Task 3323441
| Name | ParityMachine-1606531180-20103-7_1 |
| Workunit | 1568283 |
| Created | 18 Dec 2020, 2:42:57 UTC |
| Sent | 18 Dec 2020, 5:36:53 UTC |
| Report deadline | 25 Dec 2020, 5:36:53 UTC |
| Received | 18 Dec 2020, 23:29:00 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 3745 |
| Run time | 34 min 13 sec |
| CPU time | 33 min 45 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 8,876.52 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.67 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 1355 | val_loss: 0.0311617 | Time: 1961.46 ms [2020-12-18 18:11:50 main:574] : INFO : Epoch 515 | loss: 0.0311362 | val_loss: 0.031161 | Time: 2047.68 ms [2020-12-18 18:11:52 main:574] : INFO : Epoch 516 | loss: 0.0311378 | val_loss: 0.0311607 | Time: 1919.82 ms [2020-12-18 18:11:54 main:574] : INFO : Epoch 517 | loss: 0.0311387 | val_loss: 0.0311632 | Time: 1944.73 ms [2020-12-18 18:11:56 main:574] : INFO : Epoch 518 | loss: 0.031137 | val_loss: 0.0311658 | Time: 1976.5 ms [2020-12-18 18:11:58 main:574] : INFO : Epoch 519 | loss: 0.0311382 | val_loss: 0.0311654 | Time: 2036.77 ms [2020-12-18 18:12:00 main:574] : INFO : Epoch 520 | loss: 0.0311395 | val_loss: 0.0311638 | Time: 1957.56 ms [2020-12-18 18:12:02 main:574] : INFO : Epoch 521 | loss: 0.0311374 | val_loss: 0.0311647 | Time: 1919.54 ms [2020-12-18 18:12:04 main:574] : INFO : Epoch 522 | loss: 0.0311375 | val_loss: 0.0311679 | Time: 1922.69 ms [2020-12-18 18:12:06 main:574] : INFO : Epoch 523 | loss: 0.0311369 | val_loss: 0.0311689 | Time: 1904.92 ms [2020-12-18 18:12:08 main:574] : INFO : Epoch 524 | loss: 0.0311377 | val_loss: 0.0311663 | Time: 1971.9 ms [2020-12-18 18:12:10 main:574] : INFO : Epoch 525 | loss: 0.0311385 | val_loss: 0.0311678 | Time: 2026.74 ms [2020-12-18 18:12:12 main:574] : INFO : Epoch 526 | loss: 0.0311389 | val_loss: 0.0311686 | Time: 1983.47 ms [2020-12-18 18:12:14 main:574] : INFO : Epoch 527 | loss: 0.0311381 | val_loss: 0.031165 | Time: 1947.56 ms [2020-12-18 18:12:16 main:574] : INFO : Epoch 528 | loss: 0.0311383 | val_loss: 0.0311652 | Time: 1980.52 ms [2020-12-18 18:12:18 main:574] : INFO : Epoch 529 | loss: 0.0311382 | val_loss: 0.0311707 | Time: 1957.57 ms [2020-12-18 18:12:20 main:574] : INFO : Epoch 530 | loss: 0.0311366 | val_loss: 0.0311668 | Time: 1966.94 ms [2020-12-18 18:12:22 main:574] : INFO : Epoch 531 | loss: 0.0311371 | val_loss: 0.0311648 | Time: 2025.63 ms [2020-12-18 18:12:24 main:574] : INFO : Epoch 532 | loss: 0.0311365 | val_loss: 0.0311654 | Time: 1914.69 ms [2020-12-18 18:12:26 main:574] : INFO : Epoch 533 | loss: 0.031134 | val_loss: 0.0311641 | Time: 1933.12 ms [2020-12-18 18:12:28 main:574] : INFO : Epoch 534 | loss: 0.0311338 | val_loss: 0.0311647 | Time: 1932.02 ms [2020-12-18 18:12:30 main:574] : INFO : Epoch 535 | loss: 0.031135 | val_loss: 0.0311642 | Time: 1957.4 ms [2020-12-18 18:12:32 main:574] : INFO : Epoch 536 | loss: 0.0311358 | val_loss: 0.031168 | Time: 1899.81 ms [2020-12-18 18:12:34 main:574] : INFO : Epoch 537 | loss: 0.0311349 | val_loss: 0.031164 | Time: 2010.16 ms [2020-12-18 18:12:36 main:574] : INFO : Epoch 538 | loss: 0.0311342 | val_loss: 0.0311649 | Time: 1918.83 ms [2020-12-18 18:12:38 main:574] : INFO : Epoch 539 | loss: 0.0311351 | val_loss: 0.0311671 | Time: 1915.45 ms [2020-12-18 18:12:40 main:574] : INFO : Epoch 540 | loss: 0.0311365 | val_loss: 0.0311688 | Time: 2084.08 ms [2020-12-18 18:12:42 main:574] : INFO : Epoch 541 | loss: 0.0311364 | val_loss: 0.0311673 | Time: 1998.74 ms [2020-12-18 18:12:44 main:574] : INFO : Epoch 542 | loss: 0.0311429 | val_loss: 0.0311659 | Time: 1902.07 ms [2020-12-18 18:12:46 main:574] : INFO : Epoch 543 | loss: 0.0311403 | val_loss: 0.031166 | Time: 1943.51 ms [2020-12-18 18:12:48 main:574] : INFO : Epoch 544 | loss: 0.0311391 | val_loss: 0.0311652 | Time: 2040.59 ms [2020-12-18 18:12:50 main:574] : INFO : Epoch 545 | loss: 0.0311376 | val_loss: 0.0311643 | Time: 1881.55 ms [2020-12-18 18:12:51 main:574] : INFO : Epoch 546 | loss: 0.0311356 | val_loss: 0.0311681 | Time: 1924.28 ms [2020-12-18 18:12:53 main:574] : INFO : Epoch 547 | loss: 0.0311345 | val_loss: 0.0311659 | Time: 1960.66 ms [2020-12-18 18:12:55 main:574] : INFO : Epoch 548 | loss: 0.0311338 | val_loss: 0.0311684 | Time: 1983.93 ms [2020-12-18 18:12:57 main:574] : INFO : Epoch 549 | loss: 0.0311359 | val_loss: 0.031167 | Time: 2023.62 ms [2020-12-18 18:12:59 main:574] : INFO : Epoch 550 | loss: 0.0311389 | val_loss: 0.0311649 | Time: 1967.1 ms [2020-12-18 18:13:01 main:574] : INFO : Epoch 551 | loss: 0.0311387 | val_loss: 0.0311702 | Time: 1898.53 ms [2020-12-18 18:13:03 main:574] : INFO : Epoch 552 | loss: 0.0311407 | val_loss: 0.0311662 | Time: 1982.06 ms [2020-12-18 18:13:05 main:574] : INFO : Epoch 553 | loss: 0.0311399 | val_loss: 0.031161 | Time: 2042.89 ms [2020-12-18 18:13:08 main:574] : INFO : Epoch 554 | loss: 0.0311395 | val_loss: 0.031166 | Time: 2079.58 ms [2020-12-18 18:13:09 main:574] : INFO : Epoch 555 | loss: 0.0311386 | val_loss: 0.0311639 | Time: 1872.79 ms [2020-12-18 18:13:11 main:574] : INFO : Epoch 556 | loss: 0.0311357 | val_loss: 0.031164 | Time: 1943.45 ms [2020-12-18 18:13:13 main:574] : INFO : Epoch 557 | loss: 0.0311352 | val_loss: 0.0311657 | Time: 1967.51 ms [2020-12-18 18:13:16 main:574] : INFO : Epoch 558 | loss: 0.031135 | val_loss: 0.0311649 | Time: 2058.99 ms [2020-12-18 18:13:18 main:574] : INFO : Epoch 559 | loss: 0.0311347 | val_loss: 0.0311642 | Time: 2048.21 ms [2020-12-18 18:13:20 main:574] : INFO : Epoch 560 | loss: 0.0311346 | val_loss: 0.031177 | Time: 1908.3 ms [2020-12-18 18:13:21 main:574] : INFO : Epoch 561 | loss: 0.0311389 | val_loss: 0.0311693 | Time: 1888.84 ms [2020-12-18 18:13:23 main:574] : INFO : Epoch 562 | loss: 0.0311401 | val_loss: 0.0311692 | Time: 1907.56 ms [2020-12-18 18:13:25 main:574] : INFO : Epoch 563 | loss: 0.0311385 | val_loss: 0.0311666 | Time: 1961.29 ms [2020-12-18 18:13:27 main:574] : INFO : Epoch 564 | loss: 0.0311365 | val_loss: 0.0311677 | Time: 1951.74 ms [2020-12-18 18:13:29 main:574] : INFO : Epoch 565 | loss: 0.0311353 | val_loss: 0.0311676 | Time: 2036.14 ms [2020-12-18 18:13:31 main:574] : INFO : Epoch 566 | loss: 0.0311346 | val_loss: 0.0311676 | Time: 1890.67 ms [2020-12-18 18:13:33 main:574] : INFO : Epoch 567 | loss: 0.0311337 | val_loss: 0.0311673 | Time: 2030.83 ms [2020-12-18 18:13:35 main:574] : INFO : Epoch 568 | loss: 0.0311344 | val_loss: 0.0311663 | Time: 1825.31 ms [2020-12-18 18:13:37 main:574] : INFO : Epoch 569 | loss: 0.0311363 | val_loss: 0.0311685 | Time: 1999.97 ms [2020-12-18 18:13:39 main:574] : INFO : Epoch 570 | loss: 0.0311419 | val_loss: 0.0311656 | Time: 1943.9 ms [2020-12-18 18:13:41 main:574] : INFO : Epoch 571 | loss: 0.0311409 | val_loss: 0.0311659 | Time: 1995.91 ms [2020-12-18 18:13:43 main:574] : INFO : Epoch 572 | loss: 0.0311341 | val_loss: 0.0311634 | Time: 1992.81 ms [2020-12-18 18:13:45 main:574] : INFO : Epoch 573 | loss: 0.031134 | val_loss: 0.0311672 | Time: 1913.31 ms [2020-12-18 18:13:47 main:574] : INFO : Epoch 574 | loss: 