Task 3190089
| Name | ParityMachine-1605454849-14529-4_2 |
| Workunit | 1479410 |
| Created | 7 Dec 2020, 1:55:05 UTC |
| Sent | 7 Dec 2020, 2:13:47 UTC |
| Report deadline | 14 Dec 2020, 2:13:47 UTC |
| Received | 9 Dec 2020, 1:38:57 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5104 |
| Run time | 36 min 22 sec |
| CPU time | 34 min 7 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 7,469.84 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.09 GB |
| Peak swap size | 4.36 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.14.2</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 514 | loss: 0.0310699 | val_loss: 0.0312085 | Time: 1990.43 ms
[2020-12-09 08:24:55 main:574] : INFO : Epoch 515 | loss: 0.031063 | val_loss: 0.0312326 | Time: 2014.27 ms
[2020-12-09 08:24:57 main:574] : INFO : Epoch 516 | loss: 0.0310527 | val_loss: 0.0312165 | Time: 1993.94 ms
[2020-12-09 08:25:00 main:574] : INFO : Epoch 517 | loss: 0.0310472 | val_loss: 0.0312251 | Time: 1996.53 ms
[2020-12-09 08:25:02 main:574] : INFO : Epoch 518 | loss: 0.0310481 | val_loss: 0.0312667 | Time: 1992.75 ms
[2020-12-09 08:25:04 main:574] : INFO : Epoch 519 | loss: 0.0310544 | val_loss: 0.031236 | Time: 2020.44 ms
[2020-12-09 08:25:06 main:574] : INFO : Epoch 520 | loss: 0.0310537 | val_loss: 0.0312397 | Time: 1985.14 ms
[2020-12-09 08:25:08 main:574] : INFO : Epoch 521 | loss: 0.0310462 | val_loss: 0.0312405 | Time: 1992.95 ms
[2020-12-09 08:25:10 main:574] : INFO : Epoch 522 | loss: 0.031047 | val_loss: 0.0312357 | Time: 1991.63 ms
[2020-12-09 08:25:12 main:574] : INFO : Epoch 523 | loss: 0.0310515 | val_loss: 0.0312095 | Time: 1986.78 ms
[2020-12-09 08:25:14 main:574] : INFO : Epoch 524 | loss: 0.0310545 | val_loss: 0.0312694 | Time: 1993.29 ms
[2020-12-09 08:25:16 main:574] : INFO : Epoch 525 | loss: 0.0310543 | val_loss: 0.031231 | Time: 2049.91 ms
[2020-12-09 08:25:18 main:574] : INFO : Epoch 526 | loss: 0.0310547 | val_loss: 0.0312261 | Time: 1996.99 ms
[2020-12-09 08:25:21 main:574] : INFO : Epoch 527 | loss: 0.0310507 | val_loss: 0.03125 | Time: 1984.22 ms
[2020-12-09 08:25:23 main:574] : INFO : Epoch 528 | loss: 0.0310465 | val_loss: 0.031234 | Time: 1987.46 ms
[2020-12-09 08:25:25 main:574] : INFO : Epoch 529 | loss: 0.0310408 | val_loss: 0.0312283 | Time: 2047.39 ms
[2020-12-09 08:25:27 main:574] : INFO : Epoch 530 | loss: 0.03105 | val_loss: 0.0312292 | Time: 1990.26 ms
[2020-12-09 08:25:29 main:574] : INFO : Epoch 531 | loss: 0.0310441 | val_loss: 0.031269 | Time: 1988.84 ms
[2020-12-09 08:25:31 main:574] : INFO : Epoch 532 | loss: 0.0310463 | val_loss: 0.0312462 | Time: 1985.65 ms
[2020-12-09 08:25:33 main:574] : INFO : Epoch 533 | loss: 0.0310601 | val_loss: 0.0312292 | Time: 1989.59 ms
[2020-12-09 08:25:35 main:574] : INFO : Epoch 534 | loss: 0.0310503 | val_loss: 0.0312551 | Time: 1991.32 ms
[2020-12-09 08:25:38 main:574] : INFO : Epoch 535 | loss: 0.0310594 | val_loss: 0.0312235 | Time: 1992.08 ms
[2020-12-09 08:25:40 main:574] : INFO : Epoch 536 | loss: 0.0310584 | val_loss: 0.031231 | Time: 2007.6 ms
[2020-12-09 08:25:42 main:574] : INFO : Epoch 537 | loss: 0.0310567 | val_loss: 0.0312306 | Time: 1987.39 ms
[2020-12-09 08:25:44 main:574] : INFO : Epoch 538 | loss: 0.0310518 | val_loss: 0.0312584 | Time: 1990.3 ms
[2020-12-09 08:25:46 main:574] : INFO : Epoch 539 | loss: 0.0310629 | val_loss: 0.0312295 | Time: 1992.2 ms
[2020-12-09 08:25:48 main:574] : INFO : Epoch 540 | loss: 0.0310668 | val_loss: 0.0312263 | Time: 1997.44 ms
[2020-12-09 08:25:50 main:574] : INFO : Epoch 541 | loss: 0.0310575 | val_loss: 0.0312238 | Time: 1980.77 ms
[2020-12-09 08:25:52 main:574] : INFO : Epoch 542 | loss: 0.0310484 | val_loss: 0.0312257 | Time: 1990.36 ms
[2020-12-09 08:25:55 main:574] : INFO : Epoch 543 | loss: 0.0310546 | val_loss: 0.0312201 | Time: 1986.7 ms
[2020-12-09 08:25:57 main:574] : INFO : Epoch 544 | loss: 0.0310498 | val_loss: 0.0312601 | Time: 1997.22 ms
[2020-12-09 08:25:59 main:574] : INFO : Epoch 545 | loss: 0.0310475 | val_loss: 0.0312431 | Time: 1990.35 ms
[2020-12-09 08:26:01 main:574] : INFO : Epoch 546 | loss: 0.031053 | val_loss: 0.0312311 | Time: 1988.82 ms
[2020-12-09 08:26:03 main:574] : INFO : Epoch 547 | loss: 0.0310466 | val_loss: 0.0312695 | Time: 1989.26 ms
[2020-12-09 08:26:05 main:574] : INFO : Epoch 548 | loss: 0.0310471 | val_loss: 0.0312328 | Time: 1996.27 ms
[2020-12-09 08:26:07 main:574] : INFO : Epoch 549 | loss: 0.0310541 | val_loss: 0.0312411 | Time: 1987 ms
[2020-12-09 08:26:09 main:574] : INFO : Epoch 550 | loss: 0.0311026 | val_loss: 0.0312034 | Time: 1987.7 ms
[2020-12-09 08:26:11 main:574] : INFO : Epoch 551 | loss: 0.0311063 | val_loss: 0.031204 | Time: 1997.53 ms
[2020-12-09 08:26:13 main:574] : INFO : Epoch 552 | loss: 0.0310868 | val_loss: 0.0312187 | Time: 1983.28 ms
[2020-12-09 08:26:15 main:574] : INFO : Epoch 553 | loss: 0.0310723 | val_loss: 0.0312235 | Time: 2011.39 ms
[2020-12-09 08:26:18 main:574] : INFO : Epoch 554 | loss: 0.0310641 | val_loss: 0.031218 | Time: 1990.12 ms
[2020-12-09 08:26:20 main:574] : INFO : Epoch 555 | loss: 0.0310612 | val_loss: 0.0312259 | Time: 1991.13 ms
[2020-12-09 08:26:22 main:574] : INFO : Epoch 556 | loss: 0.0310606 | val_loss: 0.0312156 | Time: 1990.79 ms
[2020-12-09 08:26:24 main:574] : INFO : Epoch 557 | loss: 0.0310612 | val_loss: 0.0312358 | Time: 2001.95 ms
[2020-12-09 08:26:26 main:574] : INFO : Epoch 558 | loss: 0.0310611 | val_loss: 0.0312214 | Time: 1981.72 ms
[2020-12-09 08:26:28 main:574] : INFO : Epoch 559 | loss: 0.0310633 | val_loss: 0.0312157 | Time: 1993.98 ms
[2020-12-09 08:26:30 main:574] : INFO : Epoch 560 | loss: 0.0310566 | val_loss: 0.0312421 | Time: 1988.33 ms
[2020-12-09 08:26:32 main:574] : INFO : Epoch 561 | loss: 0.031057 | val_loss: 0.0312297 | Time: 1992.96 ms
[2020-12-09 08:26:35 main:574] : INFO : Epoch 562 | loss: 0.0310629 | val_loss: 0.0312111 | Time: 2005.89 ms
[2020-12-09 08:26:37 main:574] : INFO : Epoch 563 | loss: 0.0310566 | val_loss: 0.0312446 | Time: 1988.62 ms
[2020-12-09 08:26:39 main:574] : INFO : Epoch 564 | loss: 0.0310518 | val_loss: 0.0312345 | Time: 1992.43 ms
[2020-12-09 08:26:41 main:574] : INFO : Epoch 565 | loss: 0.0310668 | val_loss: 0.0312107 | Time: 1994.14 ms
[2020-12-09 08:26:43 main:574] : INFO : Epoch 566 | loss: 0.0310731 | val_loss: 0.0312232 | Time: 1987.3 ms
[2020-12-09 08:26:45 main:574] : INFO : Epoch 567 | loss: 0.0310594 | val_loss: 0.031232 | Time: 2012.73 ms
[2020-12-09 08:26:47 main:574] : INFO : Epoch 568 | loss: 0.0310445 | val_loss: 0.0312427 | Time: 1987.61 ms
[2020-12-09 08:26:49 main:574] : INFO : Epoch 569 | loss: 0.0310456 | val_loss: 0.0312362 | Time: 2003.13 ms
[2020-12-09 08:26:51 main:574] : INFO : Epoch 570 | loss: 0.0310529 | val_loss: 0.0312312 | Time: 1992.33 ms
[2020-12-09 08:26:54 main:574] : INFO : Epoch 571 | loss: 0.0310497 | val_loss: 0.0312492 | Time: 1985.43 ms
[2020-12-09 08:26:56 main:574] : INFO : Epoch 572 | loss: 0.0310483 | val_loss: 0.0312268 | Time: 1997.62 ms
[2020-12-09 08:26:58 main:574] : INFO : Epoch 573 | loss: 0.031052 | val_loss: 0.0312453 | Time: 2005.75 ms
