Task 3357588
| Name | ParityModified-1605453841-27275-8_0 |
| Workunit | 1620065 |
| Created | 19 Dec 2020, 0:36:31 UTC |
| Sent | 21 Dec 2020, 3:37:20 UTC |
| Report deadline | 28 Dec 2020, 3:37:20 UTC |
| Received | 21 Dec 2020, 16:27:32 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4379 |
| Run time | 34 min 6 sec |
| CPU time | 34 min 1 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: 0.0311587 | val_loss: 0.0311635 | Time: 1993.95 ms
[2020-12-21 11:10:17 main:581] : INFO : Epoch 511 | loss: 0.0311627 | val_loss: 0.0311654 | Time: 1993.8 ms
[2020-12-21 11:10:19 main:581] : INFO : Epoch 512 | loss: 0.0311623 | val_loss: 0.0311659 | Time: 1990.54 ms
[2020-12-21 11:10:21 main:581] : INFO : Epoch 513 | loss: 0.0311612 | val_loss: 0.0311666 | Time: 1984.09 ms
[2020-12-21 11:10:23 main:581] : INFO : Epoch 514 | loss: 0.031163 | val_loss: 0.0311664 | Time: 1982.16 ms
[2020-12-21 11:10:25 main:581] : INFO : Epoch 515 | loss: 0.0311605 | val_loss: 0.0311652 | Time: 1982.44 ms
[2020-12-21 11:10:27 main:581] : INFO : Epoch 516 | loss: 0.0311587 | val_loss: 0.0311654 | Time: 1994.71 ms
[2020-12-21 11:10:29 main:581] : INFO : Epoch 517 | loss: 0.0311591 | val_loss: 0.0311653 | Time: 1987.19 ms
[2020-12-21 11:10:31 main:581] : INFO : Epoch 518 | loss: 0.0311582 | val_loss: 0.031163 | Time: 2000.53 ms
[2020-12-21 11:10:33 main:581] : INFO : Epoch 519 | loss: 0.0311574 | val_loss: 0.0311649 | Time: 1994.84 ms
[2020-12-21 11:10:35 main:581] : INFO : Epoch 520 | loss: 0.0311582 | val_loss: 0.0311643 | Time: 1986.1 ms
[2020-12-21 11:10:37 main:581] : INFO : Epoch 521 | loss: 0.0311575 | val_loss: 0.0311627 | Time: 1987.41 ms
[2020-12-21 11:10:39 main:581] : INFO : Epoch 522 | loss: 0.0311577 | val_loss: 0.0311643 | Time: 1993.59 ms
[2020-12-21 11:10:41 main:581] : INFO : Epoch 523 | loss: 0.031158 | val_loss: 0.0311667 | Time: 1995.32 ms
[2020-12-21 11:10:43 main:581] : INFO : Epoch 524 | loss: 0.0311592 | val_loss: 0.031165 | Time: 1983.31 ms
[2020-12-21 11:10:45 main:581] : INFO : Epoch 525 | loss: 0.0311588 | val_loss: 0.0311658 | Time: 1993.05 ms
[2020-12-21 11:10:47 main:581] : INFO : Epoch 526 | loss: 0.0311573 | val_loss: 0.0311634 | Time: 1997.21 ms
[2020-12-21 11:10:49 main:581] : INFO : Epoch 527 | loss: 0.0311561 | val_loss: 0.0311618 | Time: 1993.81 ms
[2020-12-21 11:10:51 main:581] : INFO : Epoch 528 | loss: 0.0311565 | val_loss: 0.031166 | Time: 1987.51 ms
[2020-12-21 11:10:53 main:581] : INFO : Epoch 529 | loss: 0.0311565 | val_loss: 0.0311636 | Time: 1995.75 ms
[2020-12-21 11:10:55 main:581] : INFO : Epoch 530 | loss: 0.031157 | val_loss: 0.0311673 | Time: 1991.42 ms
[2020-12-21 11:10:57 main:581] : INFO : Epoch 531 | loss: 0.0311593 | val_loss: 0.0311643 | Time: 1984.58 ms
[2020-12-21 11:10:59 main:581] : INFO : Epoch 532 | loss: 0.031157 | val_loss: 0.0311638 | Time: 1985.11 ms
[2020-12-21 11:11:01 main:581] : INFO : Epoch 533 | loss: 0.0311573 | val_loss: 0.0311656 | Time: 1989.62 ms
[2020-12-21 11:11:03 main:581] : INFO : Epoch 534 | loss: 0.0311575 | val_loss: 0.0311662 | Time: 1985.61 ms
[2020-12-21 11:11:05 main:581] : INFO : Epoch 535 | loss: 0.0311592 | val_loss: 0.0311658 | Time: 1979.17 ms
[2020-12-21 11:11:07 main:581] : INFO : Epoch 536 | loss: 0.0311589 | val_loss: 0.0311638 | Time: 1990.96 ms
[2020-12-21 11:11:09 main:581] : INFO : Epoch 537 | loss: 0.0311576 | val_loss: 0.0311639 | Time: 1983.9 ms
[2020-12-21 11:11:11 main:581] : INFO : Epoch 538 | loss: 0.0311568 | val_loss: 0.0311686 | Time: 1991.32 ms
[2020-12-21 11:11:13 main:581] : INFO : Epoch 539 | loss: 0.0311621 | val_loss: 0.0311692 | Time: 1994.27 ms
[2020-12-21 11:11:15 main:581] : INFO : Epoch 540 | loss: 0.0311628 | val_loss: 0.0311676 | Time: 1984.84 ms
[2020-12-21 11:11:17 main:581] : INFO : Epoch 541 | loss: 0.0311614 | val_loss: 0.0311684 | Time: 1993.55 ms
[2020-12-21 11:11:19 main:581] : INFO : Epoch 542 | loss: 0.0311608 | val_loss: 0.0311681 | Time: 2001.34 ms
[2020-12-21 11:11:21 main:581] : INFO : Epoch 543 | loss: 0.0311622 | val_loss: 0.031169 | Time: 1985.22 ms
[2020-12-21 11:11:23 main:581] : INFO : Epoch 544 | loss: 0.0311612 | val_loss: 0.0311648 | Time: 1991.71 ms
[2020-12-21 11:11:25 main:581] : INFO : Epoch 545 | loss: 0.031159 | val_loss: 0.031165 | Time: 1999.13 ms
[2020-12-21 11:11:27 main:581] : INFO : Epoch 546 | loss: 0.0311582 | val_loss: 0.0311627 | Time: 1985.34 ms
[2020-12-21 11:11:29 main:581] : INFO : Epoch 547 | loss: 0.0311582 | val_loss: 0.0311608 | Time: 1992.37 ms
[2020-12-21 11:11:31 main:581] : INFO : Epoch 548 | loss: 0.0311586 | val_loss: 0.0311654 | Time: 1984.52 ms
[2020-12-21 11:11:33 main:581] : INFO : Epoch 549 | loss: 0.0311589 | val_loss: 0.031167 | Time: 1990.79 ms
[2020-12-21 11:11:35 main:581] : INFO : Epoch 550 | loss: 0.0311591 | val_loss: 0.0311636 | Time: 1986.06 ms
[2020-12-21 11:11:37 main:581] : INFO : Epoch 551 | loss: 0.0311578 | val_loss: 0.0311647 | Time: 1996.53 ms
[2020-12-21 11:11:39 main:581] : INFO : Epoch 552 | loss: 0.0311576 | val_loss: 0.0311652 | Time: 1983.99 ms
[2020-12-21 11:11:41 main:581] : INFO : Epoch 553 | loss: 0.0311587 | val_loss: 0.0311672 | Time: 2002.97 ms
[2020-12-21 11:11:43 main:581] : INFO : Epoch 554 | loss: 0.0311581 | val_loss: 0.0311666 | Time: 1986.88 ms
[2020-12-21 11:11:45 main:581] : INFO : Epoch 555 | loss: 0.031159 | val_loss: 0.0311688 | Time: 1990.63 ms
[2020-12-21 11:11:47 main:581] : INFO : Epoch 556 | loss: 0.0311588 | val_loss: 0.031164 | Time: 1980.4 ms
[2020-12-21 11:11:49 main:581] : INFO : Epoch 557 | loss: 0.0311574 | val_loss: 0.0311645 | Time: 1993.2 ms
[2020-12-21 11:11:51 main:581] : INFO : Epoch 558 | loss: 0.0311569 | val_loss: 0.0311678 | Time: 1992.13 ms
[2020-12-21 11:11:53 main:581] : INFO : Epoch 559 | loss: 0.031158 | val_loss: 0.0311658 | Time: 1997.42 ms
[2020-12-21 11:11:55 main:581] : INFO : Epoch 560 | loss: 0.0311569 | val_loss: 0.0311645 | Time: 1987.41 ms
[2020-12-21 11:11:57 main:581] : INFO : Epoch 561 | loss: 0.0311582 | val_loss: 0.0311684 | Time: 1990.21 ms
[2020-12-21 11:11:59 main:581] : INFO : Epoch 562 | loss: 0.0311591 | val_loss: 0.0311689 | Time: 2001.44 ms
[2020-12-21 11:12:01 main:581] : INFO : Epoch 563 | loss: 0.031161 | val_loss: 0.03117 | Time: 1977.92 ms
[2020-12-21 11:12:03 main:581] : INFO : Epoch 564 | loss: 0.031161 | val_loss: 0.0311703 | Time: 1993.52 ms
[2020-12-21 11:12:05 main:581] : INFO : Epoch 565 | loss: 0.031163 | val_loss: 0.0311795 | Time: 1994.84 ms
[2020-12-21 11:12:07 main:581] : INFO : Epoch 566 | loss: 0.0311606 | val_loss: 0.0311698 | Time: 1980.6 ms
[2020-12-21 11:12:09 main:581] : INFO : Epoch 567 | loss: 0.0311585 | val_loss: 0.0311695 | Time: 1995.17 ms
[2020-12-21 11:12:11 main:581] : INFO : Epoch 568 | loss: 0.0311598 | val_loss: 0.0311693 | Time: 1990.34 ms
[2020-12-21 11:12:13 main:581] : INFO : Epoch 569 | loss: 0.0311625 | val_loss: 0.0311696 | Time: 1983.78 ms
[2020-12-21 11:12:15 main:581] : INFO : Epoch 570 | loss: 0.0311595 | val_loss: 0.0311655 | Time: 1994.39 ms
[2020-12-21 11:12:17 main:581] : INFO : Epoch 571 | loss: 0.0311583 | val_loss: 0.0311677 | Time: 1992.32 ms
