Task 3351108
| Name | ParityMachine-1605454889-15785-8_0 |
| Workunit | 1614014 |
| Created | 18 Dec 2020, 22:30:38 UTC |
| Sent | 21 Dec 2020, 2:28:29 UTC |
| Report deadline | 28 Dec 2020, 2:28:29 UTC |
| Received | 21 Dec 2020, 16:17:32 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4379 |
| Run time | 34 min 34 sec |
| CPU time | 34 min 30 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 4,498.72 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.33 GB |
| Peak swap size | 10.46 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.14</core_client_version>
<![CDATA[
<stderr_txt>
main:581] : INFO : Epoch 510 | loss: 0.0311381 | val_loss: 0.0311594 | Time: 2033.27 ms
[2020-12-21 10:00:47 main:581] : INFO : Epoch 511 | loss: 0.0311386 | val_loss: 0.0311574 | Time: 2043.99 ms
[2020-12-21 10:00:49 main:581] : INFO : Epoch 512 | loss: 0.0311367 | val_loss: 0.0311555 | Time: 2030.12 ms
[2020-12-21 10:00:51 main:581] : INFO : Epoch 513 | loss: 0.0311358 | val_loss: 0.0311546 | Time: 2035.67 ms
[2020-12-21 10:00:53 main:581] : INFO : Epoch 514 | loss: 0.0311354 | val_loss: 0.0311581 | Time: 2036.27 ms
[2020-12-21 10:00:55 main:581] : INFO : Epoch 515 | loss: 0.0311362 | val_loss: 0.0311569 | Time: 2045.09 ms
[2020-12-21 10:00:57 main:581] : INFO : Epoch 516 | loss: 0.0311373 | val_loss: 0.0311572 | Time: 2038.98 ms
[2020-12-21 10:00:59 main:581] : INFO : Epoch 517 | loss: 0.0311385 | val_loss: 0.031156 | Time: 2034.74 ms
[2020-12-21 10:01:01 main:581] : INFO : Epoch 518 | loss: 0.0311362 | val_loss: 0.0311531 | Time: 2045.33 ms
[2020-12-21 10:01:03 main:581] : INFO : Epoch 519 | loss: 0.0311357 | val_loss: 0.0311557 | Time: 2033.74 ms
[2020-12-21 10:01:05 main:581] : INFO : Epoch 520 | loss: 0.0311364 | val_loss: 0.0311595 | Time: 2035.12 ms
[2020-12-21 10:01:07 main:581] : INFO : Epoch 521 | loss: 0.0311351 | val_loss: 0.0311558 | Time: 2025.85 ms
[2020-12-21 10:01:09 main:581] : INFO : Epoch 522 | loss: 0.0311363 | val_loss: 0.0311575 | Time: 2015.3 ms
[2020-12-21 10:01:11 main:581] : INFO : Epoch 523 | loss: 0.0311364 | val_loss: 0.0311579 | Time: 1964.34 ms
[2020-12-21 10:01:13 main:581] : INFO : Epoch 524 | loss: 0.0311367 | val_loss: 0.031157 | Time: 1961.44 ms
[2020-12-21 10:01:15 main:581] : INFO : Epoch 525 | loss: 0.0311366 | val_loss: 0.0311569 | Time: 2008.56 ms
[2020-12-21 10:01:17 main:581] : INFO : Epoch 526 | loss: 0.0311355 | val_loss: 0.031158 | Time: 2046.64 ms
[2020-12-21 10:01:19 main:581] : INFO : Epoch 527 | loss: 0.0311354 | val_loss: 0.0311552 | Time: 2033.08 ms
[2020-12-21 10:01:21 main:581] : INFO : Epoch 528 | loss: 0.031135 | val_loss: 0.0311576 | Time: 2033.82 ms
[2020-12-21 10:01:23 main:581] : INFO : Epoch 529 | loss: 0.0311353 | val_loss: 0.0311576 | Time: 2034.05 ms
[2020-12-21 10:01:25 main:581] : INFO : Epoch 530 | loss: 0.0311352 | val_loss: 0.0311575 | Time: 2035.61 ms
[2020-12-21 10:01:27 main:581] : INFO : Epoch 531 | loss: 0.0311348 | val_loss: 0.0311634 | Time: 2035.05 ms
[2020-12-21 10:01:29 main:581] : INFO : Epoch 532 | loss: 0.0311362 | val_loss: 0.0311554 | Time: 2046.39 ms
[2020-12-21 10:01:31 main:581] : INFO : Epoch 533 | loss: 0.0311369 | val_loss: 0.0311566 | Time: 2036.91 ms
[2020-12-21 10:01:33 main:581] : INFO : Epoch 534 | loss: 0.0311392 | val_loss: 0.0311551 | Time: 2036.38 ms
[2020-12-21 10:01:35 main:581] : INFO : Epoch 535 | loss: 0.0311408 | val_loss: 0.0311547 | Time: 2028.51 ms
[2020-12-21 10:01:37 main:581] : INFO : Epoch 536 | loss: 0.0311394 | val_loss: 0.0311531 | Time: 2038.5 ms
[2020-12-21 10:01:40 main:581] : INFO : Epoch 537 | loss: 0.0311368 | val_loss: 0.0311524 | Time: 2036.35 ms
[2020-12-21 10:01:42 main:581] : INFO : Epoch 538 | loss: 0.0311363 | val_loss: 0.0311582 | Time: 2038.48 ms
[2020-12-21 10:01:44 main:581] : INFO : Epoch 539 | loss: 0.0311369 | val_loss: 0.0311521 | Time: 2026.95 ms
[2020-12-21 10:01:46 main:581] : INFO : Epoch 540 | loss: 0.0311374 | val_loss: 0.0311551 | Time: 2046.07 ms
[2020-12-21 10:01:48 main:581] : INFO : Epoch 541 | loss: 0.0311397 | val_loss: 0.0311509 | Time: 2043.01 ms
[2020-12-21 10:01:50 main:581] : INFO : Epoch 542 | loss: 0.0311407 | val_loss: 0.0311543 | Time: 2045.89 ms
[2020-12-21 10:01:52 main:581] : INFO : Epoch 543 | loss: 0.0311496 | val_loss: 0.0311611 | Time: 2034.21 ms
[2020-12-21 10:01:54 main:581] : INFO : Epoch 544 | loss: 0.0311563 | val_loss: 0.0311597 | Time: 2038.22 ms
[2020-12-21 10:01:56 main:581] : INFO : Epoch 545 | loss: 0.0311549 | val_loss: 0.0311601 | Time: 2036.49 ms
[2020-12-21 10:01:58 main:581] : INFO : Epoch 546 | loss: 0.0311525 | val_loss: 0.0311574 | Time: 2028.63 ms
[2020-12-21 10:02:00 main:581] : INFO : Epoch 547 | loss: 0.0311524 | val_loss: 0.0311586 | Time: 2033.76 ms
[2020-12-21 10:02:02 main:581] : INFO : Epoch 548 | loss: 0.0311517 | val_loss: 0.0311596 | Time: 2034.75 ms
[2020-12-21 10:02:04 main:581] : INFO : Epoch 549 | loss: 0.0311504 | val_loss: 0.0311595 | Time: 2030.72 ms
[2020-12-21 10:02:06 main:581] : INFO : Epoch 550 | loss: 0.0311498 | val_loss: 0.0311579 | Time: 1884.91 ms
[2020-12-21 10:02:08 main:581] : INFO : Epoch 551 | loss: 0.0311496 | val_loss: 0.0311581 | Time: 2017.61 ms
[2020-12-21 10:02:10 main:581] : INFO : Epoch 552 | loss: 0.0311499 | val_loss: 0.0311573 | Time: 2030.81 ms
[2020-12-21 10:02:12 main:581] : INFO : Epoch 553 | loss: 0.0311497 | val_loss: 0.0311587 | Time: 1958.36 ms
[2020-12-21 10:02:14 main:581] : INFO : Epoch 554 | loss: 0.0311492 | val_loss: 0.0311581 | Time: 1988.93 ms
[2020-12-21 10:02:16 main:581] : INFO : Epoch 555 | loss: 0.0311483 | val_loss: 0.0311571 | Time: 2024.19 ms
[2020-12-21 10:02:18 main:581] : INFO : Epoch 556 | loss: 0.0311471 | val_loss: 0.0311573 | Time: 2033.77 ms
[2020-12-21 10:02:20 main:581] : INFO : Epoch 557 | loss: 0.0311462 | val_loss: 0.0311582 | Time: 2034.81 ms
[2020-12-21 10:02:22 main:581] : INFO : Epoch 558 | loss: 0.0311471 | val_loss: 0.0311593 | Time: 2043.75 ms
[2020-12-21 10:02:24 main:581] : INFO : Epoch 559 | loss: 0.0311464 | val_loss: 0.0311578 | Time: 2026.92 ms
[2020-12-21 10:02:26 main:581] : INFO : Epoch 560 | loss: 0.0311471 | val_loss: 0.0311599 | Time: 2034.02 ms
[2020-12-21 10:02:28 main:581] : INFO : Epoch 561 | loss: 0.0311462 | val_loss: 0.0311588 | Time: 2035.44 ms
[2020-12-21 10:02:30 main:581] : INFO : Epoch 562 | loss: 0.031145 | val_loss: 0.0311583 | Time: 2032.69 ms
[2020-12-21 10:02:32 main:581] : INFO : Epoch 563 | loss: 0.0311465 | val_loss: 0.0311562 | Time: 2040.27 ms
[2020-12-21 10:02:34 main:581] : INFO : Epoch 564 | loss: 0.0311451 | val_loss: 0.0311596 | Time: 2029.78 ms
[2020-12-21 10:02:36 main:581] : INFO : Epoch 565 | loss: 0.0311449 | val_loss: 0.031159 | Time: 2047.86 ms
[2020-12-21 10:02:38 main:581] : INFO : Epoch 566 | loss: 0.0311459 | val_loss: 0.0311578 | Time: 2025.93 ms
[2020-12-21 10:02:40 main:581] : INFO : Epoch 567 | loss: 0.0311466 | val_loss: 0.0311578 | Time: 2026.83 ms
[2020-12-21 10:02:42 main:581] : INFO : Epoch 568 | loss: 0.0311469 | val_loss: 0.03116 | Time: 1957.93 ms
[2020-12-21 10:02:44 main:581] : INFO : Epoch 569 | loss: 0.0311443 | val_loss: 0.0311589 | Time: 2012.06 ms
