Task 3231744
| Name | EightBitModified-1605455619-1586-6_0 |
| Workunit | 1512348 |
| Created | 11 Dec 2020, 0:23:17 UTC |
| Sent | 12 Dec 2020, 0:52:53 UTC |
| Report deadline | 19 Dec 2020, 0:52:53 UTC |
| Received | 12 Dec 2020, 16:09:30 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5147 |
| Run time | 28 min 5 sec |
| CPU time | 28 min 2 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 4,116.93 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.83 GB |
| Peak swap size | 13.39 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> ] : INFO : Epoch 510 | loss: 0.0313336 | val_loss: 0.0313554 | Time: 1626.51 ms [2020-12-12 10:23:13 main:581] : INFO : Epoch 511 | loss: 0.0313467 | val_loss: 0.0313516 | Time: 1639.34 ms [2020-12-12 10:23:15 main:581] : INFO : Epoch 512 | loss: 0.0313486 | val_loss: 0.031361 | Time: 1622.65 ms [2020-12-12 10:23:16 main:581] : INFO : Epoch 513 | loss: 0.0313317 | val_loss: 0.0313468 | Time: 1623.2 ms [2020-12-12 10:23:18 main:581] : INFO : Epoch 514 | loss: 0.031333 | val_loss: 0.0313473 | Time: 1625.73 ms [2020-12-12 10:23:20 main:581] : INFO : Epoch 515 | loss: 0.0313681 | val_loss: 0.0313753 | Time: 1631.45 ms [2020-12-12 10:23:21 main:581] : INFO : Epoch 516 | loss: 0.0313428 | val_loss: 0.0313427 | Time: 1619.53 ms [2020-12-12 10:23:23 main:581] : INFO : Epoch 517 | loss: 0.0313352 | val_loss: 0.0313528 | Time: 1624.94 ms [2020-12-12 10:23:24 main:581] : INFO : Epoch 518 | loss: 0.0313323 | val_loss: 0.0313507 | Time: 1622.77 ms [2020-12-12 10:23:26 main:581] : INFO : Epoch 519 | loss: 0.0313518 | val_loss: 0.0313521 | Time: 1654.23 ms [2020-12-12 10:23:28 main:581] : INFO : Epoch 520 | loss: 0.0313325 | val_loss: 0.0313459 | Time: 1678.21 ms [2020-12-12 10:23:29 main:581] : INFO : Epoch 521 | loss: 0.0313335 | val_loss: 0.0313442 | Time: 1692.84 ms [2020-12-12 10:23:31 main:581] : INFO : Epoch 522 | loss: 0.0313329 | val_loss: 0.031352 | Time: 1676.55 ms [2020-12-12 10:23:33 main:581] : INFO : Epoch 523 | loss: 0.0313363 | val_loss: 0.03136 | Time: 1677.4 ms [2020-12-12 10:23:34 main:581] : INFO : Epoch 524 | loss: 0.03134 | val_loss: 0.0313484 | Time: 1702.84 ms [2020-12-12 10:23:36 main:581] : INFO : Epoch 525 | loss: 0.0313314 | val_loss: 0.0313437 | Time: 1654.71 ms [2020-12-12 10:23:38 main:581] : INFO : Epoch 526 | loss: 0.0313318 | val_loss: 0.0313406 | Time: 1699.81 ms [2020-12-12 10:23:39 main:581] : INFO : Epoch 527 | loss: 0.0313296 | val_loss: 0.0313427 | Time: 1649.17 ms [2020-12-12 10:23:41 main:581] : INFO : Epoch 528 | loss: 0.0313348 | val_loss: 0.031346 | Time: 1617.05 ms [2020-12-12 10:23:43 main:581] : INFO : Epoch 529 | loss: 0.0313368 | val_loss: 0.0313642 | Time: 1639.85 ms [2020-12-12 10:23:44 main:581] : INFO : Epoch 530 | loss: 0.0313449 | val_loss: 0.0313518 | Time: 1629.35 ms [2020-12-12 10:23:46 main:581] : INFO : Epoch 531 | loss: 0.0313351 | val_loss: 0.0313537 | Time: 1632.23 ms [2020-12-12 10:23:48 main:581] : INFO : Epoch 532 | loss: 0.0313409 | val_loss: 0.031383 | Time: 1638.75 ms [2020-12-12 10:23:49 main:581] : INFO : Epoch 533 | loss: 0.0313769 | val_loss: 0.0313758 | Time: 1620.51 ms [2020-12-12 10:23:51 main:581] : INFO : Epoch 534 | loss: 0.0313442 | val_loss: 0.0313474 | Time: 1624.68 ms [2020-12-12 10:23:53 main:581] : INFO : Epoch 535 | loss: 0.0313294 | val_loss: 0.0313442 | Time: 1620.02 ms [2020-12-12 10:23:54 main:581] : INFO : Epoch 536 | loss: 0.0313299 | val_loss: 0.0313497 | Time: 1622.04 ms [2020-12-12 10:23:56 main:581] : INFO : Epoch 537 | loss: 0.031332 | val_loss: 0.0313448 | Time: 1634.96 ms [2020-12-12 10:23:57 main:581] : INFO : Epoch 538 | loss: 0.0313288 | val_loss: 0.0313456 | Time: 1624.16 ms [2020-12-12 10:23:59 main:581] : INFO : Epoch 539 | loss: 0.0313326 | val_loss: 0.0313585 | Time: 1630.67 ms [2020-12-12 10:24:01 main:581] : INFO : Epoch 540 | loss: 0.0313567 | val_loss: 0.0313525 | Time: 1648.2 ms [2020-12-12 10:24:02 main:581] : INFO : Epoch 541 | loss: 0.0313449 | val_loss: 0.0313576 | Time: 1607.92 ms [2020-12-12 10:24:04 main:581] : INFO : Epoch 542 | loss: 0.0313334 | val_loss: 0.0313461 | Time: 1625.61 ms [2020-12-12 10:24:06 main:581] : INFO : Epoch 543 | loss: 0.0313293 | val_loss: 0.0313425 | Time: 1625.29 ms [2020-12-12 10:24:07 main:581] : INFO : Epoch 544 | loss: 0.0313299 | val_loss: 0.0313423 | Time: 1613.16 ms [2020-12-12 10:24:09 main:581] : INFO : Epoch 545 | loss: 0.0313304 | val_loss: 0.0313438 | Time: 1634.98 ms [2020-12-12 10:24:10 main:581] : INFO : Epoch 546 | loss: 0.0313325 | val_loss: 0.0313547 | Time: 1643.05 ms [2020-12-12 10:24:12 main:581] : INFO : Epoch 547 | loss: 0.0313426 | val_loss: 0.0313647 | Time: 1621.95 ms [2020-12-12 10:24:14 main:581] : INFO : Epoch 548 | loss: 0.0313441 | val_loss: 0.031347 | Time: 1630.65 ms [2020-12-12 10:24:15 main:581] : INFO : Epoch 549 | loss: 0.0313327 | val_loss: 0.0313476 | Time: 1669.87 ms [2020-12-12 10:24:17 main:581] : INFO : Epoch 550 | loss: 0.0313328 | val_loss: 0.031352 | Time: 1621.81 ms [2020-12-12 10:24:19 main:581] : INFO : Epoch 551 | loss: 0.0313376 | val_loss: 0.0313463 | Time: 1621.68 ms [2020-12-12 10:24:20 main:581] : INFO : Epoch 552 | loss: 0.0313397 | val_loss: 0.0313496 | Time: 1641.23 ms [2020-12-12 10:24:22 main:581] : INFO : Epoch 553 | loss: 0.0313632 | val_loss: 0.0313563 | Time: 1647.35 ms [2020-12-12 10:24:24 main:581] : INFO : Epoch 554 | loss: 0.0313435 | val_loss: 0.031358 | Time: 1666.73 ms [2020-12-12 10:24:25 main:581] : INFO : Epoch 555 | loss: 0.0313342 | val_loss: 0.0313409 | Time: 1677.55 ms [2020-12-12 10:24:27 main:581] : INFO : Epoch 556 | loss: 0.0313289 | val_loss: 0.0313488 | Time: 1684.54 ms [2020-12-12 10:24:29 main:581] : INFO : Epoch 557 | loss: 0.0313315 | val_loss: 0.0313416 | Time: 1660.82 ms [2020-12-12 10:24:30 main:581] : INFO : Epoch 558 | loss: 0.0313316 | val_loss: 0.0313507 | Time: 1682.95 ms [2020-12-12 10:24:32 main:581] : INFO : Epoch 559 | loss: 0.0313369 | val_loss: 0.0313593 | Time: 1652.08 ms [2020-12-12 10:24:34 main:581] : INFO : Epoch 560 | loss: 0.0313581 | val_loss: 0.0313555 | Time: 1678.58 ms [2020-12-12 10:24:35 main:581] : INFO : Epoch 561 | loss: 0.0313422 | val_loss: 0.0313517 | Time: 1649.85 ms [2020-12-12 10:24:37 main:581] : INFO : Epoch 562 | loss: 0.0313336 | val_loss: 0.0313457 | Time: 1653.02 ms [2020-12-12 10:24:39 main:581] : INFO : Epoch 563 | loss: 0.0313297 | val_loss: 0.0313446 | Time: 1648.23 ms [2020-12-12 10:24:40 main:581] : INFO : Epoch 564 | loss: 0.0313311 | val_loss: 0.0313485 | Time: 1676.64 ms [2020-12-12 10:24:42 main:581] : INFO : Epoch 565 | loss: 0.03135 | val_loss: 0.0313645 | Time: 1643.12 ms [2020-12-12 10:24:43 main:581] : INFO : Epoch 566 | loss: 0.0313372 | val_loss: 0.0313446 | Time: 1645.77 ms [2020-12-12 10:24:45 main:581] : INFO : Epoch 567 | loss: 0.031333 | val_loss: 0.031343 | Time: 1693.5 ms [2020-12-12 10:24:47 main:581] : INFO : Epoch 568 | loss: 0.0313407 | val_loss: 0.0313661 | Time: 1634.2 ms [2020-12-12 10:24:48 main:581] : INFO : Epoch 569 | loss: 0.0313457 | val_loss: 0.0313612 | Time: 1651.8 ms [2020-12-12 10:24:50 main:581] : INFO : Epoch 570 | loss: 