[2020-12-21 11:12:19 main:581] : INFO : Epoch 572 | loss: 0.0311572 | val_loss: 0.0311632 | Time: 1984.6 ms
[2020-12-21 11:12:21 main:581] : INFO : Epoch 573 | loss: 0.0311566 | val_loss: 0.0311633 | Time: 1992.92 ms
[2020-12-21 11:12:23 main:581] : INFO : Epoch 574 | loss: 0.0311568 | val_loss: 0.0311636 | Time: 1985.32 ms
[2020-12-21 11:12:25 main:581] : INFO : Epoch 575 | loss: 0.0311574 | val_loss: 0.0311633 | Time: 1992.45 ms
[2020-12-21 11:12:27 main:581] : INFO : Epoch 576 | loss: 0.0311575 | val_loss: 0.031169 | Time: 1991.8 ms
[2020-12-21 11:12:29 main:581] : INFO : Epoch 577 | loss: 0.0311601 | val_loss: 0.0311685 | Time: 1994.8 ms
[2020-12-21 11:12:31 main:581] : INFO : Epoch 578 | loss: 0.0311599 | val_loss: 0.0311676 | Time: 1992.98 ms
[2020-12-21 11:12:32 main:581] : INFO : Epoch 579 | loss: 0.0311581 | val_loss: 0.0311683 | Time: 1987.01 ms
[2020-12-21 11:12:34 main:581] : INFO : Epoch 580 | loss: 0.0311573 | val_loss: 0.0311684 | Time: 1994.89 ms
[2020-12-21 11:12:36 main:581] : INFO : Epoch 581 | loss: 0.0311579 | val_loss: 0.0311634 | Time: 1987.15 ms
[2020-12-21 11:12:38 main:581] : INFO : Epoch 582 | loss: 0.0311579 | val_loss: 0.0311638 | Time: 1984.57 ms
[2020-12-21 11:12:40 main:581] : INFO : Epoch 583 | loss: 0.0311602 | val_loss: 0.0311637 | Time: 1991.56 ms
[2020-12-21 11:12:42 main:581] : INFO : Epoch 584 | loss: 0.0311582 | val_loss: 0.0311624 | Time: 1990.57 ms
[2020-12-21 11:12:44 main:581] : INFO : Epoch 585 | loss: 0.0311576 | val_loss: 0.0311626 | Time: 1984.4 ms
[2020-12-21 11:12:46 main:581] : INFO : Epoch 586 | loss: 0.0311576 | val_loss: 0.031172 | Time: 1995.19 ms
[2020-12-21 11:12:48 main:581] : INFO : Epoch 587 | loss: 0.0311619 | val_loss: 0.0311626 | Time: 1984.88 ms
[2020-12-21 11:12:50 main:581] : INFO : Epoch 588 | loss: 0.0311582 | val_loss: 0.0311629 | Time: 1992.98 ms
[2020-12-21 11:12:52 main:581] : INFO : Epoch 589 | loss: 0.0311566 | val_loss: 0.0311624 | Time: 1986.69 ms
[2020-12-21 11:12:54 main:581] : INFO : Epoch 590 | loss: 0.0311569 | val_loss: 0.0311634 | Time: 1991.33 ms
[2020-12-21 11:12:56 main:581] : INFO : Epoch 591 | loss: 0.0311578 | val_loss: 0.0311658 | Time: 1986.98 ms
[2020-12-21 11:12:58 main:581] : INFO : Epoch 592 | loss: 0.0311581 | val_loss: 0.0311647 | Time: 1990.96 ms
[2020-12-21 11:13:00 main:581] : INFO : Epoch 593 | loss: 0.0311567 | val_loss: 0.0311658 | Time: 1987.08 ms
[2020-12-21 11:13:02 main:581] : INFO : Epoch 594 | loss: 0.0311576 | val_loss: 0.0311658 | Time: 1995.61 ms
[2020-12-21 11:13:04 main:581] : INFO : Epoch 595 | loss: 0.0311587 | val_loss: 0.0311651 | Time: 1994.99 ms
[2020-12-21 11:13:06 main:581] : INFO : Epoch 596 | loss: 0.0311576 | val_loss: 0.0311623 | Time: 1997.78 ms
[2020-12-21 11:13:08 main:581] : INFO : Epoch 597 | loss: 0.0311556 | val_loss: 0.0311652 | Time: 1990.38 ms
[2020-12-21 11:13:10 main:581] : INFO : Epoch 598 | loss: 0.0311552 | val_loss: 0.031166 | Time: 1987.88 ms
[2020-12-21 11:13:12 main:581] : INFO : Epoch 599 | loss: 0.031156 | val_loss: 0.0311638 | Time: 1993.38 ms
[2020-12-21 11:13:14 main:581] : INFO : Epoch 600 | loss: 0.0311568 | val_loss: 0.0311638 | Time: 2003.54 ms
[2020-12-21 11:13:16 main:581] : INFO : Epoch 601 | loss: 0.0311557 | val_loss: 0.0311638 | Time: 1994.65 ms
[2020-12-21 11:13:18 main:581] : INFO : Epoch 602 | loss: 0.0311558 | val_loss: 0.0311623 | Time: 1989.98 ms
[2020-12-21 11:13:20 main:581] : INFO : Epoch 603 | loss: 0.0311575 | val_loss: 0.0311637 | Time: 1993.85 ms
[2020-12-21 11:13:22 main:581] : INFO : Epoch 604 | loss: 0.0311563 | val_loss: 0.0311646 | Time: 1986.13 ms
[2020-12-21 11:13:24 main:581] : INFO : Epoch 605 | loss: 0.0311545 | val_loss: 0.0311625 | Time: 1991.92 ms
[2020-12-21 11:13:26 main:581] : INFO : Epoch 606 | loss: 0.0311547 | val_loss: 0.0311647 | Time: 1991.1 ms
[2020-12-21 11:13:28 main:581] : INFO : Epoch 607 | loss: 0.0311543 | val_loss: 0.0311638 | Time: 1993.14 ms
[2020-12-21 11:13:30 main:581] : INFO : Epoch 608 | loss: 0.0311544 | val_loss: 0.0311642 | Time: 1996.2 ms
[2020-12-21 11:13:32 main:581] : INFO : Epoch 609 | loss: 0.0311544 | val_loss: 0.0311631 | Time: 1996.84 ms
[2020-12-21 11:13:34 main:581] : INFO : Epoch 610 | loss: 0.0311544 | val_loss: 0.0311647 | Time: 1994.8 ms
[2020-12-21 11:13:36 main:581] : INFO : Epoch 611 | loss: 0.0311542 | val_loss: 0.0311624 | Time: 1985.46 ms
[2020-12-21 11:13:38 main:581] : INFO : Epoch 612 | loss: 0.0311552 | val_loss: 0.031165 | Time: 1993.28 ms
[2020-12-21 11:13:40 main:581] : INFO : Epoch 613 | loss: 0.0311559 | val_loss: 0.0311646 | Time: 1985.66 ms
[2020-12-21 11:13:42 main:581] : INFO : Epoch 614 | loss: 0.0311544 | val_loss: 0.0311645 | Time: 1990.26 ms
[2020-12-21 11:13:44 main:581] : INFO : Epoch 615 | loss: 0.0311548 | val_loss: 0.0311651 | Time: 1987.96 ms
[2020-12-21 11:13:46 main:581] : INFO : Epoch 616 | loss: 0.0311546 | val_loss: 0.031166 | Time: 1996.69 ms
[2020-12-21 11:13:48 main:581] : INFO : Epoch 617 | loss: 0.0311552 | val_loss: 0.0311688 | Time: 1989.04 ms
[2020-12-21 11:13:50 main:581] : INFO : Epoch 618 | loss: 0.0311568 | val_loss: 0.0311655 | Time: 2000.67 ms
[2020-12-21 11:13:52 main:581] : INFO : Epoch 619 | loss: 0.0311552 | val_loss: 0.0311643 | Time: 1996.03 ms
[2020-12-21 11:13:54 main:581] : INFO : Epoch 620 | loss: 0.0311543 | val_loss: 0.0311635 | Time: 1982.72 ms
[2020-12-21 11:13:56 main:581] : INFO : Epoch 621 | loss: 0.0311539 | val_loss: 0.0311655 | Time: 1994.61 ms
[2020-12-21 11:13:58 main:581] : INFO : Epoch 622 | loss: 0.0311543 | val_loss: 0.0311649 | Time: 1989.3 ms
[2020-12-21 11:14:00 main:581] : INFO : Epoch 623 | loss: 0.0311536 | val_loss: 0.0311657 | Time: 1998 ms
[2020-12-21 11:14:02 main:581] : INFO : Epoch 624 | loss: 0.0311562 | val_loss: 0.0311664 | Time: 1997.97 ms
[2020-12-21 11:14:04 main:581] : INFO : Epoch 625 | loss: 0.0311547 | val_loss: 0.0311634 | Time: 1982.36 ms
[2020-12-21 11:14:06 main:581] : INFO : Epoch 626 | loss: 0.0311554 | val_loss: 0.0311622 | Time: 1986.35 ms
[2020-12-21 11:14:08 main:581] : INFO : Epoch 627 | loss: 0.0311557 | val_loss: 0.0311641 | Time: 1991.8 ms
[2020-12-21 11:14:10 main:581] : INFO : Epoch 628 | loss: 0.0311555 | val_loss: 0.0311663 | Time: 1985.39 ms
[2020-12-21 11:14:12 main:581] : INFO : Epoch 629 | loss: 0.0311543 | val_loss: 0.031166 | Time: 1991.5 ms
[2020-12-21 11:14:14 main:581] : INFO : Epoch 630 | loss: 0.0311537 | val_loss: 0.0311664 | Time: 1994.03 ms
[2020-12-21 11:14:16 main:581] : INFO : Epoch 631 | loss: 0.0311564 | val_loss: 0.0311682 | Time: 1992.06 ms
[2020-12-21 11:14:18 main:581] : INFO : Epoch 632 | loss: 0.0311548 | val_loss: 0.0311638 | Time: 1989.44 ms
[2020-12-21 11:14:20 main:581] : INFO : Epoch 633 | loss: 0.0311527 | val_loss: 0.0311645 | Time: 1993.61 ms
[2020-12-21 11:14:22 main:581] : INFO : Epoch 634 | loss: 0.0311521 | val_loss: 0.0311648 | Time: 1987.06 ms
[2020-12-21 11:14:24 main:581] : INFO : Epoch 635 | loss: 0.0311533 | val_loss: 0.0311657 | Time: 1996.44 ms
[2020-12-21 11:14:26 main:581] : INFO : Epoch 636 | loss: 0.0311521 | val_loss: 0.0311648 | Time: 1993.27 ms