[2020-12-09 08:27:00 main:574] : INFO : Epoch 574 | loss: 0.031045 | val_loss: 0.0312413 | Time: 1992.07 ms
[2020-12-09 08:27:02 main:574] : INFO : Epoch 575 | loss: 0.0310575 | val_loss: 0.0312119 | Time: 2002.78 ms
[2020-12-09 08:27:04 main:574] : INFO : Epoch 576 | loss: 0.0310652 | val_loss: 0.0312346 | Time: 2010.73 ms
[2020-12-09 08:27:06 main:574] : INFO : Epoch 577 | loss: 0.0310575 | val_loss: 0.0312254 | Time: 1989.69 ms
[2020-12-09 08:27:08 main:574] : INFO : Epoch 578 | loss: 0.0310478 | val_loss: 0.0312453 | Time: 1995.21 ms
[2020-12-09 08:27:10 main:574] : INFO : Epoch 579 | loss: 0.0310424 | val_loss: 0.0312424 | Time: 1998.41 ms
[2020-12-09 08:27:12 main:574] : INFO : Epoch 580 | loss: 0.0310553 | val_loss: 0.0312317 | Time: 1988.43 ms
[2020-12-09 08:27:15 main:574] : INFO : Epoch 581 | loss: 0.0310488 | val_loss: 0.0312402 | Time: 2001.69 ms
[2020-12-09 08:27:17 main:574] : INFO : Epoch 582 | loss: 0.0310514 | val_loss: 0.031258 | Time: 1997.59 ms
[2020-12-09 08:27:19 main:574] : INFO : Epoch 583 | loss: 0.0310476 | val_loss: 0.0312456 | Time: 2051.6 ms
[2020-12-09 08:27:21 main:574] : INFO : Epoch 584 | loss: 0.0310481 | val_loss: 0.0312591 | Time: 1991.02 ms
[2020-12-09 08:27:23 main:574] : INFO : Epoch 585 | loss: 0.0310461 | val_loss: 0.0312497 | Time: 1984.41 ms
[2020-12-09 08:27:25 main:574] : INFO : Epoch 586 | loss: 0.0310451 | val_loss: 0.0312382 | Time: 1994.73 ms
[2020-12-09 08:27:27 main:574] : INFO : Epoch 587 | loss: 0.0310457 | val_loss: 0.0312447 | Time: 1992.34 ms
[2020-12-09 08:27:29 main:574] : INFO : Epoch 588 | loss: 0.031044 | val_loss: 0.0312487 | Time: 1992.03 ms
[2020-12-09 08:27:31 main:574] : INFO : Epoch 589 | loss: 0.031042 | val_loss: 0.0312329 | Time: 1990.49 ms
[2020-12-09 08:27:33 main:574] : INFO : Epoch 590 | loss: 0.0310421 | val_loss: 0.0312524 | Time: 2007.2 ms
[2020-12-09 08:27:36 main:574] : INFO : Epoch 591 | loss: 0.0310419 | val_loss: 0.031272 | Time: 1995.52 ms
[2020-12-09 08:27:38 main:574] : INFO : Epoch 592 | loss: 0.0310649 | val_loss: 0.0312147 | Time: 1988.05 ms
[2020-12-09 08:27:40 main:574] : INFO : Epoch 593 | loss: 0.031069 | val_loss: 0.0312256 | Time: 1993.08 ms
[2020-12-09 08:27:42 main:574] : INFO : Epoch 594 | loss: 0.0310584 | val_loss: 0.0312405 | Time: 1985.81 ms
[2020-12-09 08:27:44 main:574] : INFO : Epoch 595 | loss: 0.031056 | val_loss: 0.0312235 | Time: 2005.16 ms
[2020-12-09 08:27:46 main:574] : INFO : Epoch 596 | loss: 0.0310543 | val_loss: 0.0312356 | Time: 1992.5 ms
[2020-12-09 08:27:48 main:574] : INFO : Epoch 597 | loss: 0.0310584 | val_loss: 0.0312327 | Time: 1989.47 ms
[2020-12-09 08:27:50 main:574] : INFO : Epoch 598 | loss: 0.0310457 | val_loss: 0.0312509 | Time: 1989.19 ms
[2020-12-09 08:27:52 main:574] : INFO : Epoch 599 | loss: 0.0310448 | val_loss: 0.0312363 | Time: 1989.15 ms
[2020-12-09 08:27:54 main:574] : INFO : Epoch 600 | loss: 0.0310507 | val_loss: 0.0312553 | Time: 1998.71 ms
[2020-12-09 08:27:57 main:574] : INFO : Epoch 601 | loss: 0.0310494 | val_loss: 0.0312265 | Time: 2002.54 ms
[2020-12-09 08:27:59 main:574] : INFO : Epoch 602 | loss: 0.0310442 | val_loss: 0.0312505 | Time: 1989.33 ms
[2020-12-09 08:28:01 main:574] : INFO : Epoch 603 | loss: 0.031044 | val_loss: 0.0312272 | Time: 1986.85 ms
[2020-12-09 08:28:03 main:574] : INFO : Epoch 604 | loss: 0.0310636 | val_loss: 0.0312264 | Time: 1991.3 ms
[2020-12-09 08:28:05 main:574] : INFO : Epoch 605 | loss: 0.0310547 | val_loss: 0.0312361 | Time: 1993.36 ms
[2020-12-09 08:28:07 main:574] : INFO : Epoch 606 | loss: 0.0310478 | val_loss: 0.0312591 | Time: 1987.14 ms
[2020-12-09 08:28:10 main:574] : INFO : Epoch 607 | loss: 0.0310581 | val_loss: 0.0312309 | Time: 1993.26 ms
[2020-12-09 08:28:12 main:574] : INFO : Epoch 608 | loss: 0.0310484 | val_loss: 0.0312585 | Time: 2000.57 ms
[2020-12-09 08:28:14 main:574] : INFO : Epoch 609 | loss: 0.0310647 | val_loss: 0.0312024 | Time: 1992.65 ms
[2020-12-09 08:28:16 main:574] : INFO : Epoch 610 | loss: 0.0310513 | val_loss: 0.0312328 | Time: 1986.56 ms
[2020-12-09 08:28:18 main:574] : INFO : Epoch 611 | loss: 0.0310448 | val_loss: 0.031253 | Time: 1991.78 ms
[2020-12-09 08:28:20 main:574] : INFO : Epoch 612 | loss: 0.031043 | val_loss: 0.0312663 | Time: 1985.59 ms
[2020-12-09 08:28:22 main:574] : INFO : Epoch 613 | loss: 0.0310468 | val_loss: 0.03124 | Time: 1984.95 ms
[2020-12-09 08:28:24 main:574] : INFO : Epoch 614 | loss: 0.0310479 | val_loss: 0.0312305 | Time: 1995.82 ms
[2020-12-09 08:28:26 main:574] : INFO : Epoch 615 | loss: 0.0310452 | val_loss: 0.0312466 | Time: 1981.93 ms
[2020-12-09 08:28:28 main:574] : INFO : Epoch 616 | loss: 0.0310428 | val_loss: 0.031261 | Time: 2007.59 ms
[2020-12-09 08:28:30 main:574] : INFO : Epoch 617 | loss: 0.0310539 | val_loss: 0.0312373 | Time: 1988.75 ms
[2020-12-09 08:28:33 main:574] : INFO : Epoch 618 | loss: 0.0310554 | val_loss: 0.0312386 | Time: 1993.86 ms
[2020-12-09 08:28:35 main:574] : INFO : Epoch 619 | loss: 0.0310437 | val_loss: 0.0312397 | Time: 1996.92 ms
[2020-12-09 08:28:37 main:574] : INFO : Epoch 620 | loss: 0.0310576 | val_loss: 0.0312365 | Time: 1990.5 ms
[2020-12-09 08:28:39 main:574] : INFO : Epoch 621 | loss: 0.0310561 | val_loss: 0.0312347 | Time: 1986.38 ms
[2020-12-09 08:28:41 main:574] : INFO : Epoch 622 | loss: 0.0310702 | val_loss: 0.0312212 | Time: 1990 ms
[2020-12-09 08:28:43 main:574] : INFO : Epoch 623 | loss: 0.0310705 | val_loss: 0.031248 | Time: 2004.67 ms
[2020-12-09 08:28:45 main:574] : INFO : Epoch 624 | loss: 0.0310628 | val_loss: 0.0312189 | Time: 2005.77 ms
[2020-12-09 08:28:47 main:574] : INFO : Epoch 625 | loss: 0.0310574 | val_loss: 0.031233 | Time: 1987.29 ms
[2020-12-09 08:28:49 main:574] : INFO : Epoch 626 | loss: 0.0310551 | val_loss: 0.0312503 | Time: 1989.55 ms
[2020-12-09 08:28:52 main:574] : INFO : Epoch 627 | loss: 0.0310489 | val_loss: 0.031229 | Time: 1987.86 ms
[2020-12-09 08:28:54 main:574] : INFO : Epoch 628 | loss: 0.0310474 | val_loss: 0.0312437 | Time: 2003.97 ms
[2020-12-09 08:28:56 main:574] : INFO : Epoch 629 | loss: 0.0310495 | val_loss: 0.0312386 | Time: 1988.71 ms
[2020-12-09 08:28:58 main:574] : INFO : Epoch 630 | loss: 0.0310512 | val_loss: 0.0312178 | Time: 1985.11 ms
[2020-12-09 08:29:00 main:574] : INFO : Epoch 631 | loss: 0.0310446 | val_loss: 0.031264 | Time: 1994.98 ms
[2020-12-09 08:29:02 main:574] : INFO : Epoch 632 | loss: 0.0310462 | val_loss: 0.0312322 | Time: 1995.37 ms
[2020-12-09 08:29:04 main:574] : INFO : Epoch 633 | loss: 0.031053 | val_loss: 0.031249 | Time: 2001.24 ms
[2020-12-09 08:29:06 main:574] : INFO : Epoch 634 | loss: 0.0310572 | val_loss: 0.0312254 | Time: 1986.88 ms
[2020-12-09 08:29:08 main:574] : INFO : Epoch 635 | loss: 0.0310472 | val_loss: 0.0312382 | Time: 1996.07 ms
[2020-12-09 08:29:10 main:574] : INFO : Epoch 636 | loss: 0.0310557 | val_loss: 0.0312255 | Time: 1993.32 ms
[2020-12-09 08:29:13 main:574] : INFO : Epoch 637 | loss: 0.0310846 | val_loss: 0.0312237 | Time: 1996.51 ms
[2020-12-09 08:29:15 main:574] : INFO : Epoch 638 | loss: 0.031074 | val_loss: 0.031238 | Time: 2012.73 ms