[2020-12-21 10:02:46 main:581] : INFO : Epoch 570 | loss: 0.031144 | val_loss: 0.0311564 | Time: 2031.64 ms
[2020-12-21 10:02:48 main:581] : INFO : Epoch 571 | loss: 0.0311435 | val_loss: 0.0311562 | Time: 2023.4 ms
[2020-12-21 10:02:50 main:581] : INFO : Epoch 572 | loss: 0.0311433 | val_loss: 0.031156 | Time: 1970.38 ms
[2020-12-21 10:02:52 main:581] : INFO : Epoch 573 | loss: 0.0311423 | val_loss: 0.0311554 | Time: 1971.75 ms
[2020-12-21 10:02:54 main:581] : INFO : Epoch 574 | loss: 0.0311423 | val_loss: 0.0311574 | Time: 1966.58 ms
[2020-12-21 10:02:56 main:581] : INFO : Epoch 575 | loss: 0.0311415 | val_loss: 0.0311563 | Time: 1966.45 ms
[2020-12-21 10:02:58 main:581] : INFO : Epoch 576 | loss: 0.0311424 | val_loss: 0.0311545 | Time: 1965.03 ms
[2020-12-21 10:03:00 main:581] : INFO : Epoch 577 | loss: 0.0311419 | val_loss: 0.0311619 | Time: 1990.01 ms
[2020-12-21 10:03:02 main:581] : INFO : Epoch 578 | loss: 0.031145 | val_loss: 0.0311576 | Time: 2033.68 ms
[2020-12-21 10:03:04 main:581] : INFO : Epoch 579 | loss: 0.0311426 | val_loss: 0.0311568 | Time: 2033.37 ms
[2020-12-21 10:03:06 main:581] : INFO : Epoch 580 | loss: 0.0311441 | val_loss: 0.0311558 | Time: 2021.38 ms
[2020-12-21 10:03:08 main:581] : INFO : Epoch 581 | loss: 0.0311434 | val_loss: 0.0311588 | Time: 2032.61 ms
[2020-12-21 10:03:10 main:581] : INFO : Epoch 582 | loss: 0.0311431 | val_loss: 0.0311568 | Time: 2033.8 ms
[2020-12-21 10:03:12 main:581] : INFO : Epoch 583 | loss: 0.0311435 | val_loss: 0.0311578 | Time: 2032.84 ms
[2020-12-21 10:03:14 main:581] : INFO : Epoch 584 | loss: 0.0311431 | val_loss: 0.0311583 | Time: 2020 ms
[2020-12-21 10:03:16 main:581] : INFO : Epoch 585 | loss: 0.0311438 | val_loss: 0.0311564 | Time: 2030.54 ms
[2020-12-21 10:03:18 main:581] : INFO : Epoch 586 | loss: 0.0311412 | val_loss: 0.0311568 | Time: 2008.67 ms
[2020-12-21 10:03:20 main:581] : INFO : Epoch 587 | loss: 0.0311422 | val_loss: 0.0311552 | Time: 1962.28 ms
[2020-12-21 10:03:22 main:581] : INFO : Epoch 588 | loss: 0.0311434 | val_loss: 0.031158 | Time: 2028.15 ms
[2020-12-21 10:03:24 main:581] : INFO : Epoch 589 | loss: 0.0311431 | val_loss: 0.0311604 | Time: 2031.52 ms
[2020-12-21 10:03:26 main:581] : INFO : Epoch 590 | loss: 0.0311489 | val_loss: 0.0311575 | Time: 1960.88 ms
[2020-12-21 10:03:28 main:581] : INFO : Epoch 591 | loss: 0.0311474 | val_loss: 0.031157 | Time: 1962.65 ms
[2020-12-21 10:03:30 main:581] : INFO : Epoch 592 | loss: 0.0311459 | val_loss: 0.0311575 | Time: 1899.91 ms
[2020-12-21 10:03:32 main:581] : INFO : Epoch 593 | loss: 0.0311447 | val_loss: 0.0311559 | Time: 2021.58 ms
[2020-12-21 10:03:34 main:581] : INFO : Epoch 594 | loss: 0.0311458 | val_loss: 0.0311606 | Time: 1886.97 ms
[2020-12-21 10:03:36 main:581] : INFO : Epoch 595 | loss: 0.0311487 | val_loss: 0.0311616 | Time: 1922 ms
[2020-12-21 10:03:38 main:581] : INFO : Epoch 596 | loss: 0.0311436 | val_loss: 0.0311626 | Time: 2017.22 ms
[2020-12-21 10:03:40 main:581] : INFO : Epoch 597 | loss: 0.0311446 | val_loss: 0.0311651 | Time: 2006.24 ms
[2020-12-21 10:03:42 main:581] : INFO : Epoch 598 | loss: 0.0311444 | val_loss: 0.0311586 | Time: 1881.56 ms
[2020-12-21 10:03:44 main:581] : INFO : Epoch 599 | loss: 0.0311424 | val_loss: 0.0311582 | Time: 1909.45 ms
[2020-12-21 10:03:46 main:581] : INFO : Epoch 600 | loss: 0.0311432 | val_loss: 0.0311592 | Time: 2014.69 ms
[2020-12-21 10:03:48 main:581] : INFO : Epoch 601 | loss: 0.0311455 | val_loss: 0.0311606 | Time: 2028.44 ms
[2020-12-21 10:03:50 main:581] : INFO : Epoch 602 | loss: 0.0311453 | val_loss: 0.0311564 | Time: 2026.63 ms
[2020-12-21 10:03:52 main:581] : INFO : Epoch 603 | loss: 0.031143 | val_loss: 0.0311548 | Time: 2027.39 ms
[2020-12-21 10:03:54 main:581] : INFO : Epoch 604 | loss: 0.0311423 | val_loss: 0.0311557 | Time: 2013.93 ms
[2020-12-21 10:03:56 main:581] : INFO : Epoch 605 | loss: 0.0311434 | val_loss: 0.0311608 | Time: 2020.17 ms
[2020-12-21 10:03:58 main:581] : INFO : Epoch 606 | loss: 0.0311426 | val_loss: 0.0311551 | Time: 2019.56 ms
[2020-12-21 10:04:00 main:581] : INFO : Epoch 607 | loss: 0.0311406 | val_loss: 0.0311529 | Time: 2021.24 ms
[2020-12-21 10:04:02 main:581] : INFO : Epoch 608 | loss: 0.0311396 | val_loss: 0.0311564 | Time: 2019.36 ms
[2020-12-21 10:04:04 main:581] : INFO : Epoch 609 | loss: 0.0311413 | val_loss: 0.0311561 | Time: 2013.62 ms
[2020-12-21 10:04:06 main:581] : INFO : Epoch 610 | loss: 0.031143 | val_loss: 0.0311632 | Time: 2019.38 ms
[2020-12-21 10:04:08 main:581] : INFO : Epoch 611 | loss: 0.0311407 | val_loss: 0.0311575 | Time: 1947.51 ms
[2020-12-21 10:04:10 main:581] : INFO : Epoch 612 | loss: 0.0311387 | val_loss: 0.0311542 | Time: 1969.96 ms
[2020-12-21 10:04:12 main:581] : INFO : Epoch 613 | loss: 0.0311379 | val_loss: 0.0311548 | Time: 2019.47 ms
[2020-12-21 10:04:14 main:581] : INFO : Epoch 614 | loss: 0.0311379 | val_loss: 0.0311558 | Time: 1927.37 ms
[2020-12-21 10:04:16 main:581] : INFO : Epoch 615 | loss: 0.0311367 | val_loss: 0.0311635 | Time: 1925.14 ms
[2020-12-21 10:04:18 main:581] : INFO : Epoch 616 | loss: 0.0311371 | val_loss: 0.0311576 | Time: 1931.19 ms
[2020-12-21 10:04:20 main:581] : INFO : Epoch 617 | loss: 0.0311368 | val_loss: 0.0311561 | Time: 1936.52 ms
[2020-12-21 10:04:22 main:581] : INFO : Epoch 618 | loss: 0.0311364 | val_loss: 0.0311537 | Time: 1938.78 ms
[2020-12-21 10:04:24 main:581] : INFO : Epoch 619 | loss: 0.0311364 | val_loss: 0.031154 | Time: 1974.29 ms
[2020-12-21 10:04:26 main:581] : INFO : Epoch 620 | loss: 0.0311373 | val_loss: 0.0311537 | Time: 1977 ms
[2020-12-21 10:04:28 main:581] : INFO : Epoch 621 | loss: 0.0311377 | val_loss: 0.0311526 | Time: 1963.65 ms
[2020-12-21 10:04:30 main:581] : INFO : Epoch 622 | loss: 0.0311372 | val_loss: 0.0311594 | Time: 1941.59 ms
[2020-12-21 10:04:32 main:581] : INFO : Epoch 623 | loss: 0.0311382 | val_loss: 0.0311526 | Time: 2017.9 ms
[2020-12-21 10:04:34 main:581] : INFO : Epoch 624 | loss: 0.0311347 | val_loss: 0.031152 | Time: 1985.03 ms
[2020-12-21 10:04:36 main:581] : INFO : Epoch 625 | loss: 0.0311358 | val_loss: 0.0311538 | Time: 2018.66 ms
[2020-12-21 10:04:38 main:581] : INFO : Epoch 626 | loss: 0.0311362 | val_loss: 0.0311558 | Time: 2021.01 ms
[2020-12-21 10:04:40 main:581] : INFO : Epoch 627 | loss: 0.0311388 | val_loss: 0.0311531 | Time: 2010.91 ms
[2020-12-21 10:04:42 main:581] : INFO : Epoch 628 | loss: 0.0311392 | val_loss: 0.0311545 | Time: 2021.42 ms
[2020-12-21 10:04:44 main:581] : INFO : Epoch 629 | loss: 0.031143 | val_loss: 0.0311525 | Time: 2015.91 ms
[2020-12-21 10:04:46 main:581] : INFO : Epoch 630 | loss: 0.0311401 | val_loss: 0.0311547 | Time: 2017 ms
[2020-12-21 10:04:48 main:581] : INFO : Epoch 631 | loss: 0.0311412 | val_loss: 0.0311548 | Time: 2004.11 ms
[2020-12-21 10:04:50 main:581] : INFO : Epoch 632 | loss: 0.0311455 | val_loss: 0.0311548 | Time: 2009.66 ms
[2020-12-21 10:04:52 main:581] : INFO : Epoch 633 | loss: 0.0311458 | val_loss: 0.0311528 | Time: 2008.68 ms
[2020-12-21 10:04:54 main:581] : INFO : Epoch 634 | loss: 0.0311449 | val_loss: 0.0311533 | Time: 2011.82 ms