[2020-12-21 11:14:28 main:581] : INFO : Epoch 637 | loss: 0.0311548 | val_loss: 0.0311625 | Time: 1983.78 ms
[2020-12-21 11:14:30 main:581] : INFO : Epoch 638 | loss: 0.0311572 | val_loss: 0.0311675 | Time: 2001.66 ms
[2020-12-21 11:14:32 main:581] : INFO : Epoch 639 | loss: 0.0311526 | val_loss: 0.0311666 | Time: 1985.37 ms
[2020-12-21 11:14:34 main:581] : INFO : Epoch 640 | loss: 0.0311555 | val_loss: 0.0311691 | Time: 1986.58 ms
[2020-12-21 11:14:36 main:581] : INFO : Epoch 641 | loss: 0.0311572 | val_loss: 0.0311674 | Time: 1997.39 ms
[2020-12-21 11:14:38 main:581] : INFO : Epoch 642 | loss: 0.0311548 | val_loss: 0.0311656 | Time: 1988.95 ms
[2020-12-21 11:14:40 main:581] : INFO : Epoch 643 | loss: 0.031154 | val_loss: 0.0311648 | Time: 1989.69 ms
[2020-12-21 11:14:42 main:581] : INFO : Epoch 644 | loss: 0.0311549 | val_loss: 0.0311638 | Time: 1986.28 ms
[2020-12-21 11:14:44 main:581] : INFO : Epoch 645 | loss: 0.0311564 | val_loss: 0.0311668 | Time: 1996.02 ms
[2020-12-21 11:14:46 main:581] : INFO : Epoch 646 | loss: 0.0311559 | val_loss: 0.0311629 | Time: 1991.74 ms
[2020-12-21 11:14:48 main:581] : INFO : Epoch 647 | loss: 0.0311542 | val_loss: 0.0311677 | Time: 1993.8 ms
[2020-12-21 11:14:50 main:581] : INFO : Epoch 648 | loss: 0.0311553 | val_loss: 0.0311634 | Time: 1997.19 ms
[2020-12-21 11:14:52 main:581] : INFO : Epoch 649 | loss: 0.0311607 | val_loss: 0.0311657 | Time: 1985.26 ms
[2020-12-21 11:14:54 main:581] : INFO : Epoch 650 | loss: 0.0311599 | val_loss: 0.0311679 | Time: 1995.21 ms
[2020-12-21 11:14:56 main:581] : INFO : Epoch 651 | loss: 0.0311588 | val_loss: 0.0311653 | Time: 1982.55 ms
[2020-12-21 11:14:58 main:581] : INFO : Epoch 652 | loss: 0.0311606 | val_loss: 0.0311666 | Time: 1994.12 ms
[2020-12-21 11:15:00 main:581] : INFO : Epoch 653 | loss: 0.0311616 | val_loss: 0.0311694 | Time: 1989.79 ms
[2020-12-21 11:15:02 main:581] : INFO : Epoch 654 | loss: 0.0311576 | val_loss: 0.0311637 | Time: 1991.82 ms
[2020-12-21 11:15:04 main:581] : INFO : Epoch 655 | loss: 0.0311563 | val_loss: 0.0311666 | Time: 1986.27 ms
[2020-12-21 11:15:06 main:581] : INFO : Epoch 656 | loss: 0.0311569 | val_loss: 0.0311656 | Time: 1994.42 ms
[2020-12-21 11:15:08 main:581] : INFO : Epoch 657 | loss: 0.0311579 | val_loss: 0.0311682 | Time: 1983.45 ms
[2020-12-21 11:15:10 main:581] : INFO : Epoch 658 | loss: 0.0311567 | val_loss: 0.0311655 | Time: 1989.52 ms
[2020-12-21 11:15:12 main:581] : INFO : Epoch 659 | loss: 0.0311558 | val_loss: 0.0311643 | Time: 1986.08 ms
[2020-12-21 11:15:14 main:581] : INFO : Epoch 660 | loss: 0.0311573 | val_loss: 0.0311654 | Time: 1990.18 ms
[2020-12-21 11:15:16 main:581] : INFO : Epoch 661 | loss: 0.0311581 | val_loss: 0.0311638 | Time: 1996.89 ms
[2020-12-21 11:15:18 main:581] : INFO : Epoch 662 | loss: 0.0311576 | val_loss: 0.0311672 | Time: 1986.15 ms
[2020-12-21 11:15:20 main:581] : INFO : Epoch 663 | loss: 0.031158 | val_loss: 0.0311684 | Time: 1992.6 ms
[2020-12-21 11:15:22 main:581] : INFO : Epoch 664 | loss: 0.0311565 | val_loss: 0.0311657 | Time: 1984.6 ms
[2020-12-21 11:15:24 main:581] : INFO : Epoch 665 | loss: 0.0311578 | val_loss: 0.0311658 | Time: 1995.33 ms
[2020-12-21 11:15:26 main:581] : INFO : Epoch 666 | loss: 0.0311594 | val_loss: 0.0311641 | Time: 1976.8 ms
[2020-12-21 11:15:28 main:581] : INFO : Epoch 667 | loss: 0.0311587 | val_loss: 0.0311657 | Time: 1995.91 ms
[2020-12-21 11:15:30 main:581] : INFO : Epoch 668 | loss: 0.031157 | val_loss: 0.0311665 | Time: 1990.79 ms
[2020-12-21 11:15:32 main:581] : INFO : Epoch 669 | loss: 0.0311567 | val_loss: 0.0311652 | Time: 1989.19 ms
[2020-12-21 11:15:34 main:581] : INFO : Epoch 670 | loss: 0.0311565 | val_loss: 0.0311628 | Time: 1995.17 ms
[2020-12-21 11:15:36 main:581] : INFO : Epoch 671 | loss: 0.0311556 | val_loss: 0.0311662 | Time: 1992.61 ms
[2020-12-21 11:15:38 main:581] : INFO : Epoch 672 | loss: 0.0311558 | val_loss: 0.0311652 | Time: 1996.31 ms
[2020-12-21 11:15:40 main:581] : INFO : Epoch 673 | loss: 0.0311554 | val_loss: 0.0311637 | Time: 1991.5 ms
[2020-12-21 11:15:42 main:581] : INFO : Epoch 674 | loss: 0.0311559 | val_loss: 0.0311633 | Time: 1994.98 ms
[2020-12-21 11:15:44 main:581] : INFO : Epoch 675 | loss: 0.0311544 | val_loss: 0.0311664 | Time: 1994.11 ms
[2020-12-21 11:15:46 main:581] : INFO : Epoch 676 | loss: 0.0311541 | val_loss: 0.0311666 | Time: 2006.85 ms
[2020-12-21 11:15:48 main:581] : INFO : Epoch 677 | loss: 0.0311552 | val_loss: 0.0311688 | Time: 1980.91 ms
[2020-12-21 11:15:50 main:581] : INFO : Epoch 678 | loss: 0.031156 | val_loss: 0.0311653 | Time: 1986.31 ms
[2020-12-21 11:15:52 main:581] : INFO : Epoch 679 | loss: 0.031157 | val_loss: 0.0311651 | Time: 1996.1 ms
[2020-12-21 11:15:54 main:581] : INFO : Epoch 680 | loss: 0.0311554 | val_loss: 0.031165 | Time: 1985.9 ms
[2020-12-21 11:15:56 main:581] : INFO : Epoch 681 | loss: 0.0311554 | val_loss: 0.0311651 | Time: 1987.61 ms
[2020-12-21 11:15:58 main:581] : INFO : Epoch 682 | loss: 0.0311548 | val_loss: 0.0311666 | Time: 1999.17 ms
[2020-12-21 11:16:00 main:581] : INFO : Epoch 683 | loss: 0.0311551 | val_loss: 0.0311663 | Time: 1982.95 ms
[2020-12-21 11:16:02 main:581] : INFO : Epoch 684 | loss: 0.0311555 | val_loss: 0.0311668 | Time: 1990.01 ms
[2020-12-21 11:16:04 main:581] : INFO : Epoch 685 | loss: 0.0311569 | val_loss: 0.0311672 | Time: 1984.87 ms
[2020-12-21 11:16:06 main:581] : INFO : Epoch 686 | loss: 0.0311573 | val_loss: 0.0311653 | Time: 1988.27 ms
[2020-12-21 11:16:08 main:581] : INFO : Epoch 687 | loss: 0.0311573 | val_loss: 0.0311627 | Time: 1994.04 ms
[2020-12-21 11:16:10 main:581] : INFO : Epoch 688 | loss: 0.0311568 | val_loss: 0.0311644 | Time: 1986.6 ms
[2020-12-21 11:16:12 main:581] : INFO : Epoch 689 | loss: 0.0311562 | val_loss: 0.0311664 | Time: 1982.28 ms
[2020-12-21 11:16:14 main:581] : INFO : Epoch 690 | loss: 0.0311559 | val_loss: 0.0311676 | Time: 2002.57 ms
[2020-12-21 11:16:16 main:581] : INFO : Epoch 691 | loss: 0.031158 | val_loss: 0.0311648 | Time: 1998.74 ms
[2020-12-21 11:16:18 main:581] : INFO : Epoch 692 | loss: 0.0311572 | val_loss: 0.0311652 | Time: 1988.46 ms
[2020-12-21 11:16:20 main:581] : INFO : Epoch 693 | loss: 0.0311572 | val_loss: 0.0311638 | Time: 1997.86 ms
[2020-12-21 11:16:22 main:581] : INFO : Epoch 694 | loss: 0.0311592 | val_loss: 0.0311675 | Time: 1988.34 ms
[2020-12-21 11:16:23 main:581] : INFO : Epoch 695 | loss: 0.031159 | val_loss: 0.0311667 | Time: 1993.85 ms
[2020-12-21 11:16:25 main:581] : INFO : Epoch 696 | loss: 0.031157 | val_loss: 0.0311708 | Time: 1996.69 ms
[2020-12-21 11:16:27 main:581] : INFO : Epoch 697 | loss: 0.0311558 | val_loss: 0.0311652 | Time: 1989.87 ms
[2020-12-21 11:16:29 main:581] : INFO : Epoch 698 | loss: 0.0311546 | val_loss: 0.0311649 | Time: 1987.84 ms
[2020-12-21 11:16:31 main:581] : INFO : Epoch 699 | loss: 0.0311552 | val_loss: 0.0311654 | Time: 1999.88 ms
[2020-12-21 11:16:33 main:581] : INFO : Epoch 700 | loss: 0.0311529 | val_loss: 0.0311636 | Time: 1997.75 ms
[2020-12-21 11:16:35 main:581] : INFO : Epoch 701 | loss: 0.0311534 | val_loss: 0.0311655 | Time: 2001.16 ms