[2020-12-09 08:29:17 main:574] : INFO : Epoch 639 | loss: 0.031066 | val_loss: 0.0312328 | Time: 2035.48 ms
[2020-12-09 08:29:19 main:574] : INFO : Epoch 640 | loss: 0.0310663 | val_loss: 0.0312299 | Time: 2009.77 ms
[2020-12-09 08:29:21 main:574] : INFO : Epoch 641 | loss: 0.0310608 | val_loss: 0.0312249 | Time: 2010.19 ms
[2020-12-09 08:29:23 main:574] : INFO : Epoch 642 | loss: 0.0310548 | val_loss: 0.0312485 | Time: 1996.21 ms
[2020-12-09 08:29:25 main:574] : INFO : Epoch 643 | loss: 0.0310499 | val_loss: 0.0312509 | Time: 2026.39 ms
[2020-12-09 08:29:28 main:574] : INFO : Epoch 644 | loss: 0.0310451 | val_loss: 0.0312295 | Time: 1989.92 ms
[2020-12-09 08:29:30 main:574] : INFO : Epoch 645 | loss: 0.0310508 | val_loss: 0.0312555 | Time: 2000.76 ms
[2020-12-09 08:29:32 main:574] : INFO : Epoch 646 | loss: 0.0310445 | val_loss: 0.0312395 | Time: 1990.84 ms
[2020-12-09 08:29:34 main:574] : INFO : Epoch 647 | loss: 0.0310383 | val_loss: 0.0312619 | Time: 2003 ms
[2020-12-09 08:29:36 main:574] : INFO : Epoch 648 | loss: 0.0310489 | val_loss: 0.0312199 | Time: 1988.23 ms
[2020-12-09 08:29:38 main:574] : INFO : Epoch 649 | loss: 0.0310472 | val_loss: 0.0312409 | Time: 1990.67 ms
[2020-12-09 08:29:40 main:574] : INFO : Epoch 650 | loss: 0.0310486 | val_loss: 0.0312557 | Time: 1995.54 ms
[2020-12-09 08:29:42 main:574] : INFO : Epoch 651 | loss: 0.0310425 | val_loss: 0.03127 | Time: 1991.85 ms
[2020-12-09 08:29:44 main:574] : INFO : Epoch 652 | loss: 0.0310507 | val_loss: 0.0312274 | Time: 1999.58 ms
[2020-12-09 08:29:47 main:574] : INFO : Epoch 653 | loss: 0.0310498 | val_loss: 0.0312528 | Time: 1985.81 ms
[2020-12-09 08:29:49 main:574] : INFO : Epoch 654 | loss: 0.0310511 | val_loss: 0.0312534 | Time: 1988.82 ms
[2020-12-09 08:29:51 main:574] : INFO : Epoch 655 | loss: 0.0310461 | val_loss: 0.0312326 | Time: 1994.71 ms
[2020-12-09 08:29:53 main:574] : INFO : Epoch 656 | loss: 0.0310457 | val_loss: 0.031239 | Time: 1990.94 ms
[2020-12-09 08:29:55 main:574] : INFO : Epoch 657 | loss: 0.0310494 | val_loss: 0.0312454 | Time: 2000.24 ms
[2020-12-09 08:29:57 main:574] : INFO : Epoch 658 | loss: 0.0310472 | val_loss: 0.0312417 | Time: 2022.15 ms
[2020-12-09 08:30:00 main:574] : INFO : Epoch 659 | loss: 0.0310473 | val_loss: 0.0312633 | Time: 1997.22 ms
[2020-12-09 08:30:02 main:574] : INFO : Epoch 660 | loss: 0.0310454 | val_loss: 0.0312531 | Time: 1994.48 ms
[2020-12-09 08:30:04 main:574] : INFO : Epoch 661 | loss: 0.0310442 | val_loss: 0.0312514 | Time: 1992.35 ms
[2020-12-09 08:30:06 main:574] : INFO : Epoch 662 | loss: 0.0310602 | val_loss: 0.0312217 | Time: 1992.73 ms
[2020-12-09 08:30:08 main:574] : INFO : Epoch 663 | loss: 0.0310744 | val_loss: 0.0312229 | Time: 1989.27 ms
[2020-12-09 08:30:10 main:574] : INFO : Epoch 664 | loss: 0.0310677 | val_loss: 0.0312372 | Time: 1998.76 ms
[2020-12-09 08:30:12 main:574] : INFO : Epoch 665 | loss: 0.0310585 | val_loss: 0.0312579 | Time: 1988 ms
[2020-12-09 08:30:14 main:574] : INFO : Epoch 666 | loss: 0.031054 | val_loss: 0.0312388 | Time: 1999.17 ms
[2020-12-09 08:30:16 main:574] : INFO : Epoch 667 | loss: 0.0310453 | val_loss: 0.0312441 | Time: 1999.79 ms
[2020-12-09 08:30:19 main:574] : INFO : Epoch 668 | loss: 0.031052 | val_loss: 0.0312283 | Time: 1991.63 ms
[2020-12-09 08:30:21 main:574] : INFO : Epoch 669 | loss: 0.0310543 | val_loss: 0.0312979 | Time: 1986.41 ms
[2020-12-09 08:30:23 main:574] : INFO : Epoch 670 | loss: 0.0310724 | val_loss: 0.0312141 | Time: 1986.77 ms
[2020-12-09 08:30:25 main:574] : INFO : Epoch 671 | loss: 0.0310772 | val_loss: 0.0312289 | Time: 2033.24 ms
[2020-12-09 08:30:27 main:574] : INFO : Epoch 672 | loss: 0.0310627 | val_loss: 0.031241 | Time: 1994.26 ms
[2020-12-09 08:30:29 main:574] : INFO : Epoch 673 | loss: 0.0310573 | val_loss: 0.0312183 | Time: 1997.57 ms
[2020-12-09 08:30:31 main:574] : INFO : Epoch 674 | loss: 0.0310632 | val_loss: 0.0312236 | Time: 1994.58 ms
[2020-12-09 08:30:33 main:574] : INFO : Epoch 675 | loss: 0.0310515 | val_loss: 0.031266 | Time: 1988.04 ms
[2020-12-09 08:30:36 main:574] : INFO : Epoch 676 | loss: 0.0310469 | val_loss: 0.0312301 | Time: 2007.38 ms
[2020-12-09 08:30:38 main:574] : INFO : Epoch 677 | loss: 0.0310416 | val_loss: 0.0312475 | Time: 1988.77 ms
[2020-12-09 08:30:40 main:574] : INFO : Epoch 678 | loss: 0.0310507 | val_loss: 0.031243 | Time: 1997.17 ms
[2020-12-09 08:30:42 main:574] : INFO : Epoch 679 | loss: 0.0310547 | val_loss: 0.031251 | Time: 1985.3 ms
[2020-12-09 08:30:44 main:574] : INFO : Epoch 680 | loss: 0.0310579 | val_loss: 0.0312224 | Time: 2003.12 ms
[2020-12-09 08:30:46 main:574] : INFO : Epoch 681 | loss: 0.031054 | val_loss: 0.0312425 | Time: 1986.52 ms
[2020-12-09 08:30:48 main:574] : INFO : Epoch 682 | loss: 0.0310516 | val_loss: 0.0312286 | Time: 1995.97 ms
[2020-12-09 08:30:50 main:574] : INFO : Epoch 683 | loss: 0.031051 | val_loss: 0.0312355 | Time: 1993.1 ms
[2020-12-09 08:30:52 main:574] : INFO : Epoch 684 | loss: 0.0310518 | val_loss: 0.0312212 | Time: 1989.07 ms
[2020-12-09 08:30:55 main:574] : INFO : Epoch 685 | loss: 0.0310519 | val_loss: 0.0312511 | Time: 2004.46 ms
[2020-12-09 08:30:57 main:574] : INFO : Epoch 686 | loss: 0.0310474 | val_loss: 0.0312628 | Time: 1988.86 ms
[2020-12-09 08:30:59 main:574] : INFO : Epoch 687 | loss: 0.0310615 | val_loss: 0.0312243 | Time: 1992.13 ms
[2020-12-09 08:31:01 main:574] : INFO : Epoch 688 | loss: 0.0310772 | val_loss: 0.0312507 | Time: 2001.64 ms
[2020-12-09 08:31:03 main:574] : INFO : Epoch 689 | loss: 0.0310733 | val_loss: 0.0312199 | Time: 1991.24 ms
[2020-12-09 08:31:05 main:574] : INFO : Epoch 690 | loss: 0.0310615 | val_loss: 0.0312372 | Time: 1996.59 ms
[2020-12-09 08:31:07 main:574] : INFO : Epoch 691 | loss: 0.0310574 | val_loss: 0.0312347 | Time: 1986 ms
[2020-12-09 08:31:09 main:574] : INFO : Epoch 692 | loss: 0.0310529 | val_loss: 0.031238 | Time: 1998.82 ms
[2020-12-09 08:31:11 main:574] : INFO : Epoch 693 | loss: 0.0310457 | val_loss: 0.0312577 | Time: 1987.99 ms
[2020-12-09 08:31:14 main:574] : INFO : Epoch 694 | loss: 0.0310568 | val_loss: 0.0312305 | Time: 1992.17 ms
[2020-12-09 08:31:16 main:574] : INFO : Epoch 695 | loss: 0.0310566 | val_loss: 0.0312304 | Time: 1990.8 ms
[2020-12-09 08:31:18 main:574] : INFO : Epoch 696 | loss: 0.0310451 | val_loss: 0.0312357 | Time: 1988.68 ms
[2020-12-09 08:31:20 main:574] : INFO : Epoch 697 | loss: 0.031044 | val_loss: 0.0312259 | Time: 2007.61 ms
[2020-12-09 08:31:22 main:574] : INFO : Epoch 698 | loss: 0.0310611 | val_loss: 0.0312406 | Time: 1990.21 ms
[2020-12-09 08:31:24 main:574] : INFO : Epoch 699 | loss: 0.0310677 | val_loss: 0.0312308 | Time: 1999.84 ms
[2020-12-09 08:31:26 main:574] : INFO : Epoch 700 | loss: 0.0310694 | val_loss: 0.0312283 | Time: 1989.01 ms
[2020-12-09 08:31:28 main:574] : INFO : Epoch 701 | loss: 0.0310518 | val_loss: 0.0312157 | Time: 1995.98 ms
[2020-12-09 08:31:30 main:574] : INFO : Epoch 702 | loss: 0.0310542 | val_loss: 0.0312384 | Time: 1995.83 ms
[2020-12-09 08:31:33 main:574] : INFO : Epoch 703 | loss: 0.0310588 | val_loss: 0.0312263 | Time: 1988.07 ms