[2020-12-21 10:04:56 main:581] : INFO : Epoch 635 | loss: 0.0311429 | val_loss: 0.0311521 | Time: 1993.11 ms
[2020-12-21 10:04:58 main:581] : INFO : Epoch 636 | loss: 0.031144 | val_loss: 0.0311485 | Time: 1964.02 ms
[2020-12-21 10:05:00 main:581] : INFO : Epoch 637 | loss: 0.0311423 | val_loss: 0.0311488 | Time: 2013.28 ms
[2020-12-21 10:05:02 main:581] : INFO : Epoch 638 | loss: 0.0311408 | val_loss: 0.0311486 | Time: 1979.3 ms
[2020-12-21 10:05:04 main:581] : INFO : Epoch 639 | loss: 0.0311398 | val_loss: 0.0311496 | Time: 1964.44 ms
[2020-12-21 10:05:06 main:581] : INFO : Epoch 640 | loss: 0.0311387 | val_loss: 0.0311495 | Time: 2012.42 ms
[2020-12-21 10:05:08 main:581] : INFO : Epoch 641 | loss: 0.0311388 | val_loss: 0.0311504 | Time: 2016.67 ms
[2020-12-21 10:05:10 main:581] : INFO : Epoch 642 | loss: 0.0311373 | val_loss: 0.0311504 | Time: 2016.63 ms
[2020-12-21 10:05:12 main:581] : INFO : Epoch 643 | loss: 0.031137 | val_loss: 0.0311509 | Time: 2016.44 ms
[2020-12-21 10:05:14 main:581] : INFO : Epoch 644 | loss: 0.0311409 | val_loss: 0.0311503 | Time: 2016.27 ms
[2020-12-21 10:05:16 main:581] : INFO : Epoch 645 | loss: 0.0311386 | val_loss: 0.0311501 | Time: 2008.26 ms
[2020-12-21 10:05:18 main:581] : INFO : Epoch 646 | loss: 0.0311407 | val_loss: 0.0311499 | Time: 2011.13 ms
[2020-12-21 10:05:20 main:581] : INFO : Epoch 647 | loss: 0.0311436 | val_loss: 0.0311545 | Time: 2014.8 ms
[2020-12-21 10:05:22 main:581] : INFO : Epoch 648 | loss: 0.0311453 | val_loss: 0.031153 | Time: 2022.32 ms
[2020-12-21 10:05:24 main:581] : INFO : Epoch 649 | loss: 0.0311443 | val_loss: 0.0311502 | Time: 2016.77 ms
[2020-12-21 10:05:26 main:581] : INFO : Epoch 650 | loss: 0.0311433 | val_loss: 0.0311503 | Time: 2004.27 ms
[2020-12-21 10:05:28 main:581] : INFO : Epoch 651 | loss: 0.0311447 | val_loss: 0.0311594 | Time: 2010.12 ms
[2020-12-21 10:05:30 main:581] : INFO : Epoch 652 | loss: 0.031149 | val_loss: 0.031161 | Time: 1977.81 ms
[2020-12-21 10:05:32 main:581] : INFO : Epoch 653 | loss: 0.0311582 | val_loss: 0.0311733 | Time: 1861.24 ms
[2020-12-21 10:05:34 main:581] : INFO : Epoch 654 | loss: 0.0311646 | val_loss: 0.0311648 | Time: 2018.35 ms
[2020-12-21 10:05:36 main:581] : INFO : Epoch 655 | loss: 0.0311665 | val_loss: 0.0311634 | Time: 2007.73 ms
[2020-12-21 10:05:38 main:581] : INFO : Epoch 656 | loss: 0.0311589 | val_loss: 0.031155 | Time: 2006.94 ms
[2020-12-21 10:05:40 main:581] : INFO : Epoch 657 | loss: 0.0311547 | val_loss: 0.0311559 | Time: 2005.51 ms
[2020-12-21 10:05:42 main:581] : INFO : Epoch 658 | loss: 0.0311557 | val_loss: 0.0311538 | Time: 2012.21 ms
[2020-12-21 10:05:44 main:581] : INFO : Epoch 659 | loss: 0.0311553 | val_loss: 0.0311566 | Time: 2005.34 ms
[2020-12-21 10:05:46 main:581] : INFO : Epoch 660 | loss: 0.0311554 | val_loss: 0.0311548 | Time: 2013.75 ms
[2020-12-21 10:05:48 main:581] : INFO : Epoch 661 | loss: 0.0311503 | val_loss: 0.0311527 | Time: 2014.19 ms
[2020-12-21 10:05:50 main:581] : INFO : Epoch 662 | loss: 0.0311513 | val_loss: 0.0311529 | Time: 1994.4 ms
[2020-12-21 10:05:52 main:581] : INFO : Epoch 663 | loss: 0.0311491 | val_loss: 0.0311523 | Time: 2023.58 ms
[2020-12-21 10:05:54 main:581] : INFO : Epoch 664 | loss: 0.0311483 | val_loss: 0.031154 | Time: 2007.41 ms
[2020-12-21 10:05:56 main:581] : INFO : Epoch 665 | loss: 0.0311482 | val_loss: 0.0311508 | Time: 2012.17 ms
[2020-12-21 10:05:58 main:581] : INFO : Epoch 666 | loss: 0.0311478 | val_loss: 0.0311519 | Time: 2012.7 ms
[2020-12-21 10:06:00 main:581] : INFO : Epoch 667 | loss: 0.0311461 | val_loss: 0.0311507 | Time: 2018.41 ms
[2020-12-21 10:06:02 main:581] : INFO : Epoch 668 | loss: 0.0311449 | val_loss: 0.0311513 | Time: 2020.3 ms
[2020-12-21 10:06:04 main:581] : INFO : Epoch 669 | loss: 0.0311458 | val_loss: 0.0311535 | Time: 2019.01 ms
[2020-12-21 10:06:06 main:581] : INFO : Epoch 670 | loss: 0.0311445 | val_loss: 0.0311525 | Time: 2019.03 ms
[2020-12-21 10:06:08 main:581] : INFO : Epoch 671 | loss: 0.0311434 | val_loss: 0.0311532 | Time: 2015.73 ms
[2020-12-21 10:06:10 main:581] : INFO : Epoch 672 | loss: 0.0311433 | val_loss: 0.0311534 | Time: 2011.7 ms
[2020-12-21 10:06:12 main:581] : INFO : Epoch 673 | loss: 0.031143 | val_loss: 0.0311532 | Time: 2019.65 ms
[2020-12-21 10:06:14 main:581] : INFO : Epoch 674 | loss: 0.0311428 | val_loss: 0.0311541 | Time: 2012.06 ms
[2020-12-21 10:06:16 main:581] : INFO : Epoch 675 | loss: 0.0311427 | val_loss: 0.0311525 | Time: 2016.4 ms
[2020-12-21 10:06:18 main:581] : INFO : Epoch 676 | loss: 0.0311417 | val_loss: 0.0311533 | Time: 2020.86 ms
[2020-12-21 10:06:20 main:581] : INFO : Epoch 677 | loss: 0.0311415 | val_loss: 0.0311517 | Time: 2021.52 ms
[2020-12-21 10:06:22 main:581] : INFO : Epoch 678 | loss: 0.0311423 | val_loss: 0.0311543 | Time: 2017.08 ms
[2020-12-21 10:06:24 main:581] : INFO : Epoch 679 | loss: 0.031144 | val_loss: 0.0311541 | Time: 2014.5 ms
[2020-12-21 10:06:26 main:581] : INFO : Epoch 680 | loss: 0.0311426 | val_loss: 0.0311525 | Time: 2019.48 ms
[2020-12-21 10:06:28 main:581] : INFO : Epoch 681 | loss: 0.0311427 | val_loss: 0.0311538 | Time: 2027.03 ms
[2020-12-21 10:06:30 main:581] : INFO : Epoch 682 | loss: 0.0311425 | val_loss: 0.0311523 | Time: 2012.01 ms
[2020-12-21 10:06:32 main:581] : INFO : Epoch 683 | loss: 0.0311416 | val_loss: 0.0311512 | Time: 2020.52 ms
[2020-12-21 10:06:34 main:581] : INFO : Epoch 684 | loss: 0.0311427 | val_loss: 0.0311512 | Time: 2021.49 ms
[2020-12-21 10:06:36 main:581] : INFO : Epoch 685 | loss: 0.0311408 | val_loss: 0.0311515 | Time: 2019.49 ms
[2020-12-21 10:06:38 main:581] : INFO : Epoch 686 | loss: 0.0311398 | val_loss: 0.0311516 | Time: 2009.47 ms
[2020-12-21 10:06:40 main:581] : INFO : Epoch 687 | loss: 0.031139 | val_loss: 0.0311543 | Time: 2015.94 ms
[2020-12-21 10:06:42 main:581] : INFO : Epoch 688 | loss: 0.0311428 | val_loss: 0.0311557 | Time: 2023.59 ms
[2020-12-21 10:06:44 main:581] : INFO : Epoch 689 | loss: 0.0311404 | val_loss: 0.0311518 | Time: 2027.09 ms
[2020-12-21 10:06:46 main:581] : INFO : Epoch 690 | loss: 0.0311425 | val_loss: 0.0311517 | Time: 2019.38 ms
[2020-12-21 10:06:48 main:581] : INFO : Epoch 691 | loss: 0.0311396 | val_loss: 0.0311517 | Time: 2021.73 ms
[2020-12-21 10:06:50 main:581] : INFO : Epoch 692 | loss: 0.0311393 | val_loss: 0.031152 | Time: 2021.42 ms
[2020-12-21 10:06:52 main:581] : INFO : Epoch 693 | loss: 0.0311394 | val_loss: 0.0311498 | Time: 2022.66 ms
[2020-12-21 10:06:54 main:581] : INFO : Epoch 694 | loss: 0.0311394 | val_loss: 0.0311499 | Time: 2021.71 ms
[2020-12-21 10:06:56 main:581] : INFO : Epoch 695 | loss: 0.0311396 | val_loss: 0.0311498 | Time: 2022.79 ms
[2020-12-21 10:06:58 main:581] : INFO : Epoch 696 | loss: 0.0311382 | val_loss: 0.0311499 | Time: 2024.94 ms
[2020-12-21 10:07:00 main:581] : INFO : Epoch 697 | loss: 0.0311379 | val_loss: 0.0311511 | Time: 2022.98 ms
[2020-12-21 10:07:02 main:581] : INFO : Epoch 698 | loss: 0.0311389 | val_loss: 0.0311477 | Time: 2021.02 ms
[2020-12-21 10:07:04 main:581] : INFO : Epoch 699 | loss: 0.03114 | val_loss: 0.0311498 | Time: 2023.54 ms
[2020-12-21 10:07:06 main:581] : INFO : Epoch 700 | loss: 0.0311399 | val_loss: 0.031157 | Time: 2017.01 ms