[2020-12-21 11:16:37 main:581] : INFO : Epoch 702 | loss: 0.0311546 | val_loss: 0.0311685 | Time: 1992.74 ms
[2020-12-21 11:16:39 main:581] : INFO : Epoch 703 | loss: 0.0311547 | val_loss: 0.0311677 | Time: 1990.98 ms
[2020-12-21 11:16:41 main:581] : INFO : Epoch 704 | loss: 0.0311566 | val_loss: 0.0311664 | Time: 2000.46 ms
[2020-12-21 11:16:43 main:581] : INFO : Epoch 705 | loss: 0.0311553 | val_loss: 0.0311649 | Time: 1988.94 ms
[2020-12-21 11:16:45 main:581] : INFO : Epoch 706 | loss: 0.0311542 | val_loss: 0.031169 | Time: 1998.53 ms
[2020-12-21 11:16:47 main:581] : INFO : Epoch 707 | loss: 0.031155 | val_loss: 0.0311616 | Time: 2007.9 ms
[2020-12-21 11:16:49 main:581] : INFO : Epoch 708 | loss: 0.0311559 | val_loss: 0.0311646 | Time: 2008.35 ms
[2020-12-21 11:16:51 main:581] : INFO : Epoch 709 | loss: 0.0311543 | val_loss: 0.0311675 | Time: 1990.42 ms
[2020-12-21 11:16:53 main:581] : INFO : Epoch 710 | loss: 0.031155 | val_loss: 0.0311653 | Time: 1995.82 ms
[2020-12-21 11:16:55 main:581] : INFO : Epoch 711 | loss: 0.0311541 | val_loss: 0.0311631 | Time: 2000.67 ms
[2020-12-21 11:16:57 main:581] : INFO : Epoch 712 | loss: 0.0311538 | val_loss: 0.0311657 | Time: 2009.28 ms
[2020-12-21 11:16:59 main:581] : INFO : Epoch 713 | loss: 0.0311538 | val_loss: 0.0311635 | Time: 1990.29 ms
[2020-12-21 11:17:01 main:581] : INFO : Epoch 714 | loss: 0.0311554 | val_loss: 0.0311635 | Time: 2006.16 ms
[2020-12-21 11:17:03 main:581] : INFO : Epoch 715 | loss: 0.0311579 | val_loss: 0.0311635 | Time: 1996.6 ms
[2020-12-21 11:17:05 main:581] : INFO : Epoch 716 | loss: 0.0311571 | val_loss: 0.0311656 | Time: 2001.23 ms
[2020-12-21 11:17:07 main:581] : INFO : Epoch 717 | loss: 0.0311551 | val_loss: 0.0311624 | Time: 1991.46 ms
[2020-12-21 11:17:09 main:581] : INFO : Epoch 718 | loss: 0.0311547 | val_loss: 0.0311611 | Time: 1999.34 ms
[2020-12-21 11:17:11 main:581] : INFO : Epoch 719 | loss: 0.0311543 | val_loss: 0.0311653 | Time: 2002.72 ms
[2020-12-21 11:17:13 main:581] : INFO : Epoch 720 | loss: 0.0311539 | val_loss: 0.0311658 | Time: 1999.61 ms
[2020-12-21 11:17:15 main:581] : INFO : Epoch 721 | loss: 0.0311541 | val_loss: 0.0311675 | Time: 1987.34 ms
[2020-12-21 11:17:17 main:581] : INFO : Epoch 722 | loss: 0.0311551 | val_loss: 0.0311632 | Time: 2000.16 ms
[2020-12-21 11:17:19 main:581] : INFO : Epoch 723 | loss: 0.0311551 | val_loss: 0.0311612 | Time: 2000.31 ms
[2020-12-21 11:17:21 main:581] : INFO : Epoch 724 | loss: 0.031155 | val_loss: 0.031165 | Time: 1996.49 ms
[2020-12-21 11:17:23 main:581] : INFO : Epoch 725 | loss: 0.0311554 | val_loss: 0.0311635 | Time: 1995.2 ms
[2020-12-21 11:17:25 main:581] : INFO : Epoch 726 | loss: 0.0311555 | val_loss: 0.031168 | Time: 1996.39 ms
[2020-12-21 11:17:27 main:581] : INFO : Epoch 727 | loss: 0.0311547 | val_loss: 0.0311624 | Time: 2001.64 ms
[2020-12-21 11:17:29 main:581] : INFO : Epoch 728 | loss: 0.0311534 | val_loss: 0.0311617 | Time: 2002.24 ms
[2020-12-21 11:17:31 main:581] : INFO : Epoch 729 | loss: 0.0311522 | val_loss: 0.0311598 | Time: 1986.6 ms
[2020-12-21 11:17:33 main:581] : INFO : Epoch 730 | loss: 0.0311528 | val_loss: 0.0311616 | Time: 1987.28 ms
[2020-12-21 11:17:35 main:581] : INFO : Epoch 731 | loss: 0.0311523 | val_loss: 0.0311623 | Time: 1990.03 ms
[2020-12-21 11:17:37 main:581] : INFO : Epoch 732 | loss: 0.0311512 | val_loss: 0.0311618 | Time: 1997.83 ms
[2020-12-21 11:17:39 main:581] : INFO : Epoch 733 | loss: 0.0311512 | val_loss: 0.0311627 | Time: 1990.04 ms
[2020-12-21 11:17:41 main:581] : INFO : Epoch 734 | loss: 0.0311523 | val_loss: 0.0311636 | Time: 1994.57 ms
[2020-12-21 11:17:43 main:581] : INFO : Epoch 735 | loss: 0.0311511 | val_loss: 0.0311665 | Time: 1989.33 ms
[2020-12-21 11:17:45 main:581] : INFO : Epoch 736 | loss: 0.0311533 | val_loss: 0.031164 | Time: 1995.29 ms
[2020-12-21 11:17:47 main:581] : INFO : Epoch 737 | loss: 0.0311514 | val_loss: 0.0311632 | Time: 1996.07 ms
[2020-12-21 11:17:49 main:581] : INFO : Epoch 738 | loss: 0.0311522 | val_loss: 0.0311625 | Time: 1985.86 ms
[2020-12-21 11:17:51 main:581] : INFO : Epoch 739 | loss: 0.0311514 | val_loss: 0.0311657 | Time: 1986.18 ms
[2020-12-21 11:17:53 main:581] : INFO : Epoch 740 | loss: 0.0311518 | val_loss: 0.031161 | Time: 1988.17 ms
[2020-12-21 11:17:55 main:581] : INFO : Epoch 741 | loss: 0.0311525 | val_loss: 0.031163 | Time: 1988.12 ms
[2020-12-21 11:17:57 main:581] : INFO : Epoch 742 | loss: 0.0311521 | val_loss: 0.0311618 | Time: 1993.26 ms
[2020-12-21 11:17:59 main:581] : INFO : Epoch 743 | loss: 0.0311521 | val_loss: 0.0311622 | Time: 1996.22 ms
[2020-12-21 11:18:01 main:581] : INFO : Epoch 744 | loss: 0.031152 | val_loss: 0.0311617 | Time: 1993.9 ms
[2020-12-21 11:18:03 main:581] : INFO : Epoch 745 | loss: 0.0311524 | val_loss: 0.0311626 | Time: 1991.21 ms
[2020-12-21 11:18:05 main:581] : INFO : Epoch 746 | loss: 0.0311555 | val_loss: 0.0311638 | Time: 1990.77 ms
[2020-12-21 11:18:07 main:581] : INFO : Epoch 747 | loss: 0.0311516 | val_loss: 0.031164 | Time: 1996.32 ms
[2020-12-21 11:18:09 main:581] : INFO : Epoch 748 | loss: 0.0311529 | val_loss: 0.0311634 | Time: 1985.93 ms
[2020-12-21 11:18:11 main:581] : INFO : Epoch 749 | loss: 0.0311513 | val_loss: 0.0311626 | Time: 1994.63 ms
[2020-12-21 11:18:13 main:581] : INFO : Epoch 750 | loss: 0.0311506 | val_loss: 0.0311618 | Time: 1987.79 ms
[2020-12-21 11:18:15 main:581] : INFO : Epoch 751 | loss: 0.0311508 | val_loss: 0.0311644 | Time: 1995.4 ms
[2020-12-21 11:18:17 main:581] : INFO : Epoch 752 | loss: 0.0311517 | val_loss: 0.0311627 | Time: 1988.93 ms
[2020-12-21 11:18:19 main:581] : INFO : Epoch 753 | loss: 0.0311507 | val_loss: 0.0311623 | Time: 1994 ms
[2020-12-21 11:18:21 main:581] : INFO : Epoch 754 | loss: 0.0311528 | val_loss: 0.0311608 | Time: 1991.9 ms
[2020-12-21 11:18:23 main:581] : INFO : Epoch 755 | loss: 0.0311518 | val_loss: 0.0311612 | Time: 1987.65 ms
[2020-12-21 11:18:25 main:581] : INFO : Epoch 756 | loss: 0.0311562 | val_loss: 0.0311629 | Time: 1993.82 ms
[2020-12-21 11:18:27 main:581] : INFO : Epoch 757 | loss: 0.0311514 | val_loss: 0.0311661 | Time: 1990.58 ms
[2020-12-21 11:18:29 main:581] : INFO : Epoch 758 | loss: 0.0311499 | val_loss: 0.031163 | Time: 1993.8 ms
[2020-12-21 11:18:31 main:581] : INFO : Epoch 759 | loss: 0.0311498 | val_loss: 0.031163 | Time: 1996.31 ms
[2020-12-21 11:18:33 main:581] : INFO : Epoch 760 | loss: 0.0311499 | val_loss: 0.031162 | Time: 1987.47 ms
[2020-12-21 11:18:35 main:581] : INFO : Epoch 761 | loss: 0.0311503 | val_loss: 0.0311636 | Time: 1992.68 ms
[2020-12-21 11:18:37 main:581] : INFO : Epoch 762 | loss: 0.0311527 | val_loss: 0.0311653 | Time: 1999.54 ms
[2020-12-21 11:18:39 main:581] : INFO : Epoch 763 | loss: 0.0311536 | val_loss: 0.0311633 | Time: 1996.51 ms
[2020-12-21 11:18:41 main:581] : INFO : Epoch 764 | loss: 0.0311533 | val_loss: 0.0311628 | Time: 1992.21 ms
[2020-12-21 11:18:43 main:581] : INFO : Epoch 765 | loss: 0.0311539 | val_loss: 0.0311618 | Time: 1987.58 ms
[2020-12-21 11:18:45 main:581] : INFO : Epoch 766 | loss: 0.0311547 | val_loss: 0.0311642 | Time: 1996.04 ms
[2020-12-21 11:18:47 main:581] : INFO : Epoch 767 | loss: 0.0311532 | val_loss: 0.0311626 | Time: 1986.33 ms