[2020-12-09 08:31:35 main:574] : INFO : Epoch 704 | loss: 0.031052 | val_loss: 0.0312217 | Time: 1999.06 ms
[2020-12-09 08:31:37 main:574] : INFO : Epoch 705 | loss: 0.0310493 | val_loss: 0.0312636 | Time: 1992.37 ms
[2020-12-09 08:31:39 main:574] : INFO : Epoch 706 | loss: 0.0310516 | val_loss: 0.0312301 | Time: 1994.6 ms
[2020-12-09 08:31:41 main:574] : INFO : Epoch 707 | loss: 0.0310465 | val_loss: 0.0312485 | Time: 1990.6 ms
[2020-12-09 08:31:43 main:574] : INFO : Epoch 708 | loss: 0.0310479 | val_loss: 0.031234 | Time: 1996.61 ms
[2020-12-09 08:31:45 main:574] : INFO : Epoch 709 | loss: 0.031038 | val_loss: 0.0312304 | Time: 1999.65 ms
[2020-12-09 08:31:48 main:574] : INFO : Epoch 710 | loss: 0.031046 | val_loss: 0.0312542 | Time: 1998.66 ms
[2020-12-09 08:31:50 main:574] : INFO : Epoch 711 | loss: 0.0310434 | val_loss: 0.0312517 | Time: 1988.67 ms
[2020-12-09 08:31:52 main:574] : INFO : Epoch 712 | loss: 0.0310368 | val_loss: 0.0312293 | Time: 1991.87 ms
[2020-12-09 08:31:54 main:574] : INFO : Epoch 713 | loss: 0.0310357 | val_loss: 0.0312758 | Time: 1999.9 ms
[2020-12-09 08:31:56 main:574] : INFO : Epoch 714 | loss: 0.0310426 | val_loss: 0.0312452 | Time: 1993.45 ms
[2020-12-09 08:31:58 main:574] : INFO : Epoch 715 | loss: 0.0310375 | val_loss: 0.0312653 | Time: 1990.31 ms
[2020-12-09 08:32:00 main:574] : INFO : Epoch 716 | loss: 0.031041 | val_loss: 0.0312549 | Time: 1995.23 ms
[2020-12-09 08:32:03 main:574] : INFO : Epoch 717 | loss: 0.0310556 | val_loss: 0.0312228 | Time: 1988.7 ms
[2020-12-09 08:32:05 main:574] : INFO : Epoch 718 | loss: 0.0310562 | val_loss: 0.0312377 | Time: 1998.1 ms
[2020-12-09 08:32:07 main:574] : INFO : Epoch 719 | loss: 0.0310684 | val_loss: 0.0312143 | Time: 1984.54 ms
[2020-12-09 08:32:09 main:574] : INFO : Epoch 720 | loss: 0.0310677 | val_loss: 0.0312017 | Time: 2041.4 ms
[2020-12-09 08:32:11 main:574] : INFO : Epoch 721 | loss: 0.0310672 | val_loss: 0.0312481 | Time: 1995.86 ms
[2020-12-09 08:32:13 main:574] : INFO : Epoch 722 | loss: 0.0310531 | val_loss: 0.0312379 | Time: 1995.26 ms
[2020-12-09 08:32:15 main:574] : INFO : Epoch 723 | loss: 0.0310532 | val_loss: 0.0312515 | Time: 2001.95 ms
[2020-12-09 08:32:17 main:574] : INFO : Epoch 724 | loss: 0.0310555 | val_loss: 0.0312392 | Time: 1993.16 ms
[2020-12-09 08:32:19 main:574] : INFO : Epoch 725 | loss: 0.0310529 | val_loss: 0.0312358 | Time: 2000.69 ms
[2020-12-09 08:32:22 main:574] : INFO : Epoch 726 | loss: 0.0310449 | val_loss: 0.0312618 | Time: 1988.96 ms
[2020-12-09 08:32:24 main:574] : INFO : Epoch 727 | loss: 0.0310435 | val_loss: 0.0312287 | Time: 2022.41 ms
[2020-12-09 08:32:26 main:574] : INFO : Epoch 728 | loss: 0.0310484 | val_loss: 0.031237 | Time: 2007.5 ms
[2020-12-09 08:32:28 main:574] : INFO : Epoch 729 | loss: 0.0310566 | val_loss: 0.0312246 | Time: 1990.28 ms
[2020-12-09 08:32:30 main:574] : INFO : Epoch 730 | loss: 0.0310469 | val_loss: 0.0312572 | Time: 1996.18 ms
[2020-12-09 08:32:32 main:574] : INFO : Epoch 731 | loss: 0.031068 | val_loss: 0.0312295 | Time: 1988.73 ms
[2020-12-09 08:32:34 main:574] : INFO : Epoch 732 | loss: 0.0310662 | val_loss: 0.0312316 | Time: 2005.24 ms
[2020-12-09 08:32:36 main:574] : INFO : Epoch 733 | loss: 0.0310544 | val_loss: 0.0312345 | Time: 2003 ms
[2020-12-09 08:32:38 main:574] : INFO : Epoch 734 | loss: 0.0310476 | val_loss: 0.0312379 | Time: 1990.77 ms
[2020-12-09 08:32:40 main:574] : INFO : Epoch 735 | loss: 0.0310415 | val_loss: 0.0312267 | Time: 1995.85 ms
[2020-12-09 08:32:43 main:574] : INFO : Epoch 736 | loss: 0.0310425 | val_loss: 0.0312615 | Time: 1999.25 ms
[2020-12-09 08:32:45 main:574] : INFO : Epoch 737 | loss: 0.0310484 | val_loss: 0.0312273 | Time: 1999.56 ms
[2020-12-09 08:32:47 main:574] : INFO : Epoch 738 | loss: 0.031045 | val_loss: 0.0312764 | Time: 1993.49 ms
[2020-12-09 08:32:49 main:574] : INFO : Epoch 739 | loss: 0.0310353 | val_loss: 0.0312568 | Time: 1990.78 ms
[2020-12-09 08:32:51 main:574] : INFO : Epoch 740 | loss: 0.031038 | val_loss: 0.0312596 | Time: 1993.86 ms
[2020-12-09 08:32:53 main:574] : INFO : Epoch 741 | loss: 0.0310314 | val_loss: 0.031264 | Time: 1989.56 ms
[2020-12-09 08:32:55 main:574] : INFO : Epoch 742 | loss: 0.0310353 | val_loss: 0.0312423 | Time: 1996.71 ms
[2020-12-09 08:32:57 main:574] : INFO : Epoch 743 | loss: 0.0310368 | val_loss: 0.0312267 | Time: 2021.71 ms
[2020-12-09 08:32:59 main:574] : INFO : Epoch 744 | loss: 0.0310476 | val_loss: 0.0312628 | Time: 1991.12 ms
[2020-12-09 08:33:01 main:574] : INFO : Epoch 745 | loss: 0.0310424 | val_loss: 0.0312449 | Time: 1998.25 ms
[2020-12-09 08:33:04 main:574] : INFO : Epoch 746 | loss: 0.0310419 | val_loss: 0.0312415 | Time: 2022.06 ms
[2020-12-09 08:33:06 main:574] : INFO : Epoch 747 | loss: 0.0310479 | val_loss: 0.0312219 | Time: 1989.43 ms
[2020-12-09 08:33:08 main:574] : INFO : Epoch 748 | loss: 0.0310388 | val_loss: 0.0312438 | Time: 2029.48 ms
[2020-12-09 08:33:10 main:574] : INFO : Epoch 749 | loss: 0.0310422 | val_loss: 0.0312709 | Time: 1990.26 ms
[2020-12-09 08:33:12 main:574] : INFO : Epoch 750 | loss: 0.0310586 | val_loss: 0.0312365 | Time: 1997.03 ms
[2020-12-09 08:33:14 main:574] : INFO : Epoch 751 | loss: 0.0310508 | val_loss: 0.0312337 | Time: 1996.18 ms
[2020-12-09 08:33:16 main:574] : INFO : Epoch 752 | loss: 0.0310529 | val_loss: 0.0312297 | Time: 1988.93 ms
[2020-12-09 08:33:18 main:574] : INFO : Epoch 753 | loss: 0.0310559 | val_loss: 0.0312293 | Time: 1988.93 ms
[2020-12-09 08:33:20 main:574] : INFO : Epoch 754 | loss: 0.0310963 | val_loss: 0.0312223 | Time: 1991.48 ms
[2020-12-09 08:33:23 main:574] : INFO : Epoch 755 | loss: 0.0310861 | val_loss: 0.0312265 | Time: 1994.27 ms
[2020-12-09 08:33:25 main:574] : INFO : Epoch 756 | loss: 0.0310688 | val_loss: 0.0312356 | Time: 2000.88 ms
[2020-12-09 08:33:27 main:574] : INFO : Epoch 757 | loss: 0.0310597 | val_loss: 0.0312156 | Time: 1990.38 ms
[2020-12-09 08:33:29 main:574] : INFO : Epoch 758 | loss: 0.0310565 | val_loss: 0.0312456 | Time: 1999.05 ms
[2020-12-09 08:33:31 main:574] : INFO : Epoch 759 | loss: 0.0310574 | val_loss: 0.0312431 | Time: 1993.45 ms
[2020-12-09 08:33:33 main:574] : INFO : Epoch 760 | loss: 0.031052 | val_loss: 0.031235 | Time: 1990.93 ms
[2020-12-09 08:33:35 main:574] : INFO : Epoch 761 | loss: 0.0310528 | val_loss: 0.03125 | Time: 1998.8 ms
[2020-12-09 08:33:37 main:574] : INFO : Epoch 762 | loss: 0.0310432 | val_loss: 0.0312501 | Time: 1986.88 ms
[2020-12-09 08:33:39 main:574] : INFO : Epoch 763 | loss: 0.0310453 | val_loss: 0.0312464 | Time: 1997.07 ms
[2020-12-09 08:33:41 main:574] : INFO : Epoch 764 | loss: 0.0310527 | val_loss: 0.0312036 | Time: 1992.9 ms
[2020-12-09 08:33:44 main:574] : INFO : Epoch 765 | loss: 0.0310501 | val_loss: 0.0312643 | Time: 2003.24 ms
[2020-12-09 08:33:46 main:574] : INFO : Epoch 766 | loss: 0.0310462 | val_loss: 0.0312344 | Time: 1996.53 ms
[2020-12-09 08:33:48 main:574] : INFO : Epoch 767 | loss: 0.0310533 | val_loss: 0.0312802 | Time: 2021.49 ms