[2020-12-21 10:07:08 main:581] : INFO : Epoch 701 | loss: 0.0311396 | val_loss: 0.0311545 | Time: 2026.59 ms
[2020-12-21 10:07:10 main:581] : INFO : Epoch 702 | loss: 0.0311389 | val_loss: 0.0311532 | Time: 2005.85 ms
[2020-12-21 10:07:12 main:581] : INFO : Epoch 703 | loss: 0.0311424 | val_loss: 0.0311513 | Time: 2015.85 ms
[2020-12-21 10:07:15 main:581] : INFO : Epoch 704 | loss: 0.0311414 | val_loss: 0.0311522 | Time: 2028.13 ms
[2020-12-21 10:07:17 main:581] : INFO : Epoch 705 | loss: 0.0311393 | val_loss: 0.0311512 | Time: 2010.21 ms
[2020-12-21 10:07:19 main:581] : INFO : Epoch 706 | loss: 0.0311396 | val_loss: 0.0311498 | Time: 2019.06 ms
[2020-12-21 10:07:21 main:581] : INFO : Epoch 707 | loss: 0.0311386 | val_loss: 0.0311521 | Time: 2021.04 ms
[2020-12-21 10:07:23 main:581] : INFO : Epoch 708 | loss: 0.0311388 | val_loss: 0.0311536 | Time: 2020.35 ms
[2020-12-21 10:07:25 main:581] : INFO : Epoch 709 | loss: 0.0311387 | val_loss: 0.0311533 | Time: 2020.88 ms
[2020-12-21 10:07:27 main:581] : INFO : Epoch 710 | loss: 0.0311397 | val_loss: 0.0311496 | Time: 2023 ms
[2020-12-21 10:07:29 main:581] : INFO : Epoch 711 | loss: 0.0311409 | val_loss: 0.0311517 | Time: 2022.28 ms
[2020-12-21 10:07:31 main:581] : INFO : Epoch 712 | loss: 0.0311388 | val_loss: 0.0311482 | Time: 2018.83 ms
[2020-12-21 10:07:33 main:581] : INFO : Epoch 713 | loss: 0.0311387 | val_loss: 0.0311515 | Time: 2014.31 ms
[2020-12-21 10:07:35 main:581] : INFO : Epoch 714 | loss: 0.0311388 | val_loss: 0.0311484 | Time: 2023.09 ms
[2020-12-21 10:07:37 main:581] : INFO : Epoch 715 | loss: 0.0311385 | val_loss: 0.031149 | Time: 2018.33 ms
[2020-12-21 10:07:39 main:581] : INFO : Epoch 716 | loss: 0.0311372 | val_loss: 0.0311489 | Time: 2021.33 ms
[2020-12-21 10:07:41 main:581] : INFO : Epoch 717 | loss: 0.0311371 | val_loss: 0.0311508 | Time: 2018.25 ms
[2020-12-21 10:07:43 main:581] : INFO : Epoch 718 | loss: 0.0311361 | val_loss: 0.0311535 | Time: 2021.59 ms
[2020-12-21 10:07:45 main:581] : INFO : Epoch 719 | loss: 0.0311371 | val_loss: 0.0311513 | Time: 2021.08 ms
[2020-12-21 10:07:47 main:581] : INFO : Epoch 720 | loss: 0.0311392 | val_loss: 0.0311509 | Time: 2030.33 ms
[2020-12-21 10:07:49 main:581] : INFO : Epoch 721 | loss: 0.0311403 | val_loss: 0.031156 | Time: 2020.03 ms
[2020-12-21 10:07:51 main:581] : INFO : Epoch 722 | loss: 0.031138 | val_loss: 0.0311555 | Time: 2022.97 ms
[2020-12-21 10:07:53 main:581] : INFO : Epoch 723 | loss: 0.0311373 | val_loss: 0.0311511 | Time: 2019.92 ms
[2020-12-21 10:07:55 main:581] : INFO : Epoch 724 | loss: 0.031137 | val_loss: 0.0311481 | Time: 2010.63 ms
[2020-12-21 10:07:57 main:581] : INFO : Epoch 725 | loss: 0.0311368 | val_loss: 0.0311495 | Time: 2018.58 ms
[2020-12-21 10:07:59 main:581] : INFO : Epoch 726 | loss: 0.0311414 | val_loss: 0.0311589 | Time: 2022.29 ms
[2020-12-21 10:08:01 main:581] : INFO : Epoch 727 | loss: 0.0311421 | val_loss: 0.0311567 | Time: 2021.3 ms
[2020-12-21 10:08:03 main:581] : INFO : Epoch 728 | loss: 0.0311422 | val_loss: 0.0311516 | Time: 2022.21 ms
[2020-12-21 10:08:05 main:581] : INFO : Epoch 729 | loss: 0.0311392 | val_loss: 0.0311507 | Time: 2012.15 ms
[2020-12-21 10:08:07 main:581] : INFO : Epoch 730 | loss: 0.0311395 | val_loss: 0.0311511 | Time: 2018.37 ms
[2020-12-21 10:08:09 main:581] : INFO : Epoch 731 | loss: 0.0311394 | val_loss: 0.0311504 | Time: 2018.58 ms
[2020-12-21 10:08:11 main:581] : INFO : Epoch 732 | loss: 0.0311376 | val_loss: 0.0311564 | Time: 2022.05 ms
[2020-12-21 10:08:13 main:581] : INFO : Epoch 733 | loss: 0.0311398 | val_loss: 0.0311503 | Time: 2018.21 ms
[2020-12-21 10:08:15 main:581] : INFO : Epoch 734 | loss: 0.0311389 | val_loss: 0.0311521 | Time: 2015.78 ms
[2020-12-21 10:08:17 main:581] : INFO : Epoch 735 | loss: 0.0311395 | val_loss: 0.03115 | Time: 2009.79 ms
[2020-12-21 10:08:19 main:581] : INFO : Epoch 736 | loss: 0.0311382 | val_loss: 0.0311495 | Time: 2018.9 ms
[2020-12-21 10:08:21 main:581] : INFO : Epoch 737 | loss: 0.0311378 | val_loss: 0.0311506 | Time: 2015.92 ms
[2020-12-21 10:08:23 main:581] : INFO : Epoch 738 | loss: 0.031139 | val_loss: 0.0311496 | Time: 2016.98 ms
[2020-12-21 10:08:25 main:581] : INFO : Epoch 739 | loss: 0.0311385 | val_loss: 0.0311486 | Time: 2016.04 ms
[2020-12-21 10:08:27 main:581] : INFO : Epoch 740 | loss: 0.0311378 | val_loss: 0.0311487 | Time: 2014.83 ms
[2020-12-21 10:08:29 main:581] : INFO : Epoch 741 | loss: 0.0311363 | val_loss: 0.0311491 | Time: 2011.13 ms
[2020-12-21 10:08:31 main:581] : INFO : Epoch 742 | loss: 0.0311362 | val_loss: 0.03115 | Time: 2013.72 ms
[2020-12-21 10:08:33 main:581] : INFO : Epoch 743 | loss: 0.0311356 | val_loss: 0.0311476 | Time: 2016.5 ms
[2020-12-21 10:08:35 main:581] : INFO : Epoch 744 | loss: 0.0311342 | val_loss: 0.0311476 | Time: 2022.58 ms
[2020-12-21 10:08:37 main:581] : INFO : Epoch 745 | loss: 0.0311337 | val_loss: 0.03115 | Time: 2020.33 ms
[2020-12-21 10:08:39 main:581] : INFO : Epoch 746 | loss: 0.0311339 | val_loss: 0.0311496 | Time: 2014.1 ms
[2020-12-21 10:08:41 main:581] : INFO : Epoch 747 | loss: 0.0311341 | val_loss: 0.0311498 | Time: 2027.72 ms
[2020-12-21 10:08:43 main:581] : INFO : Epoch 748 | loss: 0.0311342 | val_loss: 0.0311491 | Time: 2019.75 ms
[2020-12-21 10:08:45 main:581] : INFO : Epoch 749 | loss: 0.0311325 | val_loss: 0.0311485 | Time: 2012.53 ms
[2020-12-21 10:08:47 main:581] : INFO : Epoch 750 | loss: 0.0311328 | val_loss: 0.0311455 | Time: 2022.48 ms
[2020-12-21 10:08:49 main:581] : INFO : Epoch 751 | loss: 0.0311336 | val_loss: 0.0311464 | Time: 2013.09 ms
[2020-12-21 10:08:51 main:581] : INFO : Epoch 752 | loss: 0.0311331 | val_loss: 0.0311484 | Time: 2012.81 ms
[2020-12-21 10:08:53 main:581] : INFO : Epoch 753 | loss: 0.0311321 | val_loss: 0.0311489 | Time: 2019.65 ms
[2020-12-21 10:08:55 main:581] : INFO : Epoch 754 | loss: 0.0311316 | val_loss: 0.0311473 | Time: 2028.11 ms
[2020-12-21 10:08:57 main:581] : INFO : Epoch 755 | loss: 0.0311315 | val_loss: 0.0311491 | Time: 2028.18 ms
[2020-12-21 10:09:00 main:581] : INFO : Epoch 756 | loss: 0.0311331 | val_loss: 0.0311501 | Time: 2024.09 ms
[2020-12-21 10:09:02 main:581] : INFO : Epoch 757 | loss: 0.0311356 | val_loss: 0.0311469 | Time: 2020.4 ms
[2020-12-21 10:09:04 main:581] : INFO : Epoch 758 | loss: 0.0311329 | val_loss: 0.031145 | Time: 2014.87 ms
[2020-12-21 10:09:06 main:581] : INFO : Epoch 759 | loss: 0.031132 | val_loss: 0.031148 | Time: 2025.66 ms
[2020-12-21 10:09:08 main:581] : INFO : Epoch 760 | loss: 0.0311309 | val_loss: 0.0311475 | Time: 2024.9 ms
[2020-12-21 10:09:10 main:581] : INFO : Epoch 761 | loss: 0.0311312 | val_loss: 0.0311493 | Time: 2008.62 ms
[2020-12-21 10:09:12 main:581] : INFO : Epoch 762 | loss: 0.0311334 | val_loss: 0.0311515 | Time: 2023.1 ms
[2020-12-21 10:09:14 main:581] : INFO : Epoch 763 | loss: 0.0311327 | val_loss: 0.031146 | Time: 2017.21 ms
[2020-12-21 10:09:16 main:581] : INFO : Epoch 764 | loss: 0.0311324 | val_loss: 0.0311455 | Time: 2023.25 ms
[2020-12-21 10:09:18 main:581] : INFO : Epoch 765 | loss: 0.0311293 | val_loss: 0.0311454 | Time: 2014.14 ms
