Task 3485923
| Name | ParityMachine-1605151977-21263-15_0 |
| Workunit | 1723212 |
| Created | 29 Dec 2020, 23:25:43 UTC |
| Sent | 4 Jan 2021, 2:16:46 UTC |
| Report deadline | 11 Jan 2021, 2:16:46 UTC |
| Received | 4 Jan 2021, 3:34:24 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7171 |
| Run time | 34 min 9 sec |
| CPU time | 33 min 12 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 2,569.86 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.56 GB |
| Peak swap size | 3.48 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.14.2</core_client_version> <![CDATA[ <stderr_txt> ] : INFO : Epoch 514 | loss: 0.0311461 | val_loss: 0.031161 | Time: 1949.27 ms [2021-01-04 04:17:15 main:574] : INFO : Epoch 515 | loss: 0.0311457 | val_loss: 0.0311627 | Time: 1958.12 ms [2021-01-04 04:17:17 main:574] : INFO : Epoch 516 | loss: 0.031147 | val_loss: 0.031161 | Time: 1958.82 ms [2021-01-04 04:17:19 main:574] : INFO : Epoch 517 | loss: 0.0311476 | val_loss: 0.0311695 | Time: 1959.44 ms [2021-01-04 04:17:21 main:574] : INFO : Epoch 518 | loss: 0.0311477 | val_loss: 0.0311626 | Time: 1960.72 ms [2021-01-04 04:17:23 main:574] : INFO : Epoch 519 | loss: 0.031147 | val_loss: 0.0311616 | Time: 1954.78 ms [2021-01-04 04:17:25 main:574] : INFO : Epoch 520 | loss: 0.0311457 | val_loss: 0.0311634 | Time: 1950.85 ms [2021-01-04 04:17:27 main:574] : INFO : Epoch 521 | loss: 0.0311461 | val_loss: 0.0311625 | Time: 1955.52 ms [2021-01-04 04:17:29 main:574] : INFO : Epoch 522 | loss: 0.0311471 | val_loss: 0.0311633 | Time: 1958.94 ms [2021-01-04 04:17:31 main:574] : INFO : Epoch 523 | loss: 0.0311474 | val_loss: 0.0311669 | Time: 1952.5 ms [2021-01-04 04:17:33 main:574] : INFO : Epoch 524 | loss: 0.0311468 | val_loss: 0.0311612 | Time: 1950.81 ms [2021-01-04 04:17:35 main:574] : INFO : Epoch 525 | loss: 0.0311472 | val_loss: 0.0311623 | Time: 1954.09 ms [2021-01-04 04:17:37 main:574] : INFO : Epoch 526 | loss: 0.0311486 | val_loss: 0.0311646 | Time: 1963.1 ms [2021-01-04 04:17:39 main:574] : INFO : Epoch 527 | loss: 0.0311483 | val_loss: 0.0311609 | Time: 1959.85 ms [2021-01-04 04:17:41 main:574] : INFO : Epoch 528 | loss: 0.0311495 | val_loss: 0.031162 | Time: 1963.23 ms [2021-01-04 04:17:43 main:574] : INFO : Epoch 529 | loss: 0.0311491 | val_loss: 0.0311606 | Time: 1967.08 ms [2021-01-04 04:17:45 main:574] : INFO : Epoch 530 | loss: 0.0311478 | val_loss: 0.0311605 | Time: 1957.92 ms [2021-01-04 04:17:47 main:574] : INFO : Epoch 531 | loss: 0.0311474 | val_loss: 0.0311626 | Time: 1969.22 ms [2021-01-04 04:17:49 main:574] : INFO : Epoch 532 | loss: 0.0311466 | val_loss: 0.0311616 | Time: 1968.03 ms [2021-01-04 04:17:51 main:574] : INFO : Epoch 533 | loss: 0.0311472 | val_loss: 0.0311597 | Time: 1963.55 ms [2021-01-04 04:17:53 main:574] : INFO : Epoch 534 | loss: 0.0311482 | val_loss: 0.0311631 | Time: 1963.77 ms [2021-01-04 04:17:55 main:574] : INFO : Epoch 535 | loss: 0.0311472 | val_loss: 0.0311619 | Time: 1970.28 ms [2021-01-04 04:17:57 main:574] : INFO : Epoch 536 | loss: 0.0311457 | val_loss: 0.0311636 | Time: 1969.62 ms [2021-01-04 04:17:59 main:574] : INFO : Epoch 537 | loss: 0.0311465 | val_loss: 0.0311638 | Time: 1960.39 ms [2021-01-04 04:18:01 main:574] : INFO : Epoch 538 | loss: 0.0311486 | val_loss: 0.0311643 | Time: 1966.23 ms [2021-01-04 04:18:03 main:574] : INFO : Epoch 539 | loss: 0.0311456 | val_loss: 0.0311618 | Time: 1964.36 ms [2021-01-04 04:18:05 main:574] : INFO : Epoch 540 | loss: 0.0311443 | val_loss: 0.0311649 | Time: 1967.23 ms [2021-01-04 04:18:07 main:574] : INFO : Epoch 541 | loss: 0.0311438 | val_loss: 0.031161 | Time: 1980.24 ms [2021-01-04 04:18:09 main:574] : INFO : Epoch 542 | loss: 0.0311441 | val_loss: 0.0311598 | Time: 1968.04 ms [2021-01-04 04:18:11 main:574] : INFO : Epoch 543 | loss: 0.0311465 | val_loss: 0.0311619 | Time: 1970.18 ms [2021-01-04 04:18:13 main:574] : INFO : Epoch 544 | loss: 0.0311452 | val_loss: 0.0311601 | Time: 1967.21 ms [2021-01-04 04:18:15 main:574] : INFO : Epoch 545 | loss: 0.0311432 | val_loss: 0.031165 | Time: 1967.13 ms [2021-01-04 04:18:17 main:574] : INFO : Epoch 546 | loss: 0.0311465 | val_loss: 0.0311603 | Time: 1966.83 ms [2021-01-04 04:18:19 main:574] : INFO : Epoch 547 | loss: 0.0311455 | val_loss: 0.0311587 | Time: 1977.23 ms [2021-01-04 04:18:21 main:574] : INFO : Epoch 548 | loss: 0.0311447 | val_loss: 0.0311595 | Time: 1963.25 ms [2021-01-04 04:18:23 main:574] : INFO : Epoch 549 | loss: 0.0311456 | val_loss: 0.0311644 | Time: 1969.58 ms [2021-01-04 04:18:25 main:574] : INFO : Epoch 550 | loss: 0.0311455 | val_loss: 0.031161 | Time: 1963.28 ms [2021-01-04 04:18:27 main:574] : INFO : Epoch 551 | loss: 0.0311463 | val_loss: 0.0311618 | Time: 1964.83 ms [2021-01-04 04:18:29 main:574] : INFO : Epoch 552 | loss: 0.0311448 | val_loss: 0.0311606 | Time: 1966.21 ms [2021-01-04 04:18:31 main:574] : INFO : Epoch 553 | loss: 0.0311457 | val_loss: 0.0311618 | Time: 1971.53 ms [2021-01-04 04:18:33 main:574] : INFO : Epoch 554 | loss: 0.0311436 | val_loss: 0.0311605 | Time: 1977.01 ms [2021-01-04 04:18:34 main:574] : INFO : Epoch 555 | loss: 0.0311433 | val_loss: 0.0311602 | Time: 1962.49 ms [2021-01-04 04:18:36 main:574] : INFO : Epoch 556 | loss: 0.0311441 | val_loss: 0.0311613 | Time: 1979.11 ms [2021-01-04 04:18:38 main:574] : INFO : Epoch 557 | loss: 0.031147 | val_loss: 0.0311635 | Time: 1970.19 ms [2021-01-04 04:18:40 main:574] : INFO : Epoch 558 | loss: 0.0311439 | val_loss: 0.0311607 | Time: 1963.26 ms [2021-01-04 04:18:42 main:574] : INFO : Epoch 559 | loss: 0.0311432 | val_loss: 0.0311603 | Time: 1971.58 ms [2021-01-04 04:18:44 main:574] : INFO : Epoch 560 | loss: 0.0311433 | val_loss: 0.0311603 | Time: 1961.13 ms [2021-01-04 04:18:46 main:574] : INFO : Epoch 561 | loss: 0.0311427 | val_loss: 0.031162 | Time: 1956.17 ms [2021-01-04 04:18:48 main:574] : INFO : Epoch 562 | loss: 0.0311418 | val_loss: 0.0311619 | Time: 1965.7 ms [2021-01-04 04:18:50 main:574] : INFO : Epoch 563 | loss: 0.0311446 | val_loss: 0.0311627 | Time: 1956.92 ms [2021-01-04 04:18:52 main:574] : INFO : Epoch 564 | loss: 0.0311433 | val_loss: 0.0311629 | Time: 1961.86 ms [2021-01-04 04:18:54 main:574] : INFO : Epoch 565 | loss: 0.031143 | val_loss: 0.0311618 | Time: 1959.49 ms [2021-01-04 04:18:56 main:574] : INFO : Epoch 566 | loss: 0.031144 | val_loss: 0.0311607 | Time: 1971.92 ms [2021-01-04 04:18:58 main:574] : INFO : Epoch 567 | loss: 0.0311416 | val_loss: 0.0311599 | Time: 1961.86 ms [2021-01-04 04:19:00 main:574] : INFO : Epoch 568 | loss: 0.0311429 | val_loss: 0.0311615 | Time: 1963.71 ms [2021-01-04 04:19:02 main:574] : INFO : Epoch 569 | loss: 0.0311439 | val_loss: 0.0311643 | Time: 1966.44 ms [2021-01-04 04:19:04 main:574] : INFO : Epoch 570 | loss: 0.031143 | val_loss: 0.0311608 | Time: 1964.85 ms [2021-01-04 04:19:06 main:574] : INFO : Epoch 571 | loss: 0.0311427 | val_loss: 0.0311628 | Time: 1966.53 ms [2021-01-04 04:19:08 main:574] : INFO : Epoch 572 | loss: 0.0311444 | val_loss: 0.0311598 | Time: 1958.1 ms [2021-01-04 04:19:10 main:574] : INFO : Epoch 573 | loss: 0.0311453 | val_loss: 0.0311623 | Time: 1963.98 ms [2021-01-04 04:19:12 main:574] : INFO : Epoch 574 | loss: 0.0311446 | val_loss: 0.0311599 | Time: 1959.76 ms [2021-01-04 04:19:14 main:574] : INFO : Epoch 575 | loss: 0.0311472 | val_loss: 0.0311697 | Time: 1964.31 ms [2021-01-04 04:19:16 main:574] : INFO : Epoch 576 | loss: 0.0311454 | val_loss: 0.0311583 | Time: 1969.87 ms [2021-01-04 04:19:18 main:574] : INFO : Epoch 577 | loss: 0.0311438 | val_loss: 0.031158 | Time: 1966.96 ms [2021-01-04 04:19:20 main:574] : INFO : Epoch 578 | loss: 0.0311429 | val_loss: 0.0311601 | Time: 1965 ms [2021-01-04 04:19:22 main:574] : INFO : Epoch 579 | loss: 0.0311432 | val_loss: 0.0311601 | Time: 1963.24 ms [2021-01-04 04:19:24 main:574] : INFO : Epoch 580 | loss: 0.0311439 | val_loss: 0.0311624 | Time: 1967.44 ms [2021-01-04 04:19:26 main:574] : INFO : Epoch 581 | loss: 0.031143 | val_loss: 0.0311599 | Time: 1963.48 ms [2021-01-04 04:19:28 main:574] : INFO : Epoch 582 | loss: 0.0311426 | val_loss: 0.03116 | Time: 1973.34 ms [2021-01-04 04:19:30 main:574] : INFO : Epoch 583 | loss: 0.0311416 | val_loss: 0.0311639 | Time: 1969.39 ms [2021-01-04 04:19:32 main:574] : INFO : Epoch 584 | loss: 0.0311427 | val_loss: 0.0311594 | Time: 1963.92 ms [2021-01-04 04:19:34 main:574] : INFO : Epoch 585 | loss: 0.0311421 | val_loss: 0.031161 | Time: 1972.47 ms [2021-01-04 04:19:36 main:574] : INFO : Epoch 586 | loss: 0.0311405 | val_loss: 0.0311596 | Time: 1969.75 ms [2021-01-04 04:19:38 main:574] : INFO : Epoch 587 | loss: 0.0311392 | val_loss: 0.0311608 | Time: 1970.95 ms [2021-01-04 04:19:40 main:574] : INFO : Epoch 588 | loss: 0.0311406 | val_loss: 0.0311594 | Time: 1971.65 ms [2021-01-04 04:19:42 main:574] : INFO : Epoch 589 | loss: 0.0311404 | val_loss: 0.0311632 | Time: 1964.92 ms [2021-01-04 04:19:44 main:574] : INFO : Epoch 590 | loss: 0.031142 | val_loss: 0.0311624 | Time: 1964.1 ms [2021-01-04 04:19:46 main:574] : INFO : Epoch 591 | loss: 0.0311419 | val_loss: 0.0311618 | Time: 1965.15 ms [2021-01-04 04:19:48 main:574] : INFO : Epoch 592 | loss: 0.0311411 | val_loss: 0.0311597 | Time: 1973.38 ms [2021-01-04 04:19:50 main:574] : INFO : Epoch 593 | loss: 0.0311436 | val_loss: 0.031163 | Time: 1966.44 ms [2021-01-04 04:19:52 main:574] : INFO : Epoch 594 | loss: 0.0311405 | val_loss: 0.0311642 | Time: 1977.05 ms [2021-01-04 04:19:54 main:574] : INFO : Epoch 595 | loss: 0.0311418 | val_loss: 0.0311612 | Time: 1962.57 ms [2021-01-04 04:19:56 main:574] : INFO : Epoch 596 | loss: 0.0311419 | val_loss: 0.0311645 | Time: 1966.47 ms [2021-01-04 04:19:58 main:574] : INFO : Epoch 597 | loss: 0.0311423 | val_loss: 0.031159 | Time: 1963.75 ms [2021-01-04 04:20:00 main:574] : INFO : Epoch 598 | loss: 0.0311428 | val_loss: 0.031164 | Time: 1966.32 ms [2021-01-04 04:20:02 main:574] : INFO : Epoch 599 | loss: 0.0311477 | val_loss: 0.0311685 | Time: 1964.69 ms [2021-01-04 04:20:04 main:574] : INFO : Epoch 600 | loss: 0.0311453 | val_loss: 0.0311648 | Time: 1971.44 ms [2021-01-04 04:20:05 main:574] : INFO : Epoch 601 | loss: 0.0311468 | val_loss: 0.0311686 | Time: 1971.4 ms [2021-01-04 04:20:07 main:574] : INFO : Epoch 602 | loss: 0.031147 | val_loss: 0.0311617 | Time: 1962.48 ms [2021-01-04 04:20:09 main:574] : INFO : Epoch 603 | loss: 0.0311429 | val_loss: 0.0311626 | Time: 1964.92 ms [2021-01-04 04:20:11 main:574] : INFO : Epoch 604 | loss: 0.0311438 | val_loss: 0.031166 | Time: 1967.69 ms [2021-01-04 04:20:13 main:574] : INFO : Epoch 605 | loss: 0.0311445 | val_loss: 0.0311627 | Time: 1965.73 ms [2021-01-04 04:20:15 main:574] : INFO : Epoch 606 | loss: 0.0311435 | val_loss: 0.0311605 | Time: 1968.87 ms [2021-01-04 04:20:17 main:574] : INFO : Epoch 607 | loss: 0.0311433 | val_loss: 0.0311636 | Time: 1963.28 ms [2021-01-04 04:20:19 main:574] : INFO : Epoch 608 | loss: 0.0311435 | val_loss: 0.0311593 | Time: 1966.88 ms [2021-01-04 04:20:21 main:574] : INFO : Epoch 609 | loss: 0.0311409 | val_loss: 0.0311601 | Time: 1969.7 ms [2021-01-04 04:20:23 main:574] : INFO : Epoch 610 | loss: 0.031142 | val_loss: 0.0311618 | Time: 1967.55 ms [2021-01-04 04:20:25 main:574] : INFO : Epoch 611 | loss: 0.0311425 | val_loss: 0.0311589 | Time: 1965.98 ms [2021-01-04 04:20:27 main:574] : INFO : Epoch 612 | loss: 0.0311407 | val_loss: 0.031162 | Time: 1969.95 ms [2021-01-04 04:20:29 main:574] : INFO : Epoch 613 | loss: 0.0311418 | val_loss: 0.0311634 | Time: 1968.07 ms [2021-01-04 04:20:31 main:574] : INFO : Epoch 614 | loss: 0.0311406 | val_loss: 0.0311615 | Time: 1970.87 ms [2021-01-04 04:20:33 main:574] : INFO : Epoch 615 | loss: 0.0311402 | val_loss: 0.0311592 | Time: 1966.16 ms [2021-01-04 04:20:35 main:574] : INFO : Epoch 616 | loss: 0.0311415 | val_loss: 0.0311589 | Time: 1971.67 ms [2021-01-04 04:20:37 main:574] : INFO : Epoch 617 | loss: 0.031141 | val_loss: 0.0311596 | Time: 1967.65 ms [2021-01-04 04:20:39 main:574] : INFO : Epoch 618 | loss: 0.0311409 | val_loss: 0.0311596 | Time: 1970.47 ms [2021-01-04 04:20:41 main:574] : INFO : Epoch 619 | loss: 0.0311389 | val_loss: 0.0311586 | Time: 1968.75 ms [2021-01-04 04:20:43 main:574] : INFO : Epoch 620 | loss: 0.0311411 | val_loss: 0.0311595 | Time: 1968.42 ms [2021-01-04 04:20:45 main:574] : INFO : Epoch 621 | loss: 0.0311397 | val_loss: 0.0311652 | Time: 1965.24 ms [2021-01-04 04:20:47 main:574] : INFO : Epoch 622 | loss: 0.0311436 | val_loss: 0.0311608 | Time: 1968.59 ms [2021-01-04 04:20:49 main:574] : INFO : Epoch 623 | loss: 0.0311443 | val_loss: 0.0311626 | Time: 1970.99 ms [2021-01-04 04:20:51 main:574] : INFO : Epoch 624 | loss: 0.0311415 | val_loss: 0.0311615 | Time: 1975.68 ms [2021-01-04 04:20:53 main:574] : INFO : Epoch 625 | loss: 0.031143 | val_loss: 0.031163 | Time: 1969.83 ms [2021-01-04 04:20:55 main:574] : INFO : Epoch 626 | loss: 0.0311411 | val_loss: 0.0311618 | Time: 1973.16 ms [2021-01-04 04:20:57 main:574] : INFO : Epoch 627 | loss: 0.0311423 | val_loss: 0.0311701 | Time: 1974.8 ms [2021-01-04 04:20:59 main:574] : INFO : Epoch 628 | loss: 0.0311424 | val_loss: 0.0311629 | Time: 1969.78 ms [2021-01-04 04:21:01 main:574] : INFO : Epoch 629 | loss: 0.0311396 | val_loss: 0.0311621 | Time: 1973.31 ms [2021-01-04 04:21:03 main:574] : INFO : Epoch 630 | loss: 0.0311408 | val_loss: 0.0311636 | Time: 1969.98 ms [2021-01-04 04:21:05 main:574] : INFO : Epoch 631 | loss: 0.0311412 | val_loss: 0.0311614 | Time: 1973.9 ms [2021-01-04 04:21:07 main:574] : INFO : Epoch 632 | loss: 0.031141 | val_loss: 0.0311634 | Time: 1966.9 ms [2021-01-04 04:21:09 main:574] : INFO : Epoch 633 | loss: 0.0311393 | val_loss: 0.0311604 | Time: 1972.62 ms [2021-01-04 04:21:11 main:574] : INFO : Epoch 634 | loss: 0.0311389 | val_loss: 0.0311618 | Time: 1979.14 ms [2021-01-04 04:21:13 main:574] : INFO : Epoch 635 | loss: 0.03114 | val_loss: 0.0311601 | Time: 1974.09 ms [2021-01-04 04:21:15 main:574] : INFO : Epoch 636 | loss: 0.0311386 | val_loss: 0.0311592 | Time: 1970.91 ms [2021-01-04 04:21:17 main:574] : INFO : Epoch 637 | loss: 0.0311394 | val_loss: 0.0311623 | Time: 1972.24 ms [2021-01-04 04:21:19 main:574] : INFO : Epoch 638 | loss: 