0.0311345 | val_loss: 0.0311643 | Time: 1976.37 ms [2020-12-18 18:13:49 main:574] : INFO : Epoch 575 | loss: 0.0311357 | val_loss: 0.0311643 | Time: 2071.86 ms [2020-12-18 18:13:51 main:574] : INFO : Epoch 576 | loss: 0.0311346 | val_loss: 0.0311643 | Time: 1974.44 ms [2020-12-18 18:13:53 main:574] : INFO : Epoch 577 | loss: 0.0311352 | val_loss: 0.0311651 | Time: 1896.68 ms [2020-12-18 18:13:55 main:574] : INFO : Epoch 578 | loss: 0.0311367 | val_loss: 0.031164 | Time: 1980.54 ms [2020-12-18 18:13:57 main:574] : INFO : Epoch 579 | loss: 0.0311341 | val_loss: 0.0311632 | Time: 1956.22 ms [2020-12-18 18:13:59 main:574] : INFO : Epoch 580 | loss: 0.0311372 | val_loss: 0.0311728 | Time: 1947.18 ms [2020-12-18 18:14:01 main:574] : INFO : Epoch 581 | loss: 0.0311343 | val_loss: 0.0311649 | Time: 2017.12 ms [2020-12-18 18:14:03 main:574] : INFO : Epoch 582 | loss: 0.0311341 | val_loss: 0.0311643 | Time: 1956.55 ms [2020-12-18 18:14:05 main:574] : INFO : Epoch 583 | loss: 0.0311339 | val_loss: 0.0311625 | Time: 1959.04 ms [2020-12-18 18:14:07 main:574] : INFO : Epoch 584 | loss: 0.0311337 | val_loss: 0.0311636 | Time: 1941.49 ms [2020-12-18 18:14:09 main:574] : INFO : Epoch 585 | loss: 0.031137 | val_loss: 0.0311679 | Time: 1974.66 ms [2020-12-18 18:14:11 main:574] : INFO : Epoch 586 | loss: 0.0311357 | val_loss: 0.0311656 | Time: 1986.4 ms [2020-12-18 18:14:13 main:574] : INFO : Epoch 587 | loss: 0.0311362 | val_loss: 0.0311647 | Time: 2000.58 ms [2020-12-18 18:14:15 main:574] : INFO : Epoch 588 | loss: 0.0311331 | val_loss: 0.0311711 | Time: 1816.58 ms [2020-12-18 18:14:17 main:574] : INFO : Epoch 589 | loss: 0.0311336 | val_loss: 0.0311675 | Time: 2122.25 ms [2020-12-18 18:14:19 main:574] : INFO : Epoch 590 | loss: 0.0311319 | val_loss: 0.0311719 | Time: 2024.82 ms [2020-12-18 18:14:21 main:574] : INFO : Epoch 591 | loss: 0.0311317 | val_loss: 0.0311679 | Time: 1922.62 ms [2020-12-18 18:14:23 main:574] : INFO : Epoch 592 | loss: 0.0311329 | val_loss: 0.031175 | Time: 1925.15 ms [2020-12-18 18:14:25 main:574] : INFO : Epoch 593 | loss: 0.0311345 | val_loss: 0.0311677 | Time: 2048.79 ms [2020-12-18 18:14:27 main:574] : INFO : Epoch 594 | loss: 0.0311354 | val_loss: 0.0311694 | Time: 1948.05 ms [2020-12-18 18:14:29 main:574] : INFO : Epoch 595 | loss: 0.0311354 | val_loss: 0.0311659 | Time: 1999.8 ms [2020-12-18 18:14:31 main:574] : INFO : Epoch 596 | loss: 0.0311346 | val_loss: 0.0311713 | Time: 1912.11 ms [2020-12-18 18:14:33 main:574] : INFO : Epoch 597 | loss: 0.0311367 | val_loss: 0.0311729 | Time: 1974.14 ms [2020-12-18 18:14:35 main:574] : INFO : Epoch 598 | loss: 0.0311398 | val_loss: 0.0311693 | Time: 2076.11 ms [2020-12-18 18:14:37 main:574] : INFO : Epoch 599 | loss: 0.0311341 | val_loss: 0.0311692 | Time: 2029.32 ms [2020-12-18 18:14:39 main:574] : INFO : Epoch 600 | loss: 0.0311339 | val_loss: 0.0311702 | Time: 1884.86 ms [2020-12-18 18:14:41 main:574] : INFO : Epoch 601 | loss: 0.0311349 | val_loss: 0.0311748 | Time: 1931.39 ms [2020-12-18 18:14:43 main:574] : INFO : Epoch 602 | loss: 0.0311343 | val_loss: 0.0311695 | Time: 1969.03 ms [2020-12-18 18:14:45 main:574] : INFO : Epoch 603 | loss: 0.0311319 | val_loss: 0.0311645 | Time: 1932.75 ms [2020-12-18 18:14:47 main:574] : INFO : Epoch 604 | loss: 0.0311305 | val_loss: 0.0311651 | Time: 1959.82 ms [2020-12-18 18:14:49 main:574] : INFO : Epoch 605 | loss: 0.031132 | val_loss: 0.0311702 | Time: 2086.93 ms [2020-12-18 18:14:51 main:574] : INFO : Epoch 606 | loss: 0.0311357 | val_loss: 0.0311731 | Time: 1919.93 ms [2020-12-18 18:14:53 main:574] : INFO : Epoch 607 | loss: 0.0311331 | val_loss: 0.0311701 | Time: 2011.23 ms [2020-12-18 18:14:55 main:574] : INFO : Epoch 608 | loss: 0.0311325 | val_loss: 0.0311717 | Time: 1944.77 ms [2020-12-18 18:14:57 main:574] : INFO : Epoch 609 | loss: 0.0311383 | val_loss: 0.0311667 | Time: 2022.11 ms [2020-12-18 18:14:59 main:574] : INFO : Epoch 610 | loss: 0.031147 | val_loss: 0.0311636 | Time: 1912.24 ms [2020-12-18 18:15:01 main:574] : INFO : Epoch 611 | loss: 0.0311458 | val_loss: 0.0311618 | Time: 1882.01 ms [2020-12-18 18:15:03 main:574] : INFO : Epoch 612 | loss: 0.0311442 | val_loss: 0.0311658 | Time: 2101.11 ms [2020-12-18 18:15:05 main:574] : INFO : Epoch 613 | loss: 0.0311435 | val_loss: 0.0311667 | Time: 2015.29 ms [2020-12-18 18:15:07 main:574] : INFO : Epoch 614 | loss: 0.0311456 | val_loss: 0.031163 | Time: 1953.13 ms [2020-12-18 18:15:09 main:574] : INFO : Epoch 615 | loss: 0.0311427 | val_loss: 0.0311633 | Time: 1967.52 ms [2020-12-18 18:15:11 main:574] : INFO : Epoch 616 | loss: 0.0311385 | val_loss: 0.031162 | Time: 2065.26 ms [2020-12-18 18:15:13 main:574] : INFO : Epoch 617 | loss: 0.0311388 | val_loss: 0.0311641 | Time: 1973.58 ms [2020-12-18 18:15:15 main:574] : INFO : Epoch 618 | loss: 0.0311383 | val_loss: 0.0311642 | Time: 1963.57 ms [2020-12-18 18:15:17 main:574] : INFO : Epoch 619 | loss: 0.0311361 | val_loss: 0.0311656 | Time: 1963.3 ms [2020-12-18 18:15:19 main:574] : INFO : Epoch 620 | loss: 0.0311373 | val_loss: 0.0311685 | Time: 2042.02 ms [2020-12-18 18:15:21 main:574] : INFO : Epoch 621 | loss: 0.0311401 | val_loss: 0.031178 | Time: 1906.16 ms [2020-12-18 18:15:23 main:574] : INFO : Epoch 622 | loss: 0.0311424 | val_loss: 0.0311667 | Time: 2162.71 ms [2020-12-18 18:15:25 main:574] : INFO : Epoch 623 | loss: 0.0311392 | val_loss: 0.0311652 | Time: 1955.37 ms [2020-12-18 18:15:27 main:574] : INFO : Epoch 624 | loss: 0.0311393 | val_loss: 0.0311655 | Time: 1971.83 ms [2020-12-18 18:15:29 main:574] : INFO : Epoch 625 | loss: 0.0311356 | val_loss: 0.0311725 | Time: 1932.7 ms [2020-12-18 18:15:31 main:574] : INFO : Epoch 626 | loss: 0.0311383 | val_loss: 0.031166 | Time: 1993.59 ms [2020-12-18 18:15:33 main:574] : INFO : Epoch 627 | loss: 0.031136 | val_loss: 0.0311635 | Time: 1974.96 ms [2020-12-18 18:15:35 main:574] : INFO : Epoch 628 | loss: 0.0311334 | val_loss: 0.0311658 | Time: 1933.6 ms [2020-12-18 18:15:37 main:574] : INFO : Epoch 629 | loss: 0.0311337 | val_loss: 0.0311651 | Time: 2044 ms [2020-12-18 18:15:39 main:574] : INFO : Epoch 630 | loss: 0.0311322 | val_loss: 0.0311671 | Time: 1974.94 ms [2020-12-18 18:15:41 main:574] : INFO : Epoch 631 | loss: 0.0311342 | val_loss: 0.0311671 | Time: 1942.25 ms [2020-12-18 18:15:43 main:574] : INFO : Epoch 632 | loss: 0.0311344 | val_loss: 0.0311718 | Time: 2128.09 ms [2020-12-18 18:15:45 main:574] : INFO : Epoch 633 | loss: 0.0311332 | val_loss: 0.031168 | Time: 1887.66 ms [2020-12-18 18:15:47 main:574] : INFO : Epoch 634 | loss: 0.0311376 | val_loss: 0.0311684 | Time: 2053.15 ms [2020-12-18 18:15:49 main:574] : INFO : Epoch 635 | loss: 0.0311362 | val_loss: 0.0311674 | Time: 2008.37 ms [2020-12-18 18:15:51 main:574] : INFO : Epoch 636 | loss: 0.0311344 | val_loss: 0.0311672 | Time: 1918.09 ms [2020-12-18 18:15:53 main:574] : INFO : Epoch 637 | loss: 0.0311336 | val_loss: 0.0311647 | Time: 1930.72 ms [2020-12-18 18:15:55 main:574] : INFO : Epoch 638 | loss: 0.0311358 | val_loss: 0.031167 | Time: 1943.92 ms [2020-12-18 18:15:57 main:574] : INFO : Epoch 639 | loss: 0.0311371 | val_loss: 0.0311724 | Time: 2079.69 ms [2020-12-18 18:15:59 main:574] : INFO : Epoch 640 | loss: 0.0311352 | val_loss: 0.0311698 | Time: 1963.58 ms [2020-12-18 18:16:01 main:574] : INFO : Epoch 641 | loss: 0.0311351 | val_loss: 0.0311641 | Time: 1938.38 ms [2020-12-18 18:16:03 main:574] : INFO : Epoch 642 | loss: 0.0311336 | val_loss: 0.0311694 | Time: 2005.77 ms [2020-12-18 18:16:05 main:574] : INFO : Epoch 643 | loss: 0.0311328 | val_loss: 0.0311654 | Time: 1996.57 ms [2020-12-18 18:16:07 main:574] : INFO : Epoch 644 | loss: 0.0311322 | val_loss: 0.031167 | Time: 2031.76 ms [2020-12-18 18:16:09 main:574] : INFO : Epoch 645 | loss: 0.0311323 | val_loss: 0.0311651 | Time: 2012.58 ms [2020-12-18 18:16:11 main:574] : INFO : Epoch 646 | loss: 0.0311344 | val_loss: 0.0311729 | Time: 2073.94 ms [2020-12-18 18:16:13 main:574] : INFO : Epoch 647 | loss: 0.0311467 | val_loss: 0.0311695 | Time: 1966.65 ms [2020-12-18 18:16:15 main:574] : INFO : Epoch 648 | loss: 0.0311562 | val_loss: 0.0311708 | Time: 2041.43 ms [2020-12-18 18:16:17 main:574] : INFO : Epoch 649 | loss: 0.031153 | val_loss: 0.0311721 | Time: 2072.96 ms [2020-12-18 18:16:19 main:574] : INFO : Epoch 650 | loss: 0.031151 | val_loss: 0.0311695 | Time: 1974.92 ms [2020-12-18 18:16:21 main:574] : INFO : Epoch 651 | loss: 0.0311501 | val_loss: 0.0311716 | Time: 2027.09 ms [2020-12-18 18:16:23 main:574] : INFO : Epoch 652 | loss: 0.0311471 | val_loss: 0.0311667 | Time: 2043.42 ms [2020-12-18 18:16:25 main:574] : INFO : Epoch 653 | loss: 0.0311466 | val_loss: 0.031169 | Time: 1869.6 ms [2020-12-18 18:16:27 main:574] : INFO : Epoch 654 | loss: 0.0311468 | val_loss: 0.03117 | Time: 1938.74 ms [2020-12-18 18:16:29 main:574] : INFO : Epoch 655 | loss: 0.0311471 | val_loss: 0.0311674 | Time: 2010.76 ms [2020-12-18 18:16:31 main:574] : INFO : Epoch 656 | loss: 0.0311442 | val_loss: 0.0311668 | Time: 2022.84 ms [2020-12-18 18:16:33 main:574] : INFO : Epoch 657 | loss: 0.0311429 | val_loss: 0.0311683 | Time: 1939.21 ms [2020-12-18 18:16:35 main:574] : INFO : Epoch 658 | loss: 0.0311444 | val_loss: 0.0311766 | Time: 1950.03 ms [2020-12-18 18:16:37 main:574] : INFO : Epoch 659 | loss: 0.0311462 | val_loss: 0.0311681 | Time: 1993.8 ms [2020-12-18 18:16:39 main:574] : INFO : Epoch 660 | loss: 0.0311442 | val_loss: 0.0311705 | Time: 1922.37 ms [2020-12-18 18:16:41 main:574] : INFO : Epoch 661 | loss: 0.0311406 | val_loss: 0.031167 | Time: 1974.63 ms [2020-12-18 18:16:43 main:574] : INFO : Epoch 662 | loss: 0.03114 | val_loss: 0.0311662 | Time: 1890.28 ms [2020-12-18 18:16:45 main:574] : INFO : Epoch 663 | loss: 0.0311414 | val_loss: 0.0311644 | Time: 2060.52 ms [2020-12-18 18:16:47 main:574] : INFO : Epoch 664 | loss: 0.0311419 | val_loss: 0.0311696 | Time: 1950.64 ms [2020-12-18 18:16:49 main:574] : INFO : Epoch 665 | loss: 0.03114 | val_loss: 0.0311685 | Time: 1983.68 ms [2020-12-18 18:16:51 main:574] : INFO : Epoch 666 | loss: 0.0311402 | val_loss: 0.0311677 | Time: 2069.45 ms [2020-12-18 18:16:53 main:574] : INFO : Epoch 667 | loss: 0.0311396 | val_loss: 0.0311689 | Time: 1907.37 ms [2020-12-18 18:16:55 main:574] : INFO : Epoch 668 | loss: 0.0311399 | val_loss: 0.0311672 | Time: 1967.33 ms [2020-12-18 18:16:57 main:574] : INFO : Epoch 669 | loss: 0.0311388 | val_loss: 0.0311698 | Time: 1875.23 ms [2020-12-18 18:16:59 main:574] : INFO : Epoch 670 | loss: 0.0311418 | val_loss: 0.0311652 | Time: 2001.42 ms [2020-12-18 18:17:01 main:574] : INFO : Epoch 671 | loss: 0.0311452 | val_loss: 0.031168 | Time: 1888.4 ms [2020-12-18 18:17:03 main:574] : INFO : Epoch 672 | loss: 0.0311408 | val_loss: 0.0311704 | Time: 2097.48 ms [2020-12-18 18:17:05 main:574] : INFO : Epoch 673 | loss: 0.0311409 | val_loss: 0.0311673 | Time: 1965.79 ms [2020-12-18 18:17:07 main:574] : INFO : Epoch 674 | loss: 0.0311387 | val_loss: 0.0311668 | Time: 2071.37 ms [2020-12-18 18:17:09 main:574] : INFO : Epoch 675 | loss: 0.0311381 | val_loss: 0.0311659 | Time: 2045.21 ms [2020-12-18 18:17:11 main:574] : INFO : Epoch 676 | loss: 0.0311455 | val_loss: 0.0311743 | Time: 1987.24 ms [2020-12-18 18:17:13 main:574] : INFO : Epoch 677 | loss: 0.0311427 | val_loss: 0.0311674 | Time: 1959.35 ms [2020-12-18 18:17:15 main:574] : INFO : Epoch 678 | loss: 0.0311403 | val_loss: 0.031165 | Time: 1955.57 ms [2020-12-18 18:17:17 main:574] : INFO : Epoch 679 | loss: 0.0311398 | val_loss: 0.0311652 | Time: 2099.01 ms [2020-12-18 18:17:20 main:574] : INFO : Epoch 680 | loss: 0.0311391 | val_loss: 0.0311645 | Time: 2033.64 ms [2020-12-18 18:17:22 main:574] : INFO : Epoch 681 | loss: 0.0311393 | val_loss: 0.0311696 | Time: 1964.41 ms [2020-12-18 18:17:24 main:574] : INFO : Epoch 682 | loss: 0.0311414 | val_loss: 0.0311699 | Time: 2003.86 ms [2020-12-18 18:17:25 main:574] : INFO : Epoch 683 | loss: 0.0311423 | val_loss: 0.0311686 | Time: 1921.1 ms [2020-12-18 18:17:27 main:574] : INFO : Epoch 684 | loss: 0.0311382 | val_loss: 0.0311669 | Time: 1997.85 ms [2020-12-18 18:17:30 main:574] : INFO : Epoch 685 | loss: 0.0311401 | val_loss: 0.0311709 | Time: 2010.14 ms [2020-12-18 18:17:31 main:574] : INFO : Epoch 686 | loss: 0.0311388 | val_loss: 0.0311688 | Time: 1899.24 ms [2020-12-18 18:17:33 main:574] : INFO : Epoch 687 | loss: 0.0311409 | val_loss: 0.0311662 | Time: 1979.78 ms [2020-12-18 18:17:36 main:574] : INFO : Epoch 688 | loss: 0.0311452 | val_loss: 0.031165 | Time: 2077.65 ms [2020-12-18 18:17:37 main:574] : INFO : Epoch 689 | loss: 0.0311462 | val_loss: 0.0311617 | Time: 1906.49 ms [2020-12-18 18:17:39 main:574] : INFO : Epoch 690 | loss: 0.0311451 | val_loss: 0.0311618 | Time: 2001.94 ms [2020-12-18 18:17:41 main:574] : INFO : Epoch 691 | loss: 0.0311427 | val_loss: 0.031165 | Time: 1979.97 ms [2020-12-18 18:17:43 main:574] : INFO : Epoch 692 | loss: 0.0311415 | val_loss: 0.0311669 | Time: 1945.91 ms [2020-12-18 18:17:45 main:574] : INFO : Epoch 693 | loss: 0.0311423 | val_loss: 0.0311714 | Time: 1926.91 ms [2020-12-18 18:17:47 main:574] : INFO : Epoch 694 | loss: 0.0311423 | val_loss: 0.0311626 | Time: 1897.36 ms [2020-12-18 18:17:49 main:574] : INFO : Epoch 695 | loss: 0.0311424 | val_loss: 0.0311649 | Time: 1912.99 ms [2020-12-18 18:17:51 main:574] : INFO : Epoch 696 | loss: 0.0311418 | val_loss: 0.0311649 | Time: 1955.41 ms [2020-12-18 18:17:53 main:574] : INFO : Epoch 697 | loss: 0.0311408 | val_loss: 0.0311662 | Time: 1907.44 ms [2020-12-18 18:17:55 main:574] : INFO : Epoch 698 | loss: 0.0311418 | val_loss: 0.0311706 | Time: 2030.5 ms [2020-12-18 18:17:57 main:574] : INFO : Epoch 699 | loss: 0.0311399 | val_loss: 0.0311662 | Time: 1993.96 ms [2020-12-18 18:17:59 main:574] : INFO : Epoch 700 | loss: 0.031139 | val_loss: 0.0311624 | Time: 1942.12 ms [2020-12-18 18:18:01 main:574] : INFO : Epoch 701 | loss: 0.0311383 | val_loss: 0.0311634 | Time: 2012.1 ms [2020-12-18 18:18:03 main:574] : INFO : Epoch 702 | loss: 0.0311399 | val_loss: 0.0311648 | Time: 1819.44 ms [2020-12-18 18:18:05 main:574] : INFO : Epoch 703 | loss: 0.0311415 | val_loss: 0.0311697 | Time: 2089.91 ms [2020-12-18 