[2020-12-21 10:09:20 main:581] : INFO : Epoch 766 | loss: 0.0311295 | val_loss: 0.0311456 | Time: 2021.49 ms
[2020-12-21 10:09:22 main:581] : INFO : Epoch 767 | loss: 0.0311292 | val_loss: 0.0311509 | Time: 2028.5 ms
[2020-12-21 10:09:24 main:581] : INFO : Epoch 768 | loss: 0.0311301 | val_loss: 0.0311493 | Time: 2023.56 ms
[2020-12-21 10:09:26 main:581] : INFO : Epoch 769 | loss: 0.0311306 | val_loss: 0.0311443 | Time: 2018.71 ms
[2020-12-21 10:09:28 main:581] : INFO : Epoch 770 | loss: 0.0311302 | val_loss: 0.0311435 | Time: 2012.89 ms
[2020-12-21 10:09:30 main:581] : INFO : Epoch 771 | loss: 0.0311312 | val_loss: 0.0311433 | Time: 2024.78 ms
[2020-12-21 10:09:32 main:581] : INFO : Epoch 772 | loss: 0.0311314 | val_loss: 0.0311433 | Time: 2022.33 ms
[2020-12-21 10:09:34 main:581] : INFO : Epoch 773 | loss: 0.0311301 | val_loss: 0.0311446 | Time: 2022.89 ms
[2020-12-21 10:09:36 main:581] : INFO : Epoch 774 | loss: 0.0311323 | val_loss: 0.0311413 | Time: 2019.09 ms
[2020-12-21 10:09:38 main:581] : INFO : Epoch 775 | loss: 0.0311343 | val_loss: 0.0311522 | Time: 2014.28 ms
[2020-12-21 10:09:40 main:581] : INFO : Epoch 776 | loss: 0.0311321 | val_loss: 0.0311434 | Time: 2018.3 ms
[2020-12-21 10:09:42 main:581] : INFO : Epoch 777 | loss: 0.0311313 | val_loss: 0.031142 | Time: 2014.57 ms
[2020-12-21 10:09:44 main:581] : INFO : Epoch 778 | loss: 0.031131 | val_loss: 0.031143 | Time: 2022.38 ms
[2020-12-21 10:09:46 main:581] : INFO : Epoch 779 | loss: 0.0311334 | val_loss: 0.0311422 | Time: 2010.01 ms
[2020-12-21 10:09:48 main:581] : INFO : Epoch 780 | loss: 0.0311347 | val_loss: 0.0311429 | Time: 2017.06 ms
[2020-12-21 10:09:50 main:581] : INFO : Epoch 781 | loss: 0.0311308 | val_loss: 0.0311435 | Time: 2005.7 ms
[2020-12-21 10:09:52 main:581] : INFO : Epoch 782 | loss: 0.0311306 | val_loss: 0.0311415 | Time: 2020.58 ms
[2020-12-21 10:09:54 main:581] : INFO : Epoch 783 | loss: 0.0311348 | val_loss: 0.0311537 | Time: 2023.49 ms
[2020-12-21 10:09:56 main:581] : INFO : Epoch 784 | loss: 0.0311397 | val_loss: 0.0311458 | Time: 2020.01 ms
[2020-12-21 10:09:58 main:581] : INFO : Epoch 785 | loss: 0.031134 | val_loss: 0.0311449 | Time: 2016.69 ms
[2020-12-21 10:10:00 main:581] : INFO : Epoch 786 | loss: 0.0311332 | val_loss: 0.0311463 | Time: 2033.36 ms
[2020-12-21 10:10:02 main:581] : INFO : Epoch 787 | loss: 0.0311326 | val_loss: 0.0311451 | Time: 2020.34 ms
[2020-12-21 10:10:04 main:581] : INFO : Epoch 788 | loss: 0.0311327 | val_loss: 0.0311494 | Time: 2021.52 ms
[2020-12-21 10:10:06 main:581] : INFO : Epoch 789 | loss: 0.0311328 | val_loss: 0.0311441 | Time: 2012.07 ms
[2020-12-21 10:10:08 main:581] : INFO : Epoch 790 | loss: 0.0311325 | val_loss: 0.031143 | Time: 2014.99 ms
[2020-12-21 10:10:10 main:581] : INFO : Epoch 791 | loss: 0.0311312 | val_loss: 0.0311431 | Time: 2019.63 ms
[2020-12-21 10:10:12 main:581] : INFO : Epoch 792 | loss: 0.0311316 | val_loss: 0.0311446 | Time: 2010.85 ms
[2020-12-21 10:10:14 main:581] : INFO : Epoch 793 | loss: 0.0311303 | val_loss: 0.0311464 | Time: 2016.68 ms
[2020-12-21 10:10:16 main:581] : INFO : Epoch 794 | loss: 0.0311309 | val_loss: 0.0311454 | Time: 2019.5 ms
[2020-12-21 10:10:18 main:581] : INFO : Epoch 795 | loss: 0.0311318 | val_loss: 0.0311424 | Time: 2019.91 ms
[2020-12-21 10:10:20 main:581] : INFO : Epoch 796 | loss: 0.0311304 | val_loss: 0.0311442 | Time: 2022.79 ms
[2020-12-21 10:10:22 main:581] : INFO : Epoch 797 | loss: 0.0311291 | val_loss: 0.0311423 | Time: 2018.2 ms
[2020-12-21 10:10:24 main:581] : INFO : Epoch 798 | loss: 0.0311304 | val_loss: 0.0311418 | Time: 2010.52 ms
[2020-12-21 10:10:26 main:581] : INFO : Epoch 799 | loss: 0.0311326 | val_loss: 0.0311434 | Time: 2021.12 ms
[2020-12-21 10:10:28 main:581] : INFO : Epoch 800 | loss: 0.0311317 | val_loss: 0.0311426 | Time: 2015.42 ms
[2020-12-21 10:10:30 main:581] : INFO : Epoch 801 | loss: 0.031131 | val_loss: 0.0311453 | Time: 2016.72 ms
[2020-12-21 10:10:32 main:581] : INFO : Epoch 802 | loss: 0.0311314 | val_loss: 0.0311492 | Time: 2010.91 ms
[2020-12-21 10:10:34 main:581] : INFO : Epoch 803 | loss: 0.0311352 | val_loss: 0.0311441 | Time: 2015.61 ms
[2020-12-21 10:10:36 main:581] : INFO : Epoch 804 | loss: 0.0311307 | val_loss: 0.0311449 | Time: 2013.58 ms
[2020-12-21 10:10:38 main:581] : INFO : Epoch 805 | loss: 0.0311299 | val_loss: 0.0311445 | Time: 2010.49 ms
[2020-12-21 10:10:40 main:581] : INFO : Epoch 806 | loss: 0.0311292 | val_loss: 0.031145 | Time: 2016.42 ms
[2020-12-21 10:10:42 main:581] : INFO : Epoch 807 | loss: 0.0311296 | val_loss: 0.0311437 | Time: 2018.18 ms
[2020-12-21 10:10:44 main:581] : INFO : Epoch 808 | loss: 0.0311285 | val_loss: 0.0311514 | Time: 2020.2 ms
[2020-12-21 10:10:46 main:581] : INFO : Epoch 809 | loss: 0.0311319 | val_loss: 0.0311485 | Time: 2010.69 ms
[2020-12-21 10:10:48 main:581] : INFO : Epoch 810 | loss: 0.0311297 | val_loss: 0.0311472 | Time: 2017.86 ms
[2020-12-21 10:10:51 main:581] : INFO : Epoch 811 | loss: 0.0311297 | val_loss: 0.0311493 | Time: 2011.25 ms
[2020-12-21 10:10:53 main:581] : INFO : Epoch 812 | loss: 0.0311293 | val_loss: 0.0311459 | Time: 2023.75 ms
[2020-12-21 10:10:55 main:581] : INFO : Epoch 813 | loss: 0.0311293 | val_loss: 0.0311449 | Time: 1997.59 ms
[2020-12-21 10:10:57 main:581] : INFO : Epoch 814 | loss: 0.0311322 | val_loss: 0.0311483 | Time: 2011.8 ms
[2020-12-21 10:10:59 main:581] : INFO : Epoch 815 | loss: 0.0311292 | val_loss: 0.0311445 | Time: 2020.5 ms
[2020-12-21 10:11:01 main:581] : INFO : Epoch 816 | loss: 0.0311276 | val_loss: 0.0311436 | Time: 2012.85 ms
[2020-12-21 10:11:03 main:581] : INFO : Epoch 817 | loss: 0.0311285 | val_loss: 0.0311445 | Time: 2017.51 ms
[2020-12-21 10:11:05 main:581] : INFO : Epoch 818 | loss: 0.0311303 | val_loss: 0.0311485 | Time: 2015.09 ms
[2020-12-21 10:11:07 main:581] : INFO : Epoch 819 | loss: 0.0311317 | val_loss: 0.0311471 | Time: 2011.66 ms
[2020-12-21 10:11:09 main:581] : INFO : Epoch 820 | loss: 0.0311302 | val_loss: 0.0311483 | Time: 2019.82 ms
[2020-12-21 10:11:11 main:581] : INFO : Epoch 821 | loss: 0.0311292 | val_loss: 0.0311486 | Time: 2011.45 ms
[2020-12-21 10:11:13 main:581] : INFO : Epoch 822 | loss: 0.0311298 | val_loss: 0.0311465 | Time: 2026.07 ms
[2020-12-21 10:11:15 main:581] : INFO : Epoch 823 | loss: 0.0311346 | val_loss: 0.031163 | Time: 2010.88 ms
[2020-12-21 10:11:17 main:581] : INFO : Epoch 824 | loss: 0.0311357 | val_loss: 0.0311495 | Time: 2018.46 ms
[2020-12-21 10:11:19 main:581] : INFO : Epoch 825 | loss: 0.0311293 | val_loss: 0.0311457 | Time: 2015.55 ms
[2020-12-21 10:11:21 main:581] : INFO : Epoch 826 | loss: 0.0311289 | val_loss: 0.0311472 | Time: 2018.41 ms
[2020-12-21 10:11:23 main:581] : INFO : Epoch 827 | loss: 0.031129 | val_loss: 0.0311491 | Time: 2007.49 ms
[2020-12-21 10:11:25 main:581] : INFO : Epoch 828 | loss: 0.0311321 | val_loss: 0.0311463 | Time: 2016.83 ms
[2020-12-21 10:11:27 main:581] : INFO : Epoch 829 | loss: 0.0311372 | val_loss: 0.0311495 | Time: 2013.83 ms
[2020-12-21 10:11:29 main:581] : INFO : Epoch 830 | loss: 0.0311348 | val_loss: 0.0311486 | Time: 2017.09 ms
[2020-12-21 10:11:31 main:581] : INFO : Epoch 831 | loss: 0.0311378 | val_loss: 0.0311486 | Time: 2019.05 ms