[2020-12-21 11:18:49 main:581] : INFO : Epoch 768 | loss: 0.0311555 | val_loss: 0.0311658 | Time: 1996.92 ms
[2020-12-21 11:18:51 main:581] : INFO : Epoch 769 | loss: 0.0311556 | val_loss: 0.0311628 | Time: 1995.31 ms
[2020-12-21 11:18:53 main:581] : INFO : Epoch 770 | loss: 0.0311531 | val_loss: 0.0311653 | Time: 1988.47 ms
[2020-12-21 11:18:55 main:581] : INFO : Epoch 771 | loss: 0.031154 | val_loss: 0.0311645 | Time: 1982.4 ms
[2020-12-21 11:18:57 main:581] : INFO : Epoch 772 | loss: 0.0311548 | val_loss: 0.0311663 | Time: 1989.39 ms
[2020-12-21 11:18:59 main:581] : INFO : Epoch 773 | loss: 0.0311541 | val_loss: 0.0311648 | Time: 1986.5 ms
[2020-12-21 11:19:01 main:581] : INFO : Epoch 774 | loss: 0.0311554 | val_loss: 0.0311627 | Time: 1996.3 ms
[2020-12-21 11:19:03 main:581] : INFO : Epoch 775 | loss: 0.0311538 | val_loss: 0.0311646 | Time: 1990.49 ms
[2020-12-21 11:19:05 main:581] : INFO : Epoch 776 | loss: 0.031154 | val_loss: 0.0311634 | Time: 2002.87 ms
[2020-12-21 11:19:07 main:581] : INFO : Epoch 777 | loss: 0.0311541 | val_loss: 0.0311629 | Time: 1991.88 ms
[2020-12-21 11:19:09 main:581] : INFO : Epoch 778 | loss: 0.0311544 | val_loss: 0.0311609 | Time: 1996.87 ms
[2020-12-21 11:19:11 main:581] : INFO : Epoch 779 | loss: 0.0311544 | val_loss: 0.0311623 | Time: 1989.35 ms
[2020-12-21 11:19:13 main:581] : INFO : Epoch 780 | loss: 0.0311543 | val_loss: 0.0311655 | Time: 2000.62 ms
[2020-12-21 11:19:15 main:581] : INFO : Epoch 781 | loss: 0.0311556 | val_loss: 0.0311601 | Time: 1999.55 ms
[2020-12-21 11:19:17 main:581] : INFO : Epoch 782 | loss: 0.031154 | val_loss: 0.0311613 | Time: 1995.87 ms
[2020-12-21 11:19:19 main:581] : INFO : Epoch 783 | loss: 0.0311543 | val_loss: 0.0311631 | Time: 1996.6 ms
[2020-12-21 11:19:21 main:581] : INFO : Epoch 784 | loss: 0.0311531 | val_loss: 0.0311616 | Time: 1989.04 ms
[2020-12-21 11:19:23 main:581] : INFO : Epoch 785 | loss: 0.0311534 | val_loss: 0.0311646 | Time: 1999.95 ms
[2020-12-21 11:19:25 main:581] : INFO : Epoch 786 | loss: 0.0311525 | val_loss: 0.031162 | Time: 1988.03 ms
[2020-12-21 11:19:27 main:581] : INFO : Epoch 787 | loss: 0.0311517 | val_loss: 0.0311624 | Time: 1991.53 ms
[2020-12-21 11:19:29 main:581] : INFO : Epoch 788 | loss: 0.0311528 | val_loss: 0.0311625 | Time: 1995.15 ms
[2020-12-21 11:19:31 main:581] : INFO : Epoch 789 | loss: 0.0311524 | val_loss: 0.0311616 | Time: 1982.93 ms
[2020-12-21 11:19:33 main:581] : INFO : Epoch 790 | loss: 0.0311525 | val_loss: 0.0311609 | Time: 1996.35 ms
[2020-12-21 11:19:35 main:581] : INFO : Epoch 791 | loss: 0.0311518 | val_loss: 0.0311612 | Time: 1995.79 ms
[2020-12-21 11:19:37 main:581] : INFO : Epoch 792 | loss: 0.0311526 | val_loss: 0.0311622 | Time: 1986.41 ms
[2020-12-21 11:19:39 main:581] : INFO : Epoch 793 | loss: 0.0311512 | val_loss: 0.0311604 | Time: 1988.02 ms
[2020-12-21 11:19:41 main:581] : INFO : Epoch 794 | loss: 0.0311505 | val_loss: 0.0311612 | Time: 1995.31 ms
[2020-12-21 11:19:43 main:581] : INFO : Epoch 795 | loss: 0.031151 | val_loss: 0.0311632 | Time: 1985.55 ms
[2020-12-21 11:19:45 main:581] : INFO : Epoch 796 | loss: 0.0311527 | val_loss: 0.0311702 | Time: 1996.69 ms
[2020-12-21 11:19:47 main:581] : INFO : Epoch 797 | loss: 0.0311526 | val_loss: 0.0311617 | Time: 1989.57 ms
[2020-12-21 11:19:49 main:581] : INFO : Epoch 798 | loss: 0.0311514 | val_loss: 0.0311629 | Time: 1995.41 ms
[2020-12-21 11:19:51 main:581] : INFO : Epoch 799 | loss: 0.0311516 | val_loss: 0.0311633 | Time: 1985.2 ms
[2020-12-21 11:19:53 main:581] : INFO : Epoch 800 | loss: 0.0311517 | val_loss: 0.0311634 | Time: 1994.89 ms
[2020-12-21 11:19:55 main:581] : INFO : Epoch 801 | loss: 0.0311526 | val_loss: 0.0311754 | Time: 1985.85 ms
[2020-12-21 11:19:57 main:581] : INFO : Epoch 802 | loss: 0.0311532 | val_loss: 0.0311621 | Time: 1981.2 ms
[2020-12-21 11:19:59 main:581] : INFO : Epoch 803 | loss: 0.0311522 | val_loss: 0.0311638 | Time: 1986.1 ms
[2020-12-21 11:20:01 main:581] : INFO : Epoch 804 | loss: 0.0311513 | val_loss: 0.0311607 | Time: 1997.06 ms
[2020-12-21 11:20:03 main:581] : INFO : Epoch 805 | loss: 0.0311499 | val_loss: 0.0311604 | Time: 1989.17 ms
[2020-12-21 11:20:05 main:581] : INFO : Epoch 806 | loss: 0.0311523 | val_loss: 0.0311599 | Time: 2004.65 ms
[2020-12-21 11:20:07 main:581] : INFO : Epoch 807 | loss: 0.0311526 | val_loss: 0.031161 | Time: 1996.24 ms
[2020-12-21 11:20:09 main:581] : INFO : Epoch 808 | loss: 0.0311528 | val_loss: 0.0311633 | Time: 1985.18 ms
[2020-12-21 11:20:11 main:581] : INFO : Epoch 809 | loss: 0.0311542 | val_loss: 0.0311654 | Time: 1991.3 ms
[2020-12-21 11:20:13 main:581] : INFO : Epoch 810 | loss: 0.0311544 | val_loss: 0.0311611 | Time: 1987.75 ms
[2020-12-21 11:20:15 main:581] : INFO : Epoch 811 | loss: 0.0311523 | val_loss: 0.0311653 | Time: 1996.23 ms
[2020-12-21 11:20:17 main:581] : INFO : Epoch 812 | loss: 0.0311544 | val_loss: 0.0311623 | Time: 1998.9 ms
[2020-12-21 11:20:19 main:581] : INFO : Epoch 813 | loss: 0.0311523 | val_loss: 0.0311618 | Time: 1998.2 ms
[2020-12-21 11:20:21 main:581] : INFO : Epoch 814 | loss: 0.031151 | val_loss: 0.0311617 | Time: 1990.33 ms
[2020-12-21 11:20:23 main:581] : INFO : Epoch 815 | loss: 0.0311511 | val_loss: 0.0311638 | Time: 1999.34 ms
[2020-12-21 11:20:25 main:581] : INFO : Epoch 816 | loss: 0.0311545 | val_loss: 0.0311668 | Time: 2011.35 ms
[2020-12-21 11:20:27 main:581] : INFO : Epoch 817 | loss: 0.0311536 | val_loss: 0.0311653 | Time: 1989.34 ms
[2020-12-21 11:20:29 main:581] : INFO : Epoch 818 | loss: 0.031151 | val_loss: 0.0311637 | Time: 1999.42 ms
[2020-12-21 11:20:31 main:581] : INFO : Epoch 819 | loss: 0.0311523 | val_loss: 0.031166 | Time: 2006.88 ms
[2020-12-21 11:20:33 main:581] : INFO : Epoch 820 | loss: 0.0311521 | val_loss: 0.0311631 | Time: 2003.39 ms
[2020-12-21 11:20:35 main:581] : INFO : Epoch 821 | loss: 0.0311527 | val_loss: 0.031166 | Time: 1988.41 ms
[2020-12-21 11:20:37 main:581] : INFO : Epoch 822 | loss: 0.0311531 | val_loss: 0.0311676 | Time: 1995.98 ms
[2020-12-21 11:20:39 main:581] : INFO : Epoch 823 | loss: 0.0311527 | val_loss: 0.0311621 | Time: 2001.2 ms
[2020-12-21 11:20:41 main:581] : INFO : Epoch 824 | loss: 0.0311525 | val_loss: 0.0311637 | Time: 1985.98 ms
[2020-12-21 11:20:43 main:581] : INFO : Epoch 825 | loss: 0.0311532 | val_loss: 0.0311655 | Time: 1998.07 ms
[2020-12-21 11:20:45 main:581] : INFO : Epoch 826 | loss: 0.031152 | val_loss: 0.0311664 | Time: 1982.17 ms
[2020-12-21 11:20:47 main:581] : INFO : Epoch 827 | loss: 0.0311549 | val_loss: 0.0311685 | Time: 2000.69 ms
[2020-12-21 11:20:49 main:581] : INFO : Epoch 828 | loss: 0.0311526 | val_loss: 0.031163 | Time: 1997.96 ms
[2020-12-21 11:20:51 main:581] : INFO : Epoch 829 | loss: 0.0311506 | val_loss: 0.0311626 | Time: 1998.87 ms
[2020-12-21 11:20:53 main:581] : INFO : Epoch 830 | loss: 0.0311553 | val_loss: 0.0311708 | Time: 1987.63 ms
[2020-12-21 11:20:55 main:581] : INFO : Epoch 831 | loss: 0.0311643 | val_loss: 0.0311661 | Time: 1985.83 ms
[2020-12-21 11:20:57 main:581] : INFO : Epoch 832 | loss: 0.0311607 | val_loss: 0.0311644 | Time: 1985.5 ms
