0.031173 | Time: 2031.43 ms [2020-12-20 00:16:19 main:574] : INFO : Epoch 766 | loss: 0.0311534 | val_loss: 0.031171 | Time: 2011.66 ms [2020-12-20 00:16:21 main:574] : INFO : Epoch 767 | loss: 0.0311516 | val_loss: 0.0311705 | Time: 2026.83 ms [2020-12-20 00:16:23 main:574] : INFO : Epoch 768 | loss: 0.0311513 | val_loss: 0.0311717 | Time: 2106.1 ms [2020-12-20 00:16:25 main:574] : INFO : Epoch 769 | loss: 0.0311496 | val_loss: 0.0311677 | Time: 2204.16 ms [2020-12-20 00:16:27 main:574] : INFO : Epoch 770 | loss: 0.0311508 | val_loss: 0.0311702 | Time: 2118.83 ms [2020-12-20 00:16:29 main:574] : INFO : Epoch 771 | loss: 0.0311506 | val_loss: 0.0311753 | Time: 2148.63 ms [2020-12-20 00:16:32 main:574] : INFO : Epoch 772 | loss: 0.0311508 | val_loss: 0.0311736 | Time: 2194.68 ms [2020-12-20 00:16:34 main:574] : INFO : Epoch 773 | loss: 0.0311485 | val_loss: 0.0311709 | Time: 2026.56 ms [2020-12-20 00:16:36 main:574] : INFO : Epoch 774 | loss: 0.0311462 | val_loss: 0.0311691 | Time: 2049.19 ms [2020-12-20 00:16:38 main:574] : INFO : Epoch 775 | loss: 0.0311452 | val_loss: 0.0311718 | Time: 2024.51 ms [2020-12-20 00:16:40 main:574] : INFO : Epoch 776 | loss: 0.0311461 | val_loss: 0.031174 | Time: 2035.51 ms [2020-12-20 00:16:42 main:574] : INFO : Epoch 777 | loss: 0.0311484 | val_loss: 0.0311743 | Time: 2046.53 ms [2020-12-20 00:16:44 main:574] : INFO : Epoch 778 | loss: 0.0311471 | val_loss: 0.0311693 | Time: 2029.68 ms [2020-12-20 00:16:46 main:574] : INFO : Epoch 779 | loss: 0.0311458 | val_loss: 0.0311706 | Time: 2041.41 ms [2020-12-20 00:16:48 main:574] : INFO : Epoch 780 | loss: 0.0311462 | val_loss: 0.0311697 | Time: 2058.33 ms [2020-12-20 00:16:50 main:574] : INFO : Epoch 781 | loss: 0.0311457 | val_loss: 0.0311711 | Time: 2046.26 ms [2020-12-20 00:16:52 main:574] : INFO : Epoch 782 | loss: 0.031146 | val_loss: 0.0311758 | Time: 1990.31 ms [2020-12-20 00:16:54 main:574] : INFO : Epoch 783 | loss: 0.0311439 | val_loss: 0.0311712 | Time: 2035.73 ms [2020-12-20 00:16:56 main:574] : INFO : Epoch 784 | loss: 0.0311421 | val_loss: 0.0311728 | Time: 2059.11 ms [2020-12-20 00:16:58 main:574] : INFO : Epoch 785 | loss: 0.0311417 | val_loss: 0.0311723 | Time: 2020.48 ms [2020-12-20 00:17:00 main:574] : INFO : Epoch 786 | loss: 0.0311439 | val_loss: 0.0311701 | Time: 2021.76 ms [2020-12-20 00:17:02 main:574] : INFO : Epoch 787 | loss: 0.0311436 | val_loss: 0.0311724 | Time: 2020.35 ms [2020-12-20 00:17:05 main:574] : INFO : Epoch 788 | loss: 0.0311419 | val_loss: 0.0311761 | Time: 2071.5 ms [2020-12-20 00:17:07 main:574] : INFO : Epoch 789 | loss: 0.031141 | val_loss: 0.0311708 | Time: 2031.04 ms [2020-12-20 00:17:09 main:574] : INFO : Epoch 790 | loss: 0.0311412 | val_loss: 0.0311711 | Time: 2067.96 ms [2020-12-20 00:17:11 main:574] : INFO : Epoch 791 | loss: 0.0311402 | val_loss: 0.0311735 | Time: 2049.3 ms [2020-12-20 00:17:13 main:574] : INFO : Epoch 792 | loss: 0.0311406 | val_loss: 0.0311713 | Time: 2007.12 ms [2020-12-20 00:17:15 main:574] : INFO : Epoch 793 | loss: 0.0311402 | val_loss: 0.0311707 | Time: 2030.86 ms [2020-12-20 00:17:17 main:574] : INFO : Epoch 794 | loss: 0.0311498 | val_loss: 0.0311691 | Time: 2103.65 ms [2020-12-20 00:17:19 main:574] : INFO : Epoch 795 | loss: 0.031152 | val_loss: 0.0311682 | Time: 2098.68 ms [2020-12-20 00:17:21 main:574] : INFO : Epoch 796 | loss: 0.0311524 | val_loss: 0.0311713 | Time: 2088.86 ms [2020-12-20 00:17:23 main:574] : INFO : Epoch 797 | loss: 0.031151 | val_loss: 0.0311728 | Time: 2024.53 ms [2020-12-20 00:17:25 main:574] : INFO : Epoch 798 | loss: 