[2020-12-21 10:11:33 main:581] : INFO : Epoch 832 | loss: 0.0311406 | val_loss: 0.031149 | Time: 2008.33 ms
[2020-12-21 10:11:35 main:581] : INFO : Epoch 833 | loss: 0.0311409 | val_loss: 0.031149 | Time: 2010.11 ms
[2020-12-21 10:11:37 main:581] : INFO : Epoch 834 | loss: 0.0311395 | val_loss: 0.0311495 | Time: 2017.29 ms
[2020-12-21 10:11:39 main:581] : INFO : Epoch 835 | loss: 0.0311373 | val_loss: 0.0311501 | Time: 2019.56 ms
[2020-12-21 10:11:41 main:581] : INFO : Epoch 836 | loss: 0.0311367 | val_loss: 0.0311483 | Time: 2012.9 ms
[2020-12-21 10:11:43 main:581] : INFO : Epoch 837 | loss: 0.031137 | val_loss: 0.0311474 | Time: 2011.67 ms
[2020-12-21 10:11:45 main:581] : INFO : Epoch 838 | loss: 0.0311345 | val_loss: 0.0311468 | Time: 2016.23 ms
[2020-12-21 10:11:47 main:581] : INFO : Epoch 839 | loss: 0.0311344 | val_loss: 0.0311461 | Time: 2017.7 ms
[2020-12-21 10:11:49 main:581] : INFO : Epoch 840 | loss: 0.0311345 | val_loss: 0.0311495 | Time: 2010.28 ms
[2020-12-21 10:11:51 main:581] : INFO : Epoch 841 | loss: 0.0311351 | val_loss: 0.0311504 | Time: 2017.34 ms
[2020-12-21 10:11:53 main:581] : INFO : Epoch 842 | loss: 0.0311339 | val_loss: 0.0311457 | Time: 2009.33 ms
[2020-12-21 10:11:55 main:581] : INFO : Epoch 843 | loss: 0.0311334 | val_loss: 0.0311471 | Time: 2015.66 ms
[2020-12-21 10:11:57 main:581] : INFO : Epoch 844 | loss: 0.0311329 | val_loss: 0.031146 | Time: 2012.4 ms
[2020-12-21 10:11:59 main:581] : INFO : Epoch 845 | loss: 0.0311322 | val_loss: 0.0311525 | Time: 2018.4 ms
[2020-12-21 10:12:01 main:581] : INFO : Epoch 846 | loss: 0.0311335 | val_loss: 0.0311452 | Time: 2016.34 ms
[2020-12-21 10:12:03 main:581] : INFO : Epoch 847 | loss: 0.0311312 | val_loss: 0.0311445 | Time: 2014.85 ms
[2020-12-21 10:12:05 main:581] : INFO : Epoch 848 | loss: 0.031131 | val_loss: 0.0311474 | Time: 2019.36 ms
[2020-12-21 10:12:07 main:581] : INFO : Epoch 849 | loss: 0.031131 | val_loss: 0.0311491 | Time: 2009.66 ms
[2020-12-21 10:12:09 main:581] : INFO : Epoch 850 | loss: 0.0311312 | val_loss: 0.0311472 | Time: 2008.03 ms
[2020-12-21 10:12:11 main:581] : INFO : Epoch 851 | loss: 0.0311312 | val_loss: 0.0311467 | Time: 2020.92 ms
[2020-12-21 10:12:13 main:581] : INFO : Epoch 852 | loss: 0.0311325 | val_loss: 0.0311491 | Time: 2009.25 ms
[2020-12-21 10:12:15 main:581] : INFO : Epoch 853 | loss: 0.0311322 | val_loss: 0.0311465 | Time: 2023.02 ms
[2020-12-21 10:12:17 main:581] : INFO : Epoch 854 | loss: 0.0311349 | val_loss: 0.0311418 | Time: 2013.24 ms
[2020-12-21 10:12:19 main:581] : INFO : Epoch 855 | loss: 0.031134 | val_loss: 0.0311439 | Time: 2015.28 ms
[2020-12-21 10:12:21 main:581] : INFO : Epoch 856 | loss: 0.0311332 | val_loss: 0.0311416 | Time: 2017.09 ms
[2020-12-21 10:12:23 main:581] : INFO : Epoch 857 | loss: 0.0311319 | val_loss: 0.0311454 | Time: 2002.26 ms
[2020-12-21 10:12:25 main:581] : INFO : Epoch 858 | loss: 0.031131 | val_loss: 0.0311435 | Time: 2021.32 ms
[2020-12-21 10:12:27 main:581] : INFO : Epoch 859 | loss: 0.0311317 | val_loss: 0.031146 | Time: 2019.87 ms
[2020-12-21 10:12:29 main:581] : INFO : Epoch 860 | loss: 0.0311303 | val_loss: 0.0311487 | Time: 2022.79 ms
[2020-12-21 10:12:31 main:581] : INFO : Epoch 861 | loss: 0.0311288 | val_loss: 0.0311432 | Time: 2018.45 ms
[2020-12-21 10:12:33 main:581] : INFO : Epoch 862 | loss: 0.0311274 | val_loss: 0.0311442 | Time: 2011.94 ms
[2020-12-21 10:12:35 main:581] : INFO : Epoch 863 | loss: 0.0311271 | val_loss: 0.0311442 | Time: 2017.93 ms
[2020-12-21 10:12:37 main:581] : INFO : Epoch 864 | loss: 0.0311276 | val_loss: 0.0311461 | Time: 2018.68 ms
[2020-12-21 10:12:39 main:581] : INFO : Epoch 865 | loss: 0.031128 | val_loss: 0.0311445 | Time: 2005.49 ms
[2020-12-21 10:12:41 main:581] : INFO : Epoch 866 | loss: 0.0311278 | val_loss: 0.0311428 | Time: 2018.21 ms
[2020-12-21 10:12:43 main:581] : INFO : Epoch 867 | loss: 0.0311282 | val_loss: 0.0311457 | Time: 2012.65 ms
[2020-12-21 10:12:45 main:581] : INFO : Epoch 868 | loss: 0.031128 | val_loss: 0.0311468 | Time: 2016.35 ms
[2020-12-21 10:12:47 main:581] : INFO : Epoch 869 | loss: 0.0311274 | val_loss: 0.0311467 | Time: 2012.26 ms
[2020-12-21 10:12:49 main:581] : INFO : Epoch 870 | loss: 0.0311317 | val_loss: 0.0311483 | Time: 2019.09 ms
[2020-12-21 10:12:51 main:581] : INFO : Epoch 871 | loss: 0.0311319 | val_loss: 0.0311479 | Time: 2019.11 ms
[2020-12-21 10:12:53 main:581] : INFO : Epoch 872 | loss: 0.0311318 | val_loss: 0.0311476 | Time: 2012.02 ms
[2020-12-21 10:12:55 main:581] : INFO : Epoch 873 | loss: 0.0311349 | val_loss: 0.0311523 | Time: 2027.15 ms
[2020-12-21 10:12:57 main:581] : INFO : Epoch 874 | loss: 0.0311331 | val_loss: 0.031146 | Time: 2013.54 ms
[2020-12-21 10:13:00 main:581] : INFO : Epoch 875 | loss: 0.0311308 | val_loss: 0.0311485 | Time: 2020.56 ms
[2020-12-21 10:13:02 main:581] : INFO : Epoch 876 | loss: 0.0311331 | val_loss: 0.0311507 | Time: 2014.15 ms
[2020-12-21 10:13:04 main:581] : INFO : Epoch 877 | loss: 0.0311312 | val_loss: 0.0311498 | Time: 2021.89 ms
[2020-12-21 10:13:06 main:581] : INFO : Epoch 878 | loss: 0.0311303 | val_loss: 0.0311504 | Time: 2011.5 ms
[2020-12-21 10:13:08 main:581] : INFO : Epoch 879 | loss: 0.0311313 | val_loss: 0.03115 | Time: 2018.12 ms
[2020-12-21 10:13:10 main:581] : INFO : Epoch 880 | loss: 0.0311329 | val_loss: 0.0311482 | Time: 2012.94 ms
[2020-12-21 10:13:12 main:581] : INFO : Epoch 881 | loss: 0.0311317 | val_loss: 0.0311491 | Time: 2020.04 ms
[2020-12-21 10:13:14 main:581] : INFO : Epoch 882 | loss: 0.0311301 | val_loss: 0.0311466 | Time: 2011.11 ms
[2020-12-21 10:13:16 main:581] : INFO : Epoch 883 | loss: 0.03113 | val_loss: 0.0311466 | Time: 2028.04 ms
[2020-12-21 10:13:18 main:581] : INFO : Epoch 884 | loss: 0.031129 | val_loss: 0.0311472 | Time: 2018.56 ms
[2020-12-21 10:13:20 main:581] : INFO : Epoch 885 | loss: 0.031129 | val_loss: 0.031149 | Time: 2012.86 ms
[2020-12-21 10:13:22 main:581] : INFO : Epoch 886 | loss: 0.0311304 | val_loss: 0.0311468 | Time: 2017.93 ms
[2020-12-21 10:13:24 main:581] : INFO : Epoch 887 | loss: 0.0311298 | val_loss: 0.0311459 | Time: 2017.47 ms
[2020-12-21 10:13:26 main:581] : INFO : Epoch 888 | loss: 0.0311286 | val_loss: 0.031149 | Time: 2012.71 ms
[2020-12-21 10:13:28 main:581] : INFO : Epoch 889 | loss: 0.0311286 | val_loss: 0.0311458 | Time: 2011.12 ms
[2020-12-21 10:13:30 main:581] : INFO : Epoch 890 | loss: 0.0311303 | val_loss: 0.0311507 | Time: 2013.18 ms
[2020-12-21 10:13:32 main:581] : INFO : Epoch 891 | loss: 0.0311422 | val_loss: 0.0311575 | Time: 2021.44 ms
[2020-12-21 10:13:34 main:581] : INFO : Epoch 892 | loss: 0.0311421 | val_loss: 0.031153 | Time: 2023.68 ms
[2020-12-21 10:13:36 main:581] : INFO : Epoch 893 | loss: 0.03114 | val_loss: 0.0311494 | Time: 2027.5 ms
[2020-12-21 10:13:38 main:581] : INFO : Epoch 894 | loss: 0.0311407 | val_loss: 0.0311514 | Time: 2017.26 ms
[2020-12-21 10:13:40 main:581] : INFO : Epoch 895 | loss: 0.0311386 | val_loss: 0.0311462 | Time: 2026.17 ms
[2020-12-21 10:13:42 main:581] : INFO : Epoch 896 | loss: 0.0311368 | val_loss: 0.0311482 | Time: 2018.69 ms