18:18:07 main:574] : INFO : Epoch 704 | loss: 0.0311401 | val_loss: 0.0311701 | Time: 2022.74 ms [2020-12-18 18:18:09 main:574] : INFO : Epoch 705 | loss: 0.0311385 | val_loss: 0.0311675 | Time: 2001.83 ms [2020-12-18 18:18:11 main:574] : INFO : Epoch 706 | loss: 0.0311415 | val_loss: 0.031178 | Time: 2043.91 ms [2020-12-18 18:18:13 main:574] : INFO : Epoch 707 | loss: 0.0311425 | val_loss: 0.031168 | Time: 2042.53 ms [2020-12-18 18:18:15 main:574] : INFO : Epoch 708 | loss: 0.0311398 | val_loss: 0.0311755 | Time: 1932.83 ms [2020-12-18 18:18:17 main:574] : INFO : Epoch 709 | loss: 0.0311393 | val_loss: 0.0311702 | Time: 2000.22 ms [2020-12-18 18:18:19 main:574] : INFO : Epoch 710 | loss: 0.0311422 | val_loss: 0.0311729 | Time: 1953.63 ms [2020-12-18 18:18:21 main:574] : INFO : Epoch 711 | loss: 0.0311396 | val_loss: 0.0311707 | Time: 2058.13 ms [2020-12-18 18:18:23 main:574] : INFO : Epoch 712 | loss: 0.0311362 | val_loss: 0.0311697 | Time: 1961.3 ms [2020-12-18 18:18:25 main:574] : INFO : Epoch 713 | loss: 0.0311357 | val_loss: 0.0311667 | Time: 1971.93 ms [2020-12-18 18:18:27 main:574] : INFO : Epoch 714 | loss: 0.0311356 | val_loss: 0.0311698 | Time: 1968.38 ms [2020-12-18 18:18:29 main:574] : INFO : Epoch 715 | loss: 0.0311385 | val_loss: 0.0311673 | Time: 1960.02 ms [2020-12-18 18:18:31 main:574] : INFO : Epoch 716 | loss: 0.0311378 | val_loss: 0.0311763 | Time: 2007.82 ms [2020-12-18 18:18:33 main:574] : INFO : Epoch 717 | loss: 0.0311373 | val_loss: 0.0311685 | Time: 1948.96 ms [2020-12-18 18:18:35 main:574] : INFO : Epoch 718 | loss: 0.0311349 | val_loss: 0.0311671 | Time: 2012.01 ms [2020-12-18 18:18:37 main:574] : INFO : Epoch 719 | loss: 0.0311367 | val_loss: 0.0311639 | Time: 1986.09 ms [2020-12-18 18:18:39 main:574] : INFO : Epoch 720 | loss: 0.031136 | val_loss: 0.0311666 | Time: 1918.9 ms [2020-12-18 18:18:41 main:574] : INFO : Epoch 721 | loss: 0.0311356 | val_loss: 0.0311683 | Time: 1909.54 ms [2020-12-18 18:18:43 main:574] : INFO : Epoch 722 | loss: 0.0311392 | val_loss: 0.0311697 | Time: 1973.73 ms [2020-12-18 18:18:45 main:574] : INFO : Epoch 723 | loss: 0.0311356 | val_loss: 0.0311706 | Time: 2053.14 ms [2020-12-18 18:18:47 main:574] : INFO : Epoch 724 | loss: 0.0311342 | val_loss: 0.0311672 | Time: 1843.18 ms [2020-12-18 18:18:49 main:574] : INFO : Epoch 725 | loss: 0.0311333 | val_loss: 0.0311687 | Time: 2040.27 ms [2020-12-18 18:18:51 main:574] : INFO : Epoch 726 | loss: 0.0311347 | val_loss: 0.0311714 | Time: 1946.46 ms [2020-12-18 18:18:53 main:574] : INFO : Epoch 727 | loss: 0.0311342 | val_loss: 0.0311694 | Time: 2009.59 ms [2020-12-18 18:18:55 main:574] : INFO : Epoch 728 | loss: 0.0311345 | val_loss: 0.0311695 | Time: 1995.78 ms [2020-12-18 18:18:57 main:574] : INFO : Epoch 729 | loss: 0.0311338 | val_loss: 0.0311688 | Time: 1986.29 ms [2020-12-18 18:18:59 main:574] : INFO : Epoch 730 | loss: 0.0311339 | val_loss: 0.0311723 | Time: 2009.79 ms [2020-12-18 18:19:01 main:574] : INFO : Epoch 731 | loss: 0.0311349 | val_loss: 0.0311736 | Time: 1863.67 ms [2020-12-18 18:19:03 main:574] : INFO : Epoch 732 | loss: 0.0311346 | val_loss: 0.0311685 | Time: 2048.17 ms [2020-12-18 18:19:05 main:574] : INFO : Epoch 733 | loss: 0.0311329 | val_loss: 0.0311688 | Time: 2014.91 ms [2020-12-18 18:19:07 main:574] : INFO : Epoch 734 | loss: 0.0311354 | val_loss: 0.0311701 | Time: 1995.93 ms [2020-12-18 18:19:09 main:574] : INFO : Epoch 735 | loss: 0.0311352 | val_loss: 0.0311682 | Time: 1941.71 ms [2020-12-18 18:19:11 main:574] : INFO : Epoch 736 | loss: 0.0311344 | val_loss: 0.0311775 | Time: 1929.98 ms [2020-12-18 18:19:13 main:574] : INFO : Epoch 737 | loss: 0.0311357 | val_loss: 0.0311736 | Time: 1934.95 ms [2020-12-18 18:19:15 main:574] : INFO : Epoch 738 | loss: 0.0311371 | val_loss: 0.0311747 | Time: 2043.21 ms [2020-12-18 18:19:17 main:574] : INFO : Epoch 739 | loss: 0.0311364 | val_loss: 0.0311651 | Time: 2034.6 ms [2020-12-18 18:19:19 main:574] : INFO : Epoch 740 | loss: 0.031136 | val_loss: 0.0311703 | Time: 2037.59 ms [2020-12-18 18:19:21 main:574] : INFO : Epoch 741 | loss: 0.0311347 | val_loss: 0.0311692 | Time: 1955.05 ms [2020-12-18 18:19:23 main:574] : INFO : Epoch 742 | loss: 0.0311366 | val_loss: 0.0311688 | Time: 1988.81 ms [2020-12-18 18:19:25 main:574] : INFO : Epoch 743 | loss: 0.0311366 | val_loss: 0.0311701 | Time: 2012.79 ms [2020-12-18 18:19:27 main:574] : INFO : Epoch 744 | loss: 0.0311352 | val_loss: 0.0311743 | Time: 1866.38 ms [2020-12-18 18:19:29 main:574] : INFO : Epoch 745 | loss: 0.0311361 | val_loss: 0.0311693 | Time: 1924.6 ms [2020-12-18 18:19:31 main:574] : INFO : Epoch 746 | loss: 0.0311368 | val_loss: 0.0311753 | Time: 1939.12 ms [2020-12-18 18:19:33 main:574] : INFO : Epoch 747 | loss: 0.0311395 | val_loss: 0.0311685 | Time: 1962.94 ms [2020-12-18 18:19:35 main:574] : INFO : Epoch 748 | loss: 0.031137 | val_loss: 0.0311673 | Time: 1981.63 ms [2020-12-18 18:19:37 main:574] : INFO : Epoch 749 | loss: 0.03114 | val_loss: 0.031166 | Time: 1982.46 ms [2020-12-18 18:19:39 main:574] : INFO : Epoch 750 | loss: 0.0311375 | val_loss: 0.0311694 | Time: 2003.76 ms [2020-12-18 18:19:41 main:574] : INFO : Epoch 751 | loss: 0.0311348 | val_loss: 0.0311696 | Time: 1946.06 ms [2020-12-18 18:19:43 main:574] : INFO : Epoch 752 | loss: 0.0311363 | val_loss: 0.0311718 | Time: 1925.51 ms [2020-12-18 18:19:45 main:574] : INFO : Epoch 753 | loss: 0.0311368 | val_loss: 0.0311751 | Time: 1954.41 ms [2020-12-18 18:19:47 main:574] : INFO : Epoch 754 | loss: 0.0311367 | val_loss: 0.0311689 | Time: 1927.95 ms [2020-12-18 18:19:49 main:574] : INFO : Epoch 755 | loss: 0.0311341 | val_loss: 0.0311681 | Time: 1996.5 ms [2020-12-18 18:19:51 main:574] : INFO : Epoch 756 | loss: 0.0311352 | val_loss: 0.031173 | Time: 1921.45 ms [2020-12-18 18:19:53 main:574] : INFO : Epoch 757 | loss: 0.0311349 | val_loss: 0.0311776 | Time: 1951.51 ms [2020-12-18 18:19:55 main:574] : INFO : Epoch 758 | loss: 0.0311372 | val_loss: 0.0311877 | Time: 1961.32 ms [2020-12-18 18:19:57 main:574] : INFO : Epoch 759 | loss: 0.0311432 | val_loss: 0.0311723 | Time: 1939.19 ms [2020-12-18 18:19:59 main:574] : INFO : Epoch 760 | loss: 0.0311365 | val_loss: 0.0311776 | Time: 1920.21 ms [2020-12-18 18:20:01 main:574] : INFO : Epoch 761 | loss: 0.0311373 | val_loss: 0.0311741 | Time: 2061.26 ms [2020-12-18 18:20:03 main:574] : INFO : Epoch 762 | loss: 0.0311328 | val_loss: 0.0311734 | Time: 1923.18 ms [2020-12-18 18:20:05 main:574] : INFO : Epoch 763 | loss: 0.0311337 | val_loss: 0.0311656 | Time: 1923.49 ms [2020-12-18 18:20:07 main:574] : INFO : Epoch 764 | loss: 0.0311338 | val_loss: 0.0311732 | Time: 1998.02 ms [2020-12-18 18:20:09 main:574] : INFO : Epoch 765 | loss: 0.0311354 | val_loss: 0.0311776 | Time: 2008.99 ms [2020-12-18 18:20:11 main:574] : INFO : Epoch 766 | loss: 0.0311344 | val_loss: 0.031178 | Time: 2001.3 ms [2020-12-18 18:20:13 main:574] : INFO : Epoch 767 | loss: 0.0311321 | val_loss: 0.0311685 | Time: 2025.49 ms [2020-12-18 18:20:15 main:574] : INFO : Epoch 768 | loss: 0.0311326 | val_loss: 0.0311689 | Time: 2006.14 ms [2020-12-18 18:20:17 main:574] : INFO : Epoch 769 | loss: 0.0311366 | val_loss: 0.0311683 | Time: 1951.74 ms [2020-12-18 18:20:19 main:574] : INFO : Epoch 770 | loss: 0.0311359 | val_loss: 0.0311678 | Time: 1995.31 ms [2020-12-18 18:20:21 main:574] : INFO : Epoch 771 | loss: 0.0311349 | val_loss: 0.0311706 | Time: 1919.4 ms [2020-12-18 18:20:23 main:574] : INFO : Epoch 772 | loss: 0.0311397 | val_loss: 0.0311753 | Time: 2081.93 ms [2020-12-18 18:20:25 main:574] : INFO : Epoch 773 | loss: 0.0311411 | val_loss: 0.0311674 | Time: 1980.36 ms [2020-12-18 18:20:27 main:574] : INFO : Epoch 774 | loss: 0.0311345 | val_loss: 0.031172 | Time: 2017.37 ms [2020-12-18 18:20:29 main:574] : INFO : Epoch 775 | loss: 0.0311335 | val_loss: 0.0311722 | Time: 1908.57 ms [2020-12-18 18:20:31 main:574] : INFO : Epoch 776 | loss: 0.0311337 | val_loss: 0.0311693 | Time: 1925.75 ms [2020-12-18 18:20:33 main:574] : INFO : Epoch 777 | loss: 0.0311341 | val_loss: 0.0311723 | Time: 2073.7 ms [2020-12-18 18:20:35 main:574] : INFO : Epoch 778 | loss: 0.0311349 | val_loss: 0.0311655 | Time: 2003.75 ms [2020-12-18 18:20:37 main:574] : INFO : Epoch 779 | loss: 0.031132 | val_loss: 0.0311656 | Time: 1953.2 ms [2020-12-18 18:20:39 main:574] : INFO : Epoch 780 | loss: 0.0311324 | val_loss: 0.0311715 | Time: 2011.12 ms [2020-12-18 18:20:41 main:574] : INFO : Epoch 781 | loss: 0.0311342 | val_loss: 0.0311657 | Time: 2020.12 ms [2020-12-18 18:20:43 main:574] : INFO : Epoch 782 | loss: 0.031132 | val_loss: 0.0311736 | Time: 1984.75 ms [2020-12-18 18:20:45 main:574] : INFO : Epoch 783 | loss: 0.0311333 | val_loss: 0.0311696 | Time: 1950.51 ms [2020-12-18 18:20:47 main:574] : INFO : Epoch 784 | loss: 0.0311317 | val_loss: 0.0311716 | Time: 2047.45 ms [2020-12-18 18:20:49 main:574] : INFO : Epoch 785 | loss: 0.0311308 | val_loss: 0.0311756 | Time: 1967.19 ms [2020-12-18 18:20:51 main:574] : INFO : Epoch 786 | loss: 0.0311333 | val_loss: 0.0311711 | Time: 1904.01 ms [2020-12-18 18:20:53 main:574] : INFO : Epoch 787 | loss: 0.0311353 | val_loss: 0.0311669 | Time: 2078.43 ms [2020-12-18 18:20:55 main:574] : INFO : Epoch 788 | loss: 0.0311347 | val_loss: 0.0311688 | Time: 1927.31 ms [2020-12-18 18:20:57 main:574] : INFO : Epoch 789 | loss: 0.0311316 | val_loss: 0.0311654 | Time: 1989.43 ms [2020-12-18 18:20:59 main:574] : INFO : Epoch 790 | loss: 0.0311343 | val_loss: 0.0311669 | Time: 1881.91 ms [2020-12-18 18:21:01 main:574] : INFO : Epoch 791 | loss: 0.031136 | val_loss: 0.0311641 | Time: 1995.28 ms [2020-12-18 18:21:03 main:574] : INFO : Epoch 792 | loss: 0.0311319 | val_loss: 0.031171 | Time: 1866.59 ms [2020-12-18 18:21:05 main:574] : INFO : Epoch 793 | loss: 0.0311334 | val_loss: 0.0311694 | Time: 1929.75 ms [2020-12-18 18:21:07 main:574] : INFO : Epoch 794 | loss: 0.0311329 | val_loss: 0.0311688 | Time: 1947.53 ms [2020-12-18 18:21:09 main:574] : INFO : Epoch 795 | loss: 0.0311318 | val_loss: 0.0311713 | Time: 1893.82 ms [2020-12-18 18:21:11 main:574] : INFO : Epoch 796 | loss: 0.0311326 | val_loss: 0.0311701 | Time: 2022.08 ms [2020-12-18 18:21:13 main:574] : INFO : Epoch 797 | loss: 0.0311317 | val_loss: 0.0311707 | Time: 1899.68 ms [2020-12-18 18:21:15 main:574] : INFO : Epoch 798 | loss: 0.0311325 | val_loss: 0.0311692 | Time: 1866.99 ms [2020-12-18 18:21:16 main:574] : INFO : Epoch 799 | loss: 0.0311323 | val_loss: 0.0311687 | Time: 1904.36 ms [2020-12-18 18:21:18 main:574] : INFO : Epoch 800 | loss: 0.0311346 | val_loss: 0.0311655 | Time: 1981.55 ms [2020-12-18 18:21:20 main:574] : INFO : Epoch 801 | loss: 0.0311339 | val_loss: 0.0311731 | Time: 1937.04 ms [2020-12-18 18:21:23 main:574] : INFO : Epoch 802 | loss: 0.0311329 | val_loss: 0.0311696 | Time: 2072.9 ms [2020-12-18 18:21:25 main:574] : INFO : Epoch 803 | loss: 0.0311343 | val_loss: 0.0311699 | Time: 1958.63 ms [2020-12-18 18:21:26 main:574] : INFO : Epoch 804 | loss: 0.0311375 | val_loss: 0.0311743 | Time: 1937.21 ms [2020-12-18 18:21:28 main:574] : INFO : Epoch 805 | loss: 0.0311348 | val_loss: 0.0311684 | Time: 2000.51 ms [2020-12-18 18:21:31 main:574] : INFO : Epoch 806 | loss: 0.0311315 | val_loss: 0.0311677 | Time: 2115.13 ms [2020-12-18 18:21:33 main:574] : INFO : Epoch 807 | loss: 0.0311322 | val_loss: 0.0311716 | Time: 1932.58 ms [2020-12-18 18:21:35 main:574] : INFO : Epoch 808 | loss: 0.0311316 | val_loss: 0.0311654 | Time: 2014.08 ms [2020-12-18 18:21:37 main:574] : INFO : Epoch 809 | loss: 0.0311327 | val_loss: 0.0311699 | Time: 2034.94 ms [2020-12-18 18:21:39 main:574] : INFO : Epoch 810 | loss: 0.0311364 | val_loss: 0.0311718 | Time: 2015.93 ms [2020-12-18 18:21:41 main:574] : INFO : Epoch 811 | loss: 0.031133 | val_loss: 0.0311705 | Time: 1839.58 ms [2020-12-18 18:21:43 main:574] : INFO : Epoch 812 | loss: 0.0311327 | val_loss: 0.0311713 | Time: 2057.88 ms [2020-12-18 18:21:45 main:574] : INFO : Epoch 813 | loss: 0.0311416 | val_loss: 0.0311915 | Time: 2034.49 ms [2020-12-18 18:21:47 main:574] : INFO : Epoch 814 | loss: 0.0311436 | val_loss: 0.0311706 | Time: 2047.95 ms [2020-12-18 18:21:49 main:574] : INFO : Epoch 815 | loss: 0.0311392 | val_loss: 0.0311654 | Time: 1904.11 ms [2020-12-18 18:21:51 main:574] : INFO : Epoch 816 | loss: 0.0311367 | val_loss: 0.0311664 | Time: 1990.05 ms [2020-12-18 18:21:53 main:574] : INFO : Epoch 817 | loss: 0.0311365 | val_loss: 0.0311664 | Time: 1971.38 ms [2020-12-18 18:21:55 main:574] : INFO : Epoch 818 | loss: 0.0311361 | val_loss: 0.0311627 | Time: 1884.92 ms [2020-12-18 18:21:57 main:574] : INFO : Epoch 819 | loss: 0.0311354 | val_loss: 0.0311676 | Time: 1928.76 ms [2020-12-18 18:21:58 main:574] : INFO : Epoch 820 | loss: 0.0311396 | val_loss: 0.0311712 | Time: 1886.52 ms [2020-12-18 18:22:00 main:574] : INFO : Epoch 821 | loss: 0.03114 | val_loss: 0.0311757 | Time: 1945.29 ms [2020-12-18 18:22:02 main:574] : INFO : Epoch 822 | loss: 0.0311373 | val_loss: 0.0311665 | Time: 1955.3 ms [2020-12-18 18:22:04 main:574] : INFO : Epoch 823 | loss: 0.0311346 | val_loss: 0.0311697 | Time: 2070.76 ms [2020-12-18 18:22:07 main:574] : INFO : Epoch 824 | loss: 0.031138 | val_loss: 0.0311758 | Time: 2181.29 ms [2020-12-18 18:22:09 main:574] : INFO : Epoch 825 | loss: 0.0311344 | val_loss: 0.0311651 | Time: 1907.02 ms [2020-12-18 18:22:10 main:574] : INFO : Epoch 826 | loss: 0.0311321 | val_loss: 0.0311653 | Time: 1849.85 ms [2020-12-18 18:22:12 main:574] : INFO : Epoch 827 | loss: 0.0311313 | val_loss: 0.0311688 | Time: 1891.69 ms [2020-12-18 18:22:14 main:574] : INFO : Epoch 828 | loss: 0.0311309 | val_loss: 0.0311666 | Time: 2023.58 ms [2020-12-18 18:22:16 main:574] : INFO : Epoch 829 | loss: 0.0311309 | val_loss: 0.0311696 | Time: 1988.84 ms [2020-12-18 18:22:18 main:574] : INFO : Epoch 830 | loss: 0.031132 | val_loss: 0.0311705 | Time: 1965.02 ms [2020-12-18 18:22:20 main:574] : INFO : Epoch 831 | loss: 0.0311317 | val_loss: 0.0311696 | Time: 1957.03 ms [2020-12-18 18:22:22 main:574] : INFO : Epoch 832 | loss: 0.0311332 | val_loss: 0.0311789 | Time: 1951.23 ms [2020-12-18 18:22:24 main:574] : INFO : Epoch 833 | loss: 0.031133 | val_loss: 0.0311661 | Time: 1910.2 ms [2020-12-18 18:22:26 main:574] : INFO : Epoch 834 | loss: 0.03113 | val_loss: 0.0311624 | Time: 2068.67 ms [2020-12-18 18:22:28 main:574] : INFO : Epoch 835 | loss: 0.0311304 | val_loss: 0.0311663 | Time: 1940.02 ms [2020-12-18 18:22:30 main:574] : INFO : Epoch 836 | loss: 0.0311333 | val_loss: 0.0311802 | Time: 1952.57 ms [2020-12-18 18:22:32 main:574] : INFO : Epoch 837 | loss: 0.0311335 | val_loss: 0.0311658 | Time: 1980.43 ms [2020-12-18 18:22:34 main:574] : INFO : Epoch 838 | loss: 0.0311327 | val_loss: 0.0311684 | Time: 1953.42 ms [2020-12-18 18:22:36 main:574] : INFO : Epoch 839 | loss: 0.0311333 | val_loss: 0.0311687 | Time: 1996.63 ms [2020-12-18 18:22:38 main:574] : INFO : Epoch 840 | loss: 0.031132 | val_loss: 0.0311673 | Time: 1976.06 ms [2020-12-18 18:22:40 main:574] : INFO : Epoch 841 | loss: 0.0311318 | val_loss: 0.0311695 | Time: 1860.23 ms [2020-12-18 18:22:42 main:574] : INFO : Epoch 842 | loss: 0.0311361 | val_loss: 0.0311729 | Time: 2037.73 ms [2020-12-18 18:22:44 main:574] : INFO : Epoch 843 | loss: 0.0311326 | val_loss: 0.0311692 | Time: 1981.75 ms [2020-12-18 18:22:46 main:574] : INFO : Epoch 844 | loss: 0.0311315 | val_loss: 0.0311663 | Time: 1958.07 ms [2020-12-18 18:22:48 main:574] : INFO : Epoch 845 | loss: 0.0311336 | val_loss: 0.0311671 | Time: 1973.79 ms [2020-12-18 18:22:50 main:574] : INFO : Epoch 846 | loss: 0.0311306 | val_loss: 0.0311726 | Time: 2032.45 ms [2020-12-18 18:22:52 main:574] : INFO : Epoch 847 | loss: 0.0311298 | val_loss: 0.0311756 | Time: 1977.34 ms [2020-12-18 18:22:54 main:574] : INFO : Epoch 848 | loss: 0.0311324 | val_loss: 0.0311762 | Time: 1934.48 ms [2020-12-18 18:22:56 main:574] : INFO : Epoch 849 | loss: 0.0311336 | val_loss: 0.0311675 | Time: 1980.28 ms [2020-12-18 18:22:58 main:574] : INFO : Epoch 850 | loss: 0.0311328 | val_loss: 0.0311759 | Time: 1961.48 ms [2020-12-18 18:23:00 main:574] : INFO : Epoch 851 | loss: 0.0311417 | val_loss: 0.0311748 | Time: 1885.96 ms [2020-12-18 18:23:02 main:574] : INFO : Epoch 852 | loss: 0.0311382 | val_loss: 0.0311755 | Time: 1986.36 ms [2020-12-18 18:23:04 main:574] : INFO : Epoch 853 | loss: 0.0311327 | val_loss: 0.0311681 | Time: 2043.43 ms [2020-12-18 18:23:06 main:574] : INFO : Epoch 854 | loss: 0.0311297 | val_loss: 0.0311708 | Time: 1864.1 ms [2020-12-18 18:23:08 main:574] : INFO : Epoch 855 | loss: 0.0311318 | val_loss: 0.0311722 | Time: 2004.77 ms [2020-12-18 18:23:10 main:574] : INFO : Epoch 856 | loss: 0.0311329 | val_loss: 0.031169 | Time: 1962.05 ms [2020-12-18 18:23:12 main:574] : INFO : Epoch 857 | loss: 0.031133 | val_loss: 0.0311676 | Time: 2081.39 ms [2020-12-18 18:23:14 main:574] : INFO : Epoch 858 | loss: 0.0311307 | val_loss: 0.0311716 | Time: 1997.82 ms [2020-12-18 18:23:16 main:574] : INFO : Epoch 859 | loss: 0.0311311 | val_loss: 0.0311701 | Time: 1976.23 ms [2020-12-18 18:23:18 main:574] : INFO : Epoch 860 | loss: 0.0311323 | val_loss: 0.031167 | Time: 2017.56 ms [2020-12-18 18:23:20 main:574] : INFO : Epoch 861 | loss: 0.0311348 | val_loss: 0.0311686 | Time: 1900.74 ms [2020-12-18 18:23:22 main:574] : INFO : Epoch 862 | loss: 0.0311308 | val_loss: 0.0311724 | Time: 1957.19 ms [2020-12-18 18:23:24 main:574] : INFO : Epoch 863 | loss: 0.0311345 | val_loss: 0.031167 | Time: 1894.16 ms [2020-12-18 18:23:26 main:574] : INFO : Epoch 864 | loss: 0.0311321 | val_loss: 0.0311687 | Time: 1980.23 ms [2020-12-18 18:23:28 main:574] : INFO : Epoch 865 | loss: 0.0311327 | val_loss: 0.0311701 | Time: 2018.32 ms [2020-12-18 18:23:30 main:574] : INFO : Epoch 866 | loss: 0.0311318 | val_loss: 0.0311715 | Time: 2031.89 ms [2020-12-18 18:23:32 main:574] : INFO : Epoch 867 | loss: 0.0311307 | val_loss: 0.0311709 | Time: 1951.2 ms [2020-12-18 18:23:34 main:574] : INFO : Epoch 868 | loss: 0.031129 | val_loss: 0.0311643 | Time: 1943.95 ms [2020-12-18 18:23:36 main:574] : INFO : Epoch 869 | loss: 0.0311292 | val_loss: 0.0311684 | Time: 1972.34 ms [2020-12-18 18:23:38 main:574] : INFO : Epoch 870 | loss: 0.0311315 | val_loss: 0.0311754 | Time: 1891.7 ms [2020-12-18 18:23:40 main:574] : INFO : Epoch 871 | loss: 0.0311301 | val_loss: 0.0311664 | Time: 1894.51 ms [2020-12-18 18:23:42 main:574] : INFO : Epoch 872 | loss: 0.0311311 | val_loss: 0.0311718 | Time: 2081.53 ms [2020-12-18 18:23:44 main:574] : INFO : Epoch 873 | loss: 0.031157 | val_loss: 0.0311679 | Time: 1976.32 ms [2020-12-18 18:23:46 main:574] : INFO : Epoch 874 | loss: 0.0311597 | val_loss: 0.0311693 | Time: 1982.94 ms [2020-12-18 18:23:48 main:574] : INFO : Epoch 875 | loss: 0.0311575 | val_loss: 0.0311688 | Time: 1955.47 ms [2020-12-18 18:23:50 main:574] : INFO : Epoch 876 | loss: 0.0311563 | val_loss: 0.0311678 | Time: 2067.31 ms [2020-12-18 18:23:52 main:574] : INFO : Epoch 877 | loss: 0.0311542 | val_loss: 0.0311674 | Time: 1964.85 ms [2020-12-18 18:23:54 main:574] : INFO : Epoch 878 | loss: 0.031153 | val_loss: 0.0311676 | Time: 2058.1 ms [2020-12-18 18:23:56 main:574] : INFO : Epoch 879 | loss: 0.0311529 | val_loss: 0.0311673 | Time: 2024.34 ms [2020-12-18 18:23:58 main:574] : INFO : Epoch 880 | loss: 0.031153 | val_loss: 0.0311681 | Time: 2026.52 ms [2020-12-18 18:24:00 main:574] : INFO : Epoch 881 | loss: 0.0311526 | val_loss: 0.0311655 | Time: 1993.48 ms [2020-12-18 18:24:02 main:574] : INFO : Epoch 882 | loss: 0.0311528 | val_loss: 0.031167 | Time: 2018.24 ms [2020-12-18 18:24:04 main:574] : INFO : Epoch 883 | loss: 0.0311537 | val_loss: 0.0311679 | Time: 1934.27 ms [2020-12-18 18:24:06 main:574] : INFO : Epoch 884 | loss: 0.0311563 | val_loss: 0.0311694 | Time: 2006.83 ms [2020-12-18 18:24:08 main:574] : INFO : Epoch 885 | loss: 0.0311525 | val_loss: 0.0311652 | Time: 1942.72 ms [2020-12-18 18:24:10 main:574] : INFO : Epoch 886 | loss: 0.0311513 | val_loss: 0.0311665 | Time: 1932.29 ms [2020-12-18 18:24:12 main:574] : INFO : Epoch 887 | loss: 0.0311527 | val_loss: 0.0311667 | Time: 2075.11 ms [2020-12-18 18:24:14 main:574] : INFO : Epoch 888 | loss: 0.0311522 | val_loss: 0.031166 | Time: 1960.31 ms [2020-12-18 18:24:16 main:574] : INFO : Epoch 889 | loss: 0.031152 | val_loss: 0.0311651 | Time: 2003.95 ms [2020-12-18 18:24:18 main:574] : INFO : Epoch 890 | loss: 0.0311496 | val_loss: 0.031165 | Time: 2019.36 ms [2020-12-18 18:24:20 main:574] : INFO : Epoch 891 | loss: 0.0311504 | val_loss: 0.0311663 | Time: 1903.57 ms [2020-12-18 18:24:22 main:574] : INFO : Epoch 892 | loss: 0.0311516 | val_loss: 0.0311683 | Time: 1983.78 ms [2020-12-18 18:24:24 main:574] : INFO : Epoch 893 | loss: 0.0311502 | val_loss: 0.0311671 | Time: 1997.3 ms [2020-12-18 18:24:26 main:574] : INFO : Epoch 894 | loss: 0.0311514 | val_loss: 0.0311661 | Time: 1949.97 ms [2020-12-18 18:24:28 main:574] : INFO : Epoch 895 | loss: 0.0311493 | val_loss: 0.0311659 | Time: 1948.24 ms [2020-12-18 18:24:30 main:574] : INFO : Epoch 896 | loss: 0.0311497 | val_loss: 0.0311698 | Time: 1895.71 ms [2020-12-18 18:24:32 main:574] : INFO : Epoch 897 | loss: 0.0311521 | val_loss: 0.0311751 | Time: 1950.73 ms [2020-12-18 18:24:34 main:574] : INFO : Epoch 