[2020-12-21 11:20:59 main:581] : INFO : Epoch 833 | loss: 0.031155 | val_loss: 0.0311618 | Time: 1995.85 ms
[2020-12-21 11:21:01 main:581] : INFO : Epoch 834 | loss: 0.0311546 | val_loss: 0.0311647 | Time: 1988.27 ms
[2020-12-21 11:21:03 main:581] : INFO : Epoch 835 | loss: 0.0311548 | val_loss: 0.031162 | Time: 2006.6 ms
[2020-12-21 11:21:05 main:581] : INFO : Epoch 836 | loss: 0.0311528 | val_loss: 0.0311649 | Time: 2005.76 ms
[2020-12-21 11:21:07 main:581] : INFO : Epoch 837 | loss: 0.0311525 | val_loss: 0.0311628 | Time: 1988.38 ms
[2020-12-21 11:21:09 main:581] : INFO : Epoch 838 | loss: 0.031152 | val_loss: 0.0311642 | Time: 1986.17 ms
[2020-12-21 11:21:11 main:581] : INFO : Epoch 839 | loss: 0.0311528 | val_loss: 0.0311647 | Time: 1996.82 ms
[2020-12-21 11:21:13 main:581] : INFO : Epoch 840 | loss: 0.0311518 | val_loss: 0.0311653 | Time: 1986.64 ms
[2020-12-21 11:21:15 main:581] : INFO : Epoch 841 | loss: 0.0311508 | val_loss: 0.0311639 | Time: 2003.21 ms
[2020-12-21 11:21:17 main:581] : INFO : Epoch 842 | loss: 0.0311513 | val_loss: 0.0311642 | Time: 1987.32 ms
[2020-12-21 11:21:19 main:581] : INFO : Epoch 843 | loss: 0.0311519 | val_loss: 0.031163 | Time: 1996.92 ms
[2020-12-21 11:21:21 main:581] : INFO : Epoch 844 | loss: 0.0311539 | val_loss: 0.0311632 | Time: 1987.1 ms
[2020-12-21 11:21:23 main:581] : INFO : Epoch 845 | loss: 0.0311527 | val_loss: 0.0311641 | Time: 1988.05 ms
[2020-12-21 11:21:25 main:581] : INFO : Epoch 846 | loss: 0.0311571 | val_loss: 0.0311645 | Time: 1994.55 ms
[2020-12-21 11:21:27 main:581] : INFO : Epoch 847 | loss: 0.0311545 | val_loss: 0.0311654 | Time: 2000.81 ms
[2020-12-21 11:21:29 main:581] : INFO : Epoch 848 | loss: 0.0311526 | val_loss: 0.0311665 | Time: 1989.06 ms
[2020-12-21 11:21:31 main:581] : INFO : Epoch 849 | loss: 0.03116 | val_loss: 0.0311663 | Time: 1995.76 ms
[2020-12-21 11:21:33 main:581] : INFO : Epoch 850 | loss: 0.0311608 | val_loss: 0.0311696 | Time: 1988.86 ms
[2020-12-21 11:21:35 main:581] : INFO : Epoch 851 | loss: 0.0311586 | val_loss: 0.0311637 | Time: 1997.28 ms
[2020-12-21 11:21:37 main:581] : INFO : Epoch 852 | loss: 0.0311587 | val_loss: 0.0311621 | Time: 1990.52 ms
[2020-12-21 11:21:39 main:581] : INFO : Epoch 853 | loss: 0.0311565 | val_loss: 0.0311621 | Time: 1987 ms
[2020-12-21 11:21:41 main:581] : INFO : Epoch 854 | loss: 0.0311567 | val_loss: 0.0311613 | Time: 1990.04 ms
[2020-12-21 11:21:43 main:581] : INFO : Epoch 855 | loss: 0.031158 | val_loss: 0.0311636 | Time: 1997.41 ms
[2020-12-21 11:21:45 main:581] : INFO : Epoch 856 | loss: 0.0311569 | val_loss: 0.0311626 | Time: 1985.31 ms
[2020-12-21 11:21:47 main:581] : INFO : Epoch 857 | loss: 0.0311551 | val_loss: 0.0311638 | Time: 1995.68 ms
[2020-12-21 11:21:49 main:581] : INFO : Epoch 858 | loss: 0.0311548 | val_loss: 0.0311621 | Time: 1988.68 ms
[2020-12-21 11:21:51 main:581] : INFO : Epoch 859 | loss: 0.0311539 | val_loss: 0.0311634 | Time: 2000.21 ms
[2020-12-21 11:21:53 main:581] : INFO : Epoch 860 | loss: 0.0311543 | val_loss: 0.0311654 | Time: 2000.66 ms
[2020-12-21 11:21:55 main:581] : INFO : Epoch 861 | loss: 0.0311555 | val_loss: 0.031168 | Time: 1997.31 ms
[2020-12-21 11:21:57 main:581] : INFO : Epoch 862 | loss: 0.031154 | val_loss: 0.0311666 | Time: 1997.52 ms
[2020-12-21 11:21:59 main:581] : INFO : Epoch 863 | loss: 0.0311531 | val_loss: 0.0311636 | Time: 1994.9 ms
[2020-12-21 11:22:00 main:581] : INFO : Epoch 864 | loss: 0.0311532 | val_loss: 0.0311643 | Time: 1998.18 ms
[2020-12-21 11:22:02 main:581] : INFO : Epoch 865 | loss: 0.0311555 | val_loss: 0.0311631 | Time: 1984.02 ms
[2020-12-21 11:22:04 main:581] : INFO : Epoch 866 | loss: 0.0311561 | val_loss: 0.0311644 | Time: 1989.77 ms
[2020-12-21 11:22:06 main:581] : INFO : Epoch 867 | loss: 0.0311511 | val_loss: 0.0311651 | Time: 1996.85 ms
[2020-12-21 11:22:08 main:581] : INFO : Epoch 868 | loss: 0.0311513 | val_loss: 0.0311634 | Time: 1996.13 ms
[2020-12-21 11:22:10 main:581] : INFO : Epoch 869 | loss: 0.0311503 | val_loss: 0.0311632 | Time: 2000.3 ms
[2020-12-21 11:22:12 main:581] : INFO : Epoch 870 | loss: 0.031151 | val_loss: 0.0311644 | Time: 1994.31 ms
[2020-12-21 11:22:14 main:581] : INFO : Epoch 871 | loss: 0.0311545 | val_loss: 0.031168 | Time: 2001.33 ms
[2020-12-21 11:22:16 main:581] : INFO : Epoch 872 | loss: 0.0311552 | val_loss: 0.0311655 | Time: 1989.57 ms
[2020-12-21 11:22:18 main:581] : INFO : Epoch 873 | loss: 0.0311562 | val_loss: 0.0311652 | Time: 1997.12 ms
[2020-12-21 11:22:20 main:581] : INFO : Epoch 874 | loss: 0.0311605 | val_loss: 0.0311633 | Time: 1998.43 ms
[2020-12-21 11:22:22 main:581] : INFO : Epoch 875 | loss: 0.0311568 | val_loss: 0.0311652 | Time: 1991.72 ms
[2020-12-21 11:22:24 main:581] : INFO : Epoch 876 | loss: 0.031159 | val_loss: 0.0311676 | Time: 1982.88 ms
[2020-12-21 11:22:26 main:581] : INFO : Epoch 877 | loss: 0.0311571 | val_loss: 0.0311636 | Time: 1999.06 ms
[2020-12-21 11:22:28 main:581] : INFO : Epoch 878 | loss: 0.0311551 | val_loss: 0.031166 | Time: 1995.55 ms
[2020-12-21 11:22:30 main:581] : INFO : Epoch 879 | loss: 0.0311541 | val_loss: 0.0311687 | Time: 1985.68 ms
[2020-12-21 11:22:32 main:581] : INFO : Epoch 880 | loss: 0.0311537 | val_loss: 0.0311653 | Time: 2003.37 ms
[2020-12-21 11:22:34 main:581] : INFO : Epoch 881 | loss: 0.0311552 | val_loss: 0.0311641 | Time: 1988.21 ms
[2020-12-21 11:22:36 main:581] : INFO : Epoch 882 | loss: 0.0311533 | val_loss: 0.031165 | Time: 1998.85 ms
[2020-12-21 11:22:38 main:581] : INFO : Epoch 883 | loss: 0.0311531 | val_loss: 0.0311662 | Time: 1986.37 ms
[2020-12-21 11:22:40 main:581] : INFO : Epoch 884 | loss: 0.0311545 | val_loss: 0.0311638 | Time: 1992.53 ms
[2020-12-21 11:22:42 main:581] : INFO : Epoch 885 | loss: 0.031157 | val_loss: 0.0311635 | Time: 1990.23 ms
[2020-12-21 11:22:44 main:581] : INFO : Epoch 886 | loss: 0.0311596 | val_loss: 0.0311674 | Time: 1985.04 ms
[2020-12-21 11:22:46 main:581] : INFO : Epoch 887 | loss: 0.0311552 | val_loss: 0.0311693 | Time: 1993.93 ms
[2020-12-21 11:22:48 main:581] : INFO : Epoch 888 | loss: 0.0311541 | val_loss: 0.0311635 | Time: 1991.77 ms
[2020-12-21 11:22:50 main:581] : INFO : Epoch 889 | loss: 0.0311562 | val_loss: 0.0311646 | Time: 1999.13 ms
[2020-12-21 11:22:52 main:581] : INFO : Epoch 890 | loss: 0.0311569 | val_loss: 0.0311643 | Time: 2005.4 ms
[2020-12-21 11:22:54 main:581] : INFO : Epoch 891 | loss: 0.0311546 | val_loss: 0.0311629 | Time: 2002.24 ms
[2020-12-21 11:22:56 main:581] : INFO : Epoch 892 | loss: 0.0311533 | val_loss: 0.0311626 | Time: 1989.03 ms
[2020-12-21 11:22:58 main:581] : INFO : Epoch 893 | loss: 0.0311541 | val_loss: 0.031163 | Time: 2001.27 ms
[2020-12-21 11:23:00 main:581] : INFO : Epoch 894 | loss: 0.0311538 | val_loss: 0.0311607 | Time: 1989.88 ms
[2020-12-21 11:23:02 main:581] : INFO : Epoch 895 | loss: 0.0311512 | val_loss: 0.0311612 | Time: 1998.87 ms
[2020-12-21 11:23:04 main:581] : INFO : Epoch 896 | loss: 0.031154 | val_loss: 0.0311602 | Time: 2005.48 ms
[2020-12-21 11:23:06 main:581] : INFO : Epoch 897 | loss: 0.0311536 | val_loss: 0.0311594 | Time: 1996.1 ms
