Task 3674925
| Name | ParityMachine-1605454844-14357-13_0 |
| Workunit | 1870131 |
| Created | 14 Jan 2021, 12:29:19 UTC |
| Sent | 15 Jan 2021, 8:22:51 UTC |
| Report deadline | 22 Jan 2021, 8:22:51 UTC |
| Received | 15 Jan 2021, 23:27:42 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 8074 |
| Run time | 27 min 45 sec |
| CPU time | 27 min 5 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 4,455.40 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.33 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> oss: 0.0311338 | val_loss: 0.0311488 | Time: 1575.18 ms [2021-01-15 17:41:27 main:574] : INFO : Epoch 515 | loss: 0.0311337 | val_loss: 0.031149 | Time: 1578.33 ms [2021-01-15 17:41:29 main:574] : INFO : Epoch 516 | loss: 0.0311333 | val_loss: 0.031151 | Time: 1588.43 ms [2021-01-15 17:41:31 main:574] : INFO : Epoch 517 | loss: 0.031134 | val_loss: 0.0311516 | Time: 1556.92 ms [2021-01-15 17:41:32 main:574] : INFO : Epoch 518 | loss: 0.0311354 | val_loss: 0.0311545 | Time: 1566.52 ms [2021-01-15 17:41:34 main:574] : INFO : Epoch 519 | loss: 0.0311358 | val_loss: 0.0311495 | Time: 1546.55 ms [2021-01-15 17:41:35 main:574] : INFO : Epoch 520 | loss: 0.0311323 | val_loss: 0.0311493 | Time: 1591.74 ms [2021-01-15 17:41:37 main:574] : INFO : Epoch 521 | loss: 0.0311365 | val_loss: 0.0311508 | Time: 1588.64 ms [2021-01-15 17:41:39 main:574] : INFO : Epoch 522 | loss: 0.0311357 | val_loss: 0.0311522 | Time: 1596.41 ms [2021-01-15 17:41:40 main:574] : INFO : Epoch 523 | loss: 0.0311355 | val_loss: 0.0311519 | Time: 1581.23 ms [2021-01-15 17:41:42 main:574] : INFO : Epoch 524 | loss: 0.0311357 | val_loss: 0.0311503 | Time: 1785.11 ms [2021-01-15 17:41:44 main:574] : INFO : Epoch 525 | loss: 0.0311368 | val_loss: 0.0311497 | Time: 1622.73 ms [2021-01-15 17:41:45 main:574] : INFO : Epoch 526 | loss: 0.0311359 | val_loss: 0.0311496 | Time: 1616.06 ms [2021-01-15 17:41:47 main:574] : INFO : Epoch 527 | loss: 0.0311351 | val_loss: 0.0311483 | Time: 1586.07 ms [2021-01-15 17:41:48 main:574] : INFO : Epoch 528 | loss: 0.0311348 | val_loss: 0.0311486 | Time: 1591.5 ms [2021-01-15 17:41:50 main:574] : INFO : Epoch 529 | loss: 0.0311344 | val_loss: 0.0311505 | Time: 1598.44 ms [2021-01-15 17:41:52 main:574] : INFO : Epoch 530 | loss: 0.0311359 | val_loss: 0.0311499 | Time: 1544.24 ms [2021-01-15 17:41:53 main:574] : INFO : Epoch 531 | loss: 0.0311344 | val_loss: 0.0311503 | Time: 1566.09 ms [2021-01-15 17:41:55 main:574] : INFO : Epoch 532 | loss: 0.0311336 | val_loss: 0.0311504 | Time: 1579.51 ms [2021-01-15 17:41:56 main:574] : INFO : Epoch 533 | loss: 0.0311347 | val_loss: 0.0311496 | Time: 1572.32 ms [2021-01-15 17:41:58 main:574] : INFO : Epoch 534 | loss: 0.0311343 | val_loss: 0.0311512 | Time: 1589.58 ms [2021-01-15 17:42:00 main:574] : INFO : Epoch 535 | loss: 0.0311338 | val_loss: 0.0311486 | Time: 1595.29 ms [2021-01-15 17:42:01 main:574] : INFO : Epoch 536 | loss: 0.031135 | val_loss: 0.0311563 | Time: 1571.32 ms [2021-01-15 17:42:03 main:574] : INFO : Epoch 537 | loss: 0.0311339 | val_loss: 0.0311492 | Time: 1583.43 ms [2021-01-15 17:42:04 main:574] : INFO : Epoch 538 | loss: 0.0311317 | val_loss: 0.0311499 | Time: 1596.46 ms [2021-01-15 17:42:06 main:574] : INFO : Epoch 539 | loss: 0.0311319 | val_loss: 0.0311475 | Time: 1573.36 ms [2021-01-15 17:42:07 main:574] : INFO : Epoch 540 | loss: 0.0311319 | val_loss: 0.0311483 | Time: 1579.99 ms [2021-01-15 17:42:09 main:574] : INFO : Epoch 541 | loss: 0.0311323 | val_loss: 0.0311526 | Time: 1546.56 ms [2021-01-15 17:42:11 main:574] : INFO : Epoch 542 | loss: 0.0311349 | val_loss: 0.0311492 | Time: 1547.88 ms [2021-01-15 17:42:12 main:574] : INFO : Epoch 543 | loss: 0.0311325 | val_loss: 0.0311489 | Time: 1571.03 ms [2021-01-15 17:42:14 main:574] : INFO : Epoch 544 | loss: 0.0311323 | val_loss: 0.0311496 | Time: 1581.07 ms [2021-01-15 17:42:15 main:574] : INFO : Epoch 545 | loss: 0.0311318 | val_loss: 0.0311485 | Time: 1581.05 ms [2021-01-15 17:42:17 main:574] : INFO : Epoch 546 | loss: 0.0311313 | val_loss: 0.0311503 | Time: 1664.25 ms [2021-01-15 17:42:19 main:574] : INFO : Epoch 547 | loss: 0.0311331 | val_loss: 0.031149 | Time: 1602.8 ms [2021-01-15 17:42:20 main:574] : INFO : Epoch 548 | loss: 0.0311359 | val_loss: 0.0311528 | Time: 1587.76 ms [2021-01-15 17:42:22 main:574] : INFO : Epoch 549 | loss: 0.0311374 | val_loss: 0.0311556 | Time: 1584.23 ms [2021-01-15 17:42:23 main:574] : INFO : Epoch 550 | loss: 0.0311352 | val_loss: 0.031153 | Time: 1585.51 ms [2021-01-15 17:42:25 main:574] : INFO : Epoch 551 | loss: 0.0311336 | val_loss: 0.0311506 | Time: 1570.89 ms [2021-01-15 17:42:27 main:574] : INFO : Epoch 552 | loss: 0.0311347 | val_loss: 0.0311524 | Time: 1610.42 ms [2021-01-15 17:42:28 main:574] : INFO : Epoch 553 | loss: 0.0311342 | val_loss: 0.0311526 | Time: 1553.83 ms [2021-01-15 17:42:30 main:574] : INFO : Epoch 554 | loss: 0.0311333 | val_loss: 0.0311482 | Time: 1552.65 ms [2021-01-15 17:42:31 main:574] : INFO : Epoch 555 | loss: 0.031134 | val_loss: 0.031151 | Time: 1594.07 ms [2021-01-15 17:42:33 main:574] : INFO : Epoch 556 | loss: 0.0311342 | val_loss: 0.0311536 | Time: 1568.51 ms [2021-01-15 17:42:35 main:574] : INFO : Epoch 557 | loss: 0.0311337 | val_loss: 0.0311487 | Time: 1613.15 ms [2021-01-15 17:42:36 main:574] : INFO : Epoch 558 | loss: 0.0311312 | val_loss: 0.0311483 | Time: 1580.8 ms [2021-01-15 17:42:38 main:574] : INFO : Epoch 559 | loss: 0.0311311 | val_loss: 0.0311515 | Time: 1594.99 ms [2021-01-15 17:42:39 main:574] : INFO : Epoch 560 | loss: 0.0311309 | val_loss: 0.0311496 | Time: 1578.81 ms [2021-01-15 17:42:41 main:574] : INFO : Epoch 561 | loss: 0.0311304 | val_loss: 0.0311483 | Time: 1556.56 ms [2021-01-15 17:42:43 main:574] : INFO : Epoch 562 | loss: 0.0311303 | val_loss: 0.0311492 | Time: 1582.41 ms [2021-01-15 17:42:44 main:574] : INFO : Epoch 563 | loss: 0.0311332 | val_loss: 0.0311528 | Time: 1538.69 ms [2021-01-15 17:42:46 main:574] : INFO : Epoch 564 | loss: 0.0311369 | val_loss: 0.0311506 | Time: 1574.76 ms [2021-01-15 17:42:47 main:574] : INFO : Epoch 565 | loss: 0.0311347 | val_loss: 0.03115 | Time: 1561.37 ms [2021-01-15 17:42:49 main:574] : INFO : Epoch 566 | loss: 0.0311334 | val_loss: 0.03115 | Time: 1604.69 ms [2021-01-15 17:42:50 main:574] : INFO : Epoch 567 | loss: 0.0311323 | val_loss: 0.0311502 | Time: 1569.64 ms [2021-01-15 17:42:52 main:574] : INFO : Epoch 568 | loss: 0.0311327 | val_loss: 0.0311568 | Time: 1571.65 ms [2021-01-15 17:42:54 main:574] : INFO : Epoch 569 | loss: 0.0311323 | val_loss: 0.0311548 | Time: 1583.31 ms [2021-01-15 17:42:55 main:574] : INFO : Epoch 570 | loss: 0.0311328 | val_loss: 0.0311509 | Time: 1603.59 ms [2021-01-15 17:42:57 main:574] : INFO : Epoch 571 | loss: 0.0311303 | val_loss: 0.0311516 | Time: 1599.85 ms [2021-01-15 17:42:58 main:574] : INFO : Epoch 572 | loss: 0.0311301 | val_loss: 0.0311515 | Time: 1563.19 ms [2021-01-15 17:43:00 main:574] : INFO : Epoch 573 | loss: 0.0311309 | val_loss: 0.0311496 | Time: 1593.48 ms [2021-01-15 17:43:02 main:574] : INFO : Epoch 574 | loss: 0.03113 | val_loss: 0.0311488 | Time: 1559.77 ms [2021-01-15 17:43:03 main:574] : INFO : Epoch 575 | loss: 0.0311325 | val_loss: 0.0311524 | Time: 1572.71 ms [2021-01-15 17:43:05 main:574] : INFO : Epoch 576 | loss: 0.0311353 | val_loss: 0.0311521 | Time: 1561.7 ms [2021-01-15 17:43:06 main:574] : INFO : Epoch 577 | loss: 0.0311375 | val_loss: 0.0311529 | Time: 1558.3 ms [2021-01-15 17:43:08 main:574] : INFO : Epoch 578 | loss: 0.0311366 | val_loss: 0.0311538 | Time: 1557.78 ms [2021-01-15 17:43:09 main:574] : INFO : Epoch 579 | loss: 0.0311362 | val_loss: 0.0311528 | Time: 1608.21 ms [2021-01-15 17:43:11 main:574] : INFO : Epoch 580 | loss: 0.0311352 | val_loss: 0.0311509 | Time: 1555.3 ms [2021-01-15 17:43:13 main:574] : INFO : Epoch 581 | loss: 0.0311359 | val_loss: 0.0311506 | Time: 1587.18 ms [2021-01-15 17:43:14 main:574] : INFO : Epoch 582 | loss: 0.031135 | val_loss: 0.0311543 | Time: 1580.85 ms [2021-01-15 17:43:16 main:574] : INFO : Epoch 583 | loss: 0.0311358 | val_loss: 0.0311546 | Time: 1590.68 ms [2021-01-15 17:43:17 main:574] : INFO : Epoch 584 | loss: 0.0311351 | val_loss: 0.0311554 | Time: 1574.75 ms [2021-01-15 17:43:19 main:574] : INFO : Epoch 585 | loss: 0.0311368 | val_loss: 0.031153 | Time: 1589.71 ms [2021-01-15 17:43:21 main:574] : INFO : Epoch 586 | loss: 0.031138 | val_loss: 0.0311527 | Time: 1586.33 ms [2021-01-15 17:43:22 main:574] : INFO : Epoch 587 | loss: 0.0311387 | val_loss: 0.0311535 | Time: 1569.45 ms [2021-01-15 17:43:24 main:574] : INFO : Epoch 588 | loss: 0.0311389 | val_loss: 0.0311564 | Time: 1575.27 ms [2021-01-15 17:43:25 main:574] : INFO : Epoch 589 | loss: 0.0311392 | val_loss: 0.031152 | Time: 1537.27 ms [2021-01-15 17:43:27 main:574] : INFO : Epoch 590 | loss: 0.0311388 | val_loss: 0.0311526 | Time: 1577.52 ms [2021-01-15 17:43:29 main:574] : INFO : Epoch 591 | loss: 0.0311373 | val_loss: 0.031152 | Time: 1584.63 ms [2021-01-15 17:43:30 main:574] : INFO : Epoch 592 | loss: 0.0311368 | val_loss: 0.0311513 | Time: 1568.71 ms [2021-01-15 17:43:32 main:574] : INFO : Epoch 593 | loss: 0.0311361 | val_loss: 0.031153 | Time: 1569.37 ms [2021-01-15 17:43:33 main:574] : INFO : Epoch 594 | loss: 0.0311346 | val_loss: 0.0311515 | Time: 1584.83 ms [2021-01-15 17:43:35 main:574] : INFO : Epoch 595 | loss: 0.0311345 | val_loss: 0.0311503 | Time: 1565.76 ms [2021-01-15 17:43:36 main:574] : INFO : Epoch 596 | loss: 0.0311336 | val_loss: 0.0311508 | Time: 1557.56 ms [2021-01-15 17:43:38 main:574] : INFO : Epoch 597 | loss: 0.0311341 | val_loss: 0.0311497 | Time: 1558.07 ms [2021-01-15 17:43:40 main:574] : INFO : Epoch 598 | loss: 0.0311338 | val_loss: 0.0311523 | Time: 1573.14 ms [2021-01-15 17:43:41 main:574] : INFO : Epoch 599 | loss: 0.0311336 | val_loss: 0.0311494 | Time: 1569.49 ms [2021-01-15 17:43:43 main:574] : INFO : Epoch 600 | loss: 0.0311335 | val_loss: 0.0311584 | Time: 1580.58 ms [2021-01-15 17:43:44 main:574] : INFO : Epoch 601 | loss: 0.0311344 | val_loss: 0.031149 | Time: 1575.97 ms [2021-01-15 17:43:46 main:574] : INFO : Epoch 602 | loss: 0.0311316 | val_loss: 0.0311499 | Time: 1575.71 ms [2021-01-15 17:43:47 main:574] : INFO : Epoch 603 | loss: 0.031134 | val_loss: 0.031148 | Time: 1558.01 ms [2021-01-15 17:43:49 main:574] : INFO : Epoch 604 | loss: 0.0311304 | val_loss: 0.0311497 | Time: 1572.63 ms [2021-01-15 17:43:51 main:574] : INFO : Epoch 605 | loss: 0.0311331 | val_loss: 0.0311496 | Time: 1578.86 ms [2021-01-15 17:43:52 main:574] : INFO : Epoch 606 | loss: 0.0311332 | val_loss: 0.0311508 | Time: 1599.6 ms [2021-01-15 17:43:54 main:574] : INFO : Epoch 607 | loss: 0.0311347 | val_loss: 0.0311523 | Time: 1601.73 ms [2021-01-15 17:43:55 main:574] : INFO : Epoch 608 | loss: 0.0311334 | val_loss: 0.0311497 | Time: 1570.95 ms [2021-01-15 17:43:57 main:574] : INFO : Epoch 609 | loss: 0.0311322 | val_loss: 0.03115 | Time: 1579.26 ms [2021-01-15 17:43:59 main:574] : INFO : Epoch 610 | loss: 0.0311317 | val_loss: 0.0311479 | Time: 1583.43 ms [2021-01-15 17:44:00 main:574] : INFO : Epoch 611 | loss: 0.0311307 | val_loss: 0.0311505 | Time: 1590.81 ms [2021-01-15 17:44:02 main:574] : INFO : Epoch 612 | loss: 0.031131 | val_loss: 0.0311495 | Time: 1579.56 ms [2021-01-15 17:44:03 main:574] : INFO : Epoch 613 | loss: 0.0311319 | val_loss: 0.0311486 | Time: 1589.19 ms [2021-01-15 17:44:05 main:574] : INFO : Epoch 614 | loss: 0.031134 | val_loss: 0.0311526 | Time: 1593.29 ms [2021-01-15 17:44:07 main:574] : INFO : Epoch 615 | loss: 0.0311373 | val_loss: 0.0311514 | Time: 1597.41 ms [2021-01-15 17:44:08 main:574] : INFO : Epoch 616 | loss: 0.0311354 | val_loss: 0.0311506 | Time: 1607.66 ms [2021-01-15 17:44:10 main:574] : INFO : Epoch 617 | loss: 0.0311345 | val_loss: 0.0311481 | Time: 1594.72 ms [2021-01-15 17:44:11 main:574] : INFO : Epoch 618 | loss: 0.0311344 | val_loss: 0.0311526 | Time: 1552.31 ms [2021-01-15 17:44:13 main:574] : INFO : Epoch 619 | loss: 0.031141 | val_loss: 0.0311536 | Time: 1556.42 ms [2021-01-15 17:44:15 main:574] : INFO : Epoch 620 | loss: 0.0311394 | val_loss: 0.0311567 | Time: 1558.16 ms [2021-01-15 17:44:16 main:574] : INFO : Epoch 621 | loss: 0.0311473 | val_loss: 0.0311636 | Time: 1568.25 ms [2021-01-15 17:44:18 main:574] : INFO : Epoch 622 | loss: 0.031152 | val_loss: 0.0311645 | Time: 1579.1 ms [2021-01-15 17:44:19 main:574] : INFO : Epoch 623 | loss: 0.031147 | val_loss: 0.0311624 | Time: 1568.24 ms [2021-01-15 17:44:21 main:574] : INFO : Epoch 624 | loss: 0.0311444 | val_loss: 0.0311578 | Time: 1546.81 ms [2021-01-15 17:44:22 main:574] : INFO : Epoch 625 | loss: 0.0311418 | val_loss: 0.0311566 | Time: 1600.59 ms [2021-01-15 17:44:24 main:574] : INFO : Epoch 626 | loss: 0.0311397 | val_loss: 0.0311568 | Time: 1583.17 ms [2021-01-15 17:44:26 main:574] : INFO : Epoch 627 | loss: 0.0311395 | val_loss: 0.0311568 | Time: 1613.44 ms [2021-01-15 17:44:27 main:574] : INFO : Epoch 628 | loss: 0.0311389 | val_loss: 0.0311553 | Time: 1587.68 ms [2021-01-15 17:44:29 main:574] : INFO : Epoch 629 | loss: 0.0311382 | val_loss: 0.0311578 | Time: 1544.56 ms [2021-01-15 17:44:30 main:574] : INFO : Epoch 630 | loss: 0.0311395 | val_loss: 0.0311618 | Time: 1570.5 ms [2021-01-15 17:44:32 main:574] : INFO : Epoch 631 | loss: 0.0311392 | val_loss: 0.031158 | Time: 1588.83 ms [2021-01-15 17:44:34 main:574] : INFO : Epoch 632 | loss: 0.0311394 | val_loss: 0.0311592 | Time: 1582.64 ms [2021-01-15 17:44:35 main:574] : INFO : Epoch 633 | loss: 0.0311384 | val_loss: 0.0311566 | Time: 1577.82 ms [2021-01-15 17:44:37 main:574] : INFO : Epoch 634 | loss: 0.0311398 | val_loss: 0.0311579 | Time: 1550.91 ms [2021-01-15 17:44:38 main:574] : INFO : Epoch 635 | loss: 0.0311374 | val_loss: 0.0311571 | Time: 1575.68 ms [2021-01-15 17:44:40 main:574] : INFO : Epoch 636 | loss: 0.0311364 | val_loss: 0.0311579 | Time: 1547.46 ms [2021-01-15 17:44:42 main:574] : INFO : Epoch 637 | loss: 0.0311367 | val_loss: 0.0311557 | Time: 1582.17 ms [2021-01-15 17:44:43 main:574] : INFO : Epoch 638 | loss: 0.0311359 | val_loss: 0.0311601 | Time: 1555.76 ms [2021-01-15 17:44:45 main:574] : INFO : Epoch 