0.0313339 | val_loss: 0.0313411 | Time: 1651.37 ms [2020-12-12 10:24:52 main:581] : INFO : Epoch 571 | loss: 0.0313309 | val_loss: 0.031345 | Time: 1626.89 ms [2020-12-12 10:24:53 main:581] : INFO : Epoch 572 | loss: 0.0313291 | val_loss: 0.0313489 | Time: 1601.47 ms [2020-12-12 10:24:55 main:581] : INFO : Epoch 573 | loss: 0.0313382 | val_loss: 0.0313502 | Time: 1689.01 ms [2020-12-12 10:24:57 main:581] : INFO : Epoch 574 | loss: 0.0313401 | val_loss: 0.0313475 | Time: 1653.18 ms [2020-12-12 10:24:58 main:581] : INFO : Epoch 575 | loss: 0.0313362 | val_loss: 0.0313511 | Time: 1687.34 ms [2020-12-12 10:25:00 main:581] : INFO : Epoch 576 | loss: 0.0313371 | val_loss: 0.031353 | Time: 1667.73 ms [2020-12-12 10:25:02 main:581] : INFO : Epoch 577 | loss: 0.031344 | val_loss: 0.0313534 | Time: 1626.5 ms [2020-12-12 10:25:03 main:581] : INFO : Epoch 578 | loss: 0.0313552 | val_loss: 0.0313693 | Time: 1651.19 ms [2020-12-12 10:25:05 main:581] : INFO : Epoch 579 | loss: 0.031343 | val_loss: 0.0313466 | Time: 1691.74 ms [2020-12-12 10:25:07 main:581] : INFO : Epoch 580 | loss: 0.0313471 | val_loss: 0.0313801 | Time: 1679.05 ms [2020-12-12 10:25:08 main:581] : INFO : Epoch 581 | loss: 0.0313784 | val_loss: 0.0314415 | Time: 1699.4 ms [2020-12-12 10:25:10 main:581] : INFO : Epoch 582 | loss: 0.031539 | val_loss: 0.0315102 | Time: 1696.38 ms [2020-12-12 10:25:12 main:581] : INFO : Epoch 583 | loss: 0.0314131 | val_loss: 0.0313784 | Time: 1696.52 ms [2020-12-12 10:25:14 main:581] : INFO : Epoch 584 | loss: 0.0313478 | val_loss: 0.0313547 | Time: 1710.76 ms [2020-12-12 10:25:15 main:581] : INFO : Epoch 585 | loss: 0.0314373 | val_loss: 0.0315644 | Time: 1665.37 ms [2020-12-12 10:25:17 main:581] : INFO : Epoch 586 | loss: 0.0315324 | val_loss: 0.0314156 | Time: 1691.08 ms [2020-12-12 10:25:19 main:581] : INFO : Epoch 587 | loss: 0.031375 | val_loss: 0.0313647 | Time: 1742.71 ms [2020-12-12 10:25:20 main:581] : INFO : Epoch 588 | loss: 0.0313478 | val_loss: 0.0313734 | Time: 1711.52 ms [2020-12-12 10:25:22 main:581] : INFO : Epoch 589 | loss: 0.0313605 | val_loss: 0.031615 | Time: 1649.65 ms [2020-12-12 10:25:24 main:581] : INFO : Epoch 590 | loss: 0.0314151 | val_loss: 0.0313619 | Time: 1648.84 ms [2020-12-12 10:25:25 main:581] : INFO : Epoch 591 | loss: 0.031344 | val_loss: 0.0313432 | Time: 1684.68 ms [2020-12-12 10:25:27 main:581] : INFO : Epoch 592 | loss: 0.0313292 | val_loss: 0.031341 | Time: 1701.79 ms [2020-12-12 10:25:29 main:581] : INFO : Epoch 593 | loss: 0.0313284 | val_loss: 0.0313479 | Time: 1706.68 ms [2020-12-12 10:25:30 main:581] : INFO : Epoch 594 | loss: 0.03133 | val_loss: 0.0313437 | Time: 1690.42 ms [2020-12-12 10:25:32 main:581] : INFO : Epoch 595 | loss: 0.0313288 | val_loss: 0.0313402 | Time: 1690.31 ms [2020-12-12 10:25:34 main:581] : INFO : Epoch 596 | loss: 0.0313271 | val_loss: 0.0313393 | Time: 1688.98 ms [2020-12-12 10:25:35 main:581] : INFO : Epoch 597 | loss: 0.0313284 | val_loss: 0.0313462 | Time: 1677.26 ms [2020-12-12 10:25:37 main:581] : INFO : Epoch 598 | loss: 0.0313308 | val_loss: 0.031345 | Time: 1666.49 ms [2020-12-12 10:25:39 main:581] : INFO : Epoch 599 | loss: 0.0313269 | val_loss: 0.0313407 | Time: 1705.25 ms [2020-12-12 10:25:41 main:581] : INFO : Epoch 600 | loss: 0.0313294 | val_loss: 0.0313415 | Time: 1705.33 ms [2020-12-12 10:25:42 main:581] : INFO : Epoch 601 | loss: 0.031329 | val_loss: 0.0313469 | Time: 1686.96 ms [2020-12-12 10:25:44 main:581] : INFO : Epoch 602 | loss: 0.0313367 | val_loss: 0.0313532 | Time: 1707.02 ms [2020-12-12 10:25:46 main:581] : INFO : Epoch 603 | loss: 0.0313357 | val_loss: 0.0313469 | Time: 1697.28 ms [2020-12-12 10:25:47 main:581] : INFO : Epoch 604 | loss: 0.0313288 | val_loss: 0.0313427 | Time: 1682.72 ms [2020-12-12 10:25:49 main:581] : INFO : Epoch 605 | loss: 0.0313283 | val_loss: 0.0313435 | Time: 1640.34 ms [2020-12-12 10:25:51 main:581] : INFO : Epoch 606 | loss: 0.0313288 | val_loss: 0.0313423 | Time: 1660.54 ms [2020-12-12 10:25:52 main:581] : INFO : Epoch 607 | loss: 0.0313308 | val_loss: 0.0313389 | Time: 1629.23 ms [2020-12-12 10:25:54 main:581] : INFO : Epoch 608 | loss: 0.0313331 | val_loss: 0.0313533 | Time: 1656.97 ms [2020-12-12 10:25:56 main:581] : INFO : Epoch 609 | loss: 0.0313334 | val_loss: 0.0313424 | Time: 1654.81 ms [2020-12-12 10:25:57 main:581] : INFO : Epoch 610 | loss: 0.0313317 | val_loss: 0.0313445 | Time: 1665.08 ms [2020-12-12 10:25:59 main:581] : INFO : Epoch 611 | loss: 0.0313285 | val_loss: 0.0313412 | Time: 1635.84 ms [2020-12-12 10:26:01 main:581] : INFO : Epoch 612 | loss: 0.0313293 | val_loss: 0.0313423 | Time: 1679.63 ms [2020-12-12 10:26:02 main:581] : INFO : Epoch 613 | loss: 0.0313401 | val_loss: 0.0313557 | Time: 1642.95 ms [2020-12-12 10:26:04 main:581] : INFO : Epoch 614 | loss: 0.0313335 | val_loss: 0.0313448 | Time: 1658.19 ms [2020-12-12 10:26:06 main:581] : INFO : Epoch 615 | loss: 0.0313287 | val_loss: 0.0313423 | Time: 1675.74 ms [2020-12-12 10:26:07 main:581] : INFO : Epoch 616 | loss: 0.031332 | val_loss: 0.0313465 | Time: 1633.12 ms [2020-12-12 10:26:09 main:581] : INFO : Epoch 617 | loss: 0.0313302 | val_loss: 0.0313473 | Time: 1665.79 ms [2020-12-12 10:26:10 main:581] : INFO : Epoch 618 | loss: 0.0313529 | val_loss: 0.0313588 | Time: 1626.71 ms [2020-12-12 10:26:12 main:581] : INFO : Epoch 619 | loss: 0.0313335 | val_loss: 0.0313466 | Time: 1641.74 ms [2020-12-12 10:26:14 main:581] : INFO : Epoch 620 | loss: 0.0313312 | val_loss: 0.0313434 | Time: 1678.47 ms [2020-12-12 10:26:15 main:581] : INFO : Epoch 621 | loss: 0.0313303 | val_loss: 0.0313439 | Time: 1657.82 ms [2020-12-12 10:26:17 main:581] : INFO : Epoch 622 | loss: 0.0313351 | val_loss: 0.0313435 | Time: 1629.16 ms [2020-12-12 10:26:19 main:581] : INFO : Epoch 623 | loss: 0.0313403 | val_loss: 0.0313431 | Time: 1635.18 ms [2020-12-12 10:26:20 main:581] : INFO : Epoch 624 | loss: 0.0313338 | val_loss: 0.0313472 | Time: 1660.29 ms [2020-12-12 10:26:22 main:581] : INFO : Epoch 625 | loss: 0.0313343 | val_loss: 0.0313478 | Time: 1670.89 ms [2020-12-12 10:26:24 main:581] : INFO : Epoch 626 | loss: 0.0313318 | val_loss: 0.0313443 | Time: 1640.04 ms [2020-12-12 10:26:25 main:581] : INFO : Epoch 627 | loss: 0.0313315 | val_loss: 0.0313462 | Time: 1613.3 ms [2020-12-12 10:26:27 main:581] : INFO : Epoch 628 | loss: 0.0313319 | val_loss: 0.0313433 | Time: 1622.48 ms [2020-12-12 10:26:29 main:581] : INFO : Epoch 629 | loss: 0.0313284 | val_loss: 0.0313484 | Time: 1637.35 ms [2020-12-12 10:26:30 main:581] : INFO : Epoch 630 | loss: 0.0313338 | val_loss: 0.0313497 | Time: 1617.71 ms [2020-12-12 10:26:32 main:581] : INFO : Epoch 631 | loss: 0.0313604 | val_loss: 0.0313748 | Time: 1648.1 ms [2020-12-12 10:26:33 main:581] : INFO : Epoch 632 | loss: 0.0313581 | val_loss: 0.0313597 | Time: 1621.15 ms [2020-12-12 10:26:35 main:581] : INFO : Epoch 633 | loss: 0.0313366 | val_loss: 0.0313418 | Time: 1627.58 ms [2020-12-12 10:26:37 main:581] : INFO : Epoch 634 | loss: 0.0313304 | val_loss: 0.0313386 | Time: 1654.41 ms [2020-12-12 10:26:38 main:581] : INFO : Epoch 635 | loss: 0.0313283 | val_loss: 0.0313467 | Time: 1624.22 ms [2020-12-12 10:26:40 main:581] : INFO : Epoch 636 | loss: 0.0313275 | val_loss: 0.0313472 | Time: 1628.09 ms [2020-12-12 10:26:42 main:581] : INFO : Epoch 637 | loss: 0.0313326 | val_loss: 0.0313614 | Time: 1613.28 ms [2020-12-12 10:26:43 main:581] : INFO : Epoch 638 | loss: 0.0313422 | val_loss: 0.0313665 | Time: 1657.93 ms [2020-12-12 10:26:45 main:581] : INFO : Epoch 639 | loss: 0.0313328 | val_loss: 0.0313433 | Time: 1663.86 ms [2020-12-12 10:26:47 main:581] : INFO : Epoch 640 | loss: 0.0313288 | val_loss: 0.0313419 | Time: 1681.91 ms [2020-12-12 10:26:48 main:581] : INFO : Epoch 641 | loss: 0.0313281 | val_loss: 0.0313449 | Time: 1648.64 ms [2020-12-12 10:26:50 main:581] : INFO : Epoch 642 | loss: 0.0313324 | val_loss: 0.0313556 | Time: 1695.88 ms [2020-12-12 10:26:52 main:581] : INFO : Epoch 643 | loss: 0.0313409 | val_loss: 0.0313427 | Time: 1654.39 ms [2020-12-12 10:26:53 main:581] : INFO : Epoch 644 | loss: 0.0313333 | val_loss: 0.031349 | Time: 1633.4 ms [2020-12-12 10:26:55 main:581] : INFO : Epoch 645 | loss: 0.0313328 | val_loss: 0.0313452 | Time: 1627.41 ms [2020-12-12 10:26:56 main:581] : INFO : Epoch 646 | loss: 0.0313319 | val_loss: 0.0313483 | Time: 1621.07 ms [2020-12-12 10:26:58 main:581] : INFO : Epoch 647 | loss: 0.0313326 | val_loss: 0.0313535 | Time: 1632.95 ms [2020-12-12 10:27:00 main:581] : INFO : Epoch 648 | loss: 0.0313473 | val_loss: 0.0313524 | Time: 1616.11 ms [2020-12-12 10:27:01 main:581] : INFO : Epoch 649 | loss: 0.0313359 | val_loss: 0.0313517 | Time: 1642.31 ms [2020-12-12 10:27:03 main:581] : INFO : Epoch 650 | loss: 0.0313346 | val_loss: 0.0313402 | Time: 1627.18 ms [2020-12-12 10:27:05 main:581] : INFO : Epoch 651 | loss: 0.0313309 | val_loss: 0.0313542 | Time: 1613.32 ms [2020-12-12 10:27:06 main:581] : INFO : Epoch 652 | loss: 0.0313334 | val_loss: 0.0313462 | Time: 1622.28 ms [2020-12-12 10:27:08 main:581] : INFO : Epoch 653 | loss: 0.0313328 | val_loss: 0.0313503 | Time: 1640.72 ms [2020-12-12 10:27:09 main:581] : INFO : Epoch 654 | loss: 0.0313448 | val_loss: 0.0313587 | Time: 1656.64 ms [2020-12-12 10:27:11 main:581] : INFO : Epoch 655 | loss: 0.0313393 | val_loss: 0.0313522 | Time: 1625.62 ms [2020-12-12 10:27:13 main:581] : INFO : Epoch 656 | loss: 0.0313332 | val_loss: 0.0313475 | Time: 1627.53 ms [2020-12-12 10:27:14 main:581] : INFO : Epoch 657 | loss: 0.0313326 | val_loss: 0.0313421 | Time: 1610.05 ms [2020-12-12 10:27:16 main:581] : INFO : Epoch 658 | loss: 0.0313375 | val_loss: 0.0313431 | Time: 1623.05 ms [2020-12-12 10:27:18 main:581] : INFO : Epoch 659 | loss: 0.0313342 | val_loss: 0.0313443 | Time: 1626.93 ms [2020-12-12 10:27:19 main:581] : INFO : Epoch 660 | loss: 0.0313369 | val_loss: 0.0313627 | Time: 1614.76 ms [2020-12-12 10:27:21 main:581] : INFO : Epoch 661 | loss: 0.0313451 | val_loss: 0.0313522 | Time: 1635.39 ms [2020-12-12 10:27:22 main:581] : INFO : Epoch 662 | loss: 0.0313401 | val_loss: 0.0313595 | Time: 1614.91 ms [2020-12-12 10:27:24 main:581] : INFO : Epoch 663 | loss: 0.0313408 | val_loss: 0.031345 | Time: 1605.98 ms [2020-12-12 10:27:26 main:581] : INFO : Epoch 664 | loss: 0.0313379 | val_loss: 0.0313599 | Time: 1613.19 ms [2020-12-12 10:27:27 main:581] : INFO : Epoch 665 | loss: 0.0313499 | val_loss: 0.0313506 | Time: 1613.43 ms [2020-12-12 10:27:29 main:581] : INFO : Epoch 666 | loss: 0.0313372 | val_loss: 0.0313619 | Time: 1620.39 ms [2020-12-12 10:27:31 main:581] : INFO : Epoch 667 | loss: 0.031348 | val_loss: 0.0313687 | Time: 1609.3 ms [2020-12-12 10:27:32 main:581] : INFO : Epoch 668 | loss: 0.0313493 | val_loss: 0.0313473 | Time: 1604.65 ms [2020-12-12 10:27:34 main:581] : INFO : Epoch 669 | loss: 0.0313364 | val_loss: 0.0313526 | Time: 1619.86 ms [2020-12-12 10:27:35 main:581] : INFO : Epoch 670 | loss: 0.0313313 | val_loss: 0.0313511 | Time: 1611.78 ms [2020-12-12 10:27:37 main:581] : INFO : Epoch 671 | loss: 0.0313413 | val_loss: 0.0313524 | Time: 1633.57 ms [2020-12-12 10:27:39 main:581] : INFO : Epoch 672 | loss: 0.0313351 | val_loss: 0.0313459 | Time: 1654.7 ms [2020-12-12 10:27:40 main:581] : INFO : Epoch 673 | loss: 0.0313297 | val_loss: 0.031346 | Time: 1646.8 ms [2020-12-12 10:27:42 main:581] : INFO : Epoch 674 | loss: 0.0313279 | val_loss: 0.0313456 | Time: 1638.52 ms [2020-12-12 10:27:44 main:581] : INFO : Epoch 675 | loss: 0.0313438 | val_loss: 0.0313521 | Time: 1701.43 ms [2020-12-12 10:27:45 main:581] : INFO : Epoch 676 | loss: 0.0313349 | val_loss: 0.0313456 | Time: 1675.63 ms [2020-12-12 10:27:47 main:581] : INFO : Epoch 677 | loss: 0.0313316 | val_loss: 0.0313532 | Time: 1656.67 ms [2020-12-12 10:27:49 main:581] : INFO : Epoch 678 | loss: 0.031338 | val_loss: 0.0313497 | Time: 1668.51 ms [2020-12-12 10:27:50 main:581] : INFO : Epoch 679 | loss: 0.0313378 | val_loss: 0.0313542 | Time: 1701.18 ms [2020-12-12 10:27:52 main:581] : INFO : Epoch 680 | loss: 0.031348 | val_loss: 0.0314875 | Time: 1730.62 ms [2020-12-12 10:27:54 main:581] : INFO : Epoch 681 | loss: 0.0314006 | val_loss: 0.0313655 | Time: 1714.39 ms [2020-12-12 10:27:55 main:581] : INFO : Epoch 682 | loss: 0.0313467 | val_loss: 0.0313584 | Time: 1625.67 ms [2020-12-12 10:27:57 main:581] : INFO : Epoch 683 | loss: 0.0313376 | val_loss: 0.0313444 | Time: 1668.03 ms [2020-12-12 10:27:59 main:581] : INFO : Epoch 684 | loss: 0.031332 | val_loss: 0.0313398 | Time: 1616.28 ms [2020-12-12 10:28:00 main:581] : INFO : Epoch 685 | loss: 0.0313342 | val_loss: 0.0313468 | Time: 1620.2 ms [2020-12-12 10:28:02 main:581] : INFO : Epoch 686 | loss: 0.0313309 | val_loss: 0.0313464 | Time: 1627.39 ms [2020-12-12 10:28:04 main:581] : INFO : Epoch 687 | loss: 0.0313508 | val_loss: 0.0313628 | Time: 1657.34 ms [2020-12-12 10:28:05 main:581] : INFO : Epoch 688 | loss: 0.0313409 | val_loss: 0.0313435 | Time: 1682.05 ms [2020-12-12 10:28:07 main:581] : INFO : Epoch 689 | loss: 0.0313299 | val_loss: 0.0313499 | Time: 1717.62 ms [2020-12-12 10:28:09 main:581] : INFO : Epoch 690 | loss: 0.0313293 | val_loss: 0.0313431 | Time: 1679.09 ms [2020-12-12 10:28:10 main:581] : INFO : Epoch 691 | loss: 0.0313285 | val_loss: 0.0313486 | Time: 1685.75 ms [2020-12-12 10:28:12 main:581] : INFO : Epoch 692 | loss: 0.0313299 | val_loss: 0.031355 | Time: 1654.34 ms [2020-12-12 10:28:14 main:581] : INFO : Epoch 693 | loss: 0.0313422 | val_loss: 0.0313522 | Time: 1641.78 ms [2020-12-12 10:28:15 main:581] : INFO : Epoch 694 | loss: 0.0313455 | val_loss: 0.0313627 | Time: 1667.44 ms [2020-12-12 10:28:17 main:581] : INFO : Epoch 695 | loss: 0.0313413 | val_loss: 0.0313561 | Time: 1677.98 ms [2020-12-12 10:28:19 main:581] : INFO : Epoch 696 | loss: 0.0313414 | val_loss: 0.0313447 | Time: 1705.65 ms [2020-12-12 10:28:20 main:581] : INFO : Epoch 697 | loss: 0.0313325 | val_loss: 0.0313474 | Time: 1744.07 ms [2020-12-12 10:28:22 main:581] : INFO : Epoch 698 | loss: 0.0313382 | val_loss: 0.0313544 | Time: 1748.7 ms [2020-12-12 10:28:24 main:581] : INFO : Epoch 699 | loss: 0.0313385 | val_loss: 0.0313541 | Time: 1733.06 ms [2020-12-12 10:28:26 main:581] : INFO : Epoch 700 | loss: 0.0313382 | val_loss: 0.0313464 | Time: 1738.54 ms [2020-12-12 