[2020-12-21 11:23:08 main:581] : INFO : Epoch 898 | loss: 0.0311519 | val_loss: 0.0311635 | Time: 1996.18 ms
[2020-12-21 11:23:10 main:581] : INFO : Epoch 899 | loss: 0.0311533 | val_loss: 0.0311622 | Time: 1989.69 ms
[2020-12-21 11:23:12 main:581] : INFO : Epoch 900 | loss: 0.0311524 | val_loss: 0.031162 | Time: 1995.34 ms
[2020-12-21 11:23:14 main:581] : INFO : Epoch 901 | loss: 0.0311514 | val_loss: 0.0311611 | Time: 1988.76 ms
[2020-12-21 11:23:16 main:581] : INFO : Epoch 902 | loss: 0.0311513 | val_loss: 0.0311637 | Time: 1997.04 ms
[2020-12-21 11:23:18 main:581] : INFO : Epoch 903 | loss: 0.0311523 | val_loss: 0.0311611 | Time: 1994.46 ms
[2020-12-21 11:23:20 main:581] : INFO : Epoch 904 | loss: 0.0311508 | val_loss: 0.0311646 | Time: 1985.33 ms
[2020-12-21 11:23:22 main:581] : INFO : Epoch 905 | loss: 0.03115 | val_loss: 0.0311607 | Time: 2002.78 ms
[2020-12-21 11:23:24 main:581] : INFO : Epoch 906 | loss: 0.0311498 | val_loss: 0.0311601 | Time: 1989.29 ms
[2020-12-21 11:23:26 main:581] : INFO : Epoch 907 | loss: 0.0311498 | val_loss: 0.0311605 | Time: 1987.26 ms
[2020-12-21 11:23:28 main:581] : INFO : Epoch 908 | loss: 0.0311493 | val_loss: 0.0311639 | Time: 1996.07 ms
[2020-12-21 11:23:30 main:581] : INFO : Epoch 909 | loss: 0.0311597 | val_loss: 0.0311613 | Time: 1996.3 ms
[2020-12-21 11:23:32 main:581] : INFO : Epoch 910 | loss: 0.0311569 | val_loss: 0.0311615 | Time: 1989.93 ms
[2020-12-21 11:23:34 main:581] : INFO : Epoch 911 | loss: 0.0311536 | val_loss: 0.0311629 | Time: 2007.01 ms
[2020-12-21 11:23:36 main:581] : INFO : Epoch 912 | loss: 0.0311522 | val_loss: 0.0311624 | Time: 1989.12 ms
[2020-12-21 11:23:38 main:581] : INFO : Epoch 913 | loss: 0.0311547 | val_loss: 0.0311682 | Time: 1987.85 ms
[2020-12-21 11:23:40 main:581] : INFO : Epoch 914 | loss: 0.031152 | val_loss: 0.0311621 | Time: 1996.9 ms
[2020-12-21 11:23:42 main:581] : INFO : Epoch 915 | loss: 0.0311521 | val_loss: 0.0311637 | Time: 1999.33 ms
[2020-12-21 11:23:44 main:581] : INFO : Epoch 916 | loss: 0.0311592 | val_loss: 0.0311659 | Time: 1985.25 ms
[2020-12-21 11:23:46 main:581] : INFO : Epoch 917 | loss: 0.0311557 | val_loss: 0.0311623 | Time: 2001.63 ms
[2020-12-21 11:23:48 main:581] : INFO : Epoch 918 | loss: 0.0311544 | val_loss: 0.0311619 | Time: 1994.68 ms
[2020-12-21 11:23:50 main:581] : INFO : Epoch 919 | loss: 0.0311538 | val_loss: 0.0311613 | Time: 1993.61 ms
[2020-12-21 11:23:52 main:581] : INFO : Epoch 920 | loss: 0.0311527 | val_loss: 0.0311614 | Time: 2001.37 ms
[2020-12-21 11:23:54 main:581] : INFO : Epoch 921 | loss: 0.0311512 | val_loss: 0.0311622 | Time: 1997 ms
[2020-12-21 11:23:56 main:581] : INFO : Epoch 922 | loss: 0.0311502 | val_loss: 0.0311652 | Time: 1994.17 ms
[2020-12-21 11:23:58 main:581] : INFO : Epoch 923 | loss: 0.0311518 | val_loss: 0.0311651 | Time: 1989.04 ms
[2020-12-21 11:24:00 main:581] : INFO : Epoch 924 | loss: 0.0311543 | val_loss: 0.0311728 | Time: 2000.26 ms
[2020-12-21 11:24:02 main:581] : INFO : Epoch 925 | loss: 0.031155 | val_loss: 0.0311668 | Time: 1994.05 ms
[2020-12-21 11:24:04 main:581] : INFO : Epoch 926 | loss: 0.0311543 | val_loss: 0.0311662 | Time: 2000.78 ms
[2020-12-21 11:24:06 main:581] : INFO : Epoch 927 | loss: 0.0311545 | val_loss: 0.0311635 | Time: 1990.78 ms
[2020-12-21 11:24:08 main:581] : INFO : Epoch 928 | loss: 0.0311528 | val_loss: 0.0311655 | Time: 1988.32 ms
[2020-12-21 11:24:10 main:581] : INFO : Epoch 929 | loss: 0.0311522 | val_loss: 0.031172 | Time: 1994.35 ms
[2020-12-21 11:24:12 main:581] : INFO : Epoch 930 | loss: 0.0311552 | val_loss: 0.0311632 | Time: 1981.01 ms
[2020-12-21 11:24:14 main:581] : INFO : Epoch 931 | loss: 0.0311532 | val_loss: 0.0311614 | Time: 2007.21 ms
[2020-12-21 11:24:16 main:581] : INFO : Epoch 932 | loss: 0.0311516 | val_loss: 0.0311633 | Time: 1990.62 ms
[2020-12-21 11:24:18 main:581] : INFO : Epoch 933 | loss: 0.0311511 | val_loss: 0.031164 | Time: 1987.31 ms
[2020-12-21 11:24:20 main:581] : INFO : Epoch 934 | loss: 0.0311513 | val_loss: 0.0311681 | Time: 1998.68 ms
[2020-12-21 11:24:22 main:581] : INFO : Epoch 935 | loss: 0.0311516 | val_loss: 0.0311652 | Time: 1998.97 ms
[2020-12-21 11:24:24 main:581] : INFO : Epoch 936 | loss: 0.0311527 | val_loss: 0.0311656 | Time: 1988.54 ms
[2020-12-21 11:24:26 main:581] : INFO : Epoch 937 | loss: 0.031152 | val_loss: 0.0311636 | Time: 1996.63 ms
[2020-12-21 11:24:28 main:581] : INFO : Epoch 938 | loss: 0.0311508 | val_loss: 0.0311663 | Time: 1992.44 ms
[2020-12-21 11:24:30 main:581] : INFO : Epoch 939 | loss: 0.0311524 | val_loss: 0.0311655 | Time: 1986.9 ms
[2020-12-21 11:24:32 main:581] : INFO : Epoch 940 | loss: 0.0311521 | val_loss: 0.0311688 | Time: 2000.09 ms
[2020-12-21 11:24:34 main:581] : INFO : Epoch 941 | loss: 0.0311504 | val_loss: 0.0311663 | Time: 1977.95 ms
[2020-12-21 11:24:36 main:581] : INFO : Epoch 942 | loss: 0.031151 | val_loss: 0.0311675 | Time: 1994.79 ms
[2020-12-21 11:24:38 main:581] : INFO : Epoch 943 | loss: 0.031151 | val_loss: 0.0311662 | Time: 1990.04 ms
[2020-12-21 11:24:40 main:581] : INFO : Epoch 944 | loss: 0.0311515 | val_loss: 0.0311644 | Time: 1989.47 ms
[2020-12-21 11:24:42 main:581] : INFO : Epoch 945 | loss: 0.0311494 | val_loss: 0.0311672 | Time: 1990.37 ms
[2020-12-21 11:24:44 main:581] : INFO : Epoch 946 | loss: 0.03115 | val_loss: 0.0311631 | Time: 1993.85 ms
[2020-12-21 11:24:46 main:581] : INFO : Epoch 947 | loss: 0.0311495 | val_loss: 0.031167 | Time: 1998.79 ms
[2020-12-21 11:24:48 main:581] : INFO : Epoch 948 | loss: 0.0311498 | val_loss: 0.0311646 | Time: 1992.54 ms
[2020-12-21 11:24:50 main:581] : INFO : Epoch 949 | loss: 0.0311497 | val_loss: 0.031165 | Time: 1984.45 ms
[2020-12-21 11:24:52 main:581] : INFO : Epoch 950 | loss: 0.0311486 | val_loss: 0.0311701 | Time: 2003.79 ms
[2020-12-21 11:24:54 main:581] : INFO : Epoch 951 | loss: 0.0311507 | val_loss: 0.0311697 | Time: 1988.19 ms
[2020-12-21 11:24:56 main:581] : INFO : Epoch 952 | loss: 0.0311511 | val_loss: 0.0311645 | Time: 1997.74 ms
[2020-12-21 11:24:58 main:581] : INFO : Epoch 953 | loss: 0.0311484 | val_loss: 0.0311663 | Time: 1988.69 ms
[2020-12-21 11:25:00 main:581] : INFO : Epoch 954 | loss: 0.0311487 | val_loss: 0.0311661 | Time: 1992.34 ms
[2020-12-21 11:25:02 main:581] : INFO : Epoch 955 | loss: 0.0311478 | val_loss: 0.0311629 | Time: 1987.42 ms
[2020-12-21 11:25:04 main:581] : INFO : Epoch 956 | loss: 0.0311475 | val_loss: 0.0311645 | Time: 1991.85 ms
[2020-12-21 11:25:06 main:581] : INFO : Epoch 957 | loss: 0.0311493 | val_loss: 0.0311635 | Time: 1986.83 ms
[2020-12-21 11:25:08 main:581] : INFO : Epoch 958 | loss: 0.0311499 | val_loss: 0.031164 | Time: 1972.96 ms
[2020-12-21 11:25:10 main:581] : INFO : Epoch 959 | loss: 0.0311508 | val_loss: 0.0311625 | Time: 1945.9 ms
[2020-12-21 11:25:12 main:581] : INFO : Epoch 960 | loss: 0.0311492 | val_loss: 0.0311627 | Time: 1988.24 ms
[2020-12-21 11:25:14 main:581] : INFO : Epoch 961 | loss: 0.0311479 | val_loss: 0.0311618 | Time: 1994.45 ms
[2020-12-21 11:25:16 main:581] : INFO : Epoch 962 | loss: 0.0311486 | val_loss: 0.031165 | Time: 1988.96 ms