[2020-12-09 08:33:50 main:574] : INFO : Epoch 768 | loss: 0.0310528 | val_loss: 0.0312367 | Time: 1994.64 ms
[2020-12-09 08:33:52 main:574] : INFO : Epoch 769 | loss: 0.0310577 | val_loss: 0.0312524 | Time: 1990.6 ms
[2020-12-09 08:33:54 main:574] : INFO : Epoch 770 | loss: 0.0310482 | val_loss: 0.031248 | Time: 1995.23 ms
[2020-12-09 08:33:56 main:574] : INFO : Epoch 771 | loss: 0.0310519 | val_loss: 0.0312174 | Time: 1994.94 ms
[2020-12-09 08:33:58 main:574] : INFO : Epoch 772 | loss: 0.0310768 | val_loss: 0.0312179 | Time: 1988.97 ms
[2020-12-09 08:34:01 main:574] : INFO : Epoch 773 | loss: 0.0310632 | val_loss: 0.0312247 | Time: 1999.96 ms
[2020-12-09 08:34:03 main:574] : INFO : Epoch 774 | loss: 0.0310492 | val_loss: 0.0312438 | Time: 1992.42 ms
[2020-12-09 08:34:05 main:574] : INFO : Epoch 775 | loss: 0.0310424 | val_loss: 0.0312551 | Time: 1994.56 ms
[2020-12-09 08:34:07 main:574] : INFO : Epoch 776 | loss: 0.0310398 | val_loss: 0.0312455 | Time: 1985.09 ms
[2020-12-09 08:34:09 main:574] : INFO : Epoch 777 | loss: 0.0310603 | val_loss: 0.0312122 | Time: 1986.51 ms
[2020-12-09 08:34:11 main:574] : INFO : Epoch 778 | loss: 0.0310594 | val_loss: 0.0312435 | Time: 1983.43 ms
[2020-12-09 08:34:13 main:574] : INFO : Epoch 779 | loss: 0.0310482 | val_loss: 0.0312377 | Time: 1984.72 ms
[2020-12-09 08:34:15 main:574] : INFO : Epoch 780 | loss: 0.0310456 | val_loss: 0.0312358 | Time: 1998.85 ms
[2020-12-09 08:34:17 main:574] : INFO : Epoch 781 | loss: 0.031041 | val_loss: 0.0312554 | Time: 1993.74 ms
[2020-12-09 08:34:19 main:574] : INFO : Epoch 782 | loss: 0.0310359 | val_loss: 0.031264 | Time: 1992.55 ms
[2020-12-09 08:34:21 main:574] : INFO : Epoch 783 | loss: 0.0310367 | val_loss: 0.0312231 | Time: 1995.38 ms
[2020-12-09 08:34:23 main:574] : INFO : Epoch 784 | loss: 0.0310397 | val_loss: 0.0312603 | Time: 2006.51 ms
[2020-12-09 08:34:26 main:574] : INFO : Epoch 785 | loss: 0.0310663 | val_loss: 0.0312067 | Time: 1989.77 ms
[2020-12-09 08:34:28 main:574] : INFO : Epoch 786 | loss: 0.0310755 | val_loss: 0.0312364 | Time: 1990.15 ms
[2020-12-09 08:34:30 main:574] : INFO : Epoch 787 | loss: 0.0310554 | val_loss: 0.0312323 | Time: 1993.09 ms
[2020-12-09 08:34:32 main:574] : INFO : Epoch 788 | loss: 0.0310489 | val_loss: 0.0312286 | Time: 1991.05 ms
[2020-12-09 08:34:34 main:574] : INFO : Epoch 789 | loss: 0.031057 | val_loss: 0.0312408 | Time: 1995.43 ms
[2020-12-09 08:34:36 main:574] : INFO : Epoch 790 | loss: 0.0310487 | val_loss: 0.0312561 | Time: 1992 ms
[2020-12-09 08:34:38 main:574] : INFO : Epoch 791 | loss: 0.0310427 | val_loss: 0.0312273 | Time: 1986.4 ms
[2020-12-09 08:34:40 main:574] : INFO : Epoch 792 | loss: 0.0310404 | val_loss: 0.0312324 | Time: 1998.99 ms
[2020-12-09 08:34:42 main:574] : INFO : Epoch 793 | loss: 0.0310416 | val_loss: 0.0312366 | Time: 2021.33 ms
[2020-12-09 08:34:44 main:574] : INFO : Epoch 794 | loss: 0.0310389 | val_loss: 0.03124 | Time: 2011.47 ms
[2020-12-09 08:34:47 main:574] : INFO : Epoch 795 | loss: 0.0310445 | val_loss: 0.0312526 | Time: 1988 ms
[2020-12-09 08:34:49 main:574] : INFO : Epoch 796 | loss: 0.0310951 | val_loss: 0.0312295 | Time: 1984.38 ms
[2020-12-09 08:34:51 main:574] : INFO : Epoch 797 | loss: 0.0310918 | val_loss: 0.0312304 | Time: 1993.78 ms
[2020-12-09 08:34:53 main:574] : INFO : Epoch 798 | loss: 0.0310616 | val_loss: 0.0312274 | Time: 1996.46 ms
[2020-12-09 08:34:55 main:574] : INFO : Epoch 799 | loss: 0.0310545 | val_loss: 0.0312395 | Time: 2016.01 ms
[2020-12-09 08:34:57 main:574] : INFO : Epoch 800 | loss: 0.0310544 | val_loss: 0.0312534 | Time: 2002.7 ms
[2020-12-09 08:34:59 main:574] : INFO : Epoch 801 | loss: 0.0310502 | val_loss: 0.031238 | Time: 1992.96 ms
[2020-12-09 08:35:01 main:574] : INFO : Epoch 802 | loss: 0.0310413 | val_loss: 0.0312347 | Time: 1994.99 ms
[2020-12-09 08:35:03 main:574] : INFO : Epoch 803 | loss: 0.0310674 | val_loss: 0.0312377 | Time: 1993.56 ms
[2020-12-09 08:35:05 main:574] : INFO : Epoch 804 | loss: 0.0310537 | val_loss: 0.0312334 | Time: 1995.14 ms
[2020-12-09 08:35:08 main:574] : INFO : Epoch 805 | loss: 0.0310526 | val_loss: 0.0312459 | Time: 1994.07 ms
[2020-12-09 08:35:10 main:574] : INFO : Epoch 806 | loss: 0.0310464 | val_loss: 0.0312377 | Time: 2000.57 ms
[2020-12-09 08:35:12 main:574] : INFO : Epoch 807 | loss: 0.0310513 | val_loss: 0.0312419 | Time: 1989.79 ms
[2020-12-09 08:35:14 main:574] : INFO : Epoch 808 | loss: 0.0310747 | val_loss: 0.0312238 | Time: 1989.99 ms
[2020-12-09 08:35:16 main:574] : INFO : Epoch 809 | loss: 0.0310581 | val_loss: 0.0312384 | Time: 1990.36 ms
[2020-12-09 08:35:18 main:574] : INFO : Epoch 810 | loss: 0.0310456 | val_loss: 0.0312561 | Time: 1999.91 ms
[2020-12-09 08:35:20 main:574] : INFO : Epoch 811 | loss: 0.0310384 | val_loss: 0.0312635 | Time: 2007.67 ms
[2020-12-09 08:35:22 main:574] : INFO : Epoch 812 | loss: 0.0310312 | val_loss: 0.0312584 | Time: 1988.39 ms
[2020-12-09 08:35:24 main:574] : INFO : Epoch 813 | loss: 0.031034 | val_loss: 0.0312674 | Time: 2009.93 ms
[2020-12-09 08:35:26 main:574] : INFO : Epoch 814 | loss: 0.0310373 | val_loss: 0.0312321 | Time: 1994.04 ms
[2020-12-09 08:35:29 main:574] : INFO : Epoch 815 | loss: 0.031034 | val_loss: 0.0312319 | Time: 1989.35 ms
[2020-12-09 08:35:31 main:574] : INFO : Epoch 816 | loss: 0.0310456 | val_loss: 0.0312418 | Time: 1998.33 ms
[2020-12-09 08:35:33 main:574] : INFO : Epoch 817 | loss: 0.0310511 | val_loss: 0.0312184 | Time: 2000.92 ms
[2020-12-09 08:35:35 main:574] : INFO : Epoch 818 | loss: 0.0310503 | val_loss: 0.031257 | Time: 2014.3 ms
[2020-12-09 08:35:37 main:574] : INFO : Epoch 819 | loss: 0.0310447 | val_loss: 0.0312378 | Time: 1989.1 ms
[2020-12-09 08:35:39 main:574] : INFO : Epoch 820 | loss: 0.0310408 | val_loss: 0.0312668 | Time: 1995.05 ms
[2020-12-09 08:35:41 main:574] : INFO : Epoch 821 | loss: 0.0310384 | val_loss: 0.0312638 | Time: 2005.92 ms
[2020-12-09 08:35:43 main:574] : INFO : Epoch 822 | loss: 0.031042 | val_loss: 0.0312497 | Time: 1983.44 ms
[2020-12-09 08:35:45 main:574] : INFO : Epoch 823 | loss: 0.0310429 | val_loss: 0.0312331 | Time: 2002.04 ms
[2020-12-09 08:35:48 main:574] : INFO : Epoch 824 | loss: 0.0310429 | val_loss: 0.0312564 | Time: 1991.53 ms
[2020-12-09 08:35:50 main:574] : INFO : Epoch 825 | loss: 0.0310541 | val_loss: 0.0312208 | Time: 1994.71 ms
[2020-12-09 08:35:52 main:574] : INFO : Epoch 826 | loss: 0.031051 | val_loss: 0.0312507 | Time: 1995.27 ms
[2020-12-09 08:35:54 main:574] : INFO : Epoch 827 | loss: 0.031044 | val_loss: 0.0312338 | Time: 1999.77 ms
[2020-12-09 08:35:56 main:574] : INFO : Epoch 828 | loss: 0.0310436 | val_loss: 0.0312247 | Time: 2008.4 ms
[2020-12-09 08:35:58 main:574] : INFO : Epoch 829 | loss: 0.0310408 | val_loss: 0.031248 | Time: 1988.98 ms
[2020-12-09 08:36:00 main:574] : INFO : Epoch 830 | loss: 0.0310414 | val_loss: 0.0312372 | Time: 1994.17 ms
[2020-12-09 08:36:02 main:574] : INFO : Epoch 831 | loss: 0.03104 | val_loss: 0.0312259 | Time: 1993.72 ms
[2020-12-09 08:36:04 main:574] : INFO : Epoch 832 | loss: 0.0310454 | val_loss: 0.0312427 | Time: 2006.9 ms