10:28:27 main:581] : INFO : Epoch 701 | loss: 0.0313307 | val_loss: 0.0313635 | Time: 1717.09 ms [2020-12-12 10:28:29 main:581] : INFO : Epoch 702 | loss: 0.031334 | val_loss: 0.0313439 | Time: 1700.61 ms [2020-12-12 10:28:31 main:581] : INFO : Epoch 703 | loss: 0.0313533 | val_loss: 0.0313581 | Time: 1709 ms [2020-12-12 10:28:33 main:581] : INFO : Epoch 704 | loss: 0.0313481 | val_loss: 0.0313561 | Time: 1714.84 ms [2020-12-12 10:28:34 main:581] : INFO : Epoch 705 | loss: 0.0313492 | val_loss: 0.0313573 | Time: 1691.4 ms [2020-12-12 10:28:36 main:581] : INFO : Epoch 706 | loss: 0.031383 | val_loss: 0.0313766 | Time: 1697.73 ms [2020-12-12 10:28:38 main:581] : INFO : Epoch 707 | loss: 0.031471 | val_loss: 0.0315865 | Time: 1680.65 ms [2020-12-12 10:28:39 main:581] : INFO : Epoch 708 | loss: 0.032576 | val_loss: 0.0331613 | Time: 1688.47 ms [2020-12-12 10:28:41 main:581] : INFO : Epoch 709 | loss: 0.0321466 | val_loss: 0.0317234 | Time: 1722.64 ms [2020-12-12 10:28:43 main:581] : INFO : Epoch 710 | loss: 0.0314738 | val_loss: 0.0313948 | Time: 1713.29 ms [2020-12-12 10:28:44 main:581] : INFO : Epoch 711 | loss: 0.0313629 | val_loss: 0.0313565 | Time: 1649.82 ms [2020-12-12 10:28:46 main:581] : INFO : Epoch 712 | loss: 0.0313402 | val_loss: 0.0313483 | Time: 1654.33 ms [2020-12-12 10:28:48 main:581] : INFO : Epoch 713 | loss: 0.0313358 | val_loss: 0.0313571 | Time: 1654.25 ms [2020-12-12 10:28:49 main:581] : INFO : Epoch 714 | loss: 0.0313322 | val_loss: 0.0313436 | Time: 1672.99 ms [2020-12-12 10:28:51 main:581] : INFO : Epoch 715 | loss: 0.0313281 | val_loss: 0.0313477 | Time: 1730.09 ms [2020-12-12 10:28:53 main:581] : INFO : Epoch 716 | loss: 0.0313294 | val_loss: 0.0313422 | Time: 1742.36 ms [2020-12-12 10:28:55 main:581] : INFO : Epoch 717 | loss: 0.0313289 | val_loss: 0.0313374 | Time: 1739.78 ms [2020-12-12 10:28:56 main:581] : INFO : Epoch 718 | loss: 0.0313266 | val_loss: 0.0313444 | Time: 1728.83 ms [2020-12-12 10:28:58 main:581] : INFO : Epoch 719 | loss: 0.0313276 | val_loss: 0.0313428 | Time: 1748.52 ms [2020-12-12 10:29:00 main:581] : INFO : Epoch 720 | loss: 0.0313294 | val_loss: 0.0313399 | Time: 1745.54 ms [2020-12-12 10:29:02 main:581] : INFO : Epoch 721 | loss: 0.031332 | val_loss: 0.031354 | Time: 1736.87 ms [2020-12-12 10:29:03 main:581] : INFO : Epoch 722 | loss: 0.0313319 | val_loss: 0.0313453 | Time: 1723.87 ms [2020-12-12 10:29:05 main:581] : INFO : Epoch 723 | loss: 0.0313301 | val_loss: 0.0313458 | Time: 1720.1 ms [2020-12-12 10:29:07 main:581] : INFO : Epoch 724 | loss: 0.0313341 | val_loss: 0.0313488 | Time: 1727.59 ms [2020-12-12 10:29:08 main:581] : INFO : Epoch 725 | loss: 0.0313304 | val_loss: 0.0313519 | Time: 1741.2 ms [2020-12-12 10:29:10 main:581] : INFO : Epoch 726 | loss: 0.0313287 | val_loss: 0.0313412 | Time: 1731.7 ms [2020-12-12 10:29:12 main:581] : INFO : Epoch 727 | loss: 0.0313312 | val_loss: 0.0313457 | Time: 1665.72 ms [2020-12-12 10:29:14 main:581] : INFO : Epoch 728 | loss: 0.0313327 | val_loss: 0.0313682 | Time: 1710.78 ms [2020-12-12 10:29:15 main:581] : INFO : Epoch 729 | loss: 0.0313352 | val_loss: 0.0313466 | Time: 1671.77 ms [2020-12-12 10:29:17 main:581] : INFO : Epoch 730 | loss: 0.0313283 | val_loss: 0.0313456 | Time: 1677.72 ms [2020-12-12 10:29:19 main:581] : INFO : Epoch 731 | loss: 0.0313289 | val_loss: 0.0313536 | Time: 1675.77 ms [2020-12-12 10:29:20 main:581] : INFO : Epoch 732 | loss: 0.031331 | val_loss: 0.0313377 | Time: 1643.18 ms [2020-12-12 10:29:22 main:581] : INFO : Epoch 733 | loss: 0.0313273 | val_loss: 0.0313423 | Time: 1661.24 ms [2020-12-12 10:29:24 main:581] : INFO : Epoch 734 | loss: 0.0313295 | val_loss: 0.0313466 | Time: 1682.45 ms [2020-12-12 10:29:25 main:581] : INFO : Epoch 735 | loss: 0.0313379 | val_loss: 0.0313458 | Time: 1666.39 ms [2020-12-12 10:29:27 main:581] : INFO : Epoch 736 | loss: 0.031332 | val_loss: 0.031347 | Time: 1676.79 ms [2020-12-12 10:29:29 main:581] : INFO : Epoch 737 | loss: 0.0313317 | val_loss: 0.0313417 | Time: 1645.69 ms [2020-12-12 10:29:30 main:581] : INFO : Epoch 738 | loss: 0.0313374 | val_loss: 0.0313402 | Time: 1635.78 ms [2020-12-12 10:29:32 main:581] : INFO : Epoch 739 | loss: 0.0313333 | val_loss: 0.0313459 | Time: 1691.64 ms [2020-12-12 10:29:34 main:581] : INFO : Epoch 740 | loss: 0.0313341 | val_loss: 0.0313462 | Time: 1645.9 ms [2020-12-12 10:29:35 main:581] : INFO : Epoch 741 | loss: 0.0313287 | val_loss: 0.0313411 | Time: 1653.83 ms [2020-12-12 10:29:37 main:581] : INFO : Epoch 742 | loss: 0.0313279 | val_loss: 0.0313479 | Time: 1635.95 ms [2020-12-12 10:29:38 main:581] : INFO : Epoch 743 | loss: 0.0313293 | val_loss: 0.0313419 | Time: 1646.83 ms [2020-12-12 10:29:40 main:581] : INFO : Epoch 744 | loss: 0.0313274 | val_loss: 0.0313396 | Time: 1606.69 ms [2020-12-12 10:29:42 main:581] : INFO : Epoch 745 | loss: 0.0313297 | val_loss: 0.0313413 | Time: 1626.02 ms [2020-12-12 10:29:43 main:581] : INFO : Epoch 746 | loss: 0.0313302 | val_loss: 0.0313502 | Time: 1620.63 ms [2020-12-12 10:29:45 main:581] : INFO : Epoch 747 | loss: 0.0313303 | val_loss: 0.031348 | Time: 1604.91 ms [2020-12-12 10:29:47 main:581] : INFO : Epoch 748 | loss: 0.0313324 | val_loss: 0.0313456 | Time: 1664.03 ms [2020-12-12 10:29:48 main:581] : INFO : Epoch 749 | loss: 0.0313289 | val_loss: 0.031341 | Time: 1608.22 ms [2020-12-12 10:29:50 main:581] : INFO : Epoch 750 | loss: 0.0313289 | val_loss: 0.0313401 | Time: 1630.12 ms [2020-12-12 10:29:51 main:581] : INFO : Epoch 751 | loss: 0.0313285 | val_loss: 0.0313381 | Time: 1612.25 ms [2020-12-12 10:29:53 main:581] : INFO : Epoch 752 | loss: 0.0313326 | val_loss: 0.0313601 | Time: 1609.31 ms [2020-12-12 10:29:55 main:581] : INFO : Epoch 753 | loss: 0.0313363 | val_loss: 0.0313502 | Time: 1623.18 ms [2020-12-12 10:29:56 main:581] : INFO : Epoch 754 | loss: 0.0313341 | val_loss: 0.0313606 | Time: 1619.59 ms [2020-12-12 10:29:58 main:581] : INFO : Epoch 755 | loss: 0.0313397 | val_loss: 0.0313457 | Time: 1616.51 ms [2020-12-12 10:30:00 main:581] : INFO : Epoch 756 | loss: 0.0313275 | val_loss: 0.0313487 | Time: 1610.35 ms [2020-12-12 10:30:01 main:581] : INFO : Epoch 757 | loss: 0.0313302 | val_loss: 0.0313458 | Time: 1626.36 ms [2020-12-12 10:30:03 main:581] : INFO : Epoch 758 | loss: 0.031339 | val_loss: 0.0313551 | Time: 1630.38 ms [2020-12-12 10:30:04 main:581] : INFO : Epoch 759 | loss: 0.031338 | val_loss: 0.0313536 | Time: 1646.48 ms [2020-12-12 10:30:06 main:581] : INFO : Epoch 760 | loss: 0.0313336 | val_loss: 0.0313453 | Time: 1644.71 ms [2020-12-12 10:30:08 main:581] : INFO : Epoch 761 | loss: 0.0313285 | val_loss: 0.0313444 | Time: 1616.14 ms [2020-12-12 10:30:09 main:581] : INFO : Epoch 762 | loss: 0.0313278 | val_loss: 0.0313455 | Time: 1627.77 ms [2020-12-12 10:30:11 main:581] : INFO : Epoch 763 | loss: 0.0313319 | val_loss: 0.0313476 | Time: 1628.36 ms [2020-12-12 10:30:13 main:581] : INFO : Epoch 764 | loss: 0.0313399 | val_loss: 0.0313599 | Time: 1638.37 ms [2020-12-12 10:30:14 main:581] : INFO : Epoch 765 | loss: 0.0313359 | val_loss: 0.0313471 | Time: 1651.96 ms [2020-12-12 10:30:16 main:581] : INFO : Epoch 766 | loss: 0.0313355 | val_loss: 0.0313514 | Time: 1632.56 ms [2020-12-12 10:30:18 main:581] : INFO : Epoch 767 | loss: 0.0313364 | val_loss: 0.0313557 | Time: 1645.93 ms [2020-12-12 10:30:19 main:581] : INFO : Epoch 768 | loss: 0.0313351 | val_loss: 0.0313516 | Time: 1653.48 ms [2020-12-12 10:30:21 main:581] : INFO : Epoch 769 | loss: 0.0313355 | val_loss: 0.0313499 | Time: 1685.41 ms [2020-12-12 10:30:22 main:581] : INFO : Epoch 770 | loss: 0.0313357 | val_loss: 0.0313553 | Time: 1622.02 ms [2020-12-12 10:30:24 main:581] : INFO : Epoch 771 | loss: 0.0313394 | val_loss: 0.0313606 | Time: 1640.43 ms [2020-12-12 10:30:26 main:581] : INFO : Epoch 772 | loss: 0.0313485 | val_loss: 0.0313512 | Time: 1669.69 ms [2020-12-12 10:30:27 main:581] : INFO : Epoch 773 | loss: 0.0313372 | val_loss: 0.0313477 | Time: 1670.16 ms [2020-12-12 10:30:29 main:581] : INFO : Epoch 774 | loss: 0.0313315 | val_loss: 0.0313414 | Time: 1640.39 ms [2020-12-12 10:30:31 main:581] : INFO : Epoch 775 | loss: 0.0313293 | val_loss: 0.0313459 | Time: 1644.45 ms [2020-12-12 10:30:32 main:581] : INFO : Epoch 776 | loss: 0.0313334 | val_loss: 0.031365 | Time: 1696.13 ms [2020-12-12 10:30:34 main:581] : INFO : Epoch 777 | loss: 0.0313376 | val_loss: 0.0313509 | Time: 1672.37 ms [2020-12-12 10:30:36 main:581] : INFO : Epoch 778 | loss: 0.0313331 | val_loss: 0.0313522 | Time: 1697.29 ms [2020-12-12 10:30:37 main:581] : INFO : Epoch 779 | loss: 0.0313308 | val_loss: 0.0313502 | Time: 1671.46 ms [2020-12-12 10:30:39 main:581] : INFO : Epoch 780 | loss: 0.0313312 | val_loss: 0.0313534 | Time: 1677.76 ms [2020-12-12 10:30:41 main:581] : INFO : Epoch 781 | loss: 0.0313441 | val_loss: 0.0313629 | Time: 1668.37 ms [2020-12-12 10:30:42 main:581] : INFO : Epoch 782 | loss: 0.0313429 | val_loss: 0.0313442 | Time: 1650.65 ms [2020-12-12 10:30:44 main:581] : INFO : Epoch 783 | loss: 0.0313308 | val_loss: 0.0313413 | Time: 1679.89 ms [2020-12-12 10:30:46 main:581] : INFO : Epoch 784 | loss: 0.0313287 | val_loss: 0.0313396 | Time: 1693.53 ms [2020-12-12 10:30:48 main:581] : INFO : Epoch 785 | loss: 0.0313277 | val_loss: 0.0313416 | Time: 1657.24 ms [2020-12-12 10:30:49 main:581] : INFO : Epoch 786 | loss: 0.0313294 | val_loss: 0.0313517 | Time: 1613.43 ms [2020-12-12 10:30:51 main:581] : INFO : Epoch 787 | loss: 0.0313552 | val_loss: 0.0313649 | Time: 1652.03 ms [2020-12-12 10:30:52 main:581] : INFO : Epoch 788 | loss: 0.0313386 | val_loss: 0.0313596 | Time: 1640.81 ms [2020-12-12 10:30:54 main:581] : INFO : Epoch 789 | loss: 0.0313342 | val_loss: 0.0313423 | Time: 1650.83 ms [2020-12-12 10:30:56 main:581] : INFO : Epoch 790 | loss: 0.0313303 | val_loss: 0.031346 | Time: 1660.91 ms [2020-12-12 10:30:57 main:581] : INFO : Epoch 791 | loss: 0.0313329 | val_loss: 0.0313479 | Time: 1660.17 ms [2020-12-12 10:30:59 main:581] : INFO : Epoch 792 | loss: 0.0313394 | val_loss: 0.0313684 | Time: 1640.9 ms [2020-12-12 10:31:01 main:581] : INFO : Epoch 793 | loss: 0.0313463 | val_loss: 0.031345 | Time: 1639.97 ms [2020-12-12 10:31:02 main:581] : INFO : Epoch 794 | loss: 0.0313317 | val_loss: 0.0313432 | Time: 1620.19 ms [2020-12-12 10:31:04 main:581] : INFO : Epoch 795 | loss: 0.0313332 | val_loss: 0.0313471 | Time: 1656.95 ms [2020-12-12 10:31:06 main:581] : INFO : Epoch 796 | loss: 0.0313283 | val_loss: 0.0313419 | Time: 1631.51 ms [2020-12-12 10:31:07 main:581] : INFO : Epoch 797 | loss: 0.0313293 | val_loss: 0.0313479 | Time: 1654.09 ms [2020-12-12 10:31:09 main:581] : INFO : Epoch 798 | loss: 0.0313446 | val_loss: 0.0313425 | Time: 1627.97 ms [2020-12-12 10:31:10 main:581] : INFO : Epoch 799 | loss: 0.0313363 | val_loss: 0.0313483 | Time: 1624.96 ms [2020-12-12 10:31:12 main:581] : INFO : Epoch 800 | loss: 0.0313375 | val_loss: 0.0313418 | Time: 1623.7 ms [2020-12-12 10:31:14 main:581] : INFO : Epoch 801 | loss: 0.031331 | val_loss: 0.0313472 | Time: 1626.36 ms [2020-12-12 10:31:15 main:581] : INFO : Epoch 802 | loss: 0.0313347 | val_loss: 0.0313538 | Time: 1608.68 ms [2020-12-12 10:31:17 main:581] : INFO : Epoch 803 | loss: 0.031338 | val_loss: 0.031352 | Time: 1637.23 ms [2020-12-12 10:31:19 main:581] : INFO : Epoch 804 | loss: 0.031355 | val_loss: 0.0313653 | Time: 1655.45 ms [2020-12-12 10:31:20 main:581] : INFO : Epoch 805 | loss: 0.031349 | val_loss: 0.031375 | Time: 1649.64 ms [2020-12-12 10:31:22 main:581] : INFO : Epoch 806 | loss: 0.0313742 | val_loss: 0.0313586 | Time: 1613.89 ms [2020-12-12 10:31:24 main:581] : INFO : Epoch 807 | loss: 0.0313719 | val_loss: 0.031371 | Time: 1633.61 ms [2020-12-12 10:31:25 main:581] : INFO : Epoch 808 | loss: 0.0313557 | val_loss: 0.0313436 | Time: 1596.77 ms [2020-12-12 10:31:27 main:581] : INFO : Epoch 809 | loss: 0.031334 | val_loss: 0.0313468 | Time: 1610.88 ms [2020-12-12 10:31:28 main:581] : INFO : Epoch 810 | loss: 0.0313307 | val_loss: 0.0313416 | Time: 1614.31 ms [2020-12-12 10:31:30 main:581] : INFO : Epoch 811 | loss: 0.0313291 | val_loss: 0.0313455 | Time: 1623.65 ms [2020-12-12 10:31:32 main:581] : INFO : Epoch 812 | loss: 0.0313288 | val_loss: 0.0313384 | Time: 1622.96 ms [2020-12-12 10:31:33 main:581] : INFO : Epoch 813 | loss: 0.0313287 | val_loss: 0.0313413 | Time: 1606.8 ms [2020-12-12 10:31:35 main:581] : INFO : Epoch 814 | loss: 0.0313326 | val_loss: 0.0313493 | Time: 1611.32 ms [2020-12-12 10:31:36 main:581] : INFO : Epoch 815 | loss: 0.031333 | val_loss: 0.0313448 | Time: 1617.1 ms [2020-12-12 10:31:38 main:581] : INFO : Epoch 816 | loss: 0.0313287 | val_loss: 0.0313389 | Time: 1624.93 ms [2020-12-12 10:31:40 main:581] : INFO : Epoch 817 | loss: 0.0313273 | val_loss: 0.0313474 | Time: 1637.17 ms [2020-12-12 10:31:41 main:581] : INFO : Epoch 818 | loss: 0.0313367 | val_loss: 0.0313419 | Time: 1665.65 ms [2020-12-12 10:31:43 main:581] : INFO : Epoch 819 | loss: 0.0313287 | val_loss: 0.0313435 | Time: 1698.21 ms [2020-12-12 10:31:45 main:581] : INFO : Epoch 820 | loss: 0.0313292 | val_loss: 0.0313463 | Time: 1671.63 ms [2020-12-12 10:31:46 main:581] : INFO : Epoch 821 | loss: 0.0313451 | val_loss: 0.0313655 | Time: 1685.13 ms [2020-12-12 10:31:48 main:581] : INFO : Epoch 822 | loss: 0.0313454 | val_loss: 0.0313847 | Time: 1639.99 ms [2020-12-12 10:31:50 main:581] : INFO : Epoch 823 | loss: 0.0313537 | val_loss: 0.0313559 | Time: 1611.23 ms [2020-12-12 10:31:51 main:581] : INFO : Epoch 824 | loss: 0.0313384 | val_loss: 0.0313432 | Time: 1628.42 ms [2020-12-12 10:31:53 main:581] : INFO : Epoch 825 | loss: 0.0313313 | val_loss: 0.0313479 | Time: 1632.93 ms [2020-12-12 10:31:55 main:581] : INFO : Epoch 826 | loss: 0.0313363 | val_loss: 0.0313795 | Time: 1633.4 ms [2020-12-12 10:31:56 main:581] : INFO : Epoch 827 | loss: 0.0313498 | val_loss: 0.0313621 | Time: 1619.9 ms [2020-12-12 10:31:58 main:581] : INFO : Epoch 828 | loss: 0.0313425 | val_loss: 0.0313457 | Time: 1621.94 ms [2020-12-12 10:31:59 main:581] : INFO : Epoch 829 | loss: 0.0313357 | val_loss: 0.0313486 | Time: 1615.48 ms [2020-12-12 10:32:01 main:581] : INFO : Epoch 830 | loss: 0.0313366 | val_loss: 0.0313493 | Time: 1645.44 ms [2020-12-12 10:32:03 main:581] : INFO : Epoch 831 | loss: 0.031337 | val_loss: 0.031346 | Time: 1702.25 ms [2020-12-12 10:32:04 main:581] : INFO : Epoch 832 | loss: 0.0313364 | val_loss: 0.0313434 | Time: 1678.21 ms [2020-12-12 10:32:06 main:581] : INFO : Epoch 833 | loss: 0.0313341 | val_loss: 0.0313494 | Time: 1636.37 ms [2020-12-12 10:32:08 main:581] : INFO : Epoch 834 | loss: 0.0313365 | val_loss: 0.031345 | Time: 1667.16 ms [2020-12-12 10:32:09 main:581] : INFO : Epoch 835 | loss: 0.0313335 | val_loss: 0.0313542 | Time: 1705.34 ms [2020-12-12 10:32:11 main:581] : INFO : Epoch 836 | loss: 0.0313584 | val_loss: 0.0313681 | Time: 1645.84 ms [2020-12-12 10:32:13 main:581] : INFO : Epoch 837 | loss: 0.0313402 | val_loss: 0.0313436 | Time: 1657.33 ms [2020-12-12 10:32:14 main:581] : INFO : Epoch 838 | loss: 0.0313341 | val_loss: 0.031343 | Time: 1659.57 ms [2020-12-12 10:32:16 main:581] : INFO : Epoch 839 | loss: 0.0313403 | val_loss: 0.0313436 | Time: 1631.23 ms [2020-12-12 10:32:18 main:581] : INFO : Epoch 840 | loss: 0.0313458 | val_loss: 0.0314277 | Time: 1662.14 ms [2020-12-12 10:32:19 main:581] : INFO : Epoch 841 | loss: 0.0313643 | val_loss: 0.0313531 | Time: 1662.63 ms [2020-12-12 10:32:21 main:581] : INFO : Epoch 842 | loss: 0.0313354 | val_loss: 0.0313539 | Time: 1628.66 ms [2020-12-12 10:32:23 main:581] : INFO : Epoch 843 | loss: 0.0313323 | val_loss: 0.031345 | Time: 1662.87 ms [2020-12-12 10:32:24 main:581] : INFO : Epoch 844 | loss: 0.0313339 | val_loss: 0.031351 | Time: 1607.21 ms [2020-12-12 10:32:26 main:581] : INFO : Epoch 845 | loss: 0.0313396 | val_loss: 0.031359 | Time: 1695.88 ms [2020-12-12 10:32:28 main:581] : INFO : Epoch 846 | loss: 0.0313359 | val_loss: 0.0313474 | Time: 1624.98 ms [2020-12-12 10:32:29 main:581] : INFO : Epoch 847 | loss: 0.0313314 | val_loss: 0.0313422 | Time: 1619.03 ms [2020-12-12 10:32:31 main:581] : INFO : Epoch 848 | loss: 0.0313311 | val_loss: 0.0313454 | Time: 1633.57 ms [2020-12-12 10:32:32 main:581] : INFO : Epoch 849 | loss: 0.0313343 | val_loss: 0.0313547 | Time: 1614.06 ms [2020-12-12 10:32:34 main:581] : INFO : Epoch 850 | loss: 0.0313364 | val_loss: 0.0313546 | Time: 1631.03 ms [2020-12-12 10:32:36 main:581] : INFO : Epoch 851 | loss: 0.0313392 | val_loss: 0.0313525 | Time: 1645.74 ms [2020-12-12 10:32:37 main:581] : INFO : Epoch 852 | loss: 0.0313312 | val_loss: 0.0313465 | Time: 1622.68 ms [2020-12-12 10:32:39 main:581] : INFO : Epoch 853 | loss: 0.0313344 | val_loss: 0.0313512 | Time: 1618.83 ms [2020-12-12 10:32:41 main:581] : INFO : Epoch 854 | loss: 0.031332 | val_loss: 0.0313583 | Time: 1619.36 ms [2020-12-12 10:32:42 main:581] : INFO : Epoch 855 | loss: 0.0313463 | val_loss: 0.0313609 | Time: 1623.7 ms [2020-12-12 10:32:44 main:581] : INFO : Epoch 856 | loss: 0.031343 | val_loss: 0.031345 | Time: 1614.5 ms [2020-12-12 10:32:45 main:581] : INFO : Epoch 857 | loss: 0.0313454 | val_loss: 0.0313645 | Time: 1628.87 ms [2020-12-12 10:32:47 main:581] : INFO : Epoch 858 | loss: 0.0313654 | val_loss: 0.0313583 | Time: 1633.54 ms [2020-12-12 10:32:49 main:581] : INFO : Epoch 859 | loss: 0.0313523 | val_loss: 0.0313588 | Time: 1673.93 ms [2020-12-12 10:32:50 main:581] : INFO : Epoch 860 | loss: 0.0313344 | val_loss: 0.0313431 | Time: 1633.77 ms [2020-12-12 10:32:52 main:581] : INFO : Epoch 861 | loss: 0.0313324 | val_loss: 0.0313424 | Time: 1609.85 ms [2020-12-12 10:32:54 main:581] : INFO : Epoch 862 | loss: 0.0313352 | val_loss: 0.0313465 | Time: 1615.06 ms [2020-12-12 10:32:55 main:581] : INFO : Epoch 863 | loss: 0.0313322 | val_loss: 0.0313489 | Time: 1625.8 ms [2020-12-12 10:32:57 main:581] : INFO : Epoch 864 | loss: 0.0313298 | val_loss: 0.0313406 | Time: 1619.83 ms [2020-12-12 10:32:59 main:581] : INFO : Epoch 865 | loss: 0.0313346 | val_loss: 0.0313496 | Time: 1631.76 ms [2020-12-12 10:33:00 main:581] : INFO : Epoch 866 | loss: 0.0313436 | val_loss: 0.031347 | Time: 1611.11 ms [2020-12-12 10:33:02 main:581] : INFO : Epoch 867 | loss: 0.0313362 | val_loss: 0.0313502 | Time: 1618.95 ms [2020-12-12 10:33:03 main:581] : INFO : Epoch 868 | loss: 0.0313349 | val_loss: 0.0313458 | Time: 1630.98 ms [2020-12-12 10:33:05 main:581] : INFO : Epoch 869 | loss: 0.0313341 | val_loss: 0.0313479 | Time: 1612.56 ms [2020-12-12 10:33:07 main:581] : INFO : Epoch 870 | loss: 0.0313412 | val_loss: 0.0313586 | Time: 1628.9 ms [2020-12-12 10:33:08 main:581] : INFO : Epoch 871 | loss: 0.0313461 | val_loss: 0.0313527 | Time: 1611.49 ms [2020-12-12 10:33:10 main:581] : INFO : Epoch 872 | loss: 0.0313349 | val_loss: 0.0313522 | Time: 1625.99 ms [2020-12-12 10:33:11 main:581] : INFO : Epoch 873 | loss: 0.0313354 | val_loss: 0.0313494 | Time: 1616.37 ms [2020-12-12 10:33:13 main:581] : INFO : Epoch 874 | loss: 0.0313369 | val_loss: 0.03135 | Time: 1616 ms [2020-12-12 10:33:15 main:581] : INFO : Epoch 875 | loss: 0.0313363 | val_loss: 0.0313571 | Time: 1641.89 ms [2020-12-12 10:33:16 main:581] : INFO : Epoch 876 | loss: 0.0313401 | val_loss: 0.0313459 | Time: 1606.57 ms [2020-12-12 10:33:18 main:581] : INFO : Epoch 877 | loss: 0.0313326 | val_loss: 0.0313522 | Time: 1594.4 ms [2020-12-12 10:33:20 main:581] : INFO : Epoch 878 | loss: 0.0313464 | val_loss: 0.0313861 | Time: 1633.24 ms [2020-12-12 10:33:21 main:581] : INFO : Epoch 879 | loss: 0.0313522 | val_loss: 0.0313551 | Time: 1611.12 ms [2020-12-12 10:33:23 main:581] : INFO : Epoch 880 | loss: 0.0313367 | val_loss: 0.0313447 | Time: 1628.4 ms [2020-12-12 10:33:24 main:581] : INFO : Epoch 881 | loss: 0.031331 | val_loss: 0.0313482 | Time: 1616.27 ms [2020-12-12 10:33:26 main:581] : INFO : Epoch 882 | loss: 0.0313295 | val_loss: 0.0313511 | Time: 1598.16 ms [2020-12-12 10:33:28 main:581] : INFO : Epoch 883 | loss: 0.031341 | val_loss: 0.0313469 | Time: 1610.85 ms [2020-12-12 10:33:29 main:581] : INFO : Epoch 884 | loss: 0.0313389 | val_loss: 0.0313558 | Time: 1622.46 ms [2020-12-12 10:33:31 main:581] : INFO : Epoch 885 | loss: 0.0313537 | val_loss: 0.031375 | Time: 1630.33 ms [2020-12-12 10:33:33 main:581] : INFO : Epoch 886 | loss: 0.0313469 | val_loss: 0.0313544 | Time: 1610.56 ms [2020-12-12 10:33:34 main:581] : INFO : Epoch 887 | loss: 0.0313337 | val_loss: 0.0313465 | Time: 1622.36 ms [2020-12-12 10:33:36 main:581] : INFO : Epoch 888 | loss: 0.0313312 | val_loss: 0.0313439 | Time: 1620.12 ms [2020-12-12 10:33:37 main:581] : INFO : Epoch 889 | loss: 0.031335 | val_loss: 0.031354 | Time: 1626.26 ms [2020-12-12 10:33:39 main:581] : INFO : Epoch 890 | loss: 0.0313366 | val_loss: 0.0313573 | Time: 1620.3 ms [2020-12-12 10:33:41 main:581] : INFO : Epoch 891 | loss: 0.0313421 | val_loss: 0.0313455 | Time: 1605.87 ms [2020-12-12 10:33:42 main:581] : INFO : Epoch 892 | loss: 0.0313361 | val_loss: 0.031359 | Time: 1593.3 ms [2020-12-12 10:33:44 main:581] : INFO : Epoch 893 | loss: 0.0313461 | val_loss: 0.0313691 | Time: 1608.98 ms [2020-12-12 10:33:45 main:581] : INFO : Epoch 894 | loss: 0.0313436 | val_loss: 0.0313438 | Time: 1626.75 ms [2020-12-12 10:33:47 main:581] : INFO : Epoch 895 | loss: 0.0313319 | val_loss: 0.0313433 | Time: 1610.46 ms [2020-12-12 10:33:49 main:581] : INFO : Epoch 896 | loss: 0.0313335 | val_loss: 0.0313586 | Time: 1616.82 ms [2020-12-12 10:33:50 