0.0311485 | val_loss: 0.0311708 | Time: 2028.96 ms [2020-12-20 00:17:27 main:574] : INFO : Epoch 799 | loss: 0.031147 | val_loss: 0.0311683 | Time: 2032.46 ms [2020-12-20 00:17:29 main:574] : INFO : Epoch 800 | loss: 0.0311468 | val_loss: 0.0311695 | Time: 2032.95 ms [2020-12-20 00:17:31 main:574] : INFO : Epoch 801 | loss: 0.0311473 | val_loss: 0.0311742 | Time: 2049.92 ms [2020-12-20 00:17:34 main:574] : INFO : Epoch 802 | loss: 0.0311497 | val_loss: 0.0311753 | Time: 2101.59 ms [2020-12-20 00:17:36 main:574] : INFO : Epoch 803 | loss: 0.0311491 | val_loss: 0.0311726 | Time: 2109.03 ms [2020-12-20 00:17:38 main:574] : INFO : Epoch 804 | loss: 0.0311453 | val_loss: 0.0311692 | Time: 2089.37 ms [2020-12-20 00:17:40 main:574] : INFO : Epoch 805 | loss: 0.0311465 | val_loss: 0.0311776 | Time: 2040.34 ms [2020-12-20 00:17:42 main:574] : INFO : Epoch 806 | loss: 0.0311458 | val_loss: 0.0311729 | Time: 2035.91 ms [2020-12-20 00:17:44 main:574] : INFO : Epoch 807 | loss: 0.0311486 | val_loss: 0.0311755 | Time: 2045.63 ms [2020-12-20 00:17:46 main:574] : INFO : Epoch 808 | loss: 0.0311473 | val_loss: 0.031169 | Time: 2071.27 ms [2020-12-20 00:17:48 main:574] : INFO : Epoch 809 | loss: 0.0311462 | val_loss: 0.0311693 | Time: 2033.47 ms [2020-12-20 00:17:50 main:574] : INFO : Epoch 810 | loss: 0.0311464 | val_loss: 0.0311725 | Time: 2028.83 ms [2020-12-20 00:17:52 main:574] : INFO : Epoch 811 | loss: 0.0311464 | val_loss: 0.0311758 | Time: 2006.06 ms [2020-12-20 00:17:54 main:574] : INFO : Epoch 812 | loss: 0.031142 | val_loss: 0.0311661 | Time: 2031.18 ms [2020-12-20 00:17:56 main:574] : INFO : Epoch 813 | loss: 0.0311439 | val_loss: 0.0311675 | Time: 2029.02 ms [2020-12-20 00:17:58 main:574] : INFO : Epoch 814 | loss: 0.0311417 | val_loss: 0.0311681 | Time: 2036.86 ms [2020-12-20 00:18:00 main:574] : INFO : Epoch 815 | loss: 0.0311459 | val_loss: 0.0311695 | Time: 2072.8 ms [2020-12-20 00:18:02 main:574] : INFO : Epoch 816 | loss: 0.0311448 | val_loss: 0.0311723 | Time: 2022.61 ms [2020-12-20 00:18:04 main:574] : INFO : Epoch 817 | loss: 0.0311416 | val_loss: 0.0311726 | Time: 2031.85 ms [2020-12-20 00:18:07 main:574] : INFO : Epoch 818 | loss: 0.0311408 | val_loss: 0.0311675 | Time: 2032.41 ms [2020-12-20 00:18:09 main:574] : INFO : Epoch 819 | loss: 0.031141 | val_loss: 0.0311687 | Time: 2029.67 ms [2020-12-20 00:18:11 main:574] : INFO : Epoch 820 | loss: 0.0311422 | val_loss: 0.0311677 | Time: 2073.94 ms [2020-12-20 00:18:13 main:574] : INFO : Epoch 821 | loss: 0.0311483 | val_loss: 0.0311695 | Time: 1988.94 ms [2020-12-20 00:18:15 main:574] : INFO : Epoch 822 | loss: 0.031146 | val_loss: 0.0311696 | Time: 2039.72 ms [2020-12-20 00:18:17 main:574] : INFO : Epoch 823 | loss: 0.0311485 | val_loss: 0.0311701 | Time: 2019.6 ms [2020-12-20 00:18:19 main:574] : INFO : Epoch 824 | loss: 0.0311451 | val_loss: 0.0311718 | Time: 2024.2 ms [2020-12-20 00:18:21 main:574] : INFO : Epoch 825 | loss: 0.031147 | val_loss: 0.0311664 | Time: 2057.16 ms [2020-12-20 00:18:23 main:574] : INFO : Epoch 826 | loss: 0.0311502 | val_loss: 0.0311702 | Time: 2050.29 ms [2020-12-20 00:18:25 main:574] : INFO : Epoch 827 | loss: 0.0311498 | val_loss: 0.0311672 | Time: 2042.04 ms [2020-12-20 00:18:27 main:574] : INFO : Epoch 828 | loss: 0.0311483 | val_loss: 0.031167 | Time: 2021.33 ms [2020-12-20 00:18:29 main:574] : INFO : Epoch 829 | loss: 0.0311488 | val_loss: 0.0311721 | Time: 2015.93 ms [2020-12-20 00:18:31 main:574] : INFO : Epoch 830 | loss: 0.031148 | val_loss: 0.0311671 | Time: 2027.8 ms [2020-12-20 00:18:33 main:574] : INFO : Epoch 831 | loss: 0.0311454 | val_loss: 0.0311682 | Time: 2036.9 ms [2020-12-20 00:18:35 main:574] : INFO : Epoch 832 | loss: 0.0311449 | val_loss: 0.0311708 | Time: 2058.22 ms [2020-12-20 00:18:37 main:574] : INFO : Epoch 833 | loss: 0.0311468 | val_loss: 0.0311697 | Time: 2066.89 ms [2020-12-20 00:18:40 main:574] : INFO : Epoch 834 | loss: 0.031145 | val_loss: 0.0311707 | Time: 2117.49 ms [2020-12-20 00:18:42 main:574] : INFO : Epoch 835 | loss: 0.0311421 | val_loss: 0.03117 | Time: 2118 ms [2020-12-20 00:18:44 main:574] : INFO : Epoch 836 | loss: 0.0311424 | val_loss: 0.0311689 | Time: 2042.35 ms [2020-12-20 00:18:46 main:574] : INFO : Epoch 837 | loss: 0.0311433 | val_loss: 0.0311711 | Time: 2059.61 ms [2020-12-20 00:18:48 main:574] : INFO : Epoch 838 | loss: 0.0311444 | val_loss: 0.0311674 | Time: 2032.88 ms [2020-12-20 00:18:50 main:574] : INFO : Epoch 839 | loss: 0.0311421 | val_loss: 0.0311695 | Time: 2212.62 ms [2020-12-20 00:18:52 main:574] : INFO : Epoch 840 | loss: 0.0311422 | val_loss: 0.0311709 | Time: 2121.71 ms [2020-12-20 00:18:54 main:574] : INFO : Epoch 841 | loss: 0.0311428 | val_loss: 0.0311678 | Time: 2118.86 ms [2020-12-20 00:18:57 main:574] : INFO : Epoch 842 | loss: 0.031142 | val_loss: 0.0311708 | Time: 2152.03 ms [2020-12-20 00:18:59 main:574] : INFO : Epoch 843 | loss: 0.0311457 | val_loss: 0.0311736 | Time: 2044.71 ms [2020-12-20 00:19:01 main:574] : INFO : Epoch 844 | loss: 0.0311431 | val_loss: 0.0311717 | Time: 2131.63 ms [2020-12-20 00:19:03 main:574] : INFO : Epoch 845 | loss: 0.0311423 | val_loss: 0.0311716 | Time: 2053.53 ms [2020-12-20 00:19:05 main:574] : INFO : Epoch 846 | loss: 0.0311411 | val_loss: 0.0311712 | Time: 2032.81 ms [2020-12-20 00:19:07 main:574] : INFO : Epoch 847 | loss: 0.0311675 | val_loss: 0.0311738 | Time: 2045.66 ms [2020-12-20 00:19:09 main:574] : INFO : Epoch 848 | loss: 0.0311662 | val_loss: 0.0311681 | Time: 2044.14 ms [2020-12-20 00:19:11 main:574] : INFO : Epoch 849 | loss: 0.0311617 | val_loss: 0.0311705 | Time: 2009.56 ms [2020-12-20 00:19:13 main:574] : INFO : Epoch 850 | loss: 0.031159 | val_loss: 0.0311672 | Time: 2026.53 ms [2020-12-20 00:19:15 main:574] : INFO : Epoch 851 | loss: 0.0311565 | val_loss: 0.0311695 | Time: 2013.78 ms [2020-12-20 00:19:17 main:574] : INFO : Epoch 852 | loss: 0.0311564 | val_loss: 0.0311676 | Time: 2052.89 ms [2020-12-20 00:19:19 main:574] : INFO : Epoch 853 | loss: 0.0311538 | val_loss: 0.0311684 | Time: 2031.13 ms [2020-12-20 00:19:21 main:574] : INFO : Epoch 854 | loss: 0.0311543 | val_loss: 0.0311697 | Time: 1985.42 ms [2020-12-20 00:19:23 main:574] : INFO : Epoch 855 | loss: 0.0311531 | val_loss: 0.0311677 | Time: 2020.7 ms [2020-12-20 00:19:25 main:574] : INFO : Epoch 856 | loss: 0.0311508 | val_loss: 0.0311696 | Time: 2032.63 ms [2020-12-20 00:19:27 main:574] : INFO : Epoch 857 | loss: 0.0311514 | val_loss: 0.0311681 | Time: 2056.88 ms [2020-12-20 00:19:29 main:574] : INFO : Epoch 858 | loss: 0.0311495 | val_loss: 0.0311681 | Time: 2036.75 ms [2020-12-20 00:19:31 main:574] : INFO : Epoch 859 | loss: 0.0311498 | val_loss: 0.0311672 | Time: 2002.79 ms [2020-12-20 00:19:34 main:574] : INFO : Epoch 860 | loss: 0.0311471 | val_loss: 0.03117 | Time: 2037.45 ms [2020-12-20 00:19:36 main:574] : INFO : Epoch 861 | loss: 0.0311476 | val_loss: 0.0311699 | Time: 2013.76 ms [2020-12-20 00:19:38 main:574] : INFO : Epoch 862 | loss: 0.0311474 | val_loss: 0.0311669 | Time: 2025.19 ms [2020-12-20 00:19:40 main:574] : INFO : Epoch 863 | loss: 0.0311458 | val_loss: 0.0311663 | Time: 2010.52 ms [2020-12-20 00:19:42 