[2020-12-21 11:25:18 main:581] : INFO : Epoch 963 | loss: 0.0311496 | val_loss: 0.0311649 | Time: 1996.49 ms
[2020-12-21 11:25:20 main:581] : INFO : Epoch 964 | loss: 0.0311473 | val_loss: 0.0311623 | Time: 2002.46 ms
[2020-12-21 11:25:22 main:581] : INFO : Epoch 965 | loss: 0.0311483 | val_loss: 0.0311632 | Time: 1996.2 ms
[2020-12-21 11:25:24 main:581] : INFO : Epoch 966 | loss: 0.0311475 | val_loss: 0.0311619 | Time: 1992.41 ms
[2020-12-21 11:25:26 main:581] : INFO : Epoch 967 | loss: 0.0311483 | val_loss: 0.0311626 | Time: 2010.34 ms
[2020-12-21 11:25:28 main:581] : INFO : Epoch 968 | loss: 0.0311473 | val_loss: 0.0311675 | Time: 2001.23 ms
[2020-12-21 11:25:30 main:581] : INFO : Epoch 969 | loss: 0.0311478 | val_loss: 0.0311646 | Time: 1999.81 ms
[2020-12-21 11:25:32 main:581] : INFO : Epoch 970 | loss: 0.0311491 | val_loss: 0.0311623 | Time: 1987.88 ms
[2020-12-21 11:25:34 main:581] : INFO : Epoch 971 | loss: 0.0311471 | val_loss: 0.0311643 | Time: 1991.46 ms
[2020-12-21 11:25:36 main:581] : INFO : Epoch 972 | loss: 0.0311456 | val_loss: 0.0311614 | Time: 2004.63 ms
[2020-12-21 11:25:38 main:581] : INFO : Epoch 973 | loss: 0.0311465 | val_loss: 0.0311636 | Time: 2004.07 ms
[2020-12-21 11:25:40 main:581] : INFO : Epoch 974 | loss: 0.0311468 | val_loss: 0.0311621 | Time: 1985.85 ms
[2020-12-21 11:25:42 main:581] : INFO : Epoch 975 | loss: 0.0311467 | val_loss: 0.0311619 | Time: 2002.48 ms
[2020-12-21 11:25:44 main:581] : INFO : Epoch 976 | loss: 0.0311479 | val_loss: 0.0311653 | Time: 1988.12 ms
[2020-12-21 11:25:46 main:581] : INFO : Epoch 977 | loss: 0.031147 | val_loss: 0.0311638 | Time: 1988.27 ms
[2020-12-21 11:25:48 main:581] : INFO : Epoch 978 | loss: 0.0311488 | val_loss: 0.0311628 | Time: 1998.3 ms
[2020-12-21 11:25:50 main:581] : INFO : Epoch 979 | loss: 0.0311472 | val_loss: 0.0311607 | Time: 1992.41 ms
[2020-12-21 11:25:52 main:581] : INFO : Epoch 980 | loss: 0.031147 | val_loss: 0.031164 | Time: 1989.8 ms
[2020-12-21 11:25:54 main:581] : INFO : Epoch 981 | loss: 0.0311469 | val_loss: 0.0311637 | Time: 2009.38 ms
[2020-12-21 11:25:56 main:581] : INFO : Epoch 982 | loss: 0.0311452 | val_loss: 0.0311622 | Time: 1991.37 ms
[2020-12-21 11:25:58 main:581] : INFO : Epoch 983 | loss: 0.0311463 | val_loss: 0.0311625 | Time: 2007.65 ms
[2020-12-21 11:26:00 main:581] : INFO : Epoch 984 | loss: 0.0311455 | val_loss: 0.0311633 | Time: 1994.13 ms
[2020-12-21 11:26:02 main:581] : INFO : Epoch 985 | loss: 0.0311458 | val_loss: 0.0311626 | Time: 2005.69 ms
[2020-12-21 11:26:04 main:581] : INFO : Epoch 986 | loss: 0.0311455 | val_loss: 0.0311631 | Time: 2003.23 ms
[2020-12-21 11:26:06 main:581] : INFO : Epoch 987 | loss: 0.0311484 | val_loss: 0.0311709 | Time: 2006.34 ms
[2020-12-21 11:26:08 main:581] : INFO : Epoch 988 | loss: 0.031153 | val_loss: 0.0311689 | Time: 2007.14 ms
[2020-12-21 11:26:10 main:581] : INFO : Epoch 989 | loss: 0.0311553 | val_loss: 0.0311689 | Time: 2011.46 ms
[2020-12-21 11:26:12 main:581] : INFO : Epoch 990 | loss: 0.031162 | val_loss: 0.0311684 | Time: 2017.47 ms
[2020-12-21 11:26:14 main:581] : INFO : Epoch 991 | loss: 0.0311612 | val_loss: 0.0311672 | Time: 2007.77 ms
[2020-12-21 11:26:16 main:581] : INFO : Epoch 992 | loss: 0.0311564 | val_loss: 0.0311704 | Time: 2000.36 ms
[2020-12-21 11:26:18 main:581] : INFO : Epoch 993 | loss: 0.0311559 | val_loss: 0.0311687 | Time: 2004.89 ms
[2020-12-21 11:26:20 main:581] : INFO : Epoch 994 | loss: 0.0311546 | val_loss: 0.0311656 | Time: 2003.52 ms
[2020-12-21 11:26:22 main:581] : INFO : Epoch 995 | loss: 0.031155 | val_loss: 0.0311643 | Time: 2005.4 ms
[2020-12-21 11:26:24 main:581] : INFO : Epoch 996 | loss: 0.0311536 | val_loss: 0.0311686 | Time: 2004.32 ms
[2020-12-21 11:26:26 main:581] : INFO : Epoch 997 | loss: 0.0311509 | val_loss: 0.0311665 | Time: 1998.05 ms
[2020-12-21 11:26:28 main:581] : INFO : Epoch 998 | loss: 0.0311518 | val_loss: 0.031168 | Time: 2008.07 ms
[2020-12-21 11:26:30 main:581] : INFO : Epoch 999 | loss: 0.0311518 | val_loss: 0.0311673 | Time: 2008.78 ms
[2020-12-21 11:26:32 main:581] : INFO : Epoch 1000 | loss: 0.03115 | val_loss: 0.0311662 | Time: 1996.85 ms
[2020-12-21 11:26:34 main:581] : INFO : Epoch 1001 | loss: 0.0311495 | val_loss: 0.0311691 | Time: 2001.97 ms
[2020-12-21 11:26:36 main:581] : INFO : Epoch 1002 | loss: 0.0311486 | val_loss: 0.0311675 | Time: 2001.16 ms
[2020-12-21 11:26:38 main:581] : INFO : Epoch 1003 | loss: 0.0311494 | val_loss: 0.031166 | Time: 1994.14 ms
[2020-12-21 11:26:40 main:581] : INFO : Epoch 1004 | loss: 0.031149 | val_loss: 0.0311654 | Time: 1994.68 ms
[2020-12-21 11:26:42 main:581] : INFO : Epoch 1005 | loss: 0.0311483 | val_loss: 0.031166 | Time: 2001.68 ms
[2020-12-21 11:26:44 main:581] : INFO : Epoch 1006 | loss: 0.0311515 | val_loss: 0.0311699 | Time: 1998.32 ms
[2020-12-21 11:26:46 main:581] : INFO : Epoch 1007 | loss: 0.0311522 | val_loss: 0.0311678 | Time: 1993.36 ms
[2020-12-21 11:26:48 main:581] : INFO : Epoch 1008 | loss: 0.031171 | val_loss: 0.0311909 | Time: 2000.06 ms
[2020-12-21 11:26:50 main:581] : INFO : Epoch 1009 | loss: 0.031577 | val_loss: 0.0326152 | Time: 2004.02 ms
[2020-12-21 11:26:52 main:581] : INFO : Epoch 1010 | loss: 0.0366565 | val_loss: 0.0341237 | Time: 1998.93 ms
[2020-12-21 11:26:54 main:581] : INFO : Epoch 1011 | loss: 0.0322371 | val_loss: 0.0313707 | Time: 1997.61 ms
[2020-12-21 11:26:56 main:581] : INFO : Epoch 1012 | loss: 0.0313362 | val_loss: 0.0312358 | Time: 2004.2 ms
[2020-12-21 11:26:58 main:581] : INFO : Epoch 1013 | loss: 0.0312084 | val_loss: 0.0311898 | Time: 1994.97 ms
[2020-12-21 11:27:00 main:581] : INFO : Epoch 1014 | loss: 0.0311813 | val_loss: 0.0311806 | Time: 1993.69 ms
[2020-12-21 11:27:02 main:581] : INFO : Epoch 1015 | loss: 0.0311835 | val_loss: 0.0311751 | Time: 1999.78 ms
[2020-12-21 11:27:04 main:581] : INFO : Epoch 1016 | loss: 0.0311736 | val_loss: 0.0311743 | Time: 1993.68 ms
[2020-12-21 11:27:06 main:581] : INFO : Epoch 1017 | loss: 0.0311702 | val_loss: 0.0311768 | Time: 2014.38 ms
[2020-12-21 11:27:08 main:581] : INFO : Epoch 1018 | loss: 0.0311714 | val_loss: 0.0311725 | Time: 1994.82 ms
[2020-12-21 11:27:10 main:581] : INFO : Epoch 1019 | loss: 0.0311708 | val_loss: 0.0311696 | Time: 1991.95 ms
[2020-12-21 11:27:12 main:581] : INFO : Epoch 1020 | loss: 0.0311686 | val_loss: 0.0311697 | Time: 1985.46 ms
[2020-12-21 11:27:14 main:581] : INFO : Epoch 1021 | loss: 0.0311671 | val_loss: 0.0311688 | Time: 1991.84 ms
[2020-12-21 11:27:16 main:581] : INFO : Epoch 1022 | loss: 0.0311666 | val_loss: 0.0311703 | Time: 1993.3 ms
[2020-12-21 11:27:18 main:581] : INFO : Epoch 1023 | loss: 0.0311656 | val_loss: 0.0311671 | Time: 1994.76 ms
[2020-12-21 11:27:20 main:581] : INFO : Epoch 1024 | loss: 0.0311645 | val_loss: 0.0311667 | Time: 1993.34 ms
[2020-12-21 11:27:20 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311667
[2020-12-21 11:27:20 main:610] : INFO : Saving end state to config to file
[2020-12-21 11:27:20 main:615] : INFO : Success, exiting..
11:27:20 (420796): called boinc_finish(0)
</stderr_txt>
]]>
©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)