[2020-12-21 10:13:44 main:581] : INFO : Epoch 897 | loss: 0.0311361 | val_loss: 0.0311486 | Time: 2022.58 ms
[2020-12-21 10:13:46 main:581] : INFO : Epoch 898 | loss: 0.0311359 | val_loss: 0.0311466 | Time: 2012.7 ms
[2020-12-21 10:13:48 main:581] : INFO : Epoch 899 | loss: 0.0311359 | val_loss: 0.0311477 | Time: 2020.31 ms
[2020-12-21 10:13:50 main:581] : INFO : Epoch 900 | loss: 0.0311346 | val_loss: 0.0311488 | Time: 2025.24 ms
[2020-12-21 10:13:52 main:581] : INFO : Epoch 901 | loss: 0.031135 | val_loss: 0.0311472 | Time: 2020.36 ms
[2020-12-21 10:13:54 main:581] : INFO : Epoch 902 | loss: 0.0311338 | val_loss: 0.0311466 | Time: 2007.81 ms
[2020-12-21 10:13:56 main:581] : INFO : Epoch 903 | loss: 0.0311345 | val_loss: 0.031149 | Time: 2008.62 ms
[2020-12-21 10:13:58 main:581] : INFO : Epoch 904 | loss: 0.031138 | val_loss: 0.031161 | Time: 2016.49 ms
[2020-12-21 10:14:00 main:581] : INFO : Epoch 905 | loss: 0.0311395 | val_loss: 0.0311487 | Time: 2008.75 ms
[2020-12-21 10:14:02 main:581] : INFO : Epoch 906 | loss: 0.0311343 | val_loss: 0.0311491 | Time: 2017.11 ms
[2020-12-21 10:14:04 main:581] : INFO : Epoch 907 | loss: 0.0311343 | val_loss: 0.031151 | Time: 2018.31 ms
[2020-12-21 10:14:06 main:581] : INFO : Epoch 908 | loss: 0.0311385 | val_loss: 0.0311488 | Time: 2010.35 ms
[2020-12-21 10:14:08 main:581] : INFO : Epoch 909 | loss: 0.0311357 | val_loss: 0.0311515 | Time: 2017.38 ms
[2020-12-21 10:14:10 main:581] : INFO : Epoch 910 | loss: 0.0311347 | val_loss: 0.0311498 | Time: 2008.95 ms
[2020-12-21 10:14:12 main:581] : INFO : Epoch 911 | loss: 0.0311338 | val_loss: 0.0311482 | Time: 2015.8 ms
[2020-12-21 10:14:14 main:581] : INFO : Epoch 912 | loss: 0.0311346 | val_loss: 0.0311515 | Time: 2010 ms
[2020-12-21 10:14:16 main:581] : INFO : Epoch 913 | loss: 0.0311339 | val_loss: 0.0311485 | Time: 2022.82 ms
[2020-12-21 10:14:18 main:581] : INFO : Epoch 914 | loss: 0.0311318 | val_loss: 0.0311479 | Time: 2013.58 ms
[2020-12-21 10:14:20 main:581] : INFO : Epoch 915 | loss: 0.0311379 | val_loss: 0.031152 | Time: 2021.58 ms
[2020-12-21 10:14:22 main:581] : INFO : Epoch 916 | loss: 0.0311403 | val_loss: 0.0311543 | Time: 2024.06 ms
[2020-12-21 10:14:24 main:581] : INFO : Epoch 917 | loss: 0.0311353 | val_loss: 0.0311485 | Time: 2025 ms
[2020-12-21 10:14:26 main:581] : INFO : Epoch 918 | loss: 0.0311358 | val_loss: 0.0311476 | Time: 2028.1 ms
[2020-12-21 10:14:28 main:581] : INFO : Epoch 919 | loss: 0.0311356 | val_loss: 0.0311463 | Time: 2025.72 ms
[2020-12-21 10:14:30 main:581] : INFO : Epoch 920 | loss: 0.0311344 | val_loss: 0.0311473 | Time: 2018.29 ms
[2020-12-21 10:14:32 main:581] : INFO : Epoch 921 | loss: 0.0311328 | val_loss: 0.031151 | Time: 2010.95 ms
[2020-12-21 10:14:34 main:581] : INFO : Epoch 922 | loss: 0.0311346 | val_loss: 0.0311529 | Time: 2011.34 ms
[2020-12-21 10:14:36 main:581] : INFO : Epoch 923 | loss: 0.031132 | val_loss: 0.0311511 | Time: 2020.62 ms
[2020-12-21 10:14:38 main:581] : INFO : Epoch 924 | loss: 0.0311318 | val_loss: 0.0311497 | Time: 2012 ms
[2020-12-21 10:14:40 main:581] : INFO : Epoch 925 | loss: 0.0311323 | val_loss: 0.0311491 | Time: 2010.03 ms
[2020-12-21 10:14:42 main:581] : INFO : Epoch 926 | loss: 0.0311348 | val_loss: 0.0311512 | Time: 2016.29 ms
[2020-12-21 10:14:44 main:581] : INFO : Epoch 927 | loss: 0.0311328 | val_loss: 0.0311494 | Time: 2011.92 ms
[2020-12-21 10:14:46 main:581] : INFO : Epoch 928 | loss: 0.0311305 | val_loss: 0.0311466 | Time: 2012.14 ms
[2020-12-21 10:14:48 main:581] : INFO : Epoch 929 | loss: 0.031132 | val_loss: 0.0311477 | Time: 2023.63 ms
[2020-12-21 10:14:50 main:581] : INFO : Epoch 930 | loss: 0.0311338 | val_loss: 0.031156 | Time: 2017.09 ms
[2020-12-21 10:14:52 main:581] : INFO : Epoch 931 | loss: 0.0311536 | val_loss: 0.0311555 | Time: 2009.79 ms
[2020-12-21 10:14:54 main:581] : INFO : Epoch 932 | loss: 0.0311501 | val_loss: 0.0311569 | Time: 2019.76 ms
[2020-12-21 10:14:56 main:581] : INFO : Epoch 933 | loss: 0.0311463 | val_loss: 0.0311479 | Time: 2011.78 ms
[2020-12-21 10:14:59 main:581] : INFO : Epoch 934 | loss: 0.0311434 | val_loss: 0.0311507 | Time: 2026.29 ms
[2020-12-21 10:15:01 main:581] : INFO : Epoch 935 | loss: 0.031141 | val_loss: 0.0311458 | Time: 2014.79 ms
[2020-12-21 10:15:03 main:581] : INFO : Epoch 936 | loss: 0.0311382 | val_loss: 0.0311482 | Time: 2012.8 ms
[2020-12-21 10:15:05 main:581] : INFO : Epoch 937 | loss: 0.0311408 | val_loss: 0.0311503 | Time: 2020.12 ms
[2020-12-21 10:15:07 main:581] : INFO : Epoch 938 | loss: 0.0311497 | val_loss: 0.0311524 | Time: 2012.42 ms
[2020-12-21 10:15:09 main:581] : INFO : Epoch 939 | loss: 0.0311411 | val_loss: 0.0311544 | Time: 2019.05 ms
[2020-12-21 10:15:11 main:581] : INFO : Epoch 940 | loss: 0.0311362 | val_loss: 0.0311511 | Time: 2004.68 ms
[2020-12-21 10:15:13 main:581] : INFO : Epoch 941 | loss: 0.0311348 | val_loss: 0.0311451 | Time: 2017.83 ms
[2020-12-21 10:15:15 main:581] : INFO : Epoch 942 | loss: 0.0311338 | val_loss: 0.0311519 | Time: 2013.02 ms
[2020-12-21 10:15:17 main:581] : INFO : Epoch 943 | loss: 0.0311349 | val_loss: 0.0311493 | Time: 2019.03 ms
[2020-12-21 10:15:19 main:581] : INFO : Epoch 944 | loss: 0.0311329 | val_loss: 0.0311453 | Time: 2018.66 ms
[2020-12-21 10:15:21 main:581] : INFO : Epoch 945 | loss: 0.031131 | val_loss: 0.0311482 | Time: 2016.44 ms
[2020-12-21 10:15:23 main:581] : INFO : Epoch 946 | loss: 0.0311319 | val_loss: 0.0311473 | Time: 2039.83 ms
[2020-12-21 10:15:25 main:581] : INFO : Epoch 947 | loss: 0.031136 | val_loss: 0.0311474 | Time: 2015.18 ms
[2020-12-21 10:15:27 main:581] : INFO : Epoch 948 | loss: 0.0311362 | val_loss: 0.0311482 | Time: 2016.58 ms
[2020-12-21 10:15:29 main:581] : INFO : Epoch 949 | loss: 0.0311327 | val_loss: 0.0311481 | Time: 2021.4 ms
[2020-12-21 10:15:31 main:581] : INFO : Epoch 950 | loss: 0.0311333 | val_loss: 0.0311474 | Time: 2021.85 ms
[2020-12-21 10:15:33 main:581] : INFO : Epoch 951 | loss: 0.0311323 | val_loss: 0.0311488 | Time: 2021.9 ms
[2020-12-21 10:15:35 main:581] : INFO : Epoch 952 | loss: 0.0311321 | val_loss: 0.0311509 | Time: 2015.65 ms
[2020-12-21 10:15:37 main:581] : INFO : Epoch 953 | loss: 0.0311302 | val_loss: 0.0311475 | Time: 2014.64 ms
[2020-12-21 10:15:39 main:581] : INFO : Epoch 954 | loss: 0.0311306 | val_loss: 0.0311489 | Time: 2024.04 ms
[2020-12-21 10:15:41 main:581] : INFO : Epoch 955 | loss: 0.0311295 | val_loss: 0.0311473 | Time: 2016.26 ms
[2020-12-21 10:15:43 main:581] : INFO : Epoch 956 | loss: 0.0311315 | val_loss: 0.0311487 | Time: 2025.04 ms
[2020-12-21 10:15:45 main:581] : INFO : Epoch 957 | loss: 0.0311315 | val_loss: 0.0311485 | Time: 2024.16 ms
[2020-12-21 10:15:47 main:581] : INFO : Epoch 958 | loss: 0.0311294 | val_loss: 0.0311549 | Time: 2025.84 ms
[2020-12-21 10:15:49 main:581] : INFO : Epoch 959 | loss: 0.03113 | val_loss: 0.0311506 | Time: 2026.62 ms
[2020-12-21 10:15:51 main:581] : INFO : Epoch 960 | loss: 0.0311308 | val_loss: 0.0311476 | Time: 2024.18 ms
[2020-12-21 10:15:53 main:581] : INFO : Epoch 961 | loss: 0.0311288 | val_loss: 0.0311478 | Time: 2018.55 ms
[2020-12-21 10:15:55 main:581] : INFO : Epoch 962 | loss: 0.0311365 | val_loss: 0.031152 | Time: 2034.49 ms