main:574] : INFO : Epoch 864 | loss: 0.0311486 | val_loss: 0.0311683 | Time: 2051.76 ms [2020-12-20 00:19:44 main:574] : INFO : Epoch 865 | loss: 0.0311458 | val_loss: 0.0311673 | Time: 2008.26 ms [2020-12-20 00:19:46 main:574] : INFO : Epoch 866 | loss: 0.0311467 | val_loss: 0.0311677 | Time: 2205.6 ms [2020-12-20 00:19:48 main:574] : INFO : Epoch 867 | loss: 0.0311455 | val_loss: 0.0311668 | Time: 2121.43 ms [2020-12-20 00:19:50 main:574] : INFO : Epoch 868 | loss: 0.0311455 | val_loss: 0.0311658 | Time: 2103.9 ms [2020-12-20 00:19:52 main:574] : INFO : Epoch 869 | loss: 0.0311446 | val_loss: 0.0311688 | Time: 2066.41 ms [2020-12-20 00:19:54 main:574] : INFO : Epoch 870 | loss: 0.0311462 | val_loss: 0.0311721 | Time: 2033.98 ms [2020-12-20 00:19:56 main:574] : INFO : Epoch 871 | loss: 0.0311426 | val_loss: 0.031168 | Time: 2053.4 ms [2020-12-20 00:19:58 main:574] : INFO : Epoch 872 | loss: 0.0311447 | val_loss: 0.0311708 | Time: 2025.26 ms [2020-12-20 00:20:01 main:574] : INFO : Epoch 873 | loss: 0.0311438 | val_loss: 0.0311675 | Time: 2022.34 ms [2020-12-20 00:20:03 main:574] : INFO : Epoch 874 | loss: 0.0311435 | val_loss: 0.0311664 | Time: 2033.12 ms [2020-12-20 00:20:05 main:574] : INFO : Epoch 875 | loss: 0.0311424 | val_loss: 0.031169 | Time: 1996.05 ms [2020-12-20 00:20:07 main:574] : INFO : Epoch 876 | loss: 0.0311419 | val_loss: 0.0311675 | Time: 2035.03 ms [2020-12-20 00:20:09 main:574] : INFO : Epoch 877 | loss: 0.0311428 | val_loss: 0.03117 | Time: 1988 ms [2020-12-20 00:20:11 main:574] : INFO : Epoch 878 | loss: 0.0311431 | val_loss: 0.0311683 | Time: 2046.52 ms [2020-12-20 00:20:13 main:574] : INFO : Epoch 879 | loss: 0.031142 | val_loss: 0.0311688 | Time: 2003.37 ms [2020-12-20 00:20:15 main:574] : INFO : Epoch 880 | loss: 0.0311434 | val_loss: 0.0311704 | Time: 1999.39 ms [2020-12-20 00:20:17 main:574] : INFO : Epoch 881 | loss: 0.0311414 | val_loss: 0.0311683 | Time: 2017.97 ms [2020-12-20 00:20:19 main:574] : INFO : Epoch 882 | loss: 0.0311412 | val_loss: 0.0311707 | Time: 2036.2 ms [2020-12-20 00:20:21 main:574] : INFO : Epoch 883 | loss: 0.0311451 | val_loss: 0.0311722 | Time: 2023.62 ms [2020-12-20 00:20:23 main:574] : INFO : Epoch 884 | loss: 0.0311468 | val_loss: 0.0311683 | Time: 2024.07 ms [2020-12-20 00:20:25 main:574] : INFO : Epoch 885 | loss: 0.0311464 | val_loss: 0.0311686 | Time: 2036.72 ms [2020-12-20 00:20:27 main:574] : INFO : Epoch 886 | loss: 0.0311458 | val_loss: 0.0311665 | Time: 2029.01 ms [2020-12-20 00:20:29 main:574] : INFO : Epoch 887 | loss: 0.0311443 | val_loss: 0.0311676 | Time: 2024.08 ms [2020-12-20 00:20:31 main:574] : INFO : Epoch 888 | loss: 0.0311439 | val_loss: 0.0311704 | Time: 2021.37 ms [2020-12-20 00:20:33 main:574] : INFO : Epoch 889 | loss: 0.0311443 | val_loss: 0.0311668 | Time: 2002.71 ms [2020-12-20 00:20:35 main:574] : INFO : Epoch 890 | loss: 0.0311436 | val_loss: 0.0311687 | Time: 2053.71 ms [2020-12-20 00:20:37 main:574] : INFO : Epoch 891 | loss: 0.0311453 | val_loss: 0.0311724 | Time: 2091.61 ms [2020-12-20 00:20:40 main:574] : INFO : Epoch 892 | loss: 0.0311429 | val_loss: 0.0311703 | Time: 2201.25 ms [2020-12-20 00:20:42 main:574] : INFO : Epoch 893 | loss: 0.031142 | val_loss: 0.0311681 | Time: 2218.09 ms [2020-12-20 00:20:44 main:574] : INFO : Epoch 894 | loss: 0.031143 | val_loss: 0.0311708 | Time: 2447.08 ms [2020-12-20 00:20:47 main:574] : INFO : Epoch 895 | loss: 0.0311451 | val_loss: 0.0311661 | Time: 2276.08 ms [2020-12-20 00:20:49 main:574] : INFO : Epoch 896 | loss: 0.0311435 | val_loss: 0.0311666 | Time: 2089.44 ms [2020-12-20 00:20:51 main:574] : INFO : Epoch 897 | loss: 0.0311444 | val_loss: 0.0311649 | Time: 2419.44 ms [2020-12-20 00:20:53 main:574] : INFO : Epoch 898 | loss: 0.0311449 | val_loss: 0.0311686 | Time: 2200.12 ms [2020-12-20 00:20:56 main:574] : INFO : Epoch 899 | loss: 0.0311509 | val_loss: 0.0311729 | Time: 2148.38 ms [2020-12-20 00:20:58 main:574] : INFO : Epoch 900 | loss: 0.0311589 | val_loss: 0.0311704 | Time: 2296.34 ms [2020-12-20 00:21:00 main:574] : INFO : Epoch 901 | loss: 0.0311592 | val_loss: 0.0311658 | Time: 2358.1 ms [2020-12-20 00:21:02 main:574] : INFO : Epoch 902 | loss: 0.0311621 | val_loss: 0.031175 | Time: 2031.35 ms [2020-12-20 00:21:04 main:574] : INFO : Epoch 903 | loss: 0.031173 | val_loss: 0.031177 | Time: 2015.32 ms [2020-12-20 00:21:06 main:574] : INFO : Epoch 904 | loss: 0.0311738 | val_loss: 0.0311752 | Time: 2017.2 ms [2020-12-20 00:21:08 main:574] : INFO : Epoch 905 | loss: 0.0311721 | val_loss: 0.0311813 | Time: 2012.89 ms [2020-12-20 00:21:10 main:574] : INFO : Epoch 906 | loss: 0.0311714 | val_loss: 0.0311742 | Time: 2019.3 ms [2020-12-20 00:21:12 main:574] : INFO : Epoch 907 | loss: 0.0311684 | val_loss: 0.0311717 | Time: 2020.62 ms [2020-12-20 00:21:15 main:574] : INFO : Epoch 908 | loss: 0.0311674 | val_loss: 0.0311712 | Time: 2066.65 ms [2020-12-20 00:21:16 main:574] : INFO : Epoch 909 | loss: 0.0311668 | val_loss: 0.0311728 | Time: 1960.81 ms [2020-12-20 00:21:19 main:574] : INFO : Epoch 910 | loss: 0.0311655 | val_loss: 0.0311715 | Time: 2002.27 ms [2020-12-20 00:21:20 main:574] : INFO : Epoch 911 | loss: 0.0311655 | val_loss: 0.031173 | Time: 1954.56 ms [2020-12-20 00:21:22 main:574] : INFO : Epoch 912 | loss: 0.0311638 | val_loss: 0.0311693 | Time: 1961.88 ms [2020-12-20 00:21:24 main:574] : INFO : Epoch 913 | loss: 0.0311628 | val_loss: 0.0311703 | Time: 1956.36 ms [2020-12-20 00:21:26 main:574] : INFO : Epoch 914 | loss: 0.0311624 | val_loss: 0.0311748 | Time: 1973.58 ms [2020-12-20 00:21:28 main:574] : INFO : Epoch 915 | loss: 0.0311627 | val_loss: 0.0311699 | Time: 1991.41 ms [2020-12-20 00:21:30 main:574] : INFO : Epoch 916 | loss: 0.0311605 | val_loss: 0.0311711 | Time: 2026.24 ms [2020-12-20 00:21:32 main:574] : INFO : Epoch 917 | loss: 0.0311601 | val_loss: 0.0311693 | Time: 1964.37 ms [2020-12-20 00:21:34 main:574] : INFO : Epoch 918 | loss: 0.031159 | val_loss: 0.0311721 | Time: 1962.2 ms [2020-12-20 00:21:36 main:574] : INFO : Epoch 919 | loss: 0.0311597 | val_loss: 0.0311691 | Time: 1946.35 ms [2020-12-20 00:21:38 main:574] : INFO : Epoch 920 | loss: 0.0311591 | val_loss: 0.0311696 | Time: 1975.75 ms [2020-12-20 00:21:40 main:574] : INFO : Epoch 921 | loss: 0.0311585 | val_loss: 0.0311708 | Time: 1953.96 ms [2020-12-20 00:21:42 main:574] : INFO : Epoch 922 | loss: 0.0311603 | val_loss: 0.0311718 | Time: 1998.94 ms [2020-12-20 00:21:44 main:574] : INFO : Epoch 923 | loss: 0.0311608 | val_loss: 0.0311705 | Time: 1953.88 ms [2020-12-20 00:21:46 main:574] : INFO : Epoch 924 | loss: 0.0311583 | val_loss: 0.0311704 | Time: 1982.75 ms [2020-12-20 00:21:48 main:574] : INFO : Epoch 925 | loss: 0.0311586 | val_loss: 0.03117 | Time: 1987.92 ms [2020-12-20 00:21:50 main:574] : INFO : Epoch 926 | loss: 0.031159 | val_loss: 0.0311707 | Time: 2051.11 ms [2020-12-20 00:21:52 main:574] : INFO : Epoch 927 | loss: 0.0311571 | val_loss: 0.0311702 | Time: 1946.83 ms [2020-12-20 00:21:54 main:574] : INFO : Epoch 928 | loss: 0.0311595 | val_loss: 0.031168 | Time: 1961.09 ms [2020-12-20 00:21:56 main:574] : INFO : Epoch 929 | loss: 0.0311572 | val_loss: 0.0311699 | Time: 