639 | loss: 0.0311375 | val_loss: 0.0311551 | Time: 1553.86 ms [2021-01-15 17:44:46 main:574] : INFO : Epoch 640 | loss: 0.0311354 | val_loss: 0.0311559 | Time: 1557.07 ms [2021-01-15 17:44:48 main:574] : INFO : Epoch 641 | loss: 0.0311373 | val_loss: 0.0311543 | Time: 1579.59 ms [2021-01-15 17:44:49 main:574] : INFO : Epoch 642 | loss: 0.0311367 | val_loss: 0.0311566 | Time: 1565.76 ms [2021-01-15 17:44:51 main:574] : INFO : Epoch 643 | loss: 0.0311367 | val_loss: 0.0311549 | Time: 1575.34 ms [2021-01-15 17:44:53 main:574] : INFO : Epoch 644 | loss: 0.0311386 | val_loss: 0.0311558 | Time: 1591.87 ms [2021-01-15 17:44:54 main:574] : INFO : Epoch 645 | loss: 0.0311382 | val_loss: 0.0311559 | Time: 1524.64 ms [2021-01-15 17:44:56 main:574] : INFO : Epoch 646 | loss: 0.0311364 | val_loss: 0.0311556 | Time: 1540.18 ms [2021-01-15 17:44:57 main:574] : INFO : Epoch 647 | loss: 0.0311359 | val_loss: 0.0311574 | Time: 1573.27 ms [2021-01-15 17:44:59 main:574] : INFO : Epoch 648 | loss: 0.0311349 | val_loss: 0.0311546 | Time: 1576.68 ms [2021-01-15 17:45:00 main:574] : INFO : Epoch 649 | loss: 0.0311347 | val_loss: 0.0311551 | Time: 1569.39 ms [2021-01-15 17:45:02 main:574] : INFO : Epoch 650 | loss: 0.0311352 | val_loss: 0.0311576 | Time: 1572.16 ms [2021-01-15 17:45:04 main:574] : INFO : Epoch 651 | loss: 0.0311345 | val_loss: 0.0311539 | Time: 1607.45 ms [2021-01-15 17:45:05 main:574] : INFO : Epoch 652 | loss: 0.0311354 | val_loss: 0.0311555 | Time: 1603.76 ms [2021-01-15 17:45:07 main:574] : INFO : Epoch 653 | loss: 0.0311353 | val_loss: 0.0311551 | Time: 1594.31 ms [2021-01-15 17:45:08 main:574] : INFO : Epoch 654 | loss: 0.0311401 | val_loss: 0.0311579 | Time: 1583.27 ms [2021-01-15 17:45:10 main:574] : INFO : Epoch 655 | loss: 0.0311393 | val_loss: 0.0311563 | Time: 1559.89 ms [2021-01-15 17:45:12 main:574] : INFO : Epoch 656 | loss: 0.0311388 | val_loss: 0.0311547 | Time: 1567.45 ms [2021-01-15 17:45:13 main:574] : INFO : Epoch 657 | loss: 0.0311372 | val_loss: 0.0311586 | Time: 1527.76 ms [2021-01-15 17:45:15 main:574] : INFO : Epoch 658 | loss: 0.0311373 | val_loss: 0.031158 | Time: 1579.4 ms [2021-01-15 17:45:16 main:574] : INFO : Epoch 659 | loss: 0.031138 | val_loss: 0.0311565 | Time: 1570.11 ms [2021-01-15 17:45:18 main:574] : INFO : Epoch 660 | loss: 0.0311385 | val_loss: 0.0311561 | Time: 1552.55 ms [2021-01-15 17:45:19 main:574] : INFO : Epoch 661 | loss: 0.0311378 | val_loss: 0.0311559 | Time: 1566.81 ms [2021-01-15 17:45:21 main:574] : INFO : Epoch 662 | loss: 0.031138 | val_loss: 0.0311554 | Time: 1572.29 ms [2021-01-15 17:45:23 main:574] : INFO : Epoch 663 | loss: 0.0311371 | val_loss: 0.0311556 | Time: 1595.08 ms [2021-01-15 17:45:24 main:574] : INFO : Epoch 664 | loss: 0.0311393 | val_loss: 0.0311633 | Time: 1558.9 ms [2021-01-15 17:45:26 main:574] : INFO : Epoch 665 | loss: 0.0311388 | val_loss: 0.0311573 | Time: 1587.05 ms [2021-01-15 17:45:27 main:574] : INFO : Epoch 666 | loss: 0.0311356 | val_loss: 0.0311576 | Time: 1597.51 ms [2021-01-15 17:45:29 main:574] : INFO : Epoch 667 | loss: 0.0311352 | val_loss: 0.0311559 | Time: 1589.88 ms [2021-01-15 17:45:31 main:574] : INFO : Epoch 668 | loss: 0.0311352 | val_loss: 0.0311517 | Time: 1603.7 ms [2021-01-15 17:45:32 main:574] : INFO : Epoch 669 | loss: 0.0311378 | val_loss: 0.0311527 | Time: 1589.61 ms [2021-01-15 17:45:34 main:574] : INFO : Epoch 670 | loss: 0.0311354 | val_loss: 0.0311571 | Time: 1570.85 ms [2021-01-15 17:45:35 main:574] : INFO : Epoch 671 | loss: 0.0311336 | val_loss: 0.0311539 | Time: 1577.68 ms [2021-01-15 17:45:37 main:574] : INFO : Epoch 672 | loss: 0.0311325 | val_loss: 0.0311522 | Time: 1586.26 ms [2021-01-15 17:45:39 main:574] : INFO : Epoch 673 | loss: 0.0311316 | val_loss: 0.0311521 | Time: 1563.96 ms [2021-01-15 17:45:40 main:574] : INFO : Epoch 674 | loss: 0.0311334 | val_loss: 0.0311528 | Time: 1566.12 ms [2021-01-15 17:45:42 main:574] : INFO : Epoch 675 | loss: 0.0311334 | val_loss: 0.0311552 | Time: 1571.71 ms [2021-01-15 17:45:43 main:574] : INFO : Epoch 676 | loss: 0.0311348 | val_loss: 0.0311537 | Time: 1569.35 ms [2021-01-15 17:45:45 main:574] : INFO : Epoch 677 | loss: 0.0311348 | val_loss: 0.0311542 | Time: 1582.4 ms [2021-01-15 17:45:46 main:574] : INFO : Epoch 678 | loss: 0.031134 | val_loss: 0.031154 | Time: 1581.53 ms [2021-01-15 17:45:48 main:574] : INFO : Epoch 679 | loss: 0.0311337 | val_loss: 0.0311537 | Time: 1564.09 ms [2021-01-15 17:45:50 main:574] : INFO : Epoch 680 | loss: 0.0311349 | val_loss: 0.0311546 | Time: 1567.95 ms [2021-01-15 17:45:51 main:574] : INFO : Epoch 681 | loss: 0.0311376 | val_loss: 0.031156 | Time: 1582.83 ms [2021-01-15 17:45:53 main:574] : INFO : Epoch 682 | loss: 0.0311399 | val_loss: 0.0311596 | Time: 1579.01 ms [2021-01-15 17:45:54 main:574] : INFO : Epoch 683 | loss: 0.0311397 | val_loss: 0.0311571 | Time: 1602.58 ms [2021-01-15 17:45:56 main:574] : INFO : Epoch 684 | loss: 0.0311388 | val_loss: 0.031158 | Time: 1576.44 ms [2021-01-15 17:45:58 main:574] : INFO : Epoch 685 | loss: 0.031138 | val_loss: 0.0311559 | Time: 1569.43 ms [2021-01-15 17:45:59 main:574] : INFO : Epoch 686 | loss: 0.031138 | val_loss: 0.031157 | Time: 1594.06 ms [2021-01-15 17:46:01 main:574] : INFO : Epoch 687 | loss: 0.0311374 | val_loss: 0.0311587 | Time: 1597.37 ms [2021-01-15 17:46:02 main:574] : INFO : Epoch 688 | loss: 0.0311372 | val_loss: 0.0311555 | Time: 1589.81 ms [2021-01-15 17:46:04 main:574] : INFO : Epoch 689 | loss: 0.031139 | val_loss: 0.0311565 | Time: 1552.81 ms [2021-01-15 17:46:06 main:574] : INFO : Epoch 690 | loss: 0.0311405 | val_loss: 0.0311574 | Time: 1562.19 ms [2021-01-15 17:46:07 main:574] : INFO : Epoch 691 | loss: 0.0311406 | val_loss: 0.031154 | Time: 1589.62 ms [2021-01-15 17:46:09 main:574] : INFO : Epoch 692 | loss: 0.0311518 | val_loss: 0.0311621 | Time: 1593.11 ms [2021-01-15 17:46:10 main:574] : INFO : Epoch 693 | loss: 0.0311468 | val_loss: 0.0311817 | Time: 1571.53 ms [2021-01-15 17:46:12 main:574] : INFO : Epoch 694 | loss: 0.0311518 | val_loss: 0.0311564 | Time: 1590.93 ms [2021-01-15 17:46:14 main:574] : INFO : Epoch 695 | loss: 0.0311423 | val_loss: 0.0311545 | Time: 1595.82 ms [2021-01-15 17:46:15 main:574] : INFO : Epoch 696 | loss: 0.0311417 | val_loss: 0.0311531 | Time: 1599.74 ms [2021-01-15 17:46:17 main:574] : INFO : Epoch 697 | loss: 0.0311414 | val_loss: 0.0311513 | Time: 1597.9 ms [2021-01-15 17:46:18 main:574] : INFO : Epoch 698 | loss: 0.0311408 | val_loss: 0.0311531 | Time: 1590.1 ms [2021-01-15 17:46:20 main:574] : INFO : Epoch 699 | loss: 0.0311393 | val_loss: 0.0311565 | Time: 1581.5 ms [2021-01-15 17:46:22 main:574] : INFO : Epoch 700 | loss: 0.0311412 | val_loss: 0.0311574 | Time: 1571.44 ms [2021-01-15 17:46:23 main:574] : INFO : Epoch 701 | loss: 0.0311405 | val_loss: 0.0311555 | Time: 1588.33 ms [2021-01-15 17:46:25 main:574] : INFO : Epoch 702 | loss: 0.0311406 | val_loss: 0.0311581 | Time: 1587 ms [2021-01-15 17:46:26 main:574] : INFO : Epoch 703 | loss: 0.0311386 | val_loss: 0.0311565 | Time: 1583.34 ms [2021-01-15 17:46:28 main:574] : INFO : Epoch 704 | loss: 0.0311373 | val_loss: 0.0311564 | Time: 1585.45 ms [2021-01-15 17:46:30 main:574] : INFO : Epoch 705 | loss: 0.0311366 | val_loss: 0.0311562 | Time: 1605.05 ms [2021-01-15 17:46:31 main:574] : INFO : Epoch 706 | loss: 0.0311362 | val_loss: 0.0311556 | Time: 1597.32 ms [2021-01-15 17:46:33 main:574] : INFO : Epoch 707 | loss: 0.0311352 | val_loss: 0.0311579 | Time: 1590.77 ms [2021-01-15 17:46:34 main:574] : INFO : Epoch 708 | loss: 0.0311361 | val_loss: 0.0311574 | Time: 1597.96 ms [2021-01-15 17:46:36 main:574] : INFO : Epoch 709 | loss: 0.0311381 | val_loss: 0.031157 | Time: 1579.24 ms [2021-01-15 17:46:38 main:574] : INFO : Epoch 710 | loss: 0.0311379 | val_loss: 0.0311565 | Time: 1589.61 ms [2021-01-15 17:46:39 main:574] : INFO : Epoch 711 | loss: 0.0311363 | val_loss: 0.0311544 | Time: 1601.1 ms [2021-01-15 17:46:41 main:574] : INFO : Epoch 712 | loss: 0.0311385 | val_loss: 0.0311622 | Time: 1594 ms [2021-01-15 17:46:42 main:574] : INFO : Epoch 713 | loss: 0.0311367 | val_loss: 0.0311557 | Time: 1574.41 ms [2021-01-15 17:46:44 main:574] : INFO : Epoch 714 | loss: 0.0311338 | val_loss: 0.0311547 | Time: 1583.84 ms [2021-01-15 17:46:46 main:574] : INFO : Epoch 715 | loss: 0.0311338 | val_loss: 0.031154 | Time: 1577.89 ms [2021-01-15 17:46:47 main:574] : INFO : Epoch 716 | loss: 0.031133 | val_loss: 0.0311559 | Time: 1565.31 ms [2021-01-15 17:46:49 main:574] : INFO : Epoch 717 | loss: 0.031133 | val_loss: 0.0311549 | Time: 1618.23 ms [2021-01-15 17:46:50 main:574] : INFO : Epoch 718 | loss: 0.0311328 | val_loss: 0.0311563 | Time: 1587.92 ms [2021-01-15 17:46:52 main:574] : INFO : Epoch 719 | loss: 0.0311326 | val_loss: 0.0311568 | Time: 1575.21 ms [2021-01-15 17:46:53 main:574] : INFO : Epoch 720 | loss: 0.0311321 | val_loss: 0.0311573 | Time: 1543.06 ms [2021-01-15 17:46:55 main:574] : INFO : Epoch 721 | loss: 0.0311328 | val_loss: 0.0311547 | Time: 1571.02 ms [2021-01-15 17:46:57 main:574] : INFO : Epoch 722 | loss: 0.0311328 | val_loss: 0.0311534 | Time: 1583.02 ms [2021-01-15 17:46:58 main:574] : INFO : Epoch 723 | loss: 0.0311378 | val_loss: 0.0311542 | Time: 1541.6 ms [2021-01-15 17:47:00 main:574] : INFO : Epoch 724 | loss: 0.0311373 | val_loss: 0.0311567 | Time: 1586.59 ms [2021-01-15 17:47:01 main:574] : INFO : Epoch 725 | loss: 0.0311371 | val_loss: 0.0311592 | Time: 1576.34 ms [2021-01-15 17:47:03 main:574] : INFO : Epoch 726 | loss: 0.0311377 | val_loss: 0.0311568 | Time: 1550.43 ms [2021-01-15 17:47:05 main:574] : INFO : Epoch 727 | loss: 0.0311364 | val_loss: 0.0311535 | Time: 1602.34 ms [2021-01-15 17:47:06 main:574] : INFO : Epoch 728 | loss: 0.031135 | val_loss: 0.0311549 | Time: 1580.11 ms [2021-01-15 17:47:08 main:574] : INFO : Epoch 729 | loss: 0.0311333 | val_loss: 0.0311535 | Time: 1582.11 ms [2021-01-15 17:47:09 main:574] : INFO : Epoch 730 | loss: 0.0311338 | val_loss: 0.0311542 | Time: 1578.31 ms [2021-01-15 17:47:11 main:574] : INFO : Epoch 731 | loss: 0.0311368 | val_loss: 0.0311526 | Time: 1573.41 ms [2021-01-15 17:47:13 main:574] : INFO : Epoch 732 | loss: 0.0311389 | val_loss: 0.0311541 | Time: 1580.98 ms [2021-01-15 17:47:14 main:574] : INFO : Epoch 733 | loss: 0.0311399 | val_loss: 0.0311563 | Time: 1560.78 ms [2021-01-15 17:47:16 main:574] : INFO : Epoch 734 | loss: 0.0311381 | val_loss: 0.0311568 | Time: 1580.85 ms [2021-01-15 17:47:17 main:574] : INFO : Epoch 735 | loss: 0.0311372 | val_loss: 0.0311581 | Time: 1592.2 ms [2021-01-15 17:47:19 main:574] : INFO : Epoch 736 | loss: 0.0311369 | val_loss: 0.0311555 | Time: 1565.7 ms [2021-01-15 17:47:20 main:574] : INFO : Epoch 737 | loss: 0.0311354 | val_loss: 0.0311564 | Time: 1576.96 ms [2021-01-15 17:47:22 main:574] : INFO : Epoch 738 | loss: 0.0311352 | val_loss: 0.0311569 | Time: 1548.28 ms [2021-01-15 17:47:24 main:574] : INFO : Epoch 739 | loss: 0.0311354 | val_loss: 0.0311545 | Time: 1559.89 ms [2021-01-15 17:47:25 main:574] : INFO : Epoch 740 | loss: 0.0311345 | val_loss: 0.0311545 | Time: 1609.04 ms [2021-01-15 17:47:27 main:574] : INFO : Epoch 741 | loss: 0.0311351 | val_loss: 0.0311602 | Time: 1564.86 ms [2021-01-15 17:47:28 main:574] : INFO : Epoch 742 | loss: 0.0311358 | val_loss: 0.0311551 | Time: 1555.71 ms [2021-01-15 17:47:30 main:574] : INFO : Epoch 743 | loss: 0.0311348 | val_loss: 0.0311529 | Time: 1599.9 ms [2021-01-15 17:47:32 main:574] : INFO : Epoch 744 | loss: 0.0311341 | val_loss: 0.0311542 | Time: 1578.17 ms [2021-01-15 17:47:33 main:574] : INFO : Epoch 745 | loss: 0.031134 | val_loss: 0.0311525 | Time: 1568.91 ms [2021-01-15 17:47:35 main:574] : INFO : Epoch 746 | loss: 0.0311351 | val_loss: 0.0311557 | Time: 1556.21 ms [2021-01-15 17:47:36 main:574] : INFO : Epoch 747 | loss: 0.0311395 | val_loss: 0.0311525 | Time: 1596.03 ms [2021-01-15 17:47:38 main:574] : INFO : Epoch 748 | loss: 0.0311404 | val_loss: 0.0311552 | Time: 1580.98 ms [2021-01-15 17:47:40 main:574] : INFO : Epoch 749 | loss: 0.0311367 | val_loss: 0.0311526 | Time: 1613.71 ms [2021-01-15 17:47:41 main:574] : INFO : Epoch 750 | loss: 0.0311354 | val_loss: 0.0311514 | Time: 1568.84 ms [2021-01-15 17:47:43 main:574] : INFO : Epoch 751 | loss: 0.0311342 | val_loss: 0.0311531 | Time: 1594.5 ms [2021-01-15 17:47:44 main:574] : INFO : Epoch 752 | loss: 0.0311342 | val_loss: 0.0311546 | Time: 1560.14 ms [2021-01-15 17:47:46 main:574] : INFO : Epoch 753 | loss: 0.0311338 | val_loss: 0.0311558 | Time: 1591.9 ms [2021-01-15 17:47:48 main:574] : INFO : Epoch 754 | loss: 0.0311328 | val_loss: 0.0311579 | Time: 1609.67 ms [2021-01-15 17:47:49 main:574] : INFO : Epoch 755 | loss: 0.0311326 | val_loss: 0.0311611 | Time: 1595.99 ms [2021-01-15 17:47:51 main:574] : INFO : Epoch 756 | loss: 0.0311343 | val_loss: 0.0311572 | Time: 1588.09 ms [2021-01-15 17:47:52 main:574] : INFO : Epoch 757 | loss: 0.0311354 | val_loss: 0.0311557 | Time: 1561.87 ms [2021-01-15 17:47:54 main:574] : INFO : Epoch 758 | loss: 0.0311341 | val_loss: 0.0311519 | Time: 1566.48 ms [2021-01-15 17:47:55 main:574] : INFO : Epoch 759 | loss: 0.031134 | val_loss: 0.0311547 | Time: 1554.56 ms [2021-01-15 17:47:57 main:574] : INFO : Epoch 760 | loss: 0.0311333 | val_loss: 0.0311547 | Time: 1539.51 ms [2021-01-15 17:47:59 main:574] : INFO : Epoch 761 | loss: 0.0311325 | val_loss: 0.0311535 | Time: 1576.37 ms [2021-01-15 17:48:00 main:574] : INFO : Epoch 762 | loss: 0.0311327 | val_loss: 0.0311569 | Time: 1627.67 ms [2021-01-15 17:48:02 main:574] : INFO : Epoch 763 | loss: 0.0311336 | val_loss: 0.0311551 | Time: 1734.97 ms [2021-01-15 17:48:04 main:574] : INFO : Epoch 764 | loss: 0.0311325 | val_loss: 0.0311561 | Time: 1605.97 ms [2021-01-15 17:48:05 main:574] : INFO : Epoch 765 | loss: 0.0311343 | val_loss: 0.0311558 | Time: 1579.35 ms [2021-01-15 17:48:07 main:574] : INFO : Epoch 766 | loss: 0.031136 | val_loss: 0.0311574 | Time: 1582.25 ms [2021-01-15 17:48:08 main:574] : INFO : Epoch 767 | loss: 0.0311336 | val_loss: 0.0311591 | Time: 1602.15 ms [2021-01-15 17:48:10 main:574] : INFO : Epoch 768 | loss: 0.0311356 | val_loss: 0.0311557 | Time: 1588.19 ms [2021-01-15 17:48:12 