[2020-12-09 08:36:06 main:574] : INFO : Epoch 833 | loss: 0.0310492 | val_loss: 0.0312333 | Time: 2002.27 ms
[2020-12-09 08:36:08 main:574] : INFO : Epoch 834 | loss: 0.0310382 | val_loss: 0.0312291 | Time: 1999.96 ms
[2020-12-09 08:36:11 main:574] : INFO : Epoch 835 | loss: 0.0310441 | val_loss: 0.0312433 | Time: 1990.97 ms
[2020-12-09 08:36:13 main:574] : INFO : Epoch 836 | loss: 0.031053 | val_loss: 0.0312539 | Time: 2023.68 ms
[2020-12-09 08:36:15 main:574] : INFO : Epoch 837 | loss: 0.0310454 | val_loss: 0.0312642 | Time: 2009.64 ms
[2020-12-09 08:36:17 main:574] : INFO : Epoch 838 | loss: 0.0310457 | val_loss: 0.0312246 | Time: 1999.56 ms
[2020-12-09 08:36:19 main:574] : INFO : Epoch 839 | loss: 0.0310428 | val_loss: 0.0312276 | Time: 1997.71 ms
[2020-12-09 08:36:21 main:574] : INFO : Epoch 840 | loss: 0.031047 | val_loss: 0.0312386 | Time: 1996.76 ms
[2020-12-09 08:36:23 main:574] : INFO : Epoch 841 | loss: 0.0310485 | val_loss: 0.0312298 | Time: 2003.83 ms
[2020-12-09 08:36:25 main:574] : INFO : Epoch 842 | loss: 0.0310475 | val_loss: 0.0312451 | Time: 1997.14 ms
[2020-12-09 08:36:28 main:574] : INFO : Epoch 843 | loss: 0.0310506 | val_loss: 0.0312484 | Time: 1990.47 ms
[2020-12-09 08:36:30 main:574] : INFO : Epoch 844 | loss: 0.0310472 | val_loss: 0.0312557 | Time: 1987.57 ms
[2020-12-09 08:36:32 main:574] : INFO : Epoch 845 | loss: 0.0310515 | val_loss: 0.0312267 | Time: 1995.46 ms
[2020-12-09 08:36:34 main:574] : INFO : Epoch 846 | loss: 0.0310484 | val_loss: 0.0312316 | Time: 2014.34 ms
[2020-12-09 08:36:36 main:574] : INFO : Epoch 847 | loss: 0.0310454 | val_loss: 0.0312462 | Time: 1995.84 ms
[2020-12-09 08:36:38 main:574] : INFO : Epoch 848 | loss: 0.0310389 | val_loss: 0.0312691 | Time: 1988.68 ms
[2020-12-09 08:36:40 main:574] : INFO : Epoch 849 | loss: 0.0310397 | val_loss: 0.0312288 | Time: 2001 ms
[2020-12-09 08:36:42 main:574] : INFO : Epoch 850 | loss: 0.0310549 | val_loss: 0.0312824 | Time: 1994.77 ms
[2020-12-09 08:36:44 main:574] : INFO : Epoch 851 | loss: 0.0310583 | val_loss: 0.0312527 | Time: 1996.83 ms
[2020-12-09 08:36:46 main:574] : INFO : Epoch 852 | loss: 0.0310624 | val_loss: 0.0312472 | Time: 2007.13 ms
[2020-12-09 08:36:48 main:574] : INFO : Epoch 853 | loss: 0.0310475 | val_loss: 0.0312397 | Time: 1986.16 ms
[2020-12-09 08:36:51 main:574] : INFO : Epoch 854 | loss: 0.031049 | val_loss: 0.0312297 | Time: 2005.89 ms
[2020-12-09 08:36:53 main:574] : INFO : Epoch 855 | loss: 0.0310421 | val_loss: 0.0312556 | Time: 1992.94 ms
[2020-12-09 08:36:55 main:574] : INFO : Epoch 856 | loss: 0.0310524 | val_loss: 0.0312432 | Time: 1996.76 ms
[2020-12-09 08:36:57 main:574] : INFO : Epoch 857 | loss: 0.0310492 | val_loss: 0.0312209 | Time: 1991.15 ms
[2020-12-09 08:36:59 main:574] : INFO : Epoch 858 | loss: 0.03104 | val_loss: 0.0312858 | Time: 1990.65 ms
[2020-12-09 08:37:01 main:574] : INFO : Epoch 859 | loss: 0.0310474 | val_loss: 0.0312487 | Time: 1990.25 ms
[2020-12-09 08:37:03 main:574] : INFO : Epoch 860 | loss: 0.0310435 | val_loss: 0.0312591 | Time: 2007.8 ms
[2020-12-09 08:37:06 main:574] : INFO : Epoch 861 | loss: 0.0310407 | val_loss: 0.0312242 | Time: 1989.55 ms
[2020-12-09 08:37:08 main:574] : INFO : Epoch 862 | loss: 0.0310427 | val_loss: 0.0312479 | Time: 1988.2 ms
[2020-12-09 08:37:10 main:574] : INFO : Epoch 863 | loss: 0.0310454 | val_loss: 0.0312323 | Time: 1993.04 ms
[2020-12-09 08:37:12 main:574] : INFO : Epoch 864 | loss: 0.0310408 | val_loss: 0.0312254 | Time: 1990.77 ms
[2020-12-09 08:37:14 main:574] : INFO : Epoch 865 | loss: 0.0310539 | val_loss: 0.0312415 | Time: 1988.84 ms
[2020-12-09 08:37:16 main:574] : INFO : Epoch 866 | loss: 0.0310527 | val_loss: 0.0312187 | Time: 1990.48 ms
[2020-12-09 08:37:18 main:574] : INFO : Epoch 867 | loss: 0.0310515 | val_loss: 0.0312211 | Time: 2000.9 ms
[2020-12-09 08:37:20 main:574] : INFO : Epoch 868 | loss: 0.0310528 | val_loss: 0.0312668 | Time: 1987.83 ms
[2020-12-09 08:37:22 main:574] : INFO : Epoch 869 | loss: 0.0310423 | val_loss: 0.0312373 | Time: 1994.5 ms
[2020-12-09 08:37:24 main:574] : INFO : Epoch 870 | loss: 0.0310443 | val_loss: 0.0312565 | Time: 1990.95 ms
[2020-12-09 08:37:26 main:574] : INFO : Epoch 871 | loss: 0.0310719 | val_loss: 0.0312381 | Time: 1995.92 ms
[2020-12-09 08:37:28 main:574] : INFO : Epoch 872 | loss: 0.0310631 | val_loss: 0.0312279 | Time: 1985.84 ms
[2020-12-09 08:37:31 main:574] : INFO : Epoch 873 | loss: 0.0310572 | val_loss: 0.0312389 | Time: 1987.47 ms
[2020-12-09 08:37:33 main:574] : INFO : Epoch 874 | loss: 0.0310552 | val_loss: 0.0312233 | Time: 1988.35 ms
[2020-12-09 08:37:35 main:574] : INFO : Epoch 875 | loss: 0.0310693 | val_loss: 0.0312114 | Time: 1996.21 ms
[2020-12-09 08:37:37 main:574] : INFO : Epoch 876 | loss: 0.0310615 | val_loss: 0.0312501 | Time: 1994.24 ms
[2020-12-09 08:37:39 main:574] : INFO : Epoch 877 | loss: 0.0310483 | val_loss: 0.0312527 | Time: 1999.05 ms
[2020-12-09 08:37:41 main:574] : INFO : Epoch 878 | loss: 0.0310434 | val_loss: 0.0312143 | Time: 1991.94 ms
[2020-12-09 08:37:43 main:574] : INFO : Epoch 879 | loss: 0.0310452 | val_loss: 0.0312722 | Time: 2003.13 ms
[2020-12-09 08:37:45 main:574] : INFO : Epoch 880 | loss: 0.0310455 | val_loss: 0.0312356 | Time: 2003.46 ms
[2020-12-09 08:37:47 main:574] : INFO : Epoch 881 | loss: 0.0310467 | val_loss: 0.031244 | Time: 1995.19 ms
[2020-12-09 08:37:49 main:574] : INFO : Epoch 882 | loss: 0.0310396 | val_loss: 0.0312669 | Time: 1988.39 ms
[2020-12-09 08:37:51 main:574] : INFO : Epoch 883 | loss: 0.0310365 | val_loss: 0.0312443 | Time: 1995.47 ms
[2020-12-09 08:37:54 main:574] : INFO : Epoch 884 | loss: 0.0310403 | val_loss: 0.0312685 | Time: 2005.58 ms
[2020-12-09 08:37:56 main:574] : INFO : Epoch 885 | loss: 0.0310697 | val_loss: 0.0312219 | Time: 1994.16 ms
[2020-12-09 08:37:58 main:574] : INFO : Epoch 886 | loss: 0.0310606 | val_loss: 0.0312319 | Time: 2001.43 ms
[2020-12-09 08:38:00 main:574] : INFO : Epoch 887 | loss: 0.0310416 | val_loss: 0.0312419 | Time: 1994.71 ms
[2020-12-09 08:38:02 main:574] : INFO : Epoch 888 | loss: 0.0310402 | val_loss: 0.0312612 | Time: 1994.49 ms
[2020-12-09 08:38:04 main:574] : INFO : Epoch 889 | loss: 0.0310332 | val_loss: 0.0312402 | Time: 1998.95 ms
[2020-12-09 08:38:06 main:574] : INFO : Epoch 890 | loss: 0.0310344 | val_loss: 0.0312379 | Time: 1994.91 ms
[2020-12-09 08:38:08 main:574] : INFO : Epoch 891 | loss: 0.0310319 | val_loss: 0.0312304 | Time: 1988.92 ms
[2020-12-09 08:38:10 main:574] : INFO : Epoch 892 | loss: 0.0310391 | val_loss: 0.0312442 | Time: 1997.22 ms
[2020-12-09 08:38:12 main:574] : INFO : Epoch 893 | loss: 0.0310398 | val_loss: 0.0312681 | Time: 1992.44 ms
[2020-12-09 08:38:14 main:574] : INFO : Epoch 894 | loss: 0.0310506 | val_loss: 0.0312209 | Time: 2010.69 ms
[2020-12-09 08:38:16 main:574] : INFO : Epoch 895 | loss: 0.0310619 | val_loss: 0.0312116 | Time: 1990.49 ms
[2020-12-09 08:38:18 main:574] : INFO : Epoch 896 | loss: 0.0311047 | val_loss: 0.0311921 | Time: 1992.66 ms
[2020-12-09 08:38:21 main:574] : INFO : Epoch 897 | loss: 0.031102 | val_loss: 0.0311962 | Time: 1989.08 ms