0.0311397 | val_loss: 0.0311605 | Time: 1973.44 ms [2021-01-04 04:21:21 main:574] : INFO : Epoch 639 | loss: 0.0311384 | val_loss: 0.0311597 | Time: 1978.51 ms [2021-01-04 04:21:23 main:574] : INFO : Epoch 640 | loss: 0.0311394 | val_loss: 0.0311622 | Time: 1971.58 ms [2021-01-04 04:21:25 main:574] : INFO : Epoch 641 | loss: 0.0311379 | val_loss: 0.0311623 | Time: 1976.95 ms [2021-01-04 04:21:27 main:574] : INFO : Epoch 642 | loss: 0.03114 | val_loss: 0.031162 | Time: 1975.41 ms [2021-01-04 04:21:29 main:574] : INFO : Epoch 643 | loss: 0.0311408 | val_loss: 0.0311621 | Time: 1971.84 ms [2021-01-04 04:21:31 main:574] : INFO : Epoch 644 | loss: 0.0311411 | val_loss: 0.031165 | Time: 1998.95 ms [2021-01-04 04:21:33 main:574] : INFO : Epoch 645 | loss: 0.0311419 | val_loss: 0.0311634 | Time: 1974.42 ms [2021-01-04 04:21:35 main:574] : INFO : Epoch 646 | loss: 0.0311406 | val_loss: 0.0311713 | Time: 1985.53 ms [2021-01-04 04:21:37 main:574] : INFO : Epoch 647 | loss: 0.0311432 | val_loss: 0.0311606 | Time: 1969.72 ms [2021-01-04 04:21:39 main:574] : INFO : Epoch 648 | loss: 0.0311402 | val_loss: 0.0311614 | Time: 1973.52 ms [2021-01-04 04:21:41 main:574] : INFO : Epoch 649 | loss: 0.0311392 | val_loss: 0.0311614 | Time: 1973.09 ms [2021-01-04 04:21:43 main:574] : INFO : Epoch 650 | loss: 0.0311384 | val_loss: 0.0311622 | Time: 1974.79 ms [2021-01-04 04:21:45 main:574] : INFO : Epoch 651 | loss: 0.0311395 | val_loss: 0.0311597 | Time: 1969.4 ms [2021-01-04 04:21:47 main:574] : INFO : Epoch 652 | loss: 0.0311399 | val_loss: 0.0311617 | Time: 1972.77 ms [2021-01-04 04:21:49 main:574] : INFO : Epoch 653 | loss: 0.0311389 | val_loss: 0.0311611 | Time: 1973.55 ms [2021-01-04 04:21:51 main:574] : INFO : Epoch 654 | loss: 0.0311397 | val_loss: 0.0311593 | Time: 1971.08 ms [2021-01-04 04:21:53 main:574] : INFO : Epoch 655 | loss: 0.0311392 | val_loss: 0.0311606 | Time: 1977.15 ms [2021-01-04 04:21:55 main:574] : INFO : Epoch 656 | loss: 0.0311396 | val_loss: 0.0311648 | Time: 1966.15 ms [2021-01-04 04:21:57 main:574] : INFO : Epoch 657 | loss: 0.0311407 | val_loss: 0.0311642 | Time: 1972.55 ms [2021-01-04 04:21:59 main:574] : INFO : Epoch 658 | loss: 0.0311396 | val_loss: 0.0311662 | Time: 1971.25 ms [2021-01-04 04:22:01 main:574] : INFO : Epoch 659 | loss: 0.0311412 | val_loss: 0.0311722 | Time: 1968.34 ms [2021-01-04 04:22:03 main:574] : INFO : Epoch 660 | loss: 0.0311448 | val_loss: 0.031164 | Time: 1974.11 ms [2021-01-04 04:22:05 main:574] : INFO : Epoch 661 | loss: 0.0311421 | val_loss: 0.0311647 | Time: 1968.92 ms [2021-01-04 04:22:07 main:574] : INFO : Epoch 662 | loss: 0.0311417 | val_loss: 0.0311601 | Time: 1982.9 ms [2021-01-04 04:22:08 main:574] : INFO : Epoch 663 | loss: 0.0311385 | val_loss: 0.0311591 | Time: 1972.78 ms [2021-01-04 04:22:10 main:574] : INFO : Epoch 664 | loss: 0.0311398 | val_loss: 0.0311616 | Time: 1975.08 ms [2021-01-04 04:22:12 main:574] : INFO : Epoch 665 | loss: 0.0311394 | val_loss: 0.0311657 | Time: 1972.12 ms [2021-01-04 04:22:14 main:574] : INFO : Epoch 666 | loss: 0.0311398 | val_loss: 0.0311653 | Time: 1969.93 ms [2021-01-04 04:22:16 main:574] : INFO : Epoch 667 | loss: 0.0311387 | val_loss: 0.0311628 | Time: 1976.91 ms [2021-01-04 04:22:18 main:574] : INFO : Epoch 668 | loss: 0.0311392 | val_loss: 0.0311629 | Time: 1969.02 ms [2021-01-04 04:22:20 main:574] : INFO : Epoch 669 | loss: 0.0311405 | val_loss: 0.0311604 | Time: 1973.65 ms [2021-01-04 04:22:22 main:574] : INFO : Epoch 670 | loss: 0.0311445 | val_loss: 0.0311605 | Time: 1967.57 ms [2021-01-04 04:22:24 main:574] : INFO : Epoch 671 | loss: 0.0311457 | val_loss: 0.0311589 | Time: 1961.77 ms [2021-01-04 04:22:26 main:574] : INFO : Epoch 672 | loss: 0.0311458 | val_loss: 0.0311586 | Time: 1963.34 ms [2021-01-04 04:22:28 main:574] : INFO : Epoch 673 | loss: 0.0311443 | val_loss: 0.0311596 | Time: 1962.55 ms [2021-01-04 04:22:30 main:574] : INFO : Epoch 674 | loss: 0.0311446 | val_loss: 0.0311582 | Time: 1962.06 ms [2021-01-04 04:22:32 main:574] : INFO : Epoch 675 | loss: 0.0311437 | val_loss: 0.0311583 | Time: 1967.01 ms [2021-01-04 04:22:34 main:574] : INFO : Epoch 676 | loss: 0.0311458 | val_loss: 0.0311661 | Time: 1963.84 ms [2021-01-04 04:22:36 main:574] : INFO : Epoch 677 | loss: 0.0311447 | val_loss: 0.0311566 | Time: 1974.79 ms [2021-01-04 04:22:38 main:574] : INFO : Epoch 678 | loss: 0.0311423 | val_loss: 0.0311568 | Time: 1965.65 ms [2021-01-04 04:22:40 main:574] : INFO : Epoch 679 | loss: 0.0311415 | val_loss: 0.0311594 | Time: 1961.76 ms [2021-01-04 04:22:42 main:574] : INFO : Epoch 680 | loss: 0.031144 | val_loss: 0.0311594 | Time: 1963.99 ms [2021-01-04 04:22:44 main:574] : INFO : Epoch 681 | loss: 0.0311432 | val_loss: 0.0311575 | Time: 1962.48 ms [2021-01-04 04:22:46 main:574] : INFO : Epoch 682 | loss: 0.0311447 | val_loss: 0.0311585 | Time: 1962.67 ms [2021-01-04 04:22:48 main:574] : INFO : Epoch 683 | loss: 0.0311453 | val_loss: 0.0311631 | Time: 1964.03 ms [2021-01-04 04:22:50 main:574] : INFO : Epoch 684 | loss: 0.0311454 | val_loss: 0.031162 | Time: 1964.76 ms [2021-01-04 04:22:52 main:574] : INFO : Epoch 685 | loss: 0.0311425 | val_loss: 0.0311569 | Time: 1964.15 ms [2021-01-04 04:22:54 main:574] : INFO : Epoch 686 | loss: 0.0311404 | val_loss: 0.0311576 | Time: 1963.87 ms [2021-01-04 04:22:56 main:574] : INFO : Epoch 687 | loss: 0.0311403 | val_loss: 0.0311574 | Time: 1969.64 ms [2021-01-04 04:22:58 main:574] : INFO : Epoch 688 | loss: 0.0311422 | val_loss: 0.0311623 | Time: 1965.63 ms [2021-01-04 04:23:00 main:574] : INFO : Epoch 689 | loss: 0.0311443 | val_loss: 0.0311611 | Time: 1964.2 ms [2021-01-04 04:23:02 main:574] : INFO : Epoch 690 | loss: 0.0311423 | val_loss: 0.0311587 | Time: 1965.99 ms [2021-01-04 04:23:04 main:574] : INFO : Epoch 691 | loss: 0.0311424 | val_loss: 0.0311597 | Time: 1962.11 ms [2021-01-04 04:23:06 main:574] : INFO : Epoch 692 | loss: 0.0311407 | val_loss: 0.0311575 | Time: 1967.21 ms [2021-01-04 04:23:08 main:574] : INFO : Epoch 693 | loss: 0.0311409 | val_loss: 0.0311575 | Time: 1969.16 ms [2021-01-04 04:23:10 main:574] : INFO : Epoch 694 | loss: 0.0311389 | val_loss: 0.0311559 | Time: 1969.43 ms [2021-01-04 04:23:12 main:574] : INFO : Epoch 695 | loss: 0.0311396 | val_loss: 0.0311578 | Time: 1960.91 ms [2021-01-04 04:23:14 main:574] : INFO : Epoch 696 | loss: 0.0311392 | val_loss: 0.0311584 | Time: 1962.99 ms [2021-01-04 04:23:16 main:574] : INFO : Epoch 697 | loss: 0.0311418 | val_loss: 0.0311587 | Time: 1967.87 ms [2021-01-04 04:23:18 main:574] : INFO : Epoch 698 | loss: 0.0311407 | val_loss: 0.0311578 | Time: 1964.09 ms [2021-01-04 04:23:20 main:574] : INFO : Epoch 699 | loss: 0.0311397 | val_loss: 0.0311583 | Time: 1966.26 ms [2021-01-04 04:23:22 main:574] : INFO : Epoch 700 | loss: 0.0311451 | val_loss: 0.0311607 | Time: 1972.82 ms [2021-01-04 04:23:24 main:574] : INFO : Epoch 701 | loss: 0.0311523 | val_loss: 0.0311619 | Time: 1968.44 ms [2021-01-04 04:23:26 main:574] : INFO : Epoch 702 | loss: 0.0311549 | val_loss: 0.0311605 | Time: 1963.99 ms [2021-01-04 04:23:28 main:574] : INFO : Epoch 703 | loss: 0.0311546 | val_loss: 0.0311665 | Time: 1965.41 ms [2021-01-04 04:23:30 main:574] : INFO : Epoch 704 | loss: 0.0311515 | val_loss: 0.0311647 | Time: 1961.29 ms [2021-01-04 04:23:32 main:574] : INFO : Epoch 705 | loss: 0.031151 | val_loss: 0.0311628 | Time: 1964.27 ms [2021-01-04 04:23:34 main:574] : INFO : Epoch 706 | loss: 0.0311537 | val_loss: 0.0311628 | Time: 1958.39 ms [2021-01-04 04:23:36 main:574] : INFO : Epoch 707 | loss: 0.0311528 | val_loss: 0.0311683 | Time: 1967.02 ms [2021-01-04 04:23:38 main:574] : INFO : Epoch 708 | loss: 0.0311527 | val_loss: 0.0311612 | Time: 1962.92 ms [2021-01-04 04:23:39 main:574] : INFO : Epoch 709 | loss: 0.0311501 | val_loss: 0.0311605 | Time: 1964.71 ms [2021-01-04 04:23:41 main:574] : INFO : Epoch 710 | loss: 0.0311497 | val_loss: 0.0311624 | Time: 1964.68 ms [2021-01-04 04:23:43 main:574] : INFO : Epoch 711 | loss: 0.0311512 | val_loss: 0.031161 | Time: 1962.95 ms [2021-01-04 04:23:45 main:574] : INFO : Epoch 712 | loss: 0.0311505 | val_loss: 0.0311631 | Time: 1965.12 ms [2021-01-04 04:23:47 main:574] : INFO : Epoch 713 | loss: 0.0311495 | val_loss: 0.0311626 | Time: 1961.89 ms [2021-01-04 04:23:49 main:574] : INFO : Epoch 714 | loss: 0.0311513 | val_loss: 0.0311689 | Time: 1961.45 ms [2021-01-04 04:23:51 main:574] : INFO : Epoch 715 | loss: 0.0311519 | val_loss: 0.031162 | Time: 1961.35 ms [2021-01-04 04:23:53 main:574] : INFO : Epoch 716 | loss: 0.0311494 | val_loss: 0.0311592 | Time: 1965.77 ms [2021-01-04 04:23:55 main:574] : INFO : Epoch 717 | loss: 0.0311482 | val_loss: 0.0311598 | Time: 1964.22 ms [2021-01-04 04:23:57 main:574] : INFO : Epoch 718 | loss: 0.0311493 | val_loss: 0.0311631 | Time: 1964.77 ms [2021-01-04 04:23:59 main:574] : INFO : Epoch 719 | loss: 0.0311489 | val_loss: 0.03116 | Time: 1965.28 ms [2021-01-04 04:24:01 main:574] : INFO : Epoch 720 | loss: 0.0311489 | val_loss: 0.0311613 | Time: 1958.14 ms [2021-01-04 04:24:03 main:574] : INFO : Epoch 721 | loss: 0.0311507 | val_loss: 0.0311635 | Time: 1963.33 ms [2021-01-04 04:24:05 main:574] : INFO : Epoch 722 | loss: 0.031152 | val_loss: 0.0311651 | Time: 1962.2 ms [2021-01-04 04:24:07 main:574] : INFO : Epoch 723 | loss: 0.0311527 | val_loss: 0.0311674 | Time: 1965.16 ms [2021-01-04 04:24:09 main:574] : INFO : Epoch 724 | loss: 0.0311492 | val_loss: 0.0311637 | Time: 1975.05 ms [2021-01-04 04:24:11 main:574] : INFO : Epoch 725 | loss: 0.0311492 | val_loss: 0.0311616 | Time: 1959.86 ms [2021-01-04 04:24:13 main:574] : INFO : Epoch 726 | loss: 0.0311469 | val_loss: 0.0311616 | Time: 1965.03 ms [2021-01-04 04:24:15 main:574] : INFO : Epoch 727 | loss: 0.0311482 | val_loss: 0.0311646 | Time: 1960.82 ms [2021-01-04 04:24:17 main:574] : INFO : Epoch 728 | loss: 0.0311506 | val_loss: 0.0311623 | Time: 1964.33 ms [2021-01-04 04:24:19 main:574] : INFO : Epoch 729 | loss: 0.0311514 | val_loss: 0.0311651 | Time: 1963.12 ms [2021-01-04 04:24:21 main:574] : INFO : Epoch 730 | loss: 0.0311513 | val_loss: 0.0311605 | Time: 1962.8 ms [2021-01-04 04:24:23 main:574] : INFO : Epoch 731 | loss: 0.0311491 | val_loss: 0.0311575 | Time: 1959.28 ms [2021-01-04 04:24:25 main:574] : INFO : Epoch 732 | loss: 0.0311473 | val_loss: 0.0311561 | Time: 1964.81 ms [2021-01-04 04:24:27 main:574] : INFO : Epoch 733 | loss: 0.0311471 | val_loss: 0.0311576 | Time: 1962.94 ms [2021-01-04 04:24:29 main:574] : INFO : Epoch 734 | loss: 0.0311501 | val_loss: 0.0311617 | Time: 1959.89 ms [2021-01-04 04:24:31 main:574] : INFO : Epoch 735 | loss: 0.0311478 | val_loss: 0.0311568 | Time: 1959.61 ms [2021-01-04 04:24:33 main:574] : INFO : Epoch 736 | loss: 0.0311455 | val_loss: 0.0311568 | Time: 1967.94 ms [2021-01-04 04:24:35 main:574] : INFO : Epoch 737 | loss: 0.0311443 | val_loss: 0.0311556 | Time: 1958.72 ms [2021-01-04 04:24:37 main:574] : INFO : Epoch 738 | loss: 0.0311451 | val_loss: 0.0311547 | Time: 1968.87 ms [2021-01-04 04:24:39 main:574] : INFO : Epoch 739 | loss: 0.0311439 | val_loss: 0.0311603 | Time: 1985.41 ms [2021-01-04 04:24:41 main:574] : INFO : Epoch 740 | loss: 0.0311468 | val_loss: 0.0311583 | Time: 1964 ms [2021-01-04 04:24:43 main:574] : INFO : Epoch 741 | loss: 0.0311457 | val_loss: 0.0311613 | Time: 1965.84 ms [2021-01-04 04:24:45 main:574] : INFO : Epoch 742 | loss: 0.0311455 | val_loss: 0.0311576 | Time: 1965.9 ms [2021-01-04 04:24:47 main:574] : INFO : Epoch 743 | loss: 0.0311448 | val_loss: 0.0311636 | Time: 1963.97 ms [2021-01-04 04:24:49 main:574] : INFO : Epoch 744 | loss: 0.0311467 | val_loss: 0.0311599 | Time: 1966.93 ms [2021-01-04 04:24:51 main:574] : INFO : Epoch 745 | loss: 0.0311461 | val_loss: 0.0311585 | Time: 1968.64 ms [2021-01-04 04:24:53 main:574] : INFO : Epoch 746 | loss: 0.0311465 | val_loss: 0.0311591 | Time: 1960.78 ms [2021-01-04 04:24:55 main:574] : INFO : Epoch 747 | loss: 0.0311468 | val_loss: 0.0311643 | Time: 1967.25 ms [2021-01-04 04:24:57 main:574] : INFO : Epoch 748 | loss: 0.0311451 | val_loss: 0.0311587 | Time: 1958.93 ms [2021-01-04 04:24:59 main:574] : INFO : Epoch 749 | loss: 0.0311444 | val_loss: 0.0311606 | Time: 1963.01 ms [2021-01-04 04:25:01 main:574] : INFO : Epoch 750 | loss: 0.0311452 | val_loss: 0.0311588 | Time: 1962.24 ms [2021-01-04 04:25:03 main:574] : INFO : Epoch 751 | loss: 0.0311421 | val_loss: 0.0311562 | Time: 1961.26 ms [2021-01-04 04:25:04 main:574] : INFO : Epoch 752 | loss: 0.0311426 | val_loss: 0.0311566 | Time: 1970.55 ms [2021-01-04 04:25:06 main:574] : INFO : Epoch 753 | loss: 0.0311425 | val_loss: 0.0311566 | Time: 1968.17 ms [2021-01-04 04:25:08 main:574] : INFO : Epoch 754 | loss: 0.0311452 | val_loss: 0.0311572 | Time: 1963.28 ms [2021-01-04 04:25:10 main:574] : INFO : Epoch 755 | loss: 0.0311446 | val_loss: 0.0311614 | Time: 1960.04 ms [2021-01-04 04:25:12 main:574] : INFO : Epoch 756 | loss: 0.0311436 | val_loss: 0.0311572 | Time: 1970.33 ms [2021-01-04 04:25:14 main:574] : INFO : Epoch 757 | loss: 0.0311426 | val_loss: 0.0311571 | Time: 1964.97 ms [2021-01-04 04:25:16 main:574] : INFO : Epoch 758 | loss: 0.0311436 | val_loss: 0.0311571 | Time: 1957.8 ms [2021-01-04 04:25:18 main:574] : INFO : Epoch 759 | loss: 0.0311431 | val_loss: 0.0311576 | Time: 1965.08 ms [2021-01-04 04:25:20 main:574] : INFO : Epoch 760 | loss: 0.0311435 | val_loss: 0.0311558 | Time: 1957.35 ms [2021-01-04 04:25:22 main:574] : INFO : Epoch 761 | loss: 0.0311432 | val_loss: 0.0311584 | Time: 1959.78 ms [2021-01-04 04:25:24 main:574] : INFO : Epoch 762 | loss: 0.0311428 | val_loss: 0.0311566 | Time: 1963.69 ms [2021-01-04 04:25:26 main:574] : INFO : Epoch 763 | loss: 0.0311434 | val_loss: 0.031156 | Time: 1967.69 ms [2021-01-04 04:25:28 main:574] : INFO : Epoch 764 | loss: 0.0311419 | val_loss: 0.0311554 | Time: 1957.82 ms [2021-01-04 04:25:30 main:574] : INFO : Epoch 765 | loss: 0.0311433 | val_loss: 0.0311566 | Time: 1965.22 ms [2021-01-04 04:25:32 main:574] : INFO : Epoch 766 | loss: 0.0311425 | val_loss: 0.0311583 | Time: 1963.79 ms [2021-01-04 04:25:34 main:574] : INFO : Epoch 767 | loss: 0.0311422 | val_loss: 0.0311567 | Time: 1957.22 ms [2021-01-04 