main:574] : INFO : Epoch 769 | loss: 0.0311329 | val_loss: 0.0311572 | Time: 1561.77 ms [2021-01-15 17:48:13 main:574] : INFO : Epoch 770 | loss: 0.0311341 | val_loss: 0.0311545 | Time: 1589.73 ms [2021-01-15 17:48:15 main:574] : INFO : Epoch 771 | loss: 0.0311327 | val_loss: 0.0311532 | Time: 1566.11 ms [2021-01-15 17:48:16 main:574] : INFO : Epoch 772 | loss: 0.0311319 | val_loss: 0.0311532 | Time: 1570.3 ms [2021-01-15 17:48:18 main:574] : INFO : Epoch 773 | loss: 0.0311328 | val_loss: 0.0311524 | Time: 2153.37 ms [2021-01-15 17:48:20 main:574] : INFO : Epoch 774 | loss: 0.0311318 | val_loss: 0.031153 | Time: 1796.98 ms [2021-01-15 17:48:22 main:574] : INFO : Epoch 775 | loss: 0.0311312 | val_loss: 0.031156 | Time: 1759.94 ms [2021-01-15 17:48:24 main:574] : INFO : Epoch 776 | loss: 0.0311303 | val_loss: 0.0311519 | Time: 1637.94 ms [2021-01-15 17:48:25 main:574] : INFO : Epoch 777 | loss: 0.0311301 | val_loss: 0.0311555 | Time: 1628.64 ms [2021-01-15 17:48:27 main:574] : INFO : Epoch 778 | loss: 0.0311309 | val_loss: 0.0311599 | Time: 1598.73 ms [2021-01-15 17:48:29 main:574] : INFO : Epoch 779 | loss: 0.031134 | val_loss: 0.031159 | Time: 1624.91 ms [2021-01-15 17:48:30 main:574] : INFO : Epoch 780 | loss: 0.0311342 | val_loss: 0.031152 | Time: 1617.61 ms [2021-01-15 17:48:32 main:574] : INFO : Epoch 781 | loss: 0.0311322 | val_loss: 0.0311561 | Time: 1605.57 ms [2021-01-15 17:48:34 main:574] : INFO : Epoch 782 | loss: 0.0311322 | val_loss: 0.0311569 | Time: 1618.07 ms [2021-01-15 17:48:35 main:574] : INFO : Epoch 783 | loss: 0.0311322 | val_loss: 0.0311543 | Time: 1605.63 ms [2021-01-15 17:48:37 main:574] : INFO : Epoch 784 | loss: 0.0311373 | val_loss: 0.031161 | Time: 1589.51 ms [2021-01-15 17:48:38 main:574] : INFO : Epoch 785 | loss: 0.0311438 | val_loss: 0.0311607 | Time: 1621.73 ms [2021-01-15 17:48:40 main:574] : INFO : Epoch 786 | loss: 0.0311479 | val_loss: 0.0311647 | Time: 1591.66 ms [2021-01-15 17:48:42 main:574] : INFO : Epoch 787 | loss: 0.0311512 | val_loss: 0.0311587 | Time: 1630.29 ms [2021-01-15 17:48:43 main:574] : INFO : Epoch 788 | loss: 0.0311432 | val_loss: 0.0311602 | Time: 1614.14 ms [2021-01-15 17:48:45 main:574] : INFO : Epoch 789 | loss: 0.0311418 | val_loss: 0.0311612 | Time: 1636.14 ms [2021-01-15 17:48:47 main:574] : INFO : Epoch 790 | loss: 0.0311405 | val_loss: 0.0311587 | Time: 1615.93 ms [2021-01-15 17:48:48 main:574] : INFO : Epoch 791 | loss: 0.0311411 | val_loss: 0.0311666 | Time: 1609.39 ms [2021-01-15 17:48:50 main:574] : INFO : Epoch 792 | loss: 0.0311467 | val_loss: 0.031168 | Time: 1608.49 ms [2021-01-15 17:48:51 main:574] : INFO : Epoch 793 | loss: 0.0311402 | val_loss: 0.0311577 | Time: 1588.48 ms [2021-01-15 17:48:53 main:574] : INFO : Epoch 794 | loss: 0.0311378 | val_loss: 0.0311587 | Time: 1605.6 ms [2021-01-15 17:48:55 main:574] : INFO : Epoch 795 | loss: 0.0311378 | val_loss: 0.0311592 | Time: 1613.47 ms [2021-01-15 17:48:56 main:574] : INFO : Epoch 796 | loss: 0.0311384 | val_loss: 0.0311602 | Time: 1621.63 ms [2021-01-15 17:48:58 main:574] : INFO : Epoch 797 | loss: 0.0311393 | val_loss: 0.0311618 | Time: 1610.72 ms [2021-01-15 17:49:00 main:574] : INFO : Epoch 798 | loss: 0.0311382 | val_loss: 0.0311602 | Time: 1603.69 ms [2021-01-15 17:49:01 main:574] : INFO : Epoch 799 | loss: 0.0311387 | val_loss: 0.031158 | Time: 1703.57 ms [2021-01-15 17:49:03 main:574] : INFO : Epoch 800 | loss: 0.0311386 | val_loss: 0.0311574 | Time: 1682.96 ms [2021-01-15 17:49:05 main:574] : INFO : Epoch 801 | loss: 0.0311375 | val_loss: 0.0311584 | Time: 1604.93 ms [2021-01-15 17:49:06 main:574] : INFO : Epoch 802 | loss: 0.0311379 | val_loss: 0.0311589 | Time: 1618.94 ms [2021-01-15 17:49:08 main:574] : INFO : Epoch 803 | loss: 0.0311378 | val_loss: 0.0311597 | Time: 1621.69 ms [2021-01-15 17:49:09 main:574] : INFO : Epoch 804 | loss: 0.0311374 | val_loss: 0.0311595 | Time: 1623.85 ms [2021-01-15 17:49:11 main:574] : INFO : Epoch 805 | loss: 0.0311381 | val_loss: 0.0311627 | Time: 1606.5 ms [2021-01-15 17:49:13 main:574] : INFO : Epoch 806 | loss: 0.0311453 | val_loss: 0.0311655 | Time: 1616.96 ms [2021-01-15 17:49:14 main:574] : INFO : Epoch 807 | loss: 0.0311416 | val_loss: 0.0311594 | Time: 1606.96 ms [2021-01-15 17:49:16 main:574] : INFO : Epoch 808 | loss: 0.0311397 | val_loss: 0.0311578 | Time: 1607.16 ms [2021-01-15 17:49:18 main:574] : INFO : Epoch 809 | loss: 0.0311399 | val_loss: 0.031163 | Time: 1671.55 ms [2021-01-15 17:49:19 main:574] : INFO : Epoch 810 | loss: 0.0311428 | val_loss: 0.0311648 | Time: 1696.02 ms [2021-01-15 17:49:21 main:574] : INFO : Epoch 811 | loss: 0.0311425 | val_loss: 0.0311603 | Time: 1638.18 ms [2021-01-15 17:49:23 main:574] : INFO : Epoch 812 | loss: 0.0311398 | val_loss: 0.0311584 | Time: 1636.92 ms [2021-01-15 17:49:24 main:574] : INFO : Epoch 813 | loss: 0.0311389 | val_loss: 0.0311589 | Time: 1599.93 ms [2021-01-15 17:49:26 main:574] : INFO : Epoch 814 | loss: 0.0311392 | val_loss: 0.0311594 | Time: 1626.55 ms [2021-01-15 17:49:28 main:574] : INFO : Epoch 815 | loss: 0.0311388 | val_loss: 0.0311602 | Time: 1618.11 ms [2021-01-15 17:49:29 main:574] : INFO : Epoch 816 | loss: 0.031139 | val_loss: 0.0311595 | Time: 1616.79 ms [2021-01-15 17:49:31 main:574] : INFO : Epoch 817 | loss: 0.0311387 | val_loss: 0.0311601 | Time: 1610.42 ms [2021-01-15 17:49:32 main:574] : INFO : Epoch 818 | loss: 0.0311389 | val_loss: 0.0311592 | Time: 1608.77 ms [2021-01-15 17:49:34 main:574] : INFO : Epoch 819 | loss: 0.0311389 | val_loss: 0.0311637 | Time: 1608.27 ms [2021-01-15 17:49:36 main:574] : INFO : Epoch 820 | loss: 0.0311383 | val_loss: 0.0311611 | Time: 1640.74 ms [2021-01-15 17:49:37 main:574] : INFO : Epoch 821 | loss: 0.0311372 | val_loss: 0.0311651 | Time: 1615.06 ms [2021-01-15 17:49:39 main:574] : INFO : Epoch 822 | loss: 0.0311374 | val_loss: 0.031163 | Time: 1603.65 ms [2021-01-15 17:49:41 main:574] : INFO : Epoch 823 | loss: 0.0311361 | val_loss: 0.0311631 | Time: 1610.91 ms [2021-01-15 17:49:42 main:574] : INFO : Epoch 824 | loss: 0.0311375 | val_loss: 0.0311658 | Time: 1613.53 ms [2021-01-15 17:49:44 main:574] : INFO : Epoch 825 | loss: 0.0311379 | val_loss: 0.0311615 | Time: 1603.95 ms [2021-01-15 17:49:45 main:574] : INFO : Epoch 826 | loss: 0.0311349 | val_loss: 0.0311597 | Time: 1622.64 ms [2021-01-15 17:49:47 main:574] : INFO : Epoch 827 | loss: 0.0311349 | val_loss: 0.0311613 | Time: 1598.07 ms [2021-01-15 17:49:49 main:574] : INFO : Epoch 828 | loss: 0.0311348 | val_loss: 0.0311595 | Time: 1599.2 ms [2021-01-15 17:49:50 main:574] : INFO : Epoch 829 | loss: 0.0311328 | val_loss: 0.0311572 | Time: 1587.78 ms [2021-01-15 17:49:52 main:574] : INFO : Epoch 830 | loss: 0.031133 | val_loss: 0.0311597 | Time: 1632.15 ms [2021-01-15 17:49:53 main:574] : INFO : Epoch 831 | loss: 0.0311325 | val_loss: 0.0311605 | Time: 1611.19 ms [2021-01-15 17:49:55 main:574] : INFO : Epoch 832 | loss: 0.0311349 | val_loss: 0.0311604 | Time: 1616.19 ms [2021-01-15 17:49:57 main:574] : INFO : Epoch 833 | loss: 0.0311352 | val_loss: 0.0311617 | Time: 1647.34 ms [2021-01-15 17:49:58 main:574] : INFO : Epoch 834 | loss: 0.0311345 | val_loss: 0.03116 | Time: 1606.97 ms [2021-01-15 17:50:00 main:574] : INFO : Epoch 835 | loss: 0.0311332 | val_loss: 0.0311604 | Time: 1647.35 ms [2021-01-15 17:50:02 main:574] : INFO : Epoch 836 | loss: 0.03114 | val_loss: 0.0311656 | Time: 1614.43 ms [2021-01-15 17:50:03 main:574] : INFO : Epoch 837 | loss: 0.0311384 | val_loss: 0.0311606 | Time: 1588.21 ms [2021-01-15 17:50:05 main:574] : INFO : Epoch 838 | loss: 0.0311361 | val_loss: 0.031158 | Time: 1625.91 ms [2021-01-15 17:50:07 main:574] : INFO : Epoch 839 | loss: 0.0311342 | val_loss: 0.0311564 | Time: 1628.95 ms [2021-01-15 17:50:08 main:574] : INFO : Epoch 840 | loss: 0.0311335 | val_loss: 0.0311549 | Time: 1593.39 ms [2021-01-15 17:50:10 main:574] : INFO : Epoch 841 | loss: 0.0311346 | val_loss: 0.0311579 | Time: 1609.27 ms [2021-01-15 17:50:11 main:574] : INFO : Epoch 842 | loss: 0.0311354 | val_loss: 0.0311568 | Time: 1622.41 ms [2021-01-15 17:50:13 main:574] : INFO : Epoch 843 | loss: 0.0311491 | val_loss: 0.0311595 | Time: 1624.45 ms [2021-01-15 17:50:15 main:574] : INFO : Epoch 844 | loss: 0.0311523 | val_loss: 0.0311616 | Time: 1671.1 ms [2021-01-15 17:50:16 main:574] : INFO : Epoch 845 | loss: 0.0311522 | val_loss: 0.0311629 | Time: 1593.69 ms [2021-01-15 17:50:18 main:574] : INFO : Epoch 846 | loss: 0.0311523 | val_loss: 0.0311637 | Time: 1619.3 ms [2021-01-15 17:50:20 main:574] : INFO : Epoch 847 | loss: 0.0311519 | val_loss: 0.0311656 | Time: 1625.94 ms [2021-01-15 17:50:21 main:574] : INFO : Epoch 848 | loss: 0.031151 | val_loss: 0.0311608 | Time: 1622.08 ms [2021-01-15 17:50:23 main:574] : INFO : Epoch 849 | loss: 0.0311486 | val_loss: 0.0311598 | Time: 1613.03 ms [2021-01-15 17:50:24 main:574] : INFO : Epoch 850 | loss: 0.0311485 | val_loss: 0.0311608 | Time: 1625.46 ms [2021-01-15 17:50:26 main:574] : INFO : Epoch 851 | loss: 0.031148 | val_loss: 0.0311585 | Time: 1589.39 ms [2021-01-15 17:50:28 main:574] : INFO : Epoch 852 | loss: 0.0311481 | val_loss: 0.0311594 | Time: 1625.64 ms [2021-01-15 17:50:29 main:574] : INFO : Epoch 853 | loss: 0.0311481 | val_loss: 0.0311608 | Time: 1612.64 ms [2021-01-15 17:50:31 main:574] : INFO : Epoch 854 | loss: 0.0311468 | val_loss: 0.0311595 | Time: 1596.76 ms [2021-01-15 17:50:33 main:574] : INFO : Epoch 855 | loss: 0.031148 | val_loss: 0.031163 | Time: 1619.17 ms [2021-01-15 17:50:34 main:574] : INFO : Epoch 856 | loss: 0.0311469 | val_loss: 0.0311605 | Time: 1612.47 ms [2021-01-15 17:50:36 main:574] : INFO : Epoch 857 | loss: 0.0311471 | val_loss: 0.031158 | Time: 1619.3 ms [2021-01-15 17:50:37 main:574] : INFO : Epoch 858 | loss: 0.0311471 | val_loss: 0.0311583 | Time: 1613.91 ms [2021-01-15 17:50:39 main:574] : INFO : Epoch 859 | loss: 0.0311482 | val_loss: 0.0311579 | Time: 1633.53 ms [2021-01-15 17:50:41 main:574] : INFO : Epoch 860 | loss: 0.0311463 | val_loss: 0.0311578 | Time: 1619.27 ms [2021-01-15 17:50:42 main:574] : INFO : Epoch 861 | loss: 0.0311459 | val_loss: 0.0311567 | Time: 1620.66 ms [2021-01-15 17:50:44 main:574] : INFO : Epoch 862 | loss: 0.0311447 | val_loss: 0.0311557 | Time: 1588.05 ms [2021-01-15 17:50:46 main:574] : INFO : Epoch 863 | loss: 0.0311436 | val_loss: 0.0311561 | Time: 1580.67 ms [2021-01-15 17:50:47 main:574] : INFO : Epoch 864 | loss: 0.0311429 | val_loss: 0.0311578 | Time: 1601.94 ms [2021-01-15 17:50:49 main:574] : INFO : Epoch 865 | loss: 0.0311433 | val_loss: 0.0311569 | Time: 1615.43 ms [2021-01-15 17:50:50 main:574] : INFO : Epoch 866 | loss: 0.0311431 | val_loss: 0.0311572 | Time: 1593.92 ms [2021-01-15 17:50:52 main:574] : INFO : Epoch 867 | loss: 0.0311424 | val_loss: 0.0311583 | Time: 1610.94 ms [2021-01-15 17:50:54 main:574] : INFO : Epoch 868 | loss: 0.031142 | val_loss: 0.0311548 | Time: 1594.98 ms [2021-01-15 17:50:55 main:574] : INFO : Epoch 869 | loss: 0.0311431 | val_loss: 0.031158 | Time: 1607.63 ms [2021-01-15 17:50:57 main:574] : INFO : Epoch 870 | loss: 0.0311419 | val_loss: 0.0311562 | Time: 1600.08 ms [2021-01-15 17:50:58 main:574] : INFO : Epoch 871 | loss: 0.0311409 | val_loss: 0.0311539 | Time: 1609.69 ms [2021-01-15 17:51:00 main:574] : INFO : Epoch 872 | loss: 0.0311409 | val_loss: 0.0311551 | Time: 1612.28 ms [2021-01-15 17:51:02 main:574] : INFO : Epoch 873 | loss: 0.031141 | val_loss: 0.0311553 | Time: 1628.23 ms [2021-01-15 17:51:03 main:574] : INFO : Epoch 874 | loss: 0.0311399 | val_loss: 0.0311541 | Time: 1614 ms [2021-01-15 17:51:05 main:574] : INFO : Epoch 875 | loss: 0.0311401 | val_loss: 0.0311532 | Time: 1611.4 ms [2021-01-15 17:51:07 main:574] : INFO : Epoch 876 | loss: 0.0311402 | val_loss: 0.0311538 | Time: 1613.15 ms [2021-01-15 17:51:08 main:574] : INFO : Epoch 877 | loss: 0.0311401 | val_loss: 0.0311533 | Time: 1591.66 ms [2021-01-15 17:51:10 main:574] : INFO : Epoch 878 | loss: 0.0311394 | val_loss: 0.0311537 | Time: 1626.79 ms [2021-01-15 17:51:11 main:574] : INFO : Epoch 879 | loss: 0.0311386 | val_loss: 0.0311523 | Time: 1600.03 ms [2021-01-15 17:51:13 main:574] : INFO : Epoch 880 | loss: 0.0311388 | val_loss: 0.0311539 | Time: 1635.13 ms [2021-01-15 17:51:15 main:574] : INFO : Epoch 881 | loss: 0.0311389 | val_loss: 0.0311559 | Time: 1600.89 ms [2021-01-15 17:51:16 main:574] : INFO : Epoch 882 | loss: 0.0311416 | val_loss: 0.0311554 | Time: 1608.41 ms [2021-01-15 17:51:18 main:574] : INFO : Epoch 883 | loss: 0.0311398 | val_loss: 0.0311528 | Time: 1593.76 ms [2021-01-15 17:51:20 main:574] : INFO : Epoch 884 | loss: 0.0311389 | val_loss: 0.0311525 | Time: 1616.74 ms [2021-01-15 17:51:21 main:574] : INFO : Epoch 885 | loss: 0.031138 | val_loss: 0.0311521 | Time: 1613.33 ms [2021-01-15 17:51:23 main:574] : INFO : Epoch 886 | loss: 0.0311376 | val_loss: 0.0311554 | Time: 1618.29 ms [2021-01-15 17:51:24 main:574] : INFO : Epoch 887 | loss: 0.03114 | val_loss: 0.0311532 | Time: 1631.41 ms [2021-01-15 17:51:26 main:574] : INFO : Epoch 888 | loss: 0.0311378 | val_loss: 0.0311554 | Time: 1600.52 ms [2021-01-15 17:51:28 main:574] : INFO : Epoch 889 | loss: 0.0311379 | val_loss: 0.0311525 | Time: 1782.84 ms [2021-01-15 17:51:30 main:574] : INFO : Epoch 890 | loss: 0.0311384 | val_loss: 0.0311561 | Time: 1631.76 ms [2021-01-15 17:51:31 main:574] : INFO : Epoch 891 | loss: 0.0311408 | val_loss: 0.0311545 | Time: 1600.59 ms [2021-01-15 17:51:33 main:574] : INFO : Epoch 892 | loss: 0.0311399 | val_loss: 0.0311544 | Time: 1638.44 ms [2021-01-15 17:51:34 main:574] : INFO : Epoch 893 | loss: 0.0311389 | val_loss: 0.0311555 | Time: 1613.13 ms [2021-01-15 17:51:36 main:574] : INFO : Epoch 894 | loss: 0.0311381 | val_loss: 0.0311557 | Time: 1634.38 ms [2021-01-15 17:51:38 main:574] : INFO : Epoch 895 | loss: 0.0311377 | val_loss: 0.0311575 | Time: 1621.12 ms [2021-01-15 17:51:39 main:574] : INFO : Epoch 896 | loss: 0.0311377 | val_loss: 0.0311559 | Time: 1612.66 ms [2021-01-15 17:51:41 main:574] : INFO : Epoch 897 | loss: 0.0311385 | val_loss: 0.0311548 | Time: 1644.08 ms [2021-01-15 17:51:43 main:574] : INFO : Epoch 898 | loss: 0.0311388 | val_loss: 0.0311535 | Time: 1639.37 