1976.14 ms [2020-12-20 00:21:58 main:574] : INFO : Epoch 930 | loss: 0.031158 | val_loss: 0.0311728 | Time: 2049.31 ms [2020-12-20 00:22:00 main:574] : INFO : Epoch 931 | loss: 0.0311612 | val_loss: 0.0311768 | Time: 1993.16 ms [2020-12-20 00:22:03 main:574] : INFO : Epoch 932 | loss: 0.0311652 | val_loss: 0.0311738 | Time: 2007.99 ms [2020-12-20 00:22:04 main:574] : INFO : Epoch 933 | loss: 0.0311632 | val_loss: 0.0311747 | Time: 1939.89 ms [2020-12-20 00:22:06 main:574] : INFO : Epoch 934 | loss: 0.0311594 | val_loss: 0.0311704 | Time: 1933.89 ms [2020-12-20 00:22:08 main:574] : INFO : Epoch 935 | loss: 0.0311581 | val_loss: 0.0311689 | Time: 1974.18 ms [2020-12-20 00:22:10 main:574] : INFO : Epoch 936 | loss: 0.0311563 | val_loss: 0.031169 | Time: 1953.12 ms [2020-12-20 00:22:12 main:574] : INFO : Epoch 937 | loss: 0.0311558 | val_loss: 0.031169 | Time: 1966.34 ms [2020-12-20 00:22:14 main:574] : INFO : Epoch 938 | loss: 0.0311555 | val_loss: 0.0311724 | Time: 1988.11 ms [2020-12-20 00:22:16 main:574] : INFO : Epoch 939 | loss: 0.0311565 | val_loss: 0.0311705 | Time: 1951.77 ms [2020-12-20 00:22:18 main:574] : INFO : Epoch 940 | loss: 0.0311551 | val_loss: 0.0311708 | Time: 1982.52 ms [2020-12-20 00:22:20 main:574] : INFO : Epoch 941 | loss: 0.0311531 | val_loss: 0.0311726 | Time: 1945.21 ms [2020-12-20 00:22:22 main:574] : INFO : Epoch 942 | loss: 0.0311555 | val_loss: 0.0311722 | Time: 1966.8 ms [2020-12-20 00:22:24 main:574] : INFO : Epoch 943 | loss: 0.0311532 | val_loss: 0.0311684 | Time: 2002.48 ms [2020-12-20 00:22:26 main:574] : INFO : Epoch 944 | loss: 0.0311521 | val_loss: 0.0311708 | Time: 1989.75 ms [2020-12-20 00:22:28 main:574] : INFO : Epoch 945 | loss: 0.0311544 | val_loss: 0.0311741 | Time: 1978.66 ms [2020-12-20 00:22:30 main:574] : INFO : Epoch 946 | loss: 0.0311542 | val_loss: 0.0311752 | Time: 1963.52 ms [2020-12-20 00:22:32 main:574] : INFO : Epoch 947 | loss: 0.0311541 | val_loss: 0.0311711 | Time: 1950.47 ms [2020-12-20 00:22:34 main:574] : INFO : Epoch 948 | loss: 0.0311526 | val_loss: 0.0311706 | Time: 1939.16 ms [2020-12-20 00:22:36 main:574] : INFO : Epoch 949 | loss: 0.0311517 | val_loss: 0.0311686 | Time: 1932.32 ms [2020-12-20 00:22:38 main:574] : INFO : Epoch 950 | loss: 0.0311524 | val_loss: 0.031174 | Time: 1965.68 ms [2020-12-20 00:22:40 main:574] : INFO : Epoch 951 | loss: 0.0311531 | val_loss: 0.0311719 | Time: 1942.87 ms [2020-12-20 00:22:42 main:574] : INFO : Epoch 952 | loss: 0.0311534 | val_loss: 0.0311693 | Time: 1993.79 ms [2020-12-20 00:22:44 main:574] : INFO : Epoch 953 | loss: 0.0311556 | val_loss: 0.0311741 | Time: 1970.15 ms [2020-12-20 00:22:46 main:574] : INFO : Epoch 954 | loss: 0.0311532 | val_loss: 0.0311734 | Time: 1969.89 ms [2020-12-20 00:22:48 main:574] : INFO : Epoch 955 | loss: 0.0311526 | val_loss: 0.0311713 | Time: 1926.78 ms [2020-12-20 00:22:50 main:574] : INFO : Epoch 956 | loss: 0.0311553 | val_loss: 0.03117 | Time: 1952.82 ms [2020-12-20 00:22:52 main:574] : INFO : Epoch 957 | loss: 0.0311519 | val_loss: 0.0311714 | Time: 1928.58 ms [2020-12-20 00:22:54 main:574] : INFO : Epoch 958 | loss: 0.0311513 | val_loss: 0.0311706 | Time: 1930.34 ms [2020-12-20 00:22:56 main:574] : INFO : Epoch 959 | loss: 0.0311532 | val_loss: 0.0311734 | Time: 1948.66 ms [2020-12-20 00:22:58 main:574] : INFO : Epoch 960 | loss: 0.0311529 | val_loss: 0.0311698 | Time: 1951.7 ms [2020-12-20 00:23:00 main:574] : INFO : Epoch 961 | loss: 0.0311522 | val_loss: 0.0311677 | Time: 2017.69 ms [2020-12-20 00:23:02 main:574] : INFO : Epoch 962 | loss: 0.0311522 | val_loss: 0.0311697 | Time: 1988.48 ms [2020-12-20 00:23:04 main:574] : INFO : Epoch 963 | loss: 0.031152 | val_loss: 0.0311689 | Time: 2083.26 ms [2020-12-20 00:23:06 main:574] : INFO : Epoch 964 | loss: 0.0311499 | val_loss: 0.0311697 | Time: 2026.79 ms [2020-12-20 00:23:08 main:574] : INFO : Epoch 965 | loss: 0.0311495 | val_loss: 0.0311696 | Time: 2023.81 ms [2020-12-20 00:23:10 main:574] : INFO : Epoch 966 | loss: 0.0311494 | val_loss: 0.0311693 | Time: 1983.22 ms [2020-12-20 00:23:12 main:574] : INFO : Epoch 967 | loss: 0.031149 | val_loss: 0.0311709 | Time: 1960.36 ms [2020-12-20 00:23:14 main:574] : INFO : Epoch 968 | loss: 0.0311514 | val_loss: 0.0311697 | Time: 1981.39 ms [2020-12-20 00:23:16 main:574] : INFO : Epoch 969 | loss: 0.0311536 | val_loss: 0.0311705 | Time: 1929.93 ms [2020-12-20 00:23:18 main:574] : INFO : Epoch 970 | loss: 0.031151 | val_loss: 0.0311754 | Time: 1946.84 ms [2020-12-20 00:23:20 main:574] : INFO : Epoch 971 | loss: 0.0311504 | val_loss: 0.0311703 | Time: 1963.95 ms [2020-12-20 00:23:22 main:574] : INFO : Epoch 972 | loss: 0.0311504 | val_loss: 0.0311693 | Time: 1974.58 ms [2020-12-20 00:23:24 main:574] : INFO : Epoch 973 | loss: 0.031149 | val_loss: 0.0311692 | Time: 1970.76 ms [2020-12-20 00:23:26 main:574] : INFO : Epoch 974 | loss: 0.0311487 | val_loss: 0.0311707 | Time: 1939.97 ms [2020-12-20 00:23:28 main:574] : INFO : Epoch 975 | loss: 0.0311501 | val_loss: 0.0311697 | Time: 1978.93 ms [2020-12-20 00:23:30 main:574] : INFO : Epoch 976 | loss: 0.0311511 | val_loss: 0.0311716 | Time: 1935.42 ms [2020-12-20 00:23:32 main:574] : INFO : Epoch 977 | loss: 0.0311511 | val_loss: 0.0311749 | Time: 1960.18 ms [2020-12-20 00:23:34 main:574] : INFO : Epoch 978 | loss: 0.031154 | val_loss: 0.0311705 | Time: 1945.06 ms [2020-12-20 00:23:36 main:574] : INFO : Epoch 979 | loss: 0.0311496 | val_loss: 0.0311698 | Time: 1976.33 ms [2020-12-20 00:23:38 main:574] : INFO : Epoch 980 | loss: 0.0311482 | val_loss: 0.0311723 | Time: 1986.98 ms [2020-12-20 00:23:40 main:574] : INFO : Epoch 981 | loss: 0.0311477 | val_loss: 0.0311717 | Time: 1974.4 ms [2020-12-20 00:23:42 main:574] : INFO : Epoch 982 | loss: 0.0311498 | val_loss: 0.0311743 | Time: 1991.26 ms [2020-12-20 00:23:44 main:574] : INFO : Epoch 983 | loss: 0.0311509 | val_loss: 0.0311684 | Time: 1998.83 ms [2020-12-20 00:23:46 main:574] : INFO : Epoch 984 | loss: 0.0311498 | val_loss: 0.0311722 | Time: 1943.12 ms [2020-12-20 00:23:48 main:574] : INFO : Epoch 985 | loss: 0.0311481 | val_loss: 0.0311738 | Time: 1976.15 ms [2020-12-20 00:23:50 main:574] : INFO : Epoch 986 | loss: 0.0311475 | val_loss: 0.0311717 | Time: 1952.22 ms [2020-12-20 00:23:52 main:574] : INFO : Epoch 987 | loss: 0.0311478 | val_loss: 0.0311755 | Time: 1959.93 ms [2020-12-20 00:23:54 main:574] : INFO : Epoch 988 | loss: 0.031149 | val_loss: 0.0311747 | Time: 1967.1 ms [2020-12-20 00:23:56 main:574] : INFO : Epoch 989 | loss: 0.0311472 | val_loss: 0.0311724 | Time: 1936.15 ms [2020-12-20 00:23:58 main:574] : INFO : Epoch 990 | loss: 0.0311474 | val_loss: 0.0311704 | Time: 1963.62 ms [2020-12-20 00:24:00 main:574] : INFO : Epoch 991 | loss: 0.0311463 | val_loss: 0.0311738 | Time: 1959.39 ms [2020-12-20 00:24:02 main:574] : INFO : Epoch 992 | loss: 0.0311464 | val_loss: 0.0311719 | Time: 1968.28 ms [2020-12-20 00:24:04 main:574] : INFO : Epoch 993 | loss: 0.0311474 | val_loss: 0.031172 | Time: 1935.67 ms [2020-12-20 00:24:06 main:574] : INFO : Epoch 994 | loss: 0.0311454 | val_loss: 0.0311726 | Time: 1931.85 ms [2020-12-20 00:24:08 main:574] : INFO : Epoch 995 | loss: 0.031146 | val_loss: 0.0311744 | Time: 1965.64 ms [2020-12-20 00:24:10 main:574] : INFO : Epoch 996 | loss: 0.0311528 | val_loss: 0.0311925 | Time: 2044.27 ms [2020-12-20 00:24:12 main:574] : INFO : Epoch 997 | loss: 0.0311523 | val_loss: 0.0311731 | Time: 2059.45 ms [2020-12-20 00:24:14 main:574] : INFO : Epoch 998 | loss: 0.0311516 | val_loss: 0.0311728 | Time: 2014.36 ms [2020-12-20 00:24:16 main:574] : INFO : Epoch 999 | loss: 0.0311521 | val_loss: 0.0311701 | Time: 1928.49 ms [2020-12-20 00:24:18 main:574] : INFO : Epoch 1000 | loss: 0.0311509 | val_loss: 0.0311726 | Time: 1974.5 ms [2020-12-20 00:24:20 main:574] : INFO : Epoch 1001 | loss: 0.0311514 | val_loss: 0.0311698 | Time: 1936.45 ms [2020-12-20 00:24:22 main:574] : INFO : Epoch 1002 | loss: 0.0311488 | val_loss: 0.0311728 | Time: 1965.83 ms [2020-12-20 00:24:24 main:574] : INFO : Epoch 1003 | loss: 0.0311488 | val_loss: 0.0311753 | Time: 1969.48 ms [2020-12-20 00:24:26 main:574] : INFO : Epoch 1004 | loss: 0.0311512 | val_loss: 0.0311702 | Time: 1971.06 ms [2020-12-20 00:24:28 main:574] : INFO : Epoch 1005 | loss: 0.031149 | val_loss: 0.0311698 | Time: 1947.97 ms [2020-12-20 00:24:30 main:574] : INFO : Epoch 1006 | loss: 0.0311458 | val_loss: 0.0311724 | Time: 1992.69 ms [2020-12-20 00:24:32 main:574] : INFO : Epoch 1007 | loss: 0.0311476 | val_loss: 0.0311696 | Time: 1988.27 ms [2020-12-20 00:24:34 main:574] : INFO : Epoch 1008 | loss: 0.0311478 | val_loss: 0.0311718 | Time: 1973.95 ms [2020-12-20 00:24:35 main:574] : INFO : Epoch 1009 | loss: 0.0311474 | val_loss: 0.031176 | Time: 1936.06 ms [2020-12-20 00:24:37 main:574] : INFO : Epoch 1010 | loss: 0.0311484 | val_loss: 0.0311718 | Time: 1961.64 ms [2020-12-20 00:24:39 main:574] : INFO : Epoch 1011 | loss: 0.0311475 | val_loss: 0.0311718 | Time: 1982.56 ms [2020-12-20 00:24:41 main:574] : INFO : Epoch 1012 | loss: 0.0311429 | val_loss: 0.0311741 | Time: 1968.72 ms [2020-12-20 00:24:43 main:574] : INFO : Epoch 1013 | loss: 0.0311456 | val_loss: 0.0311686 | Time: 1960.59 ms [2020-12-20 00:24:45 main:574] : INFO : Epoch 1014 | loss: 0.0311432 | val_loss: 0.0311689 | Time: 1979.42 ms [2020-12-20 00:24:47 main:574] : INFO : Epoch 1015 | loss: 0.0311438 | val_loss: 0.031172 | Time: 1956.36 ms [2020-12-20 00:24:49 main:574] : INFO : Epoch 1016 | loss: 0.0311467 | val_loss: 0.031174 | Time: 1943.44 ms [2020-12-20 00:24:51 main:574] : INFO : Epoch 1017 | loss: 0.0311517 | val_loss: 0.0311792 | Time: 1982.09 ms [2020-12-20 00:24:53 main:574] : INFO : Epoch 1018 | loss: 0.0311589 | val_loss: 0.0311697 | Time: 1934.55 ms [2020-12-20 00:24:55 main:574] : INFO : Epoch 1019 | loss: 0.0311542 | val_loss: 0.0311722 | Time: 1983.08 ms [2020-12-20 00:24:57 main:574] : INFO : Epoch 1020 | loss: 0.0311541 | val_loss: 0.0311735 | Time: 1955.33 ms [2020-12-20 00:24:59 main:574] : INFO : Epoch 1021 | loss: 0.0311525 | val_loss: 0.0311731 | Time: 1931.2 ms [2020-12-20 00:25:01 main:574] : INFO : Epoch 1022 | loss: 0.0311485 | val_loss: 0.0311694 | Time: 1939.69 ms [2020-12-20 00:25:03 main:574] : INFO : Epoch 1023 | loss: 0.0311475 | val_loss: 0.0311741 | Time: 1976.9 ms [2020-12-20 00:25:05 main:574] : INFO : Epoch 1024 | loss: 0.0311541 | val_loss: 0.0312144 | Time: 1955.88 ms [2020-12-20 00:25:05 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312144 [2020-12-20 00:25:05 main:603] : INFO : Saving end state to config to file [2020-12-20 00:25:05 main:608] : INFO : Success, exiting.. 00:25:05 (5904): called boinc_finish(0) </stderr_txt> ]]>
©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)