04:25:36 main:574] : INFO : Epoch 768 | loss: 0.0311432 | val_loss: 0.0311567 | Time: 1960.76 ms [2021-01-04 04:25:38 main:574] : INFO : Epoch 769 | loss: 0.0311453 | val_loss: 0.0311621 | Time: 1959.22 ms [2021-01-04 04:25:40 main:574] : INFO : Epoch 770 | loss: 0.0311405 | val_loss: 0.0311582 | Time: 1964.58 ms [2021-01-04 04:25:42 main:574] : INFO : Epoch 771 | loss: 0.0311403 | val_loss: 0.0311603 | Time: 1967.58 ms [2021-01-04 04:25:44 main:574] : INFO : Epoch 772 | loss: 0.0311399 | val_loss: 0.0311609 | Time: 1958.42 ms [2021-01-04 04:25:46 main:574] : INFO : Epoch 773 | loss: 0.0311416 | val_loss: 0.0311599 | Time: 1965.81 ms [2021-01-04 04:25:48 main:574] : INFO : Epoch 774 | loss: 0.0311404 | val_loss: 0.0311627 | Time: 1963.67 ms [2021-01-04 04:25:50 main:574] : INFO : Epoch 775 | loss: 0.0311446 | val_loss: 0.0311602 | Time: 1966.27 ms [2021-01-04 04:25:52 main:574] : INFO : Epoch 776 | loss: 0.0311439 | val_loss: 0.0311594 | Time: 1965.8 ms [2021-01-04 04:25:54 main:574] : INFO : Epoch 777 | loss: 0.0311472 | val_loss: 0.0311545 | Time: 1964.28 ms [2021-01-04 04:25:56 main:574] : INFO : Epoch 778 | loss: 0.0311492 | val_loss: 0.0311647 | Time: 1961.68 ms [2021-01-04 04:25:58 main:574] : INFO : Epoch 779 | loss: 0.0311533 | val_loss: 0.031156 | Time: 1963.96 ms [2021-01-04 04:26:00 main:574] : INFO : Epoch 780 | loss: 0.031151 | val_loss: 0.031157 | Time: 1973.32 ms [2021-01-04 04:26:02 main:574] : INFO : Epoch 781 | loss: 0.0311463 | val_loss: 0.0311546 | Time: 1964.75 ms [2021-01-04 04:26:04 main:574] : INFO : Epoch 782 | loss: 0.0311454 | val_loss: 0.0311541 | Time: 1961 ms [2021-01-04 04:26:06 main:574] : INFO : Epoch 783 | loss: 0.0311432 | val_loss: 0.0311547 | Time: 1963.76 ms [2021-01-04 04:26:08 main:574] : INFO : Epoch 784 | loss: 0.0311446 | val_loss: 0.0311545 | Time: 1966.63 ms [2021-01-04 04:26:10 main:574] : INFO : Epoch 785 | loss: 0.0311425 | val_loss: 0.031153 | Time: 1967 ms [2021-01-04 04:26:12 main:574] : INFO : Epoch 786 | loss: 0.0311422 | val_loss: 0.0311531 | Time: 1967.53 ms [2021-01-04 04:26:14 main:574] : INFO : Epoch 787 | loss: 0.0311413 | val_loss: 0.0311532 | Time: 1966.4 ms [2021-01-04 04:26:16 main:574] : INFO : Epoch 788 | loss: 0.0311423 | val_loss: 0.0311544 | Time: 1964.28 ms [2021-01-04 04:26:18 main:574] : INFO : Epoch 789 | loss: 0.0311453 | val_loss: 0.0311588 | Time: 1967.75 ms [2021-01-04 04:26:20 main:574] : INFO : Epoch 790 | loss: 0.0311439 | val_loss: 0.0311556 | Time: 1956.64 ms [2021-01-04 04:26:22 main:574] : INFO : Epoch 791 | loss: 0.0311429 | val_loss: 0.031152 | Time: 1967.97 ms [2021-01-04 04:26:24 main:574] : INFO : Epoch 792 | loss: 0.0311445 | val_loss: 0.0311543 | Time: 1962.29 ms [2021-01-04 04:26:26 main:574] : INFO : Epoch 793 | loss: 0.0311395 | val_loss: 0.0311526 | Time: 1963.02 ms [2021-01-04 04:26:27 main:574] : INFO : Epoch 794 | loss: 0.0311402 | val_loss: 0.0311551 | Time: 1971.9 ms [2021-01-04 04:26:29 main:574] : INFO : Epoch 795 | loss: 0.0311414 | val_loss: 0.0311537 | Time: 1968.98 ms [2021-01-04 04:26:31 main:574] : INFO : Epoch 796 | loss: 0.0311421 | val_loss: 0.0311524 | Time: 1965.34 ms [2021-01-04 04:26:33 main:574] : INFO : Epoch 797 | loss: 0.0311423 | val_loss: 0.0311605 | Time: 1959.3 ms [2021-01-04 04:26:35 main:574] : INFO : Epoch 798 | loss: 0.0311443 | val_loss: 0.0311526 | Time: 1966.65 ms [2021-01-04 04:26:37 main:574] : INFO : Epoch 799 | loss: 0.0311431 | val_loss: 0.0311539 | Time: 1965.01 ms [2021-01-04 04:26:39 main:574] : INFO : Epoch 800 | loss: 0.0311432 | val_loss: 0.0311531 | Time: 1963.33 ms [2021-01-04 04:26:41 main:574] : INFO : Epoch 801 | loss: 0.0311414 | val_loss: 0.0311537 | Time: 1968.39 ms [2021-01-04 04:26:43 main:574] : INFO : Epoch 802 | loss: 0.0311385 | val_loss: 0.0311512 | Time: 1965.82 ms [2021-01-04 04:26:45 main:574] : INFO : Epoch 803 | loss: 0.0311372 | val_loss: 0.0311516 | Time: 1961.44 ms [2021-01-04 04:26:47 main:574] : INFO : Epoch 804 | loss: 0.0311374 | val_loss: 0.0311517 | Time: 1966.3 ms [2021-01-04 04:26:49 main:574] : INFO : Epoch 805 | loss: 0.0311383 | val_loss: 0.0311527 | Time: 1959.87 ms [2021-01-04 04:26:51 main:574] : INFO : Epoch 806 | loss: 0.031139 | val_loss: 0.0311527 | Time: 1962.12 ms [2021-01-04 04:26:53 main:574] : INFO : Epoch 807 | loss: 0.0311403 | val_loss: 0.0311589 | Time: 1963.66 ms [2021-01-04 04:26:55 main:574] : INFO : Epoch 808 | loss: 0.0311409 | val_loss: 0.0311515 | Time: 1962.7 ms [2021-01-04 04:26:57 main:574] : INFO : Epoch 809 | loss: 0.0311405 | val_loss: 0.031152 | Time: 1965.2 ms [2021-01-04 04:26:59 main:574] : INFO : Epoch 810 | loss: 0.0311388 | val_loss: 0.0311514 | Time: 1961.17 ms [2021-01-04 04:27:01 main:574] : INFO : Epoch 811 | loss: 0.0311372 | val_loss: 0.031153 | Time: 1965.76 ms [2021-01-04 04:27:03 main:574] : INFO : Epoch 812 | loss: 0.0311368 | val_loss: 0.0311535 | Time: 1968.9 ms [2021-01-04 04:27:05 main:574] : INFO : Epoch 813 | loss: 0.0311366 | val_loss: 0.0311528 | Time: 1964.32 ms [2021-01-04 04:27:07 main:574] : INFO : Epoch 814 | loss: 0.0311371 | val_loss: 0.0311517 | Time: 1969.94 ms [2021-01-04 04:27:09 main:574] : INFO : Epoch 815 | loss: 0.0311366 | val_loss: 0.031152 | Time: 1964.16 ms [2021-01-04 04:27:11 main:574] : INFO : Epoch 816 | loss: 0.0311359 | val_loss: 0.031152 | Time: 1961.41 ms [2021-01-04 04:27:13 main:574] : INFO : Epoch 817 | loss: 0.0311364 | val_loss: 0.0311517 | Time: 1963.79 ms [2021-01-04 04:27:15 main:574] : INFO : Epoch 818 | loss: 0.0311381 | val_loss: 0.0311559 | Time: 1959.89 ms [2021-01-04 04:27:17 main:574] : INFO : Epoch 819 | loss: 0.031139 | val_loss: 0.0311523 | Time: 1964 ms [2021-01-04 04:27:19 main:574] : INFO : Epoch 820 | loss: 0.0311366 | val_loss: 0.0311499 | Time: 1969.36 ms [2021-01-04 04:27:21 main:574] : INFO : Epoch 821 | loss: 0.0311357 | val_loss: 0.031149 | Time: 1975.37 ms [2021-01-04 04:27:23 main:574] : INFO : Epoch 822 | loss: 0.0311372 | val_loss: 0.0311512 | Time: 1967.79 ms [2021-01-04 04:27:25 main:574] : INFO : Epoch 823 | loss: 0.0311373 | val_loss: 0.0311538 | Time: 1961.45 ms [2021-01-04 04:27:27 main:574] : INFO : Epoch 824 | loss: 0.0311382 | val_loss: 0.0311507 | Time: 1979.72 ms [2021-01-04 04:27:29 main:574] : INFO : Epoch 825 | loss: 0.0311376 | val_loss: 0.0311543 | Time: 1961.9 ms [2021-01-04 04:27:31 main:574] : INFO : Epoch 826 | loss: 0.0311373 | val_loss: 0.0311536 | Time: 1966.2 ms [2021-01-04 04:27:33 main:574] : INFO : Epoch 827 | loss: 0.0311382 | val_loss: 0.0311529 | Time: 1967.73 ms [2021-01-04 04:27:35 main:574] : INFO : Epoch 828 | loss: 0.031138 | val_loss: 0.031161 | Time: 1965.07 ms [2021-01-04 04:27:37 main:574] : INFO : Epoch 829 | loss: 0.0311439 | val_loss: 0.0311572 | Time: 1967.59 ms [2021-01-04 04:27:39 main:574] : INFO : Epoch 830 | loss: 0.0311377 | val_loss: 0.0311551 | Time: 1962.51 ms [2021-01-04 04:27:41 main:574] : INFO : Epoch 831 | loss: 0.0311392 | val_loss: 0.0311546 | Time: 1958.49 ms [2021-01-04 04:27:43 main:574] : INFO : Epoch 832 | loss: 0.0311375 | val_loss: 0.0311536 | Time: 1961.1 ms [2021-01-04 