ms [2021-01-15 17:51:44 main:574] : INFO : Epoch 899 | loss: 0.0311383 | val_loss: 0.0311566 | Time: 1605.68 ms [2021-01-15 17:51:46 main:574] : INFO : Epoch 900 | loss: 0.0311386 | val_loss: 0.0311531 | Time: 1598.36 ms [2021-01-15 17:51:47 main:574] : INFO : Epoch 901 | loss: 0.0311373 | val_loss: 0.0311551 | Time: 1612.52 ms [2021-01-15 17:51:49 main:574] : INFO : Epoch 902 | loss: 0.0311382 | val_loss: 0.0311575 | Time: 1603.8 ms [2021-01-15 17:51:51 main:574] : INFO : Epoch 903 | loss: 0.0311401 | val_loss: 0.0311565 | Time: 1631.3 ms [2021-01-15 17:51:52 main:574] : INFO : Epoch 904 | loss: 0.0311399 | val_loss: 0.0311605 | Time: 1624.65 ms [2021-01-15 17:51:54 main:574] : INFO : Epoch 905 | loss: 0.0311392 | val_loss: 0.0311554 | Time: 1612.14 ms [2021-01-15 17:51:56 main:574] : INFO : Epoch 906 | loss: 0.0311377 | val_loss: 0.0311556 | Time: 1598.46 ms [2021-01-15 17:51:57 main:574] : INFO : Epoch 907 | loss: 0.0311381 | val_loss: 0.0311537 | Time: 1614.92 ms [2021-01-15 17:51:59 main:574] : INFO : Epoch 908 | loss: 0.0311372 | val_loss: 0.0311531 | Time: 1596.14 ms [2021-01-15 17:52:00 main:574] : INFO : Epoch 909 | loss: 0.0311373 | val_loss: 0.0311536 | Time: 1617.18 ms [2021-01-15 17:52:02 main:574] : INFO : Epoch 910 | loss: 0.031138 | val_loss: 0.0311559 | Time: 1615.59 ms [2021-01-15 17:52:04 main:574] : INFO : Epoch 911 | loss: 0.0311369 | val_loss: 0.0311561 | Time: 1604.18 ms [2021-01-15 17:52:05 main:574] : INFO : Epoch 912 | loss: 0.0311376 | val_loss: 0.0311579 | Time: 1620.09 ms [2021-01-15 17:52:07 main:574] : INFO : Epoch 913 | loss: 0.0311377 | val_loss: 0.0311554 | Time: 1632.25 ms [2021-01-15 17:52:09 main:574] : INFO : Epoch 914 | loss: 0.0311376 | val_loss: 0.0311571 | Time: 1621.12 ms [2021-01-15 17:52:10 main:574] : INFO : Epoch 915 | loss: 0.0311402 | val_loss: 0.0311586 | Time: 1628.75 ms [2021-01-15 17:52:12 main:574] : INFO : Epoch 916 | loss: 0.0311428 | val_loss: 0.0311596 | Time: 1606.79 ms [2021-01-15 17:52:13 main:574] : INFO : Epoch 917 | loss: 0.0311499 | val_loss: 0.0311654 | Time: 1574.93 ms [2021-01-15 17:52:15 main:574] : INFO : Epoch 918 | loss: 0.031149 | val_loss: 0.0311609 | Time: 1562.76 ms [2021-01-15 17:52:17 main:574] : INFO : Epoch 919 | loss: 0.0311469 | val_loss: 0.0311579 | Time: 1603.49 ms [2021-01-15 17:52:18 main:574] : INFO : Epoch 920 | loss: 0.0311453 | val_loss: 0.0311597 | Time: 1631.43 ms [2021-01-15 17:52:20 main:574] : INFO : Epoch 921 | loss: 0.0311468 | val_loss: 0.031158 | Time: 1588.85 ms [2021-01-15 17:52:21 main:574] : INFO : Epoch 922 | loss: 0.0311472 | val_loss: 0.0311567 | Time: 1608.56 ms [2021-01-15 17:52:23 main:574] : INFO : Epoch 923 | loss: 0.0311473 | val_loss: 0.0311584 | Time: 1614.65 ms [2021-01-15 17:52:25 main:574] : INFO : Epoch 924 | loss: 0.0311456 | val_loss: 0.031159 | Time: 1640.41 ms [2021-01-15 17:52:26 main:574] : INFO : Epoch 925 | loss: 0.0311426 | val_loss: 0.0311544 | Time: 1604.5 ms [2021-01-15 17:52:28 main:574] : INFO : Epoch 926 | loss: 0.0311416 | val_loss: 0.0311549 | Time: 1610.85 ms [2021-01-15 17:52:30 main:574] : INFO : Epoch 927 | loss: 0.0311421 | val_loss: 0.0311557 | Time: 1597.38 ms [2021-01-15 17:52:31 main:574] : INFO : Epoch 928 | loss: 0.0311419 | val_loss: 0.0311554 | Time: 1637.23 ms [2021-01-15 17:52:33 main:574] : INFO : Epoch 929 | loss: 0.0311416 | val_loss: 0.0311566 | Time: 1642.08 ms [2021-01-15 17:52:35 main:574] : INFO : Epoch 930 | loss: 0.031141 | val_loss: 0.0311559 | Time: 1610.99 ms [2021-01-15 17:52:36 main:574] : INFO : Epoch 931 | loss: 0.0311421 | val_loss: 0.0311596 | Time: 1631.44 ms [2021-01-15 17:52:38 main:574] : INFO : Epoch 932 | loss: 0.0311414 | val_loss: 0.0311537 | Time: 1599.83 ms [2021-01-15 17:52:39 main:574] : INFO : Epoch 933 | loss: 0.0311393 | val_loss: 0.0311536 | Time: 1609.2 ms [2021-01-15 17:52:41 main:574] : INFO : Epoch 934 | loss: 0.0311434 | val_loss: 0.0311592 | Time: 1627.71 ms [2021-01-15 17:52:43 main:574] : INFO : Epoch 935 | loss: 0.031147 | val_loss: 0.0311583 | Time: 1588.78 ms [2021-01-15 17:52:44 main:574] : INFO : Epoch 936 | loss: 0.0311452 | val_loss: 0.0311586 | Time: 1758.08 ms [2021-01-15 17:52:46 main:574] : INFO : Epoch 937 | loss: 0.0311467 | val_loss: 0.031159 | Time: 1604.84 ms [2021-01-15 17:52:48 main:574] : INFO : Epoch 938 | loss: 0.031145 | val_loss: 0.031159 | Time: 1625.46 ms [2021-01-15 17:52:49 main:574] : INFO : Epoch 939 | loss: 0.0311435 | val_loss: 0.0311571 | Time: 1619.91 ms [2021-01-15 17:52:51 main:574] : INFO : Epoch 940 | loss: 0.0311439 | val_loss: 0.0311605 | Time: 1611.64 ms [2021-01-15 17:52:53 main:574] : INFO : Epoch 941 | loss: 0.0311484 | val_loss: 0.0311591 | Time: 1621.54 ms [2021-01-15 17:52:54 main:574] : INFO : Epoch 942 | loss: 0.0311458 | val_loss: 0.0311584 | Time: 1618.41 ms [2021-01-15 17:52:56 main:574] : INFO : Epoch 943 | loss: 0.0311421 | val_loss: 0.0311605 | Time: 1604.63 ms [2021-01-15 17:52:57 main:574] : INFO : Epoch 944 | loss: 0.0311423 | val_loss: 0.0311559 | Time: 1619.55 ms [2021-01-15 17:52:59 main:574] : INFO : Epoch 945 | loss: 0.031144 | val_loss: 0.0311585 | Time: 1621.24 ms [2021-01-15 17:53:01 main:574] : INFO : Epoch 946 | loss: 0.0311425 | val_loss: 0.0311582 | Time: 1605.85 ms [2021-01-15 17:53:02 main:574] : INFO : Epoch 947 | loss: 0.0311399 | val_loss: 0.0311546 | Time: 1594.95 ms [2021-01-15 17:53:04 main:574] : INFO : Epoch 948 | loss: 0.0311384 | val_loss: 0.0311551 | Time: 1629.4 ms [2021-01-15 17:53:06 main:574] : INFO : Epoch 949 | loss: 0.0311378 | val_loss: 0.0311558 | Time: 1630.35 ms [2021-01-15 17:53:07 main:574] : INFO : Epoch 950 | loss: 0.0311375 | val_loss: 0.0311541 | Time: 1593.88 ms [2021-01-15 17:53:09 main:574] : INFO : Epoch 951 | loss: 0.0311371 | val_loss: 0.0311547 | Time: 1611.27 ms [2021-01-15 17:53:10 main:574] : INFO : Epoch 952 | loss: 0.0311415 | val_loss: 0.0311542 | Time: 1642.01 ms [2021-01-15 17:53:12 main:574] : INFO : Epoch 953 | loss: 0.0311405 | val_loss: 0.0311542 | Time: 1598.09 ms [2021-01-15 17:53:14 main:574] : INFO : Epoch 954 | loss: 0.0311385 | val_loss: 0.0311555 | Time: 1642.56 ms [2021-01-15 17:53:15 main:574] : INFO : Epoch 955 | loss: 0.0311365 | val_loss: 0.0311564 | Time: 1611.06 ms [2021-01-15 17:53:17 main:574] : INFO : Epoch 956 | loss: 0.0311375 | val_loss: 0.0311547 | Time: 1616.63 ms [2021-01-15 17:53:19 main:574] : INFO : Epoch 957 | loss: 0.0311358 | val_loss: 0.0311554 | Time: 1606.46 ms [2021-01-15 17:53:20 main:574] : INFO : Epoch 958 | loss: 0.031136 | val_loss: 0.0311551 | Time: 1612.99 ms [2021-01-15 17:53:22 main:574] : INFO : Epoch 959 | loss: 0.0311371 | val_loss: 0.0311562 | Time: 1628.18 ms [2021-01-15 17:53:23 main:574] : INFO : Epoch 960 | loss: 0.0311355 | val_loss: 0.0311528 | Time: 1607.78 ms [2021-01-15 17:53:25 main:574] : INFO : Epoch 961 | loss: 0.0311353 | val_loss: 0.0311526 | Time: 1597.16 ms [2021-01-15 17:53:27 main:574] : INFO : Epoch 962 | loss: 0.0311358 | val_loss: 0.0311609 | Time: 1636.97 ms [2021-01-15 17:53:28 main:574] : INFO : Epoch 963 | loss: 0.0311372 | val_loss: 0.0311562 | Time: 1597.02 ms [2021-01-15 17:53:30 main:574] : INFO : Epoch 964 | loss: 0.031138 | val_loss: 0.031158 | Time: 1625.94 ms [2021-01-15 17:53:32 main:574] : INFO : Epoch 965 | loss: 0.0311371 | val_loss: 0.0311573 | Time: 1609.44 ms [2021-01-15 17:53:33 main:574] : INFO : Epoch 966 | loss: 0.0311347 | val_loss: 0.0311544 | Time: 1625.16 ms [2021-01-15 17:53:35 main:574] : INFO : Epoch 967 | loss: 0.0311355 | val_loss: 0.0311526 | Time: 1617.64 ms [2021-01-15 17:53:36 main:574] : INFO : Epoch 968 | loss: 0.0311355 | val_loss: 0.0311572 | Time: 1633.95 ms [2021-01-15 17:53:38 main:574] : INFO : Epoch 969 | loss: 0.031145 | val_loss: 0.0311644 | Time: 1601.97 ms [2021-01-15 17:53:40 main:574] : INFO : Epoch 970 | loss: 0.0311468 | val_loss: 0.0311703 | Time: 1633.65 ms [2021-01-15 17:53:41 main:574] : INFO : Epoch 971 | loss: 0.0311552 | val_loss: 0.0313259 | Time: 1631.72 ms [2021-01-15 17:53:43 main:574] : INFO : Epoch 972 | loss: 0.0350461 | val_loss: 0.0348655 | Time: 1608.79 ms [2021-01-15 17:53:45 main:574] : INFO : Epoch 973 | loss: 0.0356756 | val_loss: 0.0317253 | Time: 1630.97 ms [2021-01-15 17:53:46 main:574] : INFO : Epoch 974 | loss: 0.0316062 | val_loss: 0.031287 | Time: 1627.26 ms [2021-01-15 17:53:48 main:574] : INFO : Epoch 975 | loss: 0.0312563 | val_loss: 0.031181 | Time: 1630.39 ms [2021-01-15 17:53:50 main:574] : INFO : Epoch 976 | loss: 0.0311702 | val_loss: 0.031172 | Time: 1624.21 ms [2021-01-15 17:53:51 main:574] : INFO : Epoch 977 | loss: 0.031156 | val_loss: 0.0311585 | Time: 1626.29 ms [2021-01-15 17:53:53 main:574] : INFO : Epoch 978 | loss: 0.0311499 | val_loss: 0.0311591 | Time: 1611.17 ms [2021-01-15 17:53:54 main:574] : INFO : Epoch 979 | loss: 0.0311464 | val_loss: 0.031156 | Time: 1584.74 ms [2021-01-15 17:53:56 main:574] : INFO : Epoch 980 | loss: 0.0311429 | val_loss: 0.0311542 | Time: 1624.67 ms [2021-01-15 17:53:58 main:574] : INFO : Epoch 981 | loss: 0.0311413 | val_loss: 0.0311551 | Time: 1595.72 ms [2021-01-15 17:53:59 main:574] : INFO : Epoch 982 | loss: 0.031141 | val_loss: 0.0311528 | Time: 1599.99 ms [2021-01-15 17:54:01 main:574] : INFO : Epoch 983 | loss: 0.0311388 | val_loss: 0.0311542 | Time: 1625.64 ms [2021-01-15 17:54:03 main:574] : INFO : Epoch 984 | loss: 0.031138 | val_loss: 0.0311559 | Time: 1599.11 ms [2021-01-15 17:54:04 main:574] : INFO : Epoch 985 | loss: 0.0311381 | val_loss: 0.0311558 | Time: 1609.41 ms [2021-01-15 17:54:06 main:574] : INFO : Epoch 986 | loss: 0.0311389 | val_loss: 0.0311536 | Time: 1615.67 ms [2021-01-15 17:54:07 main:574] : INFO : Epoch 987 | loss: 0.0311388 | val_loss: 0.0311522 | Time: 1595.11 ms [2021-01-15 17:54:09 main:574] : INFO : Epoch 988 | loss: 0.031137 | val_loss: 0.0311522 | Time: 1617.86 ms [2021-01-15 17:54:11 main:574] : INFO : Epoch 989 | loss: 0.0311369 | val_loss: 0.0311536 | Time: 1601.23 ms [2021-01-15 17:54:12 main:574] : INFO : Epoch 990 | loss: 0.031137 | val_loss: 0.031156 | Time: 1624.27 ms [2021-01-15 17:54:14 main:574] : INFO : Epoch 991 | loss: 0.0311384 | val_loss: 0.0311533 | Time: 1612.89 ms [2021-01-15 17:54:15 main:574] : INFO : Epoch 992 | loss: 0.0311386 | val_loss: 0.0311505 | Time: 1613.71 ms [2021-01-15 17:54:17 main:574] : INFO : Epoch 993 | loss: 0.0311378 | val_loss: 0.0311505 | Time: 1623.53 ms [2021-01-15 17:54:19 main:574] : INFO : Epoch 994 | loss: 0.0311376 | val_loss: 0.0311505 | Time: 1616.44 ms [2021-01-15 17:54:20 main:574] : INFO : Epoch 995 | loss: 0.0311359 | val_loss: 0.0311501 | Time: 1623.14 ms [2021-01-15 17:54:22 main:574] : INFO : Epoch 996 | loss: 0.0311369 | val_loss: 0.0311483 | Time: 1613.56 ms [2021-01-15 17:54:24 main:574] : INFO : Epoch 997 | loss: 0.0311362 | val_loss: 0.0311505 | Time: 1615.37 ms [2021-01-15 17:54:25 main:574] : INFO : Epoch 998 | loss: 0.0311369 | val_loss: 0.0311534 | Time: 1615.65 ms [2021-01-15 17:54:27 main:574] : INFO : Epoch 999 | loss: 0.0311368 | val_loss: 0.0311529 | Time: 1625.48 ms [2021-01-15 17:54:29 main:574] : INFO : Epoch 1000 | loss: 0.0311366 | val_loss: 0.0311522 | Time: 1614.03 ms [2021-01-15 17:54:30 main:574] : INFO : Epoch 1001 | loss: 0.0311354 | val_loss: 0.0311515 | Time: 1612.28 ms [2021-01-15 17:54:32 main:574] : INFO : Epoch 1002 | loss: 0.0311348 | val_loss: 0.0311525 | Time: 1619.52 ms [2021-01-15 17:54:33 main:574] : INFO : Epoch 1003 | loss: 0.0311337 | val_loss: 0.031152 | Time: 1605.35 ms [2021-01-15 17:54:35 main:574] : INFO : Epoch 1004 | loss: 0.0311361 | val_loss: 0.0311525 | Time: 1612.61 ms [2021-01-15 17:54:37 main:574] : INFO : Epoch 1005 | loss: 0.0311344 | val_loss: 0.0311529 | Time: 1600.58 ms [2021-01-15 17:54:38 main:574] : INFO : Epoch 1006 | loss: 0.0311348 | val_loss: 0.0311508 | Time: 1617.62 ms [2021-01-15 17:54:40 main:574] : INFO : Epoch 1007 | loss: 0.0311349 | val_loss: 0.0311493 | Time: 1633.13 ms [2021-01-15 17:54:42 main:574] : INFO : Epoch 1008 | loss: 0.0311334 | val_loss: 0.0311508 | Time: 1623.25 ms [2021-01-15 17:54:43 main:574] : INFO : Epoch 1009 | loss: 0.0311349 | val_loss: 0.0311488 | Time: 1632.45 ms [2021-01-15 17:54:45 main:574] : INFO : Epoch 1010 | loss: 0.0311344 | val_loss: 0.0311511 | Time: 1618.6 ms [2021-01-15 17:54:46 main:574] : INFO : Epoch 1011 | loss: 0.0311344 | val_loss: 0.0311518 | Time: 1629.47 ms [2021-01-15 17:54:48 main:574] : INFO : Epoch 1012 | loss: 0.0311348 | val_loss: 0.0311526 | Time: 1625.29 ms [2021-01-15 17:54:50 main:574] : INFO : Epoch 1013 | loss: 0.0311356 | val_loss: 0.031154 | Time: 1619.33 ms [2021-01-15 17:54:51 main:574] : INFO : Epoch 1014 | loss: 0.031138 | val_loss: 0.0311539 | Time: 1610.15 ms [2021-01-15 17:54:53 main:574] : INFO : Epoch 1015 | loss: 0.0311389 | val_loss: 0.031152 | Time: 1651.54 ms [2021-01-15 17:54:55 main:574] : INFO : Epoch 1016 | loss: 0.031137 | val_loss: 0.0311526 | Time: 1613.25 ms [2021-01-15 17:54:56 main:574] : INFO : Epoch 1017 | loss: 0.0311361 | val_loss: 0.0311529 | Time: 1601.79 ms [2021-01-15 17:54:58 main:574] : INFO : Epoch 1018 | loss: 0.0311357 | val_loss: 0.0311524 | Time: 1634.76 ms [2021-01-15 17:55:00 main:574] : INFO : Epoch 1019 | loss: 0.0311407 | val_loss: 0.0311595 | Time: 1615.05 ms [2021-01-15 17:55:01 main:574] : INFO : Epoch 1020 | loss: 0.0311473 | val_loss: 0.0311571 | Time: 1619.64 ms [2021-01-15 17:55:03 main:574] : INFO : Epoch 1021 | loss: 0.0311461 | val_loss: 0.0311562 | Time: 1608.27 ms [2021-01-15 17:55:04 main:574] : INFO : Epoch 1022 | loss: 0.0311452 | val_loss: 0.0311556 | Time: 1631.93 ms [2021-01-15 17:55:06 main:574] : INFO : Epoch 1023 | loss: 0.0311446 | val_loss: 0.0311573 | Time: 1608.09 ms [2021-01-15 17:55:08 main:574] : INFO : Epoch 1024 | loss: 0.0311448 | val_loss: 0.0311568 | Time: 1629.39 ms [2021-01-15 17:55:08 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311568 [2021-01-15 17:55:08 main:603] : INFO : Saving end state to config to file [2021-01-15 17:55:08 main:608] : INFO : Success, exiting.. 17:55:08 (660): called boinc_finish(0) </stderr_txt> 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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)