main:581] : INFO : Epoch 897 | loss: 0.0313343 | val_loss: 0.0313556 | Time: 1636.19 ms [2020-12-12 10:33:52 main:581] : INFO : Epoch 898 | loss: 0.031342 | val_loss: 0.0313454 | Time: 1618.06 ms [2020-12-12 10:33:54 main:581] : INFO : Epoch 899 | loss: 0.0313418 | val_loss: 0.0313671 | Time: 1632.03 ms [2020-12-12 10:33:55 main:581] : INFO : Epoch 900 | loss: 0.0313459 | val_loss: 0.0313575 | Time: 1611.52 ms [2020-12-12 10:33:57 main:581] : INFO : Epoch 901 | loss: 0.0313451 | val_loss: 0.0313611 | Time: 1610.9 ms [2020-12-12 10:33:58 main:581] : INFO : Epoch 902 | loss: 0.0313771 | val_loss: 0.0313799 | Time: 1623.31 ms [2020-12-12 10:34:00 main:581] : INFO : Epoch 903 | loss: 0.0313501 | val_loss: 0.0313567 | Time: 1612.14 ms [2020-12-12 10:34:02 main:581] : INFO : Epoch 904 | loss: 0.0313355 | val_loss: 0.0313441 | Time: 1611.36 ms [2020-12-12 10:34:03 main:581] : INFO : Epoch 905 | loss: 0.0313329 | val_loss: 0.0313407 | Time: 1609.65 ms [2020-12-12 10:34:05 main:581] : INFO : Epoch 906 | loss: 0.033491 | val_loss: 0.0355606 | Time: 1601.36 ms [2020-12-12 10:34:06 main:581] : INFO : Epoch 907 | loss: 0.0341796 | val_loss: 0.0324061 | Time: 1629.75 ms [2020-12-12 10:34:08 main:581] : INFO : Epoch 908 | loss: 0.0318845 | val_loss: 0.0315708 | Time: 1618.17 ms [2020-12-12 10:34:10 main:581] : INFO : Epoch 909 | loss: 0.0315195 | val_loss: 0.0315657 | Time: 1604.48 ms [2020-12-12 10:34:11 main:581] : INFO : Epoch 910 | loss: 0.0313971 | val_loss: 0.0313669 | Time: 1602.26 ms [2020-12-12 10:34:13 main:581] : INFO : Epoch 911 | loss: 0.0313507 | val_loss: 0.0313595 | Time: 1605.46 ms [2020-12-12 10:34:15 main:581] : INFO : Epoch 912 | loss: 0.031345 | val_loss: 0.0313669 | Time: 1635.4 ms [2020-12-12 10:34:16 main:581] : INFO : Epoch 913 | loss: 0.0313486 | val_loss: 0.0313484 | Time: 1620.96 ms [2020-12-12 10:34:18 main:581] : INFO : Epoch 914 | loss: 0.0313397 | val_loss: 0.0313459 | Time: 1627.83 ms [2020-12-12 10:34:19 main:581] : INFO : Epoch 915 | loss: 0.0313331 | val_loss: 0.031348 | Time: 1615.26 ms [2020-12-12 10:34:21 main:581] : INFO : Epoch 916 | loss: 0.0313355 | val_loss: 0.0313466 | Time: 1623.45 ms [2020-12-12 10:34:23 main:581] : INFO : Epoch 917 | loss: 0.0313319 | val_loss: 0.0313394 | Time: 1612.69 ms [2020-12-12 10:34:24 main:581] : INFO : Epoch 918 | loss: 0.0313301 | val_loss: 0.0313411 | Time: 1614.66 ms [2020-12-12 10:34:26 main:581] : INFO : Epoch 919 | loss: 0.0313335 | val_loss: 0.0313455 | Time: 1616.38 ms [2020-12-12 10:34:27 main:581] : INFO : Epoch 920 | loss: 0.0313315 | val_loss: 0.0313396 | Time: 1626.73 ms [2020-12-12 10:34:29 main:581] : INFO : Epoch 921 | loss: 0.0313309 | val_loss: 0.0313401 | Time: 1625.68 ms [2020-12-12 10:34:31 main:581] : INFO : Epoch 922 | loss: 0.0313326 | val_loss: 0.0313496 | Time: 1615.75 ms [2020-12-12 10:34:32 main:581] : INFO : Epoch 923 | loss: 0.0313336 | val_loss: 0.0313432 | Time: 1617.68 ms [2020-12-12 10:34:34 main:581] : INFO : Epoch 924 | loss: 0.0313317 | val_loss: 0.0313473 | Time: 1616.74 ms [2020-12-12 10:34:36 main:581] : INFO : Epoch 925 | loss: 0.0313315 | val_loss: 0.0313413 | Time: 1617.68 ms [2020-12-12 10:34:37 main:581] : INFO : Epoch 926 | loss: 0.0313348 | val_loss: 0.0313424 | Time: 1605.55 ms [2020-12-12 10:34:39 main:581] : INFO : Epoch 927 | loss: 0.0313329 | val_loss: 0.0313481 | Time: 1616.2 ms [2020-12-12 10:34:40 main:581] : INFO : Epoch 928 | loss: 0.0313272 | val_loss: 0.0313409 | Time: 1614.51 ms [2020-12-12 10:34:42 main:581] : INFO : Epoch 929 | loss: 0.0313288 | val_loss: 0.0313437 | Time: 1615.69 ms [2020-12-12 10:34:44 main:581] : INFO : Epoch 930 | loss: 0.0313289 | val_loss: 0.031347 | Time: 1618.82 ms [2020-12-12 10:34:45 main:581] : INFO : Epoch 931 | loss: 0.0313374 | val_loss: 0.031341 | Time: 1624.08 ms [2020-12-12 10:34:47 main:581] : INFO : Epoch 932 | loss: 0.0313288 | val_loss: 0.0313404 | Time: 1593.81 ms [2020-12-12 10:34:49 main:581] : INFO : Epoch 933 | loss: 0.0313316 | val_loss: 0.0313402 | Time: 1634.63 ms [2020-12-12 10:34:50 main:581] : INFO : Epoch 934 | loss: 0.0313292 | val_loss: 0.0313441 | Time: 1613.03 ms [2020-12-12 10:34:52 main:581] : INFO : Epoch 935 | loss: 0.0313297 | val_loss: 0.0313414 | Time: 1609.46 ms [2020-12-12 10:34:53 main:581] : INFO : Epoch 936 | loss: 0.031332 | val_loss: 0.0313461 | Time: 1646.83 ms [2020-12-12 10:34:55 main:581] : INFO : Epoch 937 | loss: 0.031332 | val_loss: 0.0313444 | Time: 1632.04 ms [2020-12-12 10:34:57 main:581] : INFO : Epoch 938 | loss: 0.0313286 | val_loss: 0.0313408 | Time: 1634.36 ms [2020-12-12 10:34:58 main:581] : INFO : Epoch 939 | loss: 0.0313307 | val_loss: 0.0313443 | Time: 1613.98 ms [2020-12-12 10:35:00 main:581] : INFO : Epoch 940 | loss: 0.0313311 | val_loss: 0.0313441 | Time: 1647.21 ms [2020-12-12 10:35:02 main:581] : INFO : Epoch 941 | loss: 0.0313321 | val_loss: 0.0313389 | Time: 1628.91 ms [2020-12-12 10:35:03 main:581] : INFO : Epoch 942 | loss: 0.0313317 | val_loss: 0.0313422 | Time: 1632.99 ms [2020-12-12 10:35:05 main:581] : INFO : Epoch 943 | loss: 0.0313318 | val_loss: 0.0313434 | Time: 1637.73 ms [2020-12-12 10:35:06 main:581] : INFO : Epoch 944 | loss: 0.0313365 | val_loss: 0.031363 | Time: 1613.98 ms [2020-12-12 10:35:08 main:581] : INFO : Epoch 945 | loss: 0.0313355 | val_loss: 0.0313463 | Time: 1613.49 ms [2020-12-12 10:35:10 main:581] : INFO : Epoch 946 | loss: 0.0313323 | val_loss: 0.031351 | Time: 1621.37 ms [2020-12-12 10:35:11 main:581] : INFO : Epoch 947 | loss: 0.0313334 | val_loss: 0.0313438 | Time: 1619.88 ms [2020-12-12 10:35:13 main:581] : INFO : Epoch 948 | loss: 0.0313313 | val_loss: 0.031341 | Time: 1618.69 ms [2020-12-12 10:35:15 main:581] : INFO : Epoch 949 | loss: 0.0313349 | val_loss: 0.0313446 | Time: 1620.99 ms [2020-12-12 10:35:16 main:581] : INFO : Epoch 950 | loss: 0.0313293 | val_loss: 0.0313424 | Time: 1608.98 ms [2020-12-12 10:35:18 main:581] : INFO : Epoch 951 | loss: 0.0313353 | val_loss: 0.0313515 | Time: 1612.93 ms [2020-12-12 10:35:19 main:581] : INFO : Epoch 952 | loss: 0.0313344 | val_loss: 0.0313461 | Time: 1619.09 ms [2020-12-12 10:35:21 main:581] : INFO : Epoch 953 | loss: 0.0313321 | val_loss: 0.0313428 | Time: 1603.71 ms [2020-12-12 10:35:23 main:581] : INFO : Epoch 954 | loss: 0.0313315 | val_loss: 0.0313463 | Time: 1605.98 ms [2020-12-12 10:35:24 main:581] : INFO : Epoch 955 | loss: 0.0313368 | val_loss: 0.0313564 | Time: 1603.36 ms [2020-12-12 10:35:26 main:581] : INFO : Epoch 956 | loss: 0.031347 | val_loss: 0.0313483 | Time: 1595.35 ms [2020-12-12 10:35:27 main:581] : INFO : Epoch 957 | loss: 0.0313346 | val_loss: 0.0313444 | Time: 1594.28 ms [2020-12-12 10:35:29 main:581] : INFO : Epoch 958 | loss: 0.0313306 | val_loss: 0.0313442 | Time: 1603.15 ms [2020-12-12 10:35:31 main:581] : INFO : Epoch 959 | loss: 0.0313324 | val_loss: 0.0313404 | Time: 1606.16 ms [2020-12-12 10:35:32 main:581] : INFO : Epoch 960 | loss: 0.0313335 | val_loss: 0.0313486 | Time: 1615.83 ms [2020-12-12 10:35:34 main:581] : INFO : Epoch 961 | loss: 0.0313455 | val_loss: 0.0313449 | Time: 1594.38 ms [2020-12-12 10:35:35 main:581] : INFO : Epoch 962 | loss: 0.0313341 | val_loss: 0.0313455 | Time: 1617.99 ms [2020-12-12 10:35:37 main:581] : INFO : Epoch 963 | loss: 0.0313391 | val_loss: 0.031344 | Time: 1612.75 ms [2020-12-12 10:35:39 main:581] : INFO : Epoch 964 | loss: 0.031334 | val_loss: 0.0313445 | Time: 1609.29 ms [2020-12-12 10:35:40 main:581] : INFO : Epoch 965 | loss: 0.03133 | val_loss: 0.0313368 | Time: 1608.94 ms [2020-12-12 10:35:42 main:581] : INFO : Epoch 966 | loss: 0.0313319 | val_loss: 0.0313527 | Time: 1625.83 ms [2020-12-12 10:35:44 main:581] : INFO : Epoch 967 | loss: 0.031337 | val_loss: 0.0313422 | Time: 1643.27 ms [2020-12-12 10:35:45 main:581] : INFO : Epoch 968 | loss: 0.0313307 | val_loss: 0.0313395 | Time: 1589.22 ms [2020-12-12 10:35:47 main:581] : INFO : Epoch 969 | loss: 0.0313304 | val_loss: 0.0313451 | Time: 1616.27 ms [2020-12-12 10:35:48 main:581] : INFO : Epoch 970 | loss: 0.0313329 | val_loss: 0.0313526 | Time: 1606.51 ms [2020-12-12 10:35:50 main:581] : INFO : Epoch 971 | loss: 0.0313404 | val_loss: 0.0313656 | Time: 1649.02 ms [2020-12-12 10:35:52 main:581] : INFO : Epoch 972 | loss: 0.0313357 | val_loss: 0.0313473 | Time: 1613.58 ms [2020-12-12 10:35:53 main:581] : INFO : Epoch 973 | loss: 0.0313353 | val_loss: 0.031348 | Time: 1606.56 ms [2020-12-12 10:35:55 main:581] : INFO : Epoch 974 | loss: 0.0313541 | val_loss: 0.0313584 | Time: 1591.02 ms [2020-12-12 10:35:56 main:581] : INFO : Epoch 975 | loss: 0.0313382 | val_loss: 0.0313443 | Time: 1603.34 ms [2020-12-12 10:35:58 main:581] : INFO : Epoch 976 | loss: 0.0313369 | val_loss: 0.0313484 | Time: 1591.86 ms [2020-12-12 10:36:00 main:581] : INFO : Epoch 977 | loss: 0.0313408 | val_loss: 0.0313722 | Time: 1604 ms [2020-12-12 10:36:01 main:581] : INFO : Epoch 978 | loss: 0.0313405 | val_loss: 0.031341 | Time: 1595.91 ms [2020-12-12 10:36:03 main:581] : INFO : Epoch 979 | loss: 0.031332 | val_loss: 0.0313502 | Time: 1602.95 ms [2020-12-12 10:36:04 main:581] : INFO : Epoch 980 | loss: 0.0313285 | val_loss: 0.0313433 | Time: 1622.12 ms [2020-12-12 10:36:06 main:581] : INFO : Epoch 981 | loss: 0.0313296 | val_loss: 0.0313439 | Time: 1620.93 ms [2020-12-12 10:36:08 main:581] : INFO : Epoch 982 | loss: 0.0313313 | val_loss: 0.0313401 | Time: 1613 ms [2020-12-12 10:36:09 main:581] : INFO : Epoch 983 | loss: 0.0313331 | val_loss: 0.0313451 | Time: 1612 ms [2020-12-12 10:36:11 main:581] : INFO : Epoch 984 | loss: 0.0313302 | val_loss: 0.0313414 | Time: 1619.6 ms [2020-12-12 10:36:12 main:581] : INFO : Epoch 985 | loss: 0.0313508 | val_loss: 0.0313537 | Time: 1613.82 ms [2020-12-12 10:36:14 main:581] : INFO : Epoch 986 | loss: 0.0313435 | val_loss: 0.0313471 | Time: 1667.99 ms [2020-12-12 10:36:16 main:581] : INFO : Epoch 987 | loss: 0.031335 | val_loss: 0.0313504 | Time: 1599.88 ms [2020-12-12 10:36:17 main:581] : INFO : Epoch 988 | loss: 0.0313324 | val_loss: 0.0313499 | Time: 1587.49 ms [2020-12-12 10:36:19 main:581] : INFO : Epoch 989 | loss: 0.0313341 | val_loss: 0.0313469 | Time: 1588.22 ms [2020-12-12 10:36:21 main:581] : INFO : Epoch 990 | loss: 0.0313398 | val_loss: 0.0313435 | Time: 1591.41 ms [2020-12-12 10:36:22 main:581] : INFO : Epoch 991 | loss: 0.0313351 | val_loss: 0.0313457 | Time: 1598.14 ms [2020-12-12 10:36:24 main:581] : INFO : Epoch 992 | loss: 0.0313304 | val_loss: 0.0313506 | Time: 1610.52 ms [2020-12-12 10:36:25 main:581] : INFO : Epoch 993 | loss: 0.0313317 | val_loss: 0.0313443 | Time: 1617.96 ms [2020-12-12 10:36:27 main:581] : INFO : Epoch 994 | loss: 0.0313286 | val_loss: 0.0313431 | Time: 1609.41 ms [2020-12-12 10:36:29 main:581] : INFO : Epoch 995 | loss: 0.0313328 | val_loss: 0.0313495 | Time: 1734.82 ms [2020-12-12 10:36:30 main:581] : INFO : Epoch 996 | loss: 0.0313618 | val_loss: 0.0313671 | Time: 1711.25 ms [2020-12-12 10:36:32 main:581] : INFO : Epoch 997 | loss: 0.0313471 | val_loss: 0.0313489 | Time: 1729.3 ms [2020-12-12 10:36:34 main:581] : INFO : Epoch 998 | loss: 0.031335 | val_loss: 0.0313498 | Time: 1731.22 ms [2020-12-12 10:36:36 main:581] : INFO : Epoch 999 | loss: 0.0313304 | val_loss: 0.0313402 | Time: 1710.17 ms [2020-12-12 10:36:37 main:581] : INFO : Epoch 1000 | loss: 0.0313343 | val_loss: 0.0313471 | Time: 1736.84 ms [2020-12-12 10:36:39 main:581] : INFO : Epoch 1001 | loss: 0.031336 | val_loss: 0.0313444 | Time: 1680.91 ms [2020-12-12 10:36:41 main:581] : INFO : Epoch 1002 | loss: 0.0313298 | val_loss: 0.0313459 | Time: 1690.43 ms [2020-12-12 10:36:42 main:581] : INFO : Epoch 1003 | loss: 0.0313327 | val_loss: 0.0313454 | Time: 1670.13 ms [2020-12-12 10:36:44 main:581] : INFO : Epoch 1004 | loss: 0.0313364 | val_loss: 0.0313468 | Time: 1673.66 ms [2020-12-12 10:36:46 main:581] : INFO : Epoch 1005 | loss: 0.0313335 | val_loss: 0.0313491 | Time: 1665.39 ms [2020-12-12 10:36:47 main:581] : INFO : Epoch 1006 | loss: 0.0313352 | val_loss: 0.0313439 | Time: 1663.85 ms [2020-12-12 10:36:49 main:581] : INFO : Epoch 1007 | loss: 0.031346 | val_loss: 0.031368 | Time: 1689.11 ms [2020-12-12 10:36:51 main:581] : INFO : Epoch 1008 | loss: 0.0313353 | val_loss: 0.0313449 | Time: 1689.58 ms [2020-12-12 10:36:52 main:581] : INFO : Epoch 1009 | loss: 0.0313298 | val_loss: 0.0313419 | Time: 1667.89 ms [2020-12-12 10:36:54 main:581] : INFO : Epoch 1010 | loss: 0.0313308 | val_loss: 0.0313391 | Time: 1670.17 ms [2020-12-12 10:36:56 main:581] : INFO : Epoch 1011 | loss: 0.0313396 | val_loss: 0.0313578 | Time: 1702.42 ms [2020-12-12 10:36:57 main:581] : INFO : Epoch 1012 | loss: 0.0313337 | val_loss: 0.0313505 | Time: 1679.55 ms [2020-12-12 10:36:59 main:581] : INFO : Epoch 1013 | loss: 0.0313386 | val_loss: 0.0313711 | Time: 1690.62 ms [2020-12-12 10:37:01 main:581] : INFO : Epoch 1014 | loss: 0.0313438 | val_loss: 0.031342 | Time: 1696.42 ms [2020-12-12 10:37:03 main:581] : INFO : Epoch 1015 | loss: 0.031332 | val_loss: 0.0313417 | Time: 1666.41 ms [2020-12-12 10:37:04 main:581] : INFO : Epoch 1016 | loss: 0.0313287 | val_loss: 0.0313476 | Time: 1689.69 ms [2020-12-12 10:37:06 main:581] : INFO : Epoch 1017 | loss: 0.0313338 | val_loss: 0.0313497 | Time: 1655.11 ms [2020-12-12 10:37:07 main:581] : INFO : Epoch 1018 | loss: 0.0313422 | val_loss: 0.0313494 | Time: 1626.05 ms [2020-12-12 10:37:09 main:581] : INFO : Epoch 1019 | loss: 0.0313374 | val_loss: 0.0313481 | Time: 1618.71 ms [2020-12-12 10:37:11 main:581] : INFO : Epoch 1020 | loss: 0.0313355 | val_loss: 0.0313477 | Time: 1637.87 ms [2020-12-12 10:37:12 main:581] : INFO : Epoch 1021 | loss: 0.0313662 | val_loss: 0.0313558 | Time: 1619.9 ms [2020-12-12 10:37:14 main:581] : INFO : Epoch 1022 | loss: 0.0313421 | val_loss: 0.0313467 | Time: 1637.25 ms [2020-12-12 10:37:16 main:581] : INFO : Epoch 1023 | loss: 0.0313382 | val_loss: 0.0313458 | Time: 1628.37 ms [2020-12-12 10:37:17 main:581] : INFO : Epoch 1024 | loss: 0.031338 | val_loss: 0.0313488 | Time: 1642.55 ms [2020-12-12 10:37:17 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0313488 [2020-12-12 10:37:17 main:610] : INFO : Saving end state to config to file [2020-12-12 10:37:17 main:615] : INFO : Success, exiting.. 10:37:17 (1815061): 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)