04:27:45 main:574] : INFO : Epoch 833 | loss: 0.0311363 | val_loss: 0.0311559 | Time: 1963.22 ms [2021-01-04 04:27:47 main:574] : INFO : Epoch 834 | loss: 0.0311413 | val_loss: 0.0311511 | Time: 1965.45 ms [2021-01-04 04:27:49 main:574] : INFO : Epoch 835 | loss: 0.0311395 | val_loss: 0.0311539 | Time: 1964.05 ms [2021-01-04 04:27:51 main:574] : INFO : Epoch 836 | loss: 0.0311395 | val_loss: 0.0311527 | Time: 1965.19 ms [2021-01-04 04:27:53 main:574] : INFO : Epoch 837 | loss: 0.0311385 | val_loss: 0.0311511 | Time: 1958.69 ms [2021-01-04 04:27:54 main:574] : INFO : Epoch 838 | loss: 0.0311374 | val_loss: 0.0311501 | Time: 1965.91 ms [2021-01-04 04:27:56 main:574] : INFO : Epoch 839 | loss: 0.0311368 | val_loss: 0.0311534 | Time: 1967.1 ms [2021-01-04 04:27:58 main:574] : INFO : Epoch 840 | loss: 0.0311396 | val_loss: 0.0311521 | Time: 1961.73 ms [2021-01-04 04:28:00 main:574] : INFO : Epoch 841 | loss: 0.0311381 | val_loss: 0.0311485 | Time: 1962.9 ms [2021-01-04 04:28:02 main:574] : INFO : Epoch 842 | loss: 0.0311384 | val_loss: 0.0311501 | Time: 1962.92 ms [2021-01-04 04:28:04 main:574] : INFO : Epoch 843 | loss: 0.0311373 | val_loss: 0.0311503 | Time: 1963.43 ms [2021-01-04 04:28:06 main:574] : INFO : Epoch 844 | loss: 0.0311367 | val_loss: 0.0311518 | Time: 1959.47 ms [2021-01-04 04:28:08 main:574] : INFO : Epoch 845 | loss: 0.0311367 | val_loss: 0.0311509 | Time: 1967.26 ms [2021-01-04 04:28:10 main:574] : INFO : Epoch 846 | loss: 0.0311356 | val_loss: 0.0311488 | Time: 1960.47 ms [2021-01-04 04:28:12 main:574] : INFO : Epoch 847 | loss: 0.031138 | val_loss: 0.0311532 | Time: 1964.76 ms [2021-01-04 04:28:14 main:574] : INFO : Epoch 848 | loss: 0.031136 | val_loss: 0.0311512 | Time: 1959.99 ms [2021-01-04 04:28:16 main:574] : INFO : Epoch 849 | loss: 0.0311352 | val_loss: 0.0311512 | Time: 1962.69 ms [2021-01-04 04:28:18 main:574] : INFO : Epoch 850 | loss: 0.031134 | val_loss: 0.031151 | Time: 1963.05 ms [2021-01-04 04:28:20 main:574] : INFO : Epoch 851 | loss: 0.0311343 | val_loss: 0.0311507 | Time: 1963.03 ms [2021-01-04 04:28:22 main:574] : INFO : Epoch 852 | loss: 0.0311353 | val_loss: 0.0311512 | Time: 1957.66 ms [2021-01-04 04:28:24 main:574] : INFO : Epoch 853 | loss: 0.0311396 | val_loss: 0.0311535 | Time: 1957.31 ms [2021-01-04 04:28:26 main:574] : INFO : Epoch 854 | loss: 0.0311391 | val_loss: 0.0311516 | Time: 1959.64 ms [2021-01-04 04:28:28 main:574] : INFO : Epoch 855 | loss: 0.0311386 | val_loss: 0.0311521 | Time: 1965.04 ms [2021-01-04 04:28:30 main:574] : INFO : Epoch 856 | loss: 0.0311402 | val_loss: 0.0311526 | Time: 1956.63 ms [2021-01-04 04:28:32 main:574] : INFO : Epoch 857 | loss: 0.031138 | val_loss: 0.0311507 | Time: 1956.28 ms [2021-01-04 04:28:34 main:574] : INFO : Epoch 858 | loss: 0.031141 | val_loss: 0.0311525 | Time: 1955.26 ms [2021-01-04 04:28:36 main:574] : INFO : Epoch 859 | loss: 0.0311412 | val_loss: 0.0311637 | Time: 1959.09 ms [2021-01-04 04:28:38 main:574] : INFO : Epoch 860 | loss: 0.0311514 | val_loss: 0.0311557 | Time: 1955.28 ms [2021-01-04 04:28:40 main:574] : INFO : Epoch 861 | loss: 0.0311456 | val_loss: 0.0311527 | Time: 1958.61 ms [2021-01-04 04:28:42 main:574] : INFO : Epoch 862 | loss: 0.0311425 | val_loss: 0.0311509 | Time: 1966.79 ms [2021-01-04 04:28:44 main:574] : INFO : Epoch 863 | loss: 0.0311417 | val_loss: 0.0311505 | Time: 1954.83 ms [2021-01-04 04:28:46 main:574] : INFO : Epoch 864 | loss: 0.0311433 | val_loss: 0.0311529 | Time: 1962.1 ms [2021-01-04 04:28:48 main:574] : INFO : Epoch 865 | loss: 0.0311454 | val_loss: 0.0311542 | Time: 1955.72 ms [2021-01-04 04:28:50 main:574] : INFO : Epoch 866 | loss: 0.0311453 | val_loss: 0.0311516 | Time: 1959.24 ms [2021-01-04 04:28:52 main:574] : INFO : Epoch 867 | loss: 0.0311449 | val_loss: 0.0311538 | Time: 1953.17 ms [2021-01-04 04:28:54 main:574] : INFO : Epoch 868 | loss: 0.0311432 | val_loss: 0.0311523 | Time: 1961.1 ms [2021-01-04 04:28:56 main:574] : INFO : Epoch 869 | loss: 0.0311422 | val_loss: 0.0311518 | Time: 1952.75 ms [2021-01-04 04:28:58 main:574] : INFO : Epoch 870 | loss: 0.0311438 | val_loss: 0.0311522 | Time: 1957.86 ms [2021-01-04 04:29:00 main:574] : INFO : Epoch 871 | loss: 0.0311414 | val_loss: 0.0311519 | Time: 1965.42 ms [2021-01-04 04:29:02 main:574] : INFO : Epoch 872 | loss: 0.0311409 | val_loss: 0.0311547 | Time: 1951.51 ms [2021-01-04 04:29:04 main:574] : INFO : Epoch 873 | loss: 0.0311414 | val_loss: 0.0311531 | Time: 1960.45 ms [2021-01-04 04:29:05 main:574] : INFO : Epoch 874 | loss: 0.0311396 | val_loss: 0.0311561 | Time: 1953.74 ms [2021-01-04 04:29:07 main:574] : INFO : Epoch 875 | loss: 0.0311406 | val_loss: 0.0311557 | Time: 1955.79 ms [2021-01-04 04:29:09 main:574] : INFO : Epoch 876 | loss: 0.0311405 | val_loss: 0.0311515 | Time: 1957.31 ms [2021-01-04 04:29:11 main:574] : INFO : Epoch 877 | loss: 0.0311388 | val_loss: 0.0311488 | Time: 1952.82 ms [2021-01-04 04:29:13 main:574] : INFO : Epoch 878 | loss: 0.0311401 | val_loss: 0.031151 | Time: 1959.01 ms [2021-01-04 04:29:15 main:574] : INFO : Epoch 879 | loss: 0.0311387 | val_loss: 0.0311487 | Time: 1958.36 ms [2021-01-04 04:29:17 main:574] : INFO : Epoch 880 | loss: 0.0311379 | val_loss: 0.03115 | Time: 1956.6 ms [2021-01-04 04:29:19 main:574] : INFO : Epoch 881 | loss: 0.0311381 | val_loss: 0.0311508 | Time: 1955.13 ms [2021-01-04 04:29:21 main:574] : INFO : Epoch 882 | loss: 0.0311392 | val_loss: 0.0311493 | Time: 1954.94 ms [2021-01-04 04:29:23 main:574] : INFO : Epoch 883 | loss: 0.0311393 | val_loss: 0.0311496 | Time: 1962.8 ms [2021-01-04 04:29:25 main:574] : INFO : Epoch 884 | loss: 0.0311416 | val_loss: 0.0311521 | Time: 1957 ms [2021-01-04 04:29:27 main:574] : INFO : Epoch 885 | loss: 0.0311384 | val_loss: 0.0311479 | Time: 1957.18 ms [2021-01-04 04:29:29 main:574] : INFO : Epoch 886 | loss: 0.0311375 | val_loss: 0.0311479 | Time: 1946.45 ms [2021-01-04 04:29:31 main:574] : INFO : Epoch 887 | loss: 0.0311367 | val_loss: 0.0311495 | Time: 1960.97 ms [2021-01-04 04:29:33 main:574] : INFO : Epoch 888 | loss: 0.0311385 | val_loss: 0.0311475 | Time: 1959.59 ms [2021-01-04 04:29:35 main:574] : INFO : Epoch 889 | loss: 0.0311388 | val_loss: 0.0311484 | Time: 1959.67 ms [2021-01-04 04:29:37 main:574] : INFO : Epoch 890 | loss: 0.0311379 | val_loss: 0.0311494 | Time: 1957.7 ms [2021-01-04 04:29:39 main:574] : INFO : Epoch 891 | loss: 0.0311376 | val_loss: 0.0311555 | Time: 1955.26 ms [2021-01-04 04:29:41 main:574] : INFO : Epoch 892 | loss: 0.0311405 | val_loss: 0.0311495 | Time: 1958.38 ms [2021-01-04 04:29:43 main:574] : INFO : Epoch 893 | loss: 0.0311373 | val_loss: 0.0311484 | Time: 1953.67 ms [2021-01-04 04:29:45 main:574] : INFO : Epoch 894 | loss: 0.0311383 | val_loss: 0.0311487 | Time: 1958.66 ms [2021-01-04 04:29:47 main:574] : INFO : Epoch 895 | loss: 0.031138 | val_loss: 0.0311503 | Time: 1964.76 ms [2021-01-04 04:29:49 main:574] : INFO : Epoch 896 | loss: 0.0311401 | val_loss: 0.0311492 | Time: 1962.14 ms [2021-01-04 04:29:51 main:574] : INFO : Epoch 897 | loss: 0.0311416 | val_loss: 0.0311504 | Time: 1959.25 