898 | loss: 0.0311494 | val_loss: 0.0311675 | Time: 1954.83 ms [2020-12-18 18:24:36 main:574] : INFO : Epoch 899 | loss: 0.0311496 | val_loss: 0.0311654 | Time: 2001.72 ms [2020-12-18 18:24:38 main:574] : INFO : Epoch 900 | loss: 0.0311489 | val_loss: 0.0311669 | Time: 2032.88 ms [2020-12-18 18:24:40 main:574] : INFO : Epoch 901 | loss: 0.0311477 | val_loss: 0.0311689 | Time: 1906.2 ms [2020-12-18 18:24:42 main:574] : INFO : Epoch 902 | loss: 0.0311485 | val_loss: 0.0311684 | Time: 2052.65 ms [2020-12-18 18:24:44 main:574] : INFO : Epoch 903 | loss: 0.0311517 | val_loss: 0.0311711 | Time: 1945.63 ms [2020-12-18 18:24:46 main:574] : INFO : Epoch 904 | loss: 0.0311491 | val_loss: 0.0311714 | Time: 2028.04 ms [2020-12-18 18:24:48 main:574] : INFO : Epoch 905 | loss: 0.0311474 | val_loss: 0.0311682 | Time: 2064.46 ms [2020-12-18 18:24:50 main:574] : INFO : Epoch 906 | loss: 0.0311486 | val_loss: 0.0311712 | Time: 1944.72 ms [2020-12-18 18:24:52 main:574] : INFO : Epoch 907 | loss: 0.0311488 | val_loss: 0.0311671 | Time: 1988.09 ms [2020-12-18 18:24:54 main:574] : INFO : Epoch 908 | loss: 0.0311498 | val_loss: 0.0311669 | Time: 1963.94 ms [2020-12-18 18:24:56 main:574] : INFO : Epoch 909 | loss: 0.0311506 | val_loss: 0.0311732 | Time: 1995.96 ms [2020-12-18 18:24:58 main:574] : INFO : Epoch 910 | loss: 0.0311487 | val_loss: 0.0311658 | Time: 1943.08 ms [2020-12-18 18:25:00 main:574] : INFO : Epoch 911 | loss: 0.0311466 | val_loss: 0.0311682 | Time: 1937.7 ms [2020-12-18 18:25:02 main:574] : INFO : Epoch 912 | loss: 0.0311464 | val_loss: 0.0311663 | Time: 2012.06 ms [2020-12-18 18:25:04 main:574] : INFO : Epoch 913 | loss: 0.0311494 | val_loss: 0.0311725 | Time: 2039.8 ms [2020-12-18 18:25:06 main:574] : INFO : Epoch 914 | loss: 0.0311468 | val_loss: 0.0311677 | Time: 1898.88 ms [2020-12-18 18:25:08 main:574] : INFO : Epoch 915 | loss: 0.0311474 | val_loss: 0.0311685 | Time: 2106.37 ms [2020-12-18 18:25:10 main:574] : INFO : Epoch 916 | loss: 0.0311479 | val_loss: 0.0311777 | Time: 1965.24 ms [2020-12-18 18:25:12 main:574] : INFO : Epoch 917 | loss: 0.031148 | val_loss: 0.0311663 | Time: 1893.85 ms [2020-12-18 18:25:14 main:574] : INFO : Epoch 918 | loss: 0.0311485 | val_loss: 0.0311676 | Time: 1983.36 ms [2020-12-18 18:25:16 main:574] : INFO : Epoch 919 | loss: 0.0311462 | val_loss: 0.0311677 | Time: 1929.2 ms [2020-12-18 18:25:18 main:574] : INFO : Epoch 920 | loss: 0.0311464 | val_loss: 0.0311668 | Time: 1869.92 ms [2020-12-18 18:25:20 main:574] : INFO : Epoch 921 | loss: 0.0311462 | val_loss: 0.0311676 | Time: 1996.08 ms [2020-12-18 18:25:22 main:574] : INFO : Epoch 922 | loss: 0.0311453 | val_loss: 0.0311668 | Time: 2026.06 ms [2020-12-18 18:25:24 main:574] : INFO : Epoch 923 | loss: 0.0311468 | val_loss: 0.0311697 | Time: 1949.93 ms [2020-12-18 18:25:26 main:574] : INFO : Epoch 924 | loss: 0.0311483 | val_loss: 0.0311668 | Time: 2047.12 ms [2020-12-18 18:25:28 main:574] : INFO : Epoch 925 | loss: 0.0311486 | val_loss: 0.0311682 | Time: 2010.29 ms [2020-12-18 18:25:30 main:574] : INFO : Epoch 926 | loss: 0.0311463 | val_loss: 0.0311684 | Time: 1910.34 ms [2020-12-18 18:25:32 main:574] : INFO : Epoch 927 | loss: 0.0311451 | val_loss: 0.0311673 | Time: 2058.95 ms [2020-12-18 18:25:34 main:574] : INFO : Epoch 928 | loss: 0.0311447 | val_loss: 0.0311667 | Time: 1990.85 ms [2020-12-18 18:25:36 main:574] : INFO : Epoch 929 | loss: 0.0311454 | val_loss: 0.0311674 | Time: 2051.24 ms [2020-12-18 18:25:38 main:574] : INFO : Epoch 930 | loss: 0.0311473 | val_loss: 0.0311662 | Time: 1936.95 ms [2020-12-18 18:25:40 main:574] : INFO : Epoch 931 | loss: 0.0311464 | val_loss: 0.0311648 | Time: 1855.54 ms [2020-12-18 18:25:42 main:574] : INFO : Epoch 932 | loss: 0.0311465 | val_loss: 0.0311685 | Time: 1994.49 ms [2020-12-18 18:25:44 main:574] : INFO : Epoch 933 | loss: 0.0311455 | val_loss: 0.0311663 | Time: 1895.19 ms [2020-12-18 18:25:46 main:574] : INFO : Epoch 934 | loss: 0.0311466 | val_loss: 0.0311672 | Time: 1933.08 ms [2020-12-18 18:25:48 main:574] : INFO : Epoch 935 | loss: 0.0311446 | val_loss: 0.0311665 | Time: 1937.62 ms [2020-12-18 18:25:50 main:574] : INFO : Epoch 936 | loss: 0.0311448 | val_loss: 0.0311669 | Time: 2115.94 ms [2020-12-18 18:25:52 main:574] : INFO : Epoch 937 | loss: 0.0311445 | val_loss: 0.0311669 | Time: 1916.73 ms [2020-12-18 18:25:54 main:574] : INFO : Epoch 938 | loss: 0.0311455 | val_loss: 0.0311709 | Time: 2041.72 ms [2020-12-18 18:25:56 main:574] : INFO : Epoch 939 | loss: 0.0311447 | val_loss: 0.0311663 | Time: 2032.23 ms [2020-12-18 18:25:58 main:574] : INFO : Epoch 940 | loss: 0.0311475 | val_loss: 0.0311666 | Time: 2039.33 ms [2020-12-18 18:26:00 main:574] : INFO : Epoch 941 | loss: 0.0311446 | val_loss: 0.0311662 | Time: 2045.21 ms [2020-12-18 18:26:02 main:574] : INFO : Epoch 942 | loss: 0.0311438 | val_loss: 0.0311663 | Time: 2055.89 ms [2020-12-18 18:26:04 main:574] : INFO : Epoch 943 | loss: 0.0311465 | val_loss: 0.0311681 | Time: 1878.71 ms [2020-12-18 18:26:06 main:574] : INFO : Epoch 944 | loss: 0.0311462 | val_loss: 0.0311673 | Time: 1945.46 ms [2020-12-18 18:26:08 main:574] : INFO : Epoch 945 | loss: 0.031145 | val_loss: 0.0311679 | Time: 1965.29 ms [2020-12-18 18:26:10 main:574] : INFO : Epoch 946 | loss: 0.0311458 | val_loss: 0.0311674 | Time: 1935.97 ms [2020-12-18 18:26:12 main:574] : INFO : Epoch 947 | loss: 0.0311444 | val_loss: 0.0311658 | Time: 1928.07 ms [2020-12-18 18:26:14 main:574] : INFO : Epoch 948 | loss: 0.0311458 | val_loss: 0.031169 | Time: 2066.99 ms [2020-12-18 18:26:16 main:574] : INFO : Epoch 949 | loss: 0.0311454 | val_loss: 0.0311696 | Time: 1943.78 ms [2020-12-18 18:26:18 main:574] : INFO : Epoch 950 | loss: 0.0311449 | val_loss: 0.0311714 | Time: 1999.5 ms [2020-12-18 18:26:20 main:574] : INFO : Epoch 951 | loss: 0.0311458 | val_loss: 0.0311693 | Time: 2041.4 ms [2020-12-18 18:26:22 main:574] : INFO : Epoch 952 | loss: 0.0311485 | val_loss: 0.0311705 | Time: 2079.9 ms [2020-12-18 18:26:24 main:574] : INFO : Epoch 953 | loss: 0.0334419 | val_loss: 0.163349 | Time: 2034.84 ms [2020-12-18 18:26:26 main:574] : INFO : Epoch 954 | loss: 0.0549341 | val_loss: 0.0326563 | Time: 1967.72 ms [2020-12-18 18:26:28 main:574] : INFO : Epoch 955 | loss: 0.0340199 | val_loss: 0.0322256 | Time: 2028.57 ms [2020-12-18 18:26:30 main:574] : INFO : Epoch 956 | loss: 0.0317725 | val_loss: 0.0314778 | Time: 2072.08 ms [2020-12-18 18:26:32 main:574] : INFO : Epoch 957 | loss: 0.0313678 | val_loss: 0.0312993 | Time: 1956.14 ms [2020-12-18 18:26:34 main:574] : INFO : Epoch 958 | loss: 0.0312917 | val_loss: 0.031282 | Time: 2025.31 ms [2020-12-18 18:26:37 main:574] : INFO : Epoch 959 | loss: 0.0312741 | val_loss: 0.0312688 | Time: 2001.03 ms [2020-12-18 18:26:38 main:574] : INFO : Epoch 960 | loss: 0.0312653 | val_loss: 0.0312613 | Time: 1959.85 ms [2020-12-18 18:26:40 main:574] : INFO : Epoch 961 | loss: 0.0312607 | val_loss: 0.0312584 | Time: 1963.78 ms [2020-12-18 18:26:42 main:574] : INFO : Epoch 962 | loss: 0.0312591 | val_loss: 0.0312562 | Time: 2003.48 ms [2020-12-18 