[2020-12-21 10:15:57 main:581] : INFO : Epoch 963 | loss: 0.0311365 | val_loss: 0.0311496 | Time: 2016.99 ms
[2020-12-21 10:15:59 main:581] : INFO : Epoch 964 | loss: 0.0311384 | val_loss: 0.0311506 | Time: 2020.05 ms
[2020-12-21 10:16:01 main:581] : INFO : Epoch 965 | loss: 0.0311419 | val_loss: 0.0311506 | Time: 2015.2 ms
[2020-12-21 10:16:03 main:581] : INFO : Epoch 966 | loss: 0.0311368 | val_loss: 0.0311487 | Time: 2025.86 ms
[2020-12-21 10:16:05 main:581] : INFO : Epoch 967 | loss: 0.0311359 | val_loss: 0.0311502 | Time: 2010.92 ms
[2020-12-21 10:16:07 main:581] : INFO : Epoch 968 | loss: 0.0311328 | val_loss: 0.0311467 | Time: 2012.91 ms
[2020-12-21 10:16:09 main:581] : INFO : Epoch 969 | loss: 0.0311317 | val_loss: 0.0311484 | Time: 2022.12 ms
[2020-12-21 10:16:11 main:581] : INFO : Epoch 970 | loss: 0.0311311 | val_loss: 0.0311512 | Time: 2022.85 ms
[2020-12-21 10:16:13 main:581] : INFO : Epoch 971 | loss: 0.0311332 | val_loss: 0.0311502 | Time: 2024.32 ms
[2020-12-21 10:16:15 main:581] : INFO : Epoch 972 | loss: 0.0311343 | val_loss: 0.0311481 | Time: 2016.88 ms
[2020-12-21 10:16:17 main:581] : INFO : Epoch 973 | loss: 0.0311305 | val_loss: 0.0311501 | Time: 2025.21 ms
[2020-12-21 10:16:19 main:581] : INFO : Epoch 974 | loss: 0.0311308 | val_loss: 0.0311465 | Time: 2016.17 ms
[2020-12-21 10:16:21 main:581] : INFO : Epoch 975 | loss: 0.03113 | val_loss: 0.0311457 | Time: 2012.63 ms
[2020-12-21 10:16:23 main:581] : INFO : Epoch 976 | loss: 0.0311284 | val_loss: 0.0311452 | Time: 2011.21 ms
[2020-12-21 10:16:25 main:581] : INFO : Epoch 977 | loss: 0.0311276 | val_loss: 0.0311469 | Time: 2010.75 ms
[2020-12-21 10:16:27 main:581] : INFO : Epoch 978 | loss: 0.0311287 | val_loss: 0.0311482 | Time: 2020.85 ms
[2020-12-21 10:16:29 main:581] : INFO : Epoch 979 | loss: 0.031129 | val_loss: 0.0311449 | Time: 2014.06 ms
[2020-12-21 10:16:31 main:581] : INFO : Epoch 980 | loss: 0.0311296 | val_loss: 0.0311459 | Time: 2014.16 ms
[2020-12-21 10:16:33 main:581] : INFO : Epoch 981 | loss: 0.031131 | val_loss: 0.0311463 | Time: 2023.43 ms
[2020-12-21 10:16:35 main:581] : INFO : Epoch 982 | loss: 0.0311286 | val_loss: 0.0311455 | Time: 2012.5 ms
[2020-12-21 10:16:37 main:581] : INFO : Epoch 983 | loss: 0.0311299 | val_loss: 0.0311461 | Time: 2016.64 ms
[2020-12-21 10:16:39 main:581] : INFO : Epoch 984 | loss: 0.0311284 | val_loss: 0.0311481 | Time: 2018.14 ms
[2020-12-21 10:16:41 main:581] : INFO : Epoch 985 | loss: 0.0311277 | val_loss: 0.0311465 | Time: 2011.11 ms
[2020-12-21 10:16:43 main:581] : INFO : Epoch 986 | loss: 0.0311283 | val_loss: 0.031148 | Time: 2004.55 ms
[2020-12-21 10:16:46 main:581] : INFO : Epoch 987 | loss: 0.0311268 | val_loss: 0.0311458 | Time: 2019.59 ms
[2020-12-21 10:16:48 main:581] : INFO : Epoch 988 | loss: 0.0311263 | val_loss: 0.0311441 | Time: 2009.48 ms
[2020-12-21 10:16:50 main:581] : INFO : Epoch 989 | loss: 0.031126 | val_loss: 0.0311458 | Time: 2017.73 ms
[2020-12-21 10:16:52 main:581] : INFO : Epoch 990 | loss: 0.0311252 | val_loss: 0.0311451 | Time: 2022.54 ms
[2020-12-21 10:16:54 main:581] : INFO : Epoch 991 | loss: 0.0311263 | val_loss: 0.0311453 | Time: 2012.87 ms
[2020-12-21 10:16:56 main:581] : INFO : Epoch 992 | loss: 0.0311273 | val_loss: 0.0311449 | Time: 2012.21 ms
[2020-12-21 10:16:58 main:581] : INFO : Epoch 993 | loss: 0.0311264 | val_loss: 0.0311522 | Time: 2020.61 ms
[2020-12-21 10:17:00 main:581] : INFO : Epoch 994 | loss: 0.0311314 | val_loss: 0.0311532 | Time: 2004.87 ms
[2020-12-21 10:17:02 main:581] : INFO : Epoch 995 | loss: 0.031133 | val_loss: 0.0311478 | Time: 2013 ms
[2020-12-21 10:17:04 main:581] : INFO : Epoch 996 | loss: 0.031132 | val_loss: 0.0311453 | Time: 2021.63 ms
[2020-12-21 10:17:06 main:581] : INFO : Epoch 997 | loss: 0.0311284 | val_loss: 0.0311443 | Time: 2009.93 ms
[2020-12-21 10:17:08 main:581] : INFO : Epoch 998 | loss: 0.0311278 | val_loss: 0.0311434 | Time: 2011.85 ms
[2020-12-21 10:17:10 main:581] : INFO : Epoch 999 | loss: 0.0311298 | val_loss: 0.0311452 | Time: 2022.29 ms
[2020-12-21 10:17:12 main:581] : INFO : Epoch 1000 | loss: 0.0311288 | val_loss: 0.0311482 | Time: 2022.17 ms
[2020-12-21 10:17:14 main:581] : INFO : Epoch 1001 | loss: 0.0311256 | val_loss: 0.0311449 | Time: 2021.88 ms
[2020-12-21 10:17:16 main:581] : INFO : Epoch 1002 | loss: 0.0311288 | val_loss: 0.0311458 | Time: 2020.6 ms
[2020-12-21 10:17:18 main:581] : INFO : Epoch 1003 | loss: 0.0311305 | val_loss: 0.0311517 | Time: 2012.43 ms
[2020-12-21 10:17:20 main:581] : INFO : Epoch 1004 | loss: 0.0311292 | val_loss: 0.0311428 | Time: 2021.77 ms
[2020-12-21 10:17:22 main:581] : INFO : Epoch 1005 | loss: 0.0311264 | val_loss: 0.0311446 | Time: 2020.73 ms
[2020-12-21 10:17:24 main:581] : INFO : Epoch 1006 | loss: 0.0311248 | val_loss: 0.0311464 | Time: 2007.13 ms
[2020-12-21 10:17:26 main:581] : INFO : Epoch 1007 | loss: 0.0311236 | val_loss: 0.0311455 | Time: 2019.01 ms
[2020-12-21 10:17:28 main:581] : INFO : Epoch 1008 | loss: 0.0311236 | val_loss: 0.0311452 | Time: 2011.4 ms
[2020-12-21 10:17:30 main:581] : INFO : Epoch 1009 | loss: 0.0311269 | val_loss: 0.0311457 | Time: 2014.05 ms
[2020-12-21 10:17:32 main:581] : INFO : Epoch 1010 | loss: 0.0311249 | val_loss: 0.0311411 | Time: 2013.79 ms
[2020-12-21 10:17:34 main:581] : INFO : Epoch 1011 | loss: 0.0311255 | val_loss: 0.0311476 | Time: 2012.04 ms
[2020-12-21 10:17:36 main:581] : INFO : Epoch 1012 | loss: 0.0311265 | val_loss: 0.0311426 | Time: 2018.84 ms
[2020-12-21 10:17:38 main:581] : INFO : Epoch 1013 | loss: 0.0311245 | val_loss: 0.0311423 | Time: 2008.55 ms
[2020-12-21 10:17:40 main:581] : INFO : Epoch 1014 | loss: 0.0311258 | val_loss: 0.0311458 | Time: 2011.75 ms
[2020-12-21 10:17:42 main:581] : INFO : Epoch 1015 | loss: 0.0311302 | val_loss: 0.0311514 | Time: 2022.95 ms
[2020-12-21 10:17:44 main:581] : INFO : Epoch 1016 | loss: 0.0311287 | val_loss: 0.0311477 | Time: 2014.27 ms
[2020-12-21 10:17:46 main:581] : INFO : Epoch 1017 | loss: 0.0311266 | val_loss: 0.0311439 | Time: 2009.48 ms
[2020-12-21 10:17:48 main:581] : INFO : Epoch 1018 | loss: 0.0311236 | val_loss: 0.0311466 | Time: 2018.12 ms
[2020-12-21 10:17:50 main:581] : INFO : Epoch 1019 | loss: 0.0311289 | val_loss: 0.031148 | Time: 2008.47 ms
[2020-12-21 10:17:52 main:581] : INFO : Epoch 1020 | loss: 0.031124 | val_loss: 0.0311479 | Time: 2014.68 ms
[2020-12-21 10:17:54 main:581] : INFO : Epoch 1021 | loss: 0.0311233 | val_loss: 0.0311472 | Time: 2010.52 ms
[2020-12-21 10:17:56 main:581] : INFO : Epoch 1022 | loss: 0.0311236 | val_loss: 0.0311453 | Time: 2017.61 ms
[2020-12-21 10:17:58 main:581] : INFO : Epoch 1023 | loss: 0.0311222 | val_loss: 0.0311422 | Time: 2011.49 ms
[2020-12-21 10:18:00 main:581] : INFO : Epoch 1024 | loss: 0.0311227 | val_loss: 0.031144 | Time: 2019.55 ms
[2020-12-21 10:18:00 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.031144
[2020-12-21 10:18:00 main:610] : INFO : Saving end state to config to file
[2020-12-21 10:18:00 main:615] : INFO : Success, exiting..
10:18:00 (235330): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)