[2020-12-09 08:38:23 main:574] : INFO : Epoch 898 | loss: 0.0310916 | val_loss: 0.0312082 | Time: 1990.16 ms
[2020-12-09 08:38:25 main:574] : INFO : Epoch 899 | loss: 0.0310774 | val_loss: 0.0312143 | Time: 1991.5 ms
[2020-12-09 08:38:27 main:574] : INFO : Epoch 900 | loss: 0.0310596 | val_loss: 0.0312328 | Time: 1989.14 ms
[2020-12-09 08:38:29 main:574] : INFO : Epoch 901 | loss: 0.0310492 | val_loss: 0.0312367 | Time: 1991.59 ms
[2020-12-09 08:38:31 main:574] : INFO : Epoch 902 | loss: 0.0310474 | val_loss: 0.0312243 | Time: 1986.29 ms
[2020-12-09 08:38:33 main:574] : INFO : Epoch 903 | loss: 0.0310546 | val_loss: 0.031195 | Time: 2004.64 ms
[2020-12-09 08:38:36 main:574] : INFO : Epoch 904 | loss: 0.0311033 | val_loss: 0.0311947 | Time: 1992.24 ms
[2020-12-09 08:38:38 main:574] : INFO : Epoch 905 | loss: 0.0310931 | val_loss: 0.0311889 | Time: 2077.23 ms
[2020-12-09 08:38:40 main:574] : INFO : Epoch 906 | loss: 0.0310792 | val_loss: 0.0312182 | Time: 1992.11 ms
[2020-12-09 08:38:42 main:574] : INFO : Epoch 907 | loss: 0.0310676 | val_loss: 0.0312331 | Time: 1988.55 ms
[2020-12-09 08:38:44 main:574] : INFO : Epoch 908 | loss: 0.0310597 | val_loss: 0.0312402 | Time: 1990.76 ms
[2020-12-09 08:38:46 main:574] : INFO : Epoch 909 | loss: 0.0310628 | val_loss: 0.031216 | Time: 1992.1 ms
[2020-12-09 08:38:48 main:574] : INFO : Epoch 910 | loss: 0.0310524 | val_loss: 0.0312322 | Time: 2019.02 ms
[2020-12-09 08:38:50 main:574] : INFO : Epoch 911 | loss: 0.0310416 | val_loss: 0.031218 | Time: 1994.44 ms
[2020-12-09 08:38:52 main:574] : INFO : Epoch 912 | loss: 0.0310488 | val_loss: 0.031251 | Time: 1991.85 ms
[2020-12-09 08:38:54 main:574] : INFO : Epoch 913 | loss: 0.0310504 | val_loss: 0.031231 | Time: 1996.32 ms
[2020-12-09 08:38:56 main:574] : INFO : Epoch 914 | loss: 0.0310649 | val_loss: 0.0312151 | Time: 1995.12 ms
[2020-12-09 08:38:58 main:574] : INFO : Epoch 915 | loss: 0.0310653 | val_loss: 0.0312073 | Time: 2016.84 ms
[2020-12-09 08:39:01 main:574] : INFO : Epoch 916 | loss: 0.0310955 | val_loss: 0.0312224 | Time: 1992.24 ms
[2020-12-09 08:39:03 main:574] : INFO : Epoch 917 | loss: 0.0310754 | val_loss: 0.0312211 | Time: 1988.47 ms
[2020-12-09 08:39:05 main:574] : INFO : Epoch 918 | loss: 0.0310613 | val_loss: 0.0312508 | Time: 2008.53 ms
[2020-12-09 08:39:07 main:574] : INFO : Epoch 919 | loss: 0.0310527 | val_loss: 0.0312479 | Time: 1984.87 ms
[2020-12-09 08:39:09 main:574] : INFO : Epoch 920 | loss: 0.0310487 | val_loss: 0.0312338 | Time: 1998.9 ms
[2020-12-09 08:39:12 main:574] : INFO : Epoch 921 | loss: 0.0310403 | val_loss: 0.0312495 | Time: 1992.63 ms
[2020-12-09 08:39:14 main:574] : INFO : Epoch 922 | loss: 0.0310336 | val_loss: 0.0312668 | Time: 2018.37 ms
[2020-12-09 08:39:16 main:574] : INFO : Epoch 923 | loss: 0.0310372 | val_loss: 0.0312517 | Time: 1992.31 ms
[2020-12-09 08:39:18 main:574] : INFO : Epoch 924 | loss: 0.0310401 | val_loss: 0.0312238 | Time: 2024.35 ms
[2020-12-09 08:39:20 main:574] : INFO : Epoch 925 | loss: 0.031042 | val_loss: 0.0312675 | Time: 2003.38 ms
[2020-12-09 08:39:22 main:574] : INFO : Epoch 926 | loss: 0.0310449 | val_loss: 0.0312599 | Time: 1986.94 ms
[2020-12-09 08:39:24 main:574] : INFO : Epoch 927 | loss: 0.0310401 | val_loss: 0.0312608 | Time: 2008.01 ms
[2020-12-09 08:39:26 main:574] : INFO : Epoch 928 | loss: 0.0310415 | val_loss: 0.0312383 | Time: 2026.56 ms
[2020-12-09 08:39:28 main:574] : INFO : Epoch 929 | loss: 0.031038 | val_loss: 0.0312387 | Time: 1994.2 ms
[2020-12-09 08:39:31 main:574] : INFO : Epoch 930 | loss: 0.0310369 | val_loss: 0.031219 | Time: 2037.67 ms
[2020-12-09 08:39:33 main:574] : INFO : Epoch 931 | loss: 0.0310425 | val_loss: 0.0312503 | Time: 1996.67 ms
[2020-12-09 08:39:35 main:574] : INFO : Epoch 932 | loss: 0.0310536 | val_loss: 0.0312248 | Time: 2026.49 ms
[2020-12-09 08:39:37 main:574] : INFO : Epoch 933 | loss: 0.0310648 | val_loss: 0.031201 | Time: 1994.74 ms
[2020-12-09 08:39:39 main:574] : INFO : Epoch 934 | loss: 0.0310692 | val_loss: 0.0312349 | Time: 1991.66 ms
[2020-12-09 08:39:41 main:574] : INFO : Epoch 935 | loss: 0.0310563 | val_loss: 0.0312502 | Time: 1999.88 ms
[2020-12-09 08:39:43 main:574] : INFO : Epoch 936 | loss: 0.0310457 | val_loss: 0.0312494 | Time: 1993.42 ms
[2020-12-09 08:39:46 main:574] : INFO : Epoch 937 | loss: 0.0310331 | val_loss: 0.0312491 | Time: 1990.71 ms
[2020-12-09 08:39:48 main:574] : INFO : Epoch 938 | loss: 0.0310371 | val_loss: 0.0312361 | Time: 1987.12 ms
[2020-12-09 08:39:50 main:574] : INFO : Epoch 939 | loss: 0.0310403 | val_loss: 0.0312614 | Time: 1984.77 ms
[2020-12-09 08:39:52 main:574] : INFO : Epoch 940 | loss: 0.0311039 | val_loss: 0.0312138 | Time: 1987.8 ms
[2020-12-09 08:39:54 main:574] : INFO : Epoch 941 | loss: 0.0311127 | val_loss: 0.0312143 | Time: 2011.67 ms
[2020-12-09 08:39:56 main:574] : INFO : Epoch 942 | loss: 0.0311003 | val_loss: 0.0312162 | Time: 1989.22 ms
[2020-12-09 08:39:58 main:574] : INFO : Epoch 943 | loss: 0.0310867 | val_loss: 0.031222 | Time: 1994.37 ms
[2020-12-09 08:40:00 main:574] : INFO : Epoch 944 | loss: 0.0310728 | val_loss: 0.0312262 | Time: 1992.15 ms
[2020-12-09 08:40:02 main:574] : INFO : Epoch 945 | loss: 0.0310607 | val_loss: 0.0312233 | Time: 1998.86 ms
[2020-12-09 08:40:04 main:574] : INFO : Epoch 946 | loss: 0.0310546 | val_loss: 0.0312478 | Time: 2008.31 ms
[2020-12-09 08:40:07 main:574] : INFO : Epoch 947 | loss: 0.0310575 | val_loss: 0.0312259 | Time: 1978.97 ms
[2020-12-09 08:40:09 main:574] : INFO : Epoch 948 | loss: 0.0310495 | val_loss: 0.0312304 | Time: 2025.45 ms
[2020-12-09 08:40:11 main:574] : INFO : Epoch 949 | loss: 0.0310473 | val_loss: 0.0312219 | Time: 1992.88 ms
[2020-12-09 08:40:13 main:574] : INFO : Epoch 950 | loss: 0.0310424 | val_loss: 0.0312632 | Time: 1994.9 ms
[2020-12-09 08:40:15 main:574] : INFO : Epoch 951 | loss: 0.0310383 | val_loss: 0.0312403 | Time: 1993.55 ms
[2020-12-09 08:40:17 main:574] : INFO : Epoch 952 | loss: 0.0310404 | val_loss: 0.0312378 | Time: 1997.2 ms
[2020-12-09 08:40:19 main:574] : INFO : Epoch 953 | loss: 0.0310392 | val_loss: 0.0312338 | Time: 1994.33 ms
[2020-12-09 08:40:21 main:574] : INFO : Epoch 954 | loss: 0.0310355 | val_loss: 0.0312433 | Time: 2016.52 ms
[2020-12-09 08:40:23 main:574] : INFO : Epoch 955 | loss: 0.0310282 | val_loss: 0.0312548 | Time: 1999.54 ms
[2020-12-09 08:40:26 main:574] : INFO : Epoch 956 | loss: 0.0310322 | val_loss: 0.0312363 | Time: 2003.41 ms
[2020-12-09 08:40:28 main:574] : INFO : Epoch 957 | loss: 0.0310529 | val_loss: 0.0312413 | Time: 1987.68 ms
[2020-12-09 08:40:30 main:574] : INFO : Epoch 958 | loss: 0.0310481 | val_loss: 0.0312497 | Time: 1987.71 ms
[2020-12-09 08:40:32 main:574] : INFO : Epoch 959 | loss: 0.0310468 | val_loss: 0.0312222 | Time: 1993.7 ms
[2020-12-09 08:40:34 main:574] : INFO : Epoch 960 | loss: 0.0310521 | val_loss: 0.0312189 | Time: 1997.37 ms
[2020-12-09 08:40:36 main:574] : INFO : Epoch 961 | loss: 0.0310712 | val_loss: 0.0312161 | Time: 1996.23 ms
[2020-12-09 08:40:38 main:574] : INFO : Epoch 962 | loss: 0.0310749 | val_loss: 0.0312223 | Time: 1990.92 ms