18:26:44 main:574] : INFO : Epoch 963 | loss: 0.031256 | val_loss: 0.0312547 | Time: 1983.01 ms [2020-12-18 18:26:46 main:574] : INFO : Epoch 964 | loss: 0.0312543 | val_loss: 0.0312551 | Time: 1933.76 ms [2020-12-18 18:26:48 main:574] : INFO : Epoch 965 | loss: 0.0312525 | val_loss: 0.0312512 | Time: 1961.93 ms [2020-12-18 18:26:50 main:574] : INFO : Epoch 966 | loss: 0.0312505 | val_loss: 0.0312496 | Time: 2000.22 ms [2020-12-18 18:26:52 main:574] : INFO : Epoch 967 | loss: 0.0312494 | val_loss: 0.0312486 | Time: 1955.47 ms [2020-12-18 18:26:54 main:574] : INFO : Epoch 968 | loss: 0.0312479 | val_loss: 0.0312472 | Time: 1889.14 ms [2020-12-18 18:26:56 main:574] : INFO : Epoch 969 | loss: 0.0312471 | val_loss: 0.0312467 | Time: 1945.93 ms [2020-12-18 18:26:58 main:574] : INFO : Epoch 970 | loss: 0.0312458 | val_loss: 0.0312446 | Time: 1902.98 ms [2020-12-18 18:27:00 main:574] : INFO : Epoch 971 | loss: 0.0312444 | val_loss: 0.0312443 | Time: 1940.43 ms [2020-12-18 18:27:02 main:574] : INFO : Epoch 972 | loss: 0.0312427 | val_loss: 0.031242 | Time: 1958.5 ms [2020-12-18 18:27:04 main:574] : INFO : Epoch 973 | loss: 0.0312424 | val_loss: 0.0312408 | Time: 1985.38 ms [2020-12-18 18:27:06 main:574] : INFO : Epoch 974 | loss: 0.0312407 | val_loss: 0.0312392 | Time: 1963.09 ms [2020-12-18 18:27:08 main:574] : INFO : Epoch 975 | loss: 0.0312388 | val_loss: 0.0312387 | Time: 1992.45 ms [2020-12-18 18:27:10 main:574] : INFO : Epoch 976 | loss: 0.0312375 | val_loss: 0.0312373 | Time: 1980.02 ms [2020-12-18 18:27:12 main:574] : INFO : Epoch 977 | loss: 0.0312375 | val_loss: 0.0312346 | Time: 1957.11 ms [2020-12-18 18:27:14 main:574] : INFO : Epoch 978 | loss: 0.0312354 | val_loss: 0.0312363 | Time: 1973.97 ms [2020-12-18 18:27:16 main:574] : INFO : Epoch 979 | loss: 0.0312331 | val_loss: 0.0312331 | Time: 2051.57 ms [2020-12-18 18:27:18 main:574] : INFO : Epoch 980 | loss: 0.0312321 | val_loss: 0.0312367 | Time: 1920.64 ms [2020-12-18 18:27:20 main:574] : INFO : Epoch 981 | loss: 0.0312303 | val_loss: 0.0312276 | Time: 2030.18 ms [2020-12-18 18:27:22 main:574] : INFO : Epoch 982 | loss: 0.0312271 | val_loss: 0.0312259 | Time: 1971.39 ms [2020-12-18 18:27:24 main:574] : INFO : Epoch 983 | loss: 0.0312255 | val_loss: 0.0312258 | Time: 1935.58 ms [2020-12-18 18:27:26 main:574] : INFO : Epoch 984 | loss: 0.0312246 | val_loss: 0.0312226 | Time: 2004.71 ms [2020-12-18 18:27:28 main:574] : INFO : Epoch 985 | loss: 0.0312226 | val_loss: 0.0312203 | Time: 2052.95 ms [2020-12-18 18:27:30 main:574] : INFO : Epoch 986 | loss: 0.0312197 | val_loss: 0.0312174 | Time: 2025.58 ms [2020-12-18 18:27:32 main:574] : INFO : Epoch 987 | loss: 0.0312194 | val_loss: 0.0312162 | Time: 1982.21 ms [2020-12-18 18:27:34 main:574] : INFO : Epoch 988 | loss: 0.0312156 | val_loss: 0.0312159 | Time: 1821.96 ms [2020-12-18 18:27:36 main:574] : INFO : Epoch 989 | loss: 0.0312132 | val_loss: 0.0312164 | Time: 1955.11 ms [2020-12-18 18:27:38 main:574] : INFO : Epoch 990 | loss: 0.031211 | val_loss: 0.0312092 | Time: 1940.74 ms [2020-12-18 18:27:40 main:574] : INFO : Epoch 991 | loss: 0.0312084 | val_loss: 0.0312062 | Time: 1947 ms [2020-12-18 18:27:42 main:574] : INFO : Epoch 992 | loss: 0.0312073 | val_loss: 0.0312059 | Time: 1932.14 ms [2020-12-18 18:27:44 main:574] : INFO : Epoch 993 | loss: 0.0312041 | val_loss: 0.0312042 | Time: 2053.6 ms [2020-12-18 18:27:46 main:574] : INFO : Epoch 994 | loss: 0.0312028 | val_loss: 0.031201 | Time: 2056.96 ms [2020-12-18 18:27:48 main:574] : INFO : Epoch 995 | loss: 0.0312061 | val_loss: 0.0312111 | Time: 1899.76 ms [2020-12-18 18:27:50 main:574] : INFO : Epoch 996 | loss: 0.0312071 | val_loss: 0.0312014 | Time: 1889.81 ms [2020-12-18 18:27:52 main:574] : INFO : Epoch 997 | loss: 0.0311987 | val_loss: 0.0311951 | Time: 2016.75 ms [2020-12-18 18:27:54 main:574] : INFO : Epoch 998 | loss: 0.0311996 | val_loss: 0.0311938 | Time: 1950.65 ms [2020-12-18 18:27:56 main:574] : INFO : Epoch 999 | loss: 0.0311936 | val_loss: 0.0311954 | Time: 2019.83 ms [2020-12-18 18:27:58 main:574] : INFO : Epoch 1000 | loss: 0.0311958 | val_loss: 0.0311918 | Time: 1976.26 ms [2020-12-18 18:28:00 main:574] : INFO : Epoch 1001 | loss: 0.0312013 | val_loss: 0.0311959 | Time: 1926.94 ms [2020-12-18 18:28:02 main:574] : INFO : Epoch 1002 | loss: 0.031196 | val_loss: 0.031194 | Time: 1997.34 ms [2020-12-18 18:28:04 main:574] : INFO : Epoch 1003 | loss: 0.0311936 | val_loss: 0.0311898 | Time: 1945.1 ms [2020-12-18 18:28:06 main:574] : INFO : Epoch 1004 | loss: 0.0312004 | val_loss: 0.0311936 | Time: 2090.14 ms [2020-12-18 18:28:08 main:574] : INFO : Epoch 1005 | loss: 0.0311998 | val_loss: 0.0311891 | Time: 1974.04 ms [2020-12-18 18:28:10 main:574] : INFO : Epoch 1006 | loss: 0.0311929 | val_loss: 0.0311957 | Time: 1936.67 ms [2020-12-18 18:28:12 main:574] : INFO : Epoch 1007 | loss: 0.0311918 | val_loss: 0.0311991 | Time: 2027.03 ms [2020-12-18 18:28:14 main:574] : INFO : Epoch 1008 | loss: 0.0311915 | val_loss: 0.0311885 | Time: 1948.47 ms [2020-12-18 18:28:16 main:574] : INFO : Epoch 1009 | loss: 0.0311899 | val_loss: 0.0311977 | Time: 2026.36 ms [2020-12-18 18:28:18 main:574] : INFO : Epoch 1010 | loss: 0.0311935 | val_loss: 0.0312067 | Time: 1953.81 ms [2020-12-18 18:28:20 main:574] : INFO : Epoch 1011 | loss: 0.0311919 | val_loss: 0.0311911 | Time: 2058.19 ms [2020-12-18 18:28:22 main:574] : INFO : Epoch 1012 | loss: 0.031189 | val_loss: 0.031188 | Time: 2102.75 ms [2020-12-18 18:28:24 main:574] : INFO : Epoch 1013 | loss: 0.0311881 | val_loss: 0.0311921 | Time: 2020.66 ms [2020-12-18 18:28:26 main:574] : INFO : Epoch 1014 | loss: 0.0311878 | val_loss: 0.0311897 | Time: 2042.94 ms [2020-12-18 18:28:28 main:574] : INFO : Epoch 1015 | loss: 0.0311928 | val_loss: 0.0311889 | Time: 1946.92 ms [2020-12-18 18:28:30 main:574] : INFO : Epoch 1016 | loss: 0.0311903 | val_loss: 0.0311874 | Time: 2010.57 ms [2020-12-18 18:28:32 main:574] : INFO : Epoch 1017 | loss: 0.0311937 | val_loss: 0.0311913 | Time: 2004.28 ms [2020-12-18 18:28:34 main:574] : INFO : Epoch 1018 | loss: 0.0311952 | val_loss: 0.031187 | Time: 1922.52 ms [2020-12-18 18:28:36 main:574] : INFO : Epoch 1019 | loss: 0.0311895 | val_loss: 0.0311869 | Time: 1936.87 ms [2020-12-18 18:28:38 main:574] : INFO : Epoch 1020 | loss: 0.0311885 | val_loss: 0.0311922 | Time: 1932.1 ms [2020-12-18 18:28:40 main:574] : INFO : Epoch 1021 | loss: 0.0311892 | val_loss: 0.031188 | Time: 2057.95 ms [2020-12-18 18:28:42 main:574] : INFO : Epoch 1022 | loss: 0.0311874 | val_loss: 0.0311948 | Time: 2147.55 ms [2020-12-18 18:28:44 main:574] : INFO : Epoch 1023 | loss: 0.0311879 | val_loss: 0.0311898 | Time: 1937.19 ms [2020-12-18 18:28:46 main:574] : INFO : Epoch 1024 | loss: 0.0311871 | val_loss: 0.0311867 | Time: 1859.87 ms [2020-12-18 18:28:46 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311867 [2020-12-18 18:28:46 main:603] : INFO : Saving end state to config to file [2020-12-18 18:28:46 main:608] : INFO : Success, exiting.. 18:28:46 (3040): 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)