ms [2021-01-04 04:29:53 main:574] : INFO : Epoch 898 | loss: 0.0311381 | val_loss: 0.0311506 | Time: 1956.07 ms [2021-01-04 04:29:55 main:574] : INFO : Epoch 899 | loss: 0.0311385 | val_loss: 0.0311504 | Time: 1960.9 ms [2021-01-04 04:29:57 main:574] : INFO : Epoch 900 | loss: 0.0311399 | val_loss: 0.0311542 | Time: 1962.7 ms [2021-01-04 04:29:59 main:574] : INFO : Epoch 901 | loss: 0.0311417 | val_loss: 0.0311544 | Time: 1967.11 ms [2021-01-04 04:30:01 main:574] : INFO : Epoch 902 | loss: 0.0311381 | val_loss: 0.0311531 | Time: 1961.18 ms [2021-01-04 04:30:03 main:574] : INFO : Epoch 903 | loss: 0.0311387 | val_loss: 0.0311523 | Time: 1959.29 ms [2021-01-04 04:30:05 main:574] : INFO : Epoch 904 | loss: 0.03114 | val_loss: 0.0311486 | Time: 1957.8 ms [2021-01-04 04:30:07 main:574] : INFO : Epoch 905 | loss: 0.0311485 | val_loss: 0.0311586 | Time: 1955.96 ms [2021-01-04 04:30:09 main:574] : INFO : Epoch 906 | loss: 0.03115 | val_loss: 0.0311581 | Time: 1956.85 ms [2021-01-04 04:30:10 main:574] : INFO : Epoch 907 | loss: 0.0311496 | val_loss: 0.0311537 | Time: 1949.71 ms [2021-01-04 04:30:12 main:574] : INFO : Epoch 908 | loss: 0.0311466 | val_loss: 0.0311527 | Time: 1967.49 ms [2021-01-04 04:30:14 main:574] : INFO : Epoch 909 | loss: 0.0311477 | val_loss: 0.0311531 | Time: 1967.43 ms [2021-01-04 04:30:16 main:574] : INFO : Epoch 910 | loss: 0.0311468 | val_loss: 0.0311508 | Time: 1959.96 ms [2021-01-04 04:30:18 main:574] : INFO : Epoch 911 | loss: 0.031147 | val_loss: 0.0311559 | Time: 1960.38 ms [2021-01-04 04:30:20 main:574] : INFO : Epoch 912 | loss: 0.0311458 | val_loss: 0.0311501 | Time: 1961.6 ms [2021-01-04 04:30:22 main:574] : INFO : Epoch 913 | loss: 0.031145 | val_loss: 0.0311556 | Time: 1959.1 ms [2021-01-04 04:30:24 main:574] : INFO : Epoch 914 | loss: 0.0311455 | val_loss: 0.031152 | Time: 1951.21 ms [2021-01-04 04:30:26 main:574] : INFO : Epoch 915 | loss: 0.0311454 | val_loss: 0.0311496 | Time: 1959.54 ms [2021-01-04 04:30:28 main:574] : INFO : Epoch 916 | loss: 0.031146 | val_loss: 0.0311528 | Time: 1956.22 ms [2021-01-04 04:30:30 main:574] : INFO : Epoch 917 | loss: 0.0311523 | val_loss: 0.0311567 | Time: 1956.4 ms [2021-01-04 04:30:32 main:574] : INFO : Epoch 918 | loss: 0.0311532 | val_loss: 0.0311579 | Time: 1959.69 ms [2021-01-04 04:30:34 main:574] : INFO : Epoch 919 | loss: 0.0311513 | val_loss: 0.0311564 | Time: 1953.93 ms [2021-01-04 04:30:36 main:574] : INFO : Epoch 920 | loss: 0.0311505 | val_loss: 0.031155 | Time: 1959.59 ms [2021-01-04 04:30:38 main:574] : INFO : Epoch 921 | loss: 0.0311497 | val_loss: 0.0311556 | Time: 1957.37 ms [2021-01-04 04:30:40 main:574] : INFO : Epoch 922 | loss: 0.0311559 | val_loss: 0.0311567 | Time: 1964.02 ms [2021-01-04 04:30:42 main:574] : INFO : Epoch 923 | loss: 0.0311538 | val_loss: 0.0311572 | Time: 1954.97 ms [2021-01-04 04:30:44 main:574] : INFO : Epoch 924 | loss: 0.0311513 | val_loss: 0.0311586 | Time: 1956.98 ms [2021-01-04 04:30:46 main:574] : INFO : Epoch 925 | loss: 0.0311517 | val_loss: 0.0311574 | Time: 1962.28 ms [2021-01-04 04:30:48 main:574] : INFO : Epoch 926 | loss: 0.0311507 | val_loss: 0.0311602 | Time: 1959.77 ms [2021-01-04 04:30:50 main:574] : INFO : Epoch 927 | loss: 0.0311516 | val_loss: 0.0311579 | Time: 1956.93 ms [2021-01-04 04:30:52 main:574] : INFO : Epoch 928 | loss: 0.031151 | val_loss: 0.0311599 | Time: 1960.23 ms [2021-01-04 04:30:54 main:574] : INFO : Epoch 929 | loss: 0.0311503 | val_loss: 0.0311586 | Time: 1960.81 ms [2021-01-04 04:30:56 main:574] : INFO : Epoch 930 | loss: 0.0311505 | val_loss: 0.031161 | Time: 1957.8 ms [2021-01-04 04:30:58 main:574] : INFO : Epoch 931 | loss: 0.0311505 | val_loss: 0.03116 | Time: 1958.95 ms [2021-01-04 04:31:00 main:574] : INFO : Epoch 932 | loss: 0.03115 | val_loss: 0.0311638 | Time: 1983.16 ms [2021-01-04 04:31:02 main:574] : INFO : Epoch 933 | loss: 0.0311527 | val_loss: 0.0311676 | Time: 1961.73 ms [2021-01-04 04:31:04 main:574] : INFO : Epoch 934 | loss: 0.0311536 | val_loss: 0.0311588 | Time: 1962.25 ms [2021-01-04 04:31:06 main:574] : INFO : Epoch 935 | loss: 0.0311514 | val_loss: 0.0311593 | Time: 1958.14 ms [2021-01-04 04:31:08 main:574] : INFO : Epoch 936 | loss: 0.0311494 | val_loss: 0.0311577 | Time: 1957.58 ms [2021-01-04 04:31:10 main:574] : INFO : Epoch 937 | loss: 0.0311492 | val_loss: 0.0311588 | Time: 1956.51 ms [2021-01-04 04:31:12 main:574] : INFO : Epoch 938 | loss: 0.0311488 | val_loss: 0.0311576 | Time: 1962.04 ms [2021-01-04 04:31:14 main:574] : INFO : Epoch 939 | loss: 0.0311471 | val_loss: 0.0311582 | Time: 1961.92 ms [2021-01-04 04:31:16 main:574] : INFO : Epoch 940 | loss: 0.0311482 | val_loss: 0.031159 | Time: 1948.81 ms [2021-01-04 04:31:18 main:574] : INFO : Epoch 941 | loss: 0.0311486 | val_loss: 0.0311579 | Time: 1966.5 ms [2021-01-04 04:31:20 main:574] : INFO : Epoch 942 | loss: 0.0311467 | val_loss: 0.0311606 | Time: 1954.98 ms [2021-01-04 04:31:21 main:574] : INFO : Epoch 943 | loss: 0.0311481 | val_loss: 0.03116 | Time: 1958.37 ms [2021-01-04 04:31:23 main:574] : INFO : Epoch 944 | loss: 0.0311473 | val_loss: 0.0311569 | Time: 1960.2 ms [2021-01-04 04:31:25 main:574] : INFO : Epoch 945 | loss: 0.0311468 | val_loss: 0.0311608 | Time: 1960.1 ms [2021-01-04 04:31:27 main:574] : INFO : Epoch 946 | loss: 0.0311473 | val_loss: 0.0311563 | Time: 1953.9 ms [2021-01-04 04:31:29 main:574] : INFO : Epoch 947 | loss: 0.031148 | val_loss: 0.0311611 | Time: 1955.79 ms [2021-01-04 04:31:31 main:574] : INFO : Epoch 948 | loss: 0.0311481 | val_loss: 0.0311595 | Time: 1957.2 ms [2021-01-04 04:31:33 main:574] : INFO : Epoch 949 | loss: 0.0311479 | val_loss: 0.0311551 | Time: 1951.2 ms [2021-01-04 04:31:35 main:574] : INFO : Epoch 950 | loss: 0.0311463 | val_loss: 0.031156 | Time: 1961.11 ms [2021-01-04 04:31:37 main:574] : INFO : Epoch 951 | loss: 0.0311462 | val_loss: 0.0311552 | Time: 1955.05 ms [2021-01-04 04:31:39 main:574] : INFO : Epoch 952 | loss: 0.0311477 | val_loss: 0.0311543 | Time: 1956.22 ms [2021-01-04 04:31:41 main:574] : INFO : Epoch 953 | loss: 0.0311492 | val_loss: 0.0311557 | Time: 1954.18 ms [2021-01-04 04:31:43 main:574] : INFO : Epoch 954 | loss: 0.031147 | val_loss: 0.0311541 | Time: 1956.89 ms [2021-01-04 04:31:45 main:574] : INFO : Epoch 955 | loss: 0.0311452 | val_loss: 0.0311539 | Time: 1954.86 ms [2021-01-04 04:31:47 main:574] : INFO : Epoch 956 | loss: 0.0311452 | val_loss: 0.031156 | Time: 1957.08 ms [2021-01-04 04:31:49 main:574] : INFO : Epoch 957 | loss: 0.0311455 | val_loss: 0.031156 | Time: 1957.96 ms [2021-01-04 04:31:51 main:574] : INFO : Epoch 958 | loss: 0.031145 | val_loss: 0.0311539 | Time: 1955.87 ms [2021-01-04 04:31:53 main:574] : INFO : Epoch 959 | loss: 0.0311448 | val_loss: 0.031152 | Time: 1954.74 ms [2021-01-04 04:31:55 main:574] : INFO : Epoch 960 | loss: 0.0311446 | val_loss: 0.0311545 | Time: 1962.37 ms [2021-01-04 04:31:57 main:574] : INFO : Epoch 961 | loss: 0.0311482 | val_loss: 0.0311529 | Time: 1958.74 ms [2021-01-04 04:31:59 main:574] : INFO : Epoch 962 | loss: 0.0311479 | val_loss: 0.0311568 | Time: 1963.48 ms [2021-01-04 04:32:01 main:574] : INFO : Epoch 963 | loss: 0.0311488 | val_loss: 0.0311567 | Time: 1962.3 ms [2021-01-04 04:32:03 main:574] : INFO : Epoch 964 | loss: 0.0311482 | val_loss: 0.0311551 | Time: 1958.88 ms [2021-01-04 04:32:05 main:574] : INFO : Epoch 965 | loss: 0.0311487 | val_loss: 0.0311633 | Time: 1953.34 ms [2021-01-04 04:32:07 main:574] : INFO : Epoch 966 | loss: 0.0311543 | val_loss: 0.0311659 | Time: 1960.5 ms [2021-01-04 04:32:09 main:574] : INFO : Epoch 967 | loss: 0.0311574 | val_loss: 0.0311661 | Time: 1960.33 ms [2021-01-04 04:32:11 main:574] : INFO : Epoch 968 | loss: 0.0311558 | val_loss: 0.0311638 | Time: 1956.75 ms [2021-01-04 04:32:13 main:574] : INFO : Epoch 969 | loss: 0.0311536 | val_loss: 0.0311625 | Time: 1961.93 ms [2021-01-04 04:32:15 main:574] : INFO : Epoch 970 | loss: 0.0311522 | val_loss: 0.0311621 | Time: 1958.43 ms [2021-01-04 04:32:17 main:574] : INFO : Epoch 971 | loss: 0.0311522 | val_loss: 0.0311637 | Time: 1955.33 ms [2021-01-04 04:32:19 main:574] : INFO : Epoch 972 | loss: 0.0311531 | val_loss: 0.0311638 | Time: 1953.72 ms [2021-01-04 04:32:21 main:574] : INFO : Epoch 973 | loss: 0.0311516 | val_loss: 0.031162 | Time: 1956.19 ms [2021-01-04 04:32:23 main:574] : INFO : Epoch 974 | loss: 0.0311505 | val_loss: 0.031161 | Time: 1961.81 ms [2021-01-04 04:32:25 main:574] : INFO : Epoch 975 | loss: 0.0311494 | val_loss: 0.03116 | Time: 1957.74 ms [2021-01-04 04:32:26 main:574] : INFO : Epoch 976 | loss: 0.0311495 | val_loss: 0.0311601 | Time: 1957.77 ms [2021-01-04 04:32:28 main:574] : INFO : Epoch 977 | loss: 0.0311517 | val_loss: 0.0311605 | Time: 1955.75 ms [2021-01-04 04:32:30 main:574] : INFO : Epoch 978 | loss: 0.0311514 | val_loss: 0.0311608 | Time: 1958.59 ms [2021-01-04 04:32:32 main:574] : INFO : Epoch 979 | loss: 0.0311517 | val_loss: 0.0311607 | Time: 1961.18 ms [2021-01-04 04:32:34 main:574] : INFO : Epoch 980 | loss: 0.0311508 | val_loss: 0.0311591 | Time: 1954.74 ms [2021-01-04 04:32:36 main:574] : INFO : Epoch 981 | loss: 0.0311499 | val_loss: 0.0311578 | Time: 1956.67 ms [2021-01-04 04:32:38 main:574] : INFO : Epoch 982 | loss: 0.0311496 | val_loss: 0.0311579 | Time: 1957.61 ms [2021-01-04 04:32:40 main:574] : INFO : Epoch 983 | loss: 0.0311505 | val_loss: 0.0311568 | Time: 1955.18 ms [2021-01-04 04:32:42 main:574] : INFO : Epoch 984 | loss: 0.0311494 | val_loss: 0.0311572 | Time: 1956.11 ms [2021-01-04 04:32:44 main:574] : INFO : Epoch 985 | loss: 0.0311489 | val_loss: 0.0311575 | Time: 1965.04 ms [2021-01-04 04:32:46 main:574] : INFO : Epoch 986 | loss: 0.0311468 | val_loss: 0.0311547 | Time: 1957.96 ms [2021-01-04 04:32:48 main:574] : INFO : Epoch 987 | loss: 0.031147 | val_loss: 0.0311545 | Time: 1956.1 ms [2021-01-04 04:32:50 main:574] : INFO : Epoch 988 | loss: 0.0311491 | val_loss: 0.0311559 | Time: 1956.52 ms [2021-01-04 04:32:52 main:574] : INFO : Epoch 989 | loss: 0.0311507 | val_loss: 0.0311572 | Time: 1952.24 ms [2021-01-04 04:32:54 main:574] : INFO : Epoch 990 | loss: 0.0311493 | val_loss: 0.0311555 | Time: 1955.93 ms [2021-01-04 04:32:56 main:574] : INFO : Epoch 991 | loss: 0.0311473 | val_loss: 0.0311564 | Time: 1965.09 ms [2021-01-04 04:32:58 main:574] : INFO : Epoch 992 | loss: 0.0311458 | val_loss: 0.0311535 | Time: 1960.32 ms [2021-01-04 04:33:00 main:574] : INFO : Epoch 993 | loss: 0.0311458 | val_loss: 0.0311522 | Time: 1956.53 ms [2021-01-04 04:33:02 main:574] : INFO : Epoch 994 | loss: 0.031145 | val_loss: 0.0311531 | Time: 1955.82 ms [2021-01-04 04:33:04 main:574] : INFO : Epoch 995 | loss: 0.0311443 | val_loss: 0.0311525 | Time: 1957.29 ms [2021-01-04 04:33:06 main:574] : INFO : Epoch 996 | loss: 0.0311446 | val_loss: 0.0311536 | Time: 1961.94 ms [2021-01-04 04:33:08 main:574] : INFO : Epoch 997 | loss: 0.0311447 | val_loss: 0.0311545 | Time: 1960.77 ms [2021-01-04 04:33:10 main:574] : INFO : Epoch 998 | loss: 0.0311451 | val_loss: 0.0311589 | Time: 1958.4 ms [2021-01-04 04:33:12 main:574] : INFO : Epoch 999 | loss: 0.0311456 | val_loss: 0.0311524 | Time: 1962.17 ms [2021-01-04 04:33:14 main:574] : INFO : Epoch 1000 | loss: 0.0311441 | val_loss: 0.0311551 | Time: 1959 ms [2021-01-04 04:33:16 main:574] : INFO : Epoch 1001 | loss: 0.0311442 | val_loss: 0.0311526 | Time: 1975.34 ms [2021-01-04 04:33:18 main:574] : INFO : Epoch 1002 | loss: 0.031145 | val_loss: 0.0311522 | Time: 1956.73 ms [2021-01-04 04:33:20 main:574] : INFO : Epoch 1003 | loss: 0.0311443 | val_loss: 0.0311526 | Time: 1958.58 ms [2021-01-04 04:33:22 main:574] : INFO : Epoch 1004 | loss: 0.0311449 | val_loss: 0.0311539 | Time: 1959.96 ms [2021-01-04 04:33:24 main:574] : INFO : Epoch 1005 | loss: 0.0311436 | val_loss: 0.031154 | Time: 1961.47 ms [2021-01-04 04:33:26 main:574] : INFO : Epoch 1006 | loss: 0.0311435 | val_loss: 0.0311561 | Time: 1956.64 ms [2021-01-04 04:33:28 main:574] : INFO : Epoch 1007 | loss: 0.0311432 | val_loss: 0.0311528 | Time: 1955.17 ms [2021-01-04 04:33:30 main:574] : INFO : Epoch 1008 | loss: 0.0311441 | val_loss: 0.0311535 | Time: 1959.41 ms [2021-01-04 04:33:32 main:574] : INFO : Epoch 1009 | loss: 0.031144 | val_loss: 0.0311529 | Time: 1958.27 ms [2021-01-04 04:33:33 main:574] : INFO : Epoch 1010 | loss: 0.0311438 | val_loss: 0.0311551 | Time: 1955.36 ms [2021-01-04 04:33:35 main:574] : INFO : Epoch 1011 | loss: 0.0311438 | val_loss: 0.0311537 | Time: 1958.42 ms [2021-01-04 04:33:37 main:574] : INFO : Epoch 1012 | loss: 0.0311444 | val_loss: 0.0311529 | Time: 1949.83 ms [2021-01-04 04:33:39 main:574] : INFO : Epoch 1013 | loss: 0.0311429 | val_loss: 0.0311523 | Time: 1957.41 ms [2021-01-04 04:33:41 main:574] : INFO : Epoch 1014 | loss: 0.0311431 | val_loss: 0.0311534 | Time: 1953.56 ms [2021-01-04 04:33:43 main:574] : INFO : Epoch 1015 | loss: 0.031144 | val_loss: 0.0311529 | Time: 1953.22 ms [2021-01-04 04:33:45 main:574] : INFO : Epoch 1016 | loss: 0.031143 | val_loss: 0.0311549 | Time: 1959.83 ms [2021-01-04 04:33:47 main:574] : INFO : Epoch 1017 | loss: 0.0311442 | val_loss: 0.0311557 | Time: 1960.03 ms [2021-01-04 04:33:49 main:574] : INFO : Epoch 1018 | loss: 0.0311429 | val_loss: 0.0311531 | Time: 1954.67 ms [2021-01-04 04:33:51 main:574] : INFO : Epoch 1019 | loss: 0.0311422 | val_loss: 0.0311539 | Time: 1956.8 ms [2021-01-04 04:33:53 main:574] : INFO : Epoch 1020 | loss: 0.0311445 | val_loss: 0.0311536 | Time: 1964.02 ms [2021-01-04 04:33:55 main:574] : INFO : Epoch 1021 | loss: 0.0311429 | val_loss: 0.0311539 | Time: 1951.84 ms [2021-01-04 04:33:57 main:574] : INFO : Epoch 1022 | loss: 0.0311446 | val_loss: 0.0311544 | Time: 1955.48 ms [2021-01-04 04:33:59 main:574] : INFO : Epoch 1023 | loss: 0.0311432 | val_loss: 0.0311534 | Time: 1956.49 ms [2021-01-04 04:34:01 main:574] : INFO : Epoch 1024 | loss: 0.0311428 | val_loss: 0.0311534 | Time: 1957.25 ms [2021-01-04 04:34:01 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311534 [2021-01-04 04:34:01 main:603] : INFO : Saving end state to config to file [2021-01-04 04:34:01 main:608] : INFO : Success, exiting.. 04:34:01 (22188): 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)