[2020-12-09 08:40:41 main:574] : INFO : Epoch 963 | loss: 0.031061 | val_loss: 0.0312256 | Time: 1996.07 ms
[2020-12-09 08:40:43 main:574] : INFO : Epoch 964 | loss: 0.031049 | val_loss: 0.031253 | Time: 1993.11 ms
[2020-12-09 08:40:45 main:574] : INFO : Epoch 965 | loss: 0.0310487 | val_loss: 0.0312275 | Time: 1993.93 ms
[2020-12-09 08:40:47 main:574] : INFO : Epoch 966 | loss: 0.0310622 | val_loss: 0.0312249 | Time: 1991.53 ms
[2020-12-09 08:40:49 main:574] : INFO : Epoch 967 | loss: 0.0310605 | val_loss: 0.0312153 | Time: 1990.46 ms
[2020-12-09 08:40:51 main:574] : INFO : Epoch 968 | loss: 0.0310533 | val_loss: 0.0312417 | Time: 1996.85 ms
[2020-12-09 08:40:53 main:574] : INFO : Epoch 969 | loss: 0.0310529 | val_loss: 0.0312694 | Time: 1987.29 ms
[2020-12-09 08:40:55 main:574] : INFO : Epoch 970 | loss: 0.0310427 | val_loss: 0.0312263 | Time: 2006.25 ms
[2020-12-09 08:40:57 main:574] : INFO : Epoch 971 | loss: 0.0310327 | val_loss: 0.031228 | Time: 2002.94 ms
[2020-12-09 08:41:00 main:574] : INFO : Epoch 972 | loss: 0.0310423 | val_loss: 0.0312584 | Time: 1993.05 ms
[2020-12-09 08:41:02 main:574] : INFO : Epoch 973 | loss: 0.031042 | val_loss: 0.0312195 | Time: 1999.69 ms
[2020-12-09 08:41:04 main:574] : INFO : Epoch 974 | loss: 0.0310486 | val_loss: 0.0312282 | Time: 1998.84 ms
[2020-12-09 08:41:06 main:574] : INFO : Epoch 975 | loss: 0.0310481 | val_loss: 0.0312451 | Time: 1992.88 ms
[2020-12-09 08:41:08 main:574] : INFO : Epoch 976 | loss: 0.031047 | val_loss: 0.0312234 | Time: 1990.97 ms
[2020-12-09 08:41:10 main:574] : INFO : Epoch 977 | loss: 0.0310416 | val_loss: 0.0312583 | Time: 2005.68 ms
[2020-12-09 08:41:12 main:574] : INFO : Epoch 978 | loss: 0.0310376 | val_loss: 0.0312425 | Time: 1996.09 ms
[2020-12-09 08:41:14 main:574] : INFO : Epoch 979 | loss: 0.0310363 | val_loss: 0.0312224 | Time: 1998.91 ms
[2020-12-09 08:41:16 main:574] : INFO : Epoch 980 | loss: 0.0310328 | val_loss: 0.031232 | Time: 1998.66 ms
[2020-12-09 08:41:19 main:574] : INFO : Epoch 981 | loss: 0.0310375 | val_loss: 0.0312459 | Time: 2003.02 ms
[2020-12-09 08:41:21 main:574] : INFO : Epoch 982 | loss: 0.0310354 | val_loss: 0.03125 | Time: 1989.36 ms
[2020-12-09 08:41:23 main:574] : INFO : Epoch 983 | loss: 0.0310308 | val_loss: 0.0312342 | Time: 1993.2 ms
[2020-12-09 08:41:25 main:574] : INFO : Epoch 984 | loss: 0.0310377 | val_loss: 0.031253 | Time: 1998.5 ms
[2020-12-09 08:41:27 main:574] : INFO : Epoch 985 | loss: 0.0310316 | val_loss: 0.0312471 | Time: 1986.62 ms
[2020-12-09 08:41:29 main:574] : INFO : Epoch 986 | loss: 0.0310343 | val_loss: 0.0312648 | Time: 2005.58 ms
[2020-12-09 08:41:31 main:574] : INFO : Epoch 987 | loss: 0.0310509 | val_loss: 0.0312302 | Time: 1987.81 ms
[2020-12-09 08:41:33 main:574] : INFO : Epoch 988 | loss: 0.0310554 | val_loss: 0.0312654 | Time: 1997.74 ms
[2020-12-09 08:41:36 main:574] : INFO : Epoch 989 | loss: 0.0310584 | val_loss: 0.0312252 | Time: 1996.5 ms
[2020-12-09 08:41:38 main:574] : INFO : Epoch 990 | loss: 0.031044 | val_loss: 0.0312386 | Time: 1991.53 ms
[2020-12-09 08:41:40 main:574] : INFO : Epoch 991 | loss: 0.0310428 | val_loss: 0.0312337 | Time: 2013.72 ms
[2020-12-09 08:41:42 main:574] : INFO : Epoch 992 | loss: 0.0310465 | val_loss: 0.0312291 | Time: 1992.3 ms
[2020-12-09 08:41:44 main:574] : INFO : Epoch 993 | loss: 0.031044 | val_loss: 0.031232 | Time: 1998.16 ms
[2020-12-09 08:41:46 main:574] : INFO : Epoch 994 | loss: 0.03105 | val_loss: 0.0312491 | Time: 1999.16 ms
[2020-12-09 08:41:48 main:574] : INFO : Epoch 995 | loss: 0.0310398 | val_loss: 0.0312202 | Time: 2001.77 ms
[2020-12-09 08:41:50 main:574] : INFO : Epoch 996 | loss: 0.0310348 | val_loss: 0.0312462 | Time: 1991.51 ms
[2020-12-09 08:41:53 main:574] : INFO : Epoch 997 | loss: 0.0310337 | val_loss: 0.0312385 | Time: 1988.21 ms
[2020-12-09 08:41:55 main:574] : INFO : Epoch 998 | loss: 0.031037 | val_loss: 0.0312436 | Time: 2007.41 ms
[2020-12-09 08:41:57 main:574] : INFO : Epoch 999 | loss: 0.0310384 | val_loss: 0.0312229 | Time: 1991.71 ms
[2020-12-09 08:41:59 main:574] : INFO : Epoch 1000 | loss: 0.0310413 | val_loss: 0.0312446 | Time: 1983.34 ms
[2020-12-09 08:42:01 main:574] : INFO : Epoch 1001 | loss: 0.031055 | val_loss: 0.0312223 | Time: 2001.42 ms
[2020-12-09 08:42:03 main:574] : INFO : Epoch 1002 | loss: 0.0310602 | val_loss: 0.0312746 | Time: 2001.2 ms
[2020-12-09 08:42:05 main:574] : INFO : Epoch 1003 | loss: 0.0310611 | val_loss: 0.0312234 | Time: 1990.21 ms
[2020-12-09 08:42:07 main:574] : INFO : Epoch 1004 | loss: 0.0310579 | val_loss: 0.0312139 | Time: 1987.84 ms
[2020-12-09 08:42:09 main:574] : INFO : Epoch 1005 | loss: 0.0310702 | val_loss: 0.031232 | Time: 1990.74 ms
[2020-12-09 08:42:12 main:574] : INFO : Epoch 1006 | loss: 0.0310545 | val_loss: 0.0312596 | Time: 2005.23 ms
[2020-12-09 08:42:14 main:574] : INFO : Epoch 1007 | loss: 0.0310431 | val_loss: 0.0312559 | Time: 1987.99 ms
[2020-12-09 08:42:16 main:574] : INFO : Epoch 1008 | loss: 0.0310384 | val_loss: 0.0312464 | Time: 1992.68 ms
[2020-12-09 08:42:18 main:574] : INFO : Epoch 1009 | loss: 0.031038 | val_loss: 0.0312369 | Time: 1999.2 ms
[2020-12-09 08:42:20 main:574] : INFO : Epoch 1010 | loss: 0.0310421 | val_loss: 0.031247 | Time: 1996.72 ms
[2020-12-09 08:42:23 main:574] : INFO : Epoch 1011 | loss: 0.0310294 | val_loss: 0.031269 | Time: 1987.84 ms
[2020-12-09 08:42:25 main:574] : INFO : Epoch 1012 | loss: 0.0310371 | val_loss: 0.031225 | Time: 1995.31 ms
[2020-12-09 08:42:27 main:574] : INFO : Epoch 1013 | loss: 0.0310498 | val_loss: 0.0312211 | Time: 2001.53 ms
[2020-12-09 08:42:29 main:574] : INFO : Epoch 1014 | loss: 0.0310935 | val_loss: 0.0313403 | Time: 1994.4 ms
[2020-12-09 08:42:31 main:574] : INFO : Epoch 1015 | loss: 0.0341497 | val_loss: 0.0392223 | Time: 1994.03 ms
[2020-12-09 08:42:33 main:574] : INFO : Epoch 1016 | loss: 0.0359822 | val_loss: 0.0326782 | Time: 1990.54 ms
[2020-12-09 08:42:35 main:574] : INFO : Epoch 1017 | loss: 0.031666 | val_loss: 0.031401 | Time: 2006.06 ms
[2020-12-09 08:42:37 main:574] : INFO : Epoch 1018 | loss: 0.0313089 | val_loss: 0.0312682 | Time: 1989.96 ms
[2020-12-09 08:42:39 main:574] : INFO : Epoch 1019 | loss: 0.0312556 | val_loss: 0.0312513 | Time: 2005.89 ms
[2020-12-09 08:42:41 main:574] : INFO : Epoch 1020 | loss: 0.03125 | val_loss: 0.0312497 | Time: 1990.32 ms
[2020-12-09 08:42:44 main:574] : INFO : Epoch 1021 | loss: 0.0312489 | val_loss: 0.0312491 | Time: 1996.63 ms
[2020-12-09 08:42:46 main:574] : INFO : Epoch 1022 | loss: 0.0312485 | val_loss: 0.0312487 | Time: 2048.52 ms
[2020-12-09 08:42:48 main:574] : INFO : Epoch 1023 | loss: 0.0312483 | val_loss: 0.0312485 | Time: 1986.88 ms
[2020-12-09 08:42:50 main:574] : INFO : Epoch 1024 | loss: 0.0312482 | val_loss: 0.0312487 | Time: 1988.77 ms
[2020-12-09 08:42:50 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312487
[2020-12-09 08:42:50 main:603] : INFO : Saving end state to config to file
[2020-12-09 08:42:50 main:608] : INFO : Success, exiting..
08:42:50 (5980): 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)