Task 3315937
| Name | ParityModified-1605453662-21521-7_0 |
| Workunit | 1583143 |
| Created | 16 Dec 2020, 22:45:53 UTC |
| Sent | 21 Dec 2020, 0:16:08 UTC |
| Report deadline | 28 Dec 2020, 0:16:08 UTC |
| Received | 21 Dec 2020, 12:50:03 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5259 |
| Run time | 24 min 34 sec |
| CPU time | 24 min 31 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 6,566.84 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 | 13.42 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.14</core_client_version> <![CDATA[ <stderr_txt> ss: 0.0312507 | val_loss: 0.0312503 | Time: 1433.78 ms [2020-12-21 07:02:00 main:581] : INFO : Epoch 510 | loss: 0.0312523 | val_loss: 0.0312516 | Time: 1447.81 ms [2020-12-21 07:02:01 main:581] : INFO : Epoch 511 | loss: 0.0312503 | val_loss: 0.0312498 | Time: 1472.84 ms [2020-12-21 07:02:02 main:581] : INFO : Epoch 512 | loss: 0.0312501 | val_loss: 0.03125 | Time: 1496.57 ms [2020-12-21 07:02:04 main:581] : INFO : Epoch 513 | loss: 0.0312509 | val_loss: 0.0312512 | Time: 1450.97 ms [2020-12-21 07:02:05 main:581] : INFO : Epoch 514 | loss: 0.0312499 | val_loss: 0.0312493 | Time: 1456.18 ms [2020-12-21 07:02:07 main:581] : INFO : Epoch 515 | loss: 0.0312497 | val_loss: 0.0312498 | Time: 1478.41 ms [2020-12-21 07:02:08 main:581] : INFO : Epoch 516 | loss: 0.0312496 | val_loss: 0.0312512 | Time: 1442.15 ms [2020-12-21 07:02:10 main:581] : INFO : Epoch 517 | loss: 0.0312496 | val_loss: 0.0312501 | Time: 1448.85 ms [2020-12-21 07:02:11 main:581] : INFO : Epoch 518 | loss: 0.0312517 | val_loss: 0.0312542 | Time: 1467.9 ms [2020-12-21 07:02:13 main:581] : INFO : Epoch 519 | loss: 0.0312514 | val_loss: 0.0312503 | Time: 1445.83 ms [2020-12-21 07:02:14 main:581] : INFO : Epoch 520 | loss: 0.0312497 | val_loss: 0.0312501 | Time: 1450.54 ms [2020-12-21 07:02:16 main:581] : INFO : Epoch 521 | loss: 0.0312499 | val_loss: 0.0312504 | Time: 1436.51 ms [2020-12-21 07:02:17 main:581] : INFO : Epoch 522 | loss: 0.031251 | val_loss: 0.0312529 | Time: 1457.8 ms [2020-12-21 07:02:18 main:581] : INFO : Epoch 523 | loss: 0.03125 | val_loss: 0.0312506 | Time: 1449.62 ms [2020-12-21 07:02:20 main:581] : INFO : Epoch 524 | loss: 0.0312494 | val_loss: 0.031251 | Time: 1469.6 ms [2020-12-21 07:02:21 main:581] : INFO : Epoch 525 | loss: 0.0312497 | val_loss: 0.0312505 | Time: 1443.69 ms [2020-12-21 07:02:23 main:581] : INFO : Epoch 526 | loss: 0.0312501 | val_loss: 0.0312497 | Time: 1425.59 ms [2020-12-21 07:02:24 main:581] : INFO : Epoch 527 | loss: 0.0312498 | val_loss: 0.0312501 | Time: 1437.4 ms [2020-12-21 07:02:26 main:581] : INFO : Epoch 528 | loss: 0.0312498 | val_loss: 0.0312496 | Time: 1438.48 ms [2020-12-21 07:02:27 main:581] : INFO : Epoch 529 | loss: 0.03125 | val_loss: 0.0312506 | Time: 1445.3 ms [2020-12-21 07:02:29 main:581] : INFO : Epoch 530 | loss: 0.0312498 | val_loss: 0.0312496 | Time: 1424.81 ms [2020-12-21 07:02:30 main:581] : INFO : Epoch 531 | loss: 0.0312497 | val_loss: 0.0312502 | Time: 1446.55 ms [2020-12-21 07:02:31 main:581] : INFO : Epoch 532 | loss: 0.03125 | val_loss: 0.0312495 | Time: 1434.01 ms [2020-12-21 07:02:33 main:581] : INFO : Epoch 533 | loss: 0.0312496 | val_loss: 0.0312499 | Time: 1467.21 ms [2020-12-21 07:02:34 main:581] : INFO : Epoch 534 | loss: 0.03125 | val_loss: 0.0312501 | Time: 1455.46 ms [2020-12-21 07:02:36 main:581] : INFO : Epoch 535 | loss: 0.0312498 | val_loss: 0.0312504 | Time: 1445.82 ms [2020-12-21 07:02:37 main:581] : INFO : Epoch 536 | loss: 0.0312498 | val_loss: 0.0312503 | Time: 1447.79 ms [2020-12-21 07:02:39 main:581] : INFO : Epoch 537 | loss: 0.0312496 | val_loss: 0.0312499 | Time: 1426.42 ms [2020-12-21 07:02:40 main:581] : INFO : Epoch 538 | loss: 0.0312495 | val_loss: 0.0312494 | Time: 1449 ms [2020-12-21 07:02:42 main:581] : INFO : Epoch 539 | loss: 0.0312497 | val_loss: 0.0312498 | Time: 1464.56 ms [2020-12-21 07:02:43 main:581] : INFO : Epoch 540 | loss: 0.03125 | val_loss: 0.0312504 | Time: 1442.68 ms [2020-12-21 07:02:44 main:581] : INFO : Epoch 541 | loss: 0.0312499 | val_loss: 0.03125 | Time: 1446.21 ms [2020-12-21 07:02:46 main:581] : INFO : Epoch 542 | loss: 0.0312498 | val_loss: 0.0312519 | Time: 1431.66 ms [2020-12-21 07:02:47 main:581] : INFO : Epoch 543 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 1439.25 ms [2020-12-21 07:02:49 main:581] : INFO : Epoch 544 | loss: 0.0312493 | val_loss: 0.0312498 | Time: 1433.21 ms [2020-12-21 07:02:50 main:581] : INFO : Epoch 545 | loss: 0.0312493 | val_loss: 0.0312502 | Time: 1419.06 ms [2020-12-21 07:02:52 main:581] : INFO : Epoch 546 | loss: 0.0312499 | val_loss: 0.0312492 | Time: 1438.54 ms [2020-12-21 07:02:53 main:581] : INFO : Epoch 547 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 1436.23 ms [2020-12-21 07:02:54 main:581] : INFO : Epoch 548 | loss: 0.0312499 | val_loss: 0.0312491 | Time: 1404.3 ms [2020-12-21 07:02:56 main:581] : INFO : Epoch 549 | loss: 0.0312501 | val_loss: 0.0312496 | Time: 1412.42 ms [2020-12-21 07:02:57 main:581] : INFO : Epoch 550 | loss: 0.0312494 | val_loss: 0.0312515 | Time: 1437.94 ms [2020-12-21 07:02:59 main:581] : INFO : Epoch 551 | loss: 0.0312496 | val_loss: 0.03125 | Time: 1442.3 ms [2020-12-21 07:03:00 main:581] : INFO : Epoch 552 | loss: 0.0312502 | val_loss: 0.0312498 | Time: 1422.78 ms [2020-12-21 07:03:02 main:581] : INFO : Epoch 553 | loss: 0.0312501 | val_loss: 0.0312496 | Time: 1406.53 ms [2020-12-21 07:03:03 main:581] : INFO : Epoch 554 | loss: 0.0312494 | val_loss: 0.0312492 | Time: 1412.68 ms [2020-12-21 07:03:04 main:581] : INFO : Epoch 555 | loss: 0.0312488 | val_loss: 0.0312489 | Time: 1423.04 ms [2020-12-21 07:03:06 main:581] : INFO : Epoch 556 | loss: 0.031249 | val_loss: 0.0312494 | Time: 1409.46 ms [2020-12-21 07:03:07 main:581] : INFO : Epoch 557 | loss: 0.0312498 | val_loss: 0.0312494 | Time: 1407.04 ms [2020-12-21 07:03:09 main:581] : INFO : Epoch 558 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 1419.65 ms [2020-12-21 07:03:10 main:581] : INFO : Epoch 559 | loss: 0.0312497 | val_loss: 0.0312501 | Time: 1438.38 ms [2020-12-21 07:03:12 main:581] : INFO : Epoch 560 | loss: 0.03125 | val_loss: 0.0312496 | Time: 1438.81 ms [2020-12-21 07:03:13 main:581] : INFO : Epoch 561 | loss: 0.0312493 | val_loss: 0.0312512 | Time: 1443.53 ms [2020-12-21 07:03:14 main:581] : INFO : Epoch 562 | loss: 0.0312508 | val_loss: 0.031251 | Time: 1410.31 ms [2020-12-21 07:03:16 main:581] : INFO : Epoch 563 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 1430.97 ms [2020-12-21 07:03:17 main:581] : INFO : Epoch 564 | loss: 0.03125 | val_loss: 0.0312504 | Time: 1410.78 ms [2020-12-21 07:03:19 main:581] : INFO : Epoch 565 | loss: 0.03125 | val_loss: 0.0312493 | Time: 1407.87 ms [2020-12-21 07:03:20 main:581] : INFO : Epoch 566 | loss: 0.0312496 | val_loss: 0.0312495 | Time: 1441.81 ms [2020-12-21 07:03:22 main:581] : INFO : Epoch 567 | loss: 0.0312494 | val_loss: 0.0312494 | Time: 1402.54 ms [2020-12-21 07:03:23 main:581] : INFO : Epoch 568 | loss: 0.0312502 | val_loss: 0.0312498 | Time: 1426.84 ms [2020-12-21 07:03:24 main:581] : INFO : Epoch 569 | loss: 0.0312495 | val_loss: 0.0312514 | Time: 1423.96 ms [2020-12-21 07:03:26 main:581] : INFO : Epoch 570 | loss: 0.0312509 | val_loss: 0.0312493 | Time: 1422.86 ms [2020-12-21 07:03:27 main:581] : INFO : Epoch 571 | loss: 0.0312503 | val_loss: 0.03125 | Time: 1404.35 ms [2020-12-21 07:03:29 main:581] : INFO : Epoch 572 | loss: 0.0312496 | val_loss: 0.0312497 | Time: 1420.25 ms [2020-12-21 07:03:30 main:581] : INFO : Epoch 573 | loss: 0.03125 | val_loss: 0.0312512 | Time: 1425.43 ms [2020-12-21 07:03:31 main:581] : INFO : Epoch 574 | loss: 0.0312508 | val_loss: 0.0312547 | Time: 1399.26 ms [2020-12-21 07:03:33 main:581] : INFO : Epoch 575 | loss: 0.031251 | val_loss: 0.0312505 | Time: 1438.21 ms [2020-12-21 07:03:34 main:581] : INFO : Epoch 576 | loss: 0.0312497 | val_loss: 0.0312497 | Time: 1426.4 ms [2020-12-21 07:03:36 main:581] : INFO : Epoch 577 | loss: 0.0312496 | val_loss: 0.0312498 | Time: 1403.14 ms [2020-12-21 07:03:37 main:581] : INFO : Epoch 578 | loss: 0.0312496 | val_loss: 0.03125 | Time: 1417.68 ms [2020-12-21 07:03:39 main:581] : INFO : Epoch 579 | loss: 0.0312498 | val_loss: 0.0312499 | Time: 1415.12 ms [2020-12-21 07:03:40 main:581] : INFO : Epoch 580 | loss: 0.0312496 | val_loss: 0.0312495 | Time: 1395.33 ms [2020-12-21 07:03:41 main:581] : INFO : Epoch 581 | loss: 0.0312511 | val_loss: 0.031254 | Time: 1421.49 ms [2020-12-21 07:03:43 main:581] : INFO : Epoch 582 | loss: 0.0312513 | val_loss: 0.0312497 | Time: 1432.56 ms [2020-12-21 07:03:44 main:581] : INFO : Epoch 583 | loss: 0.0312497 | val_loss: 0.0312505 | Time: 1425.51 ms [2020-12-21 07:03:46 main:581] : INFO : Epoch 584 | loss: 0.0312498 | val_loss: 0.0312506 | Time: 1420.42 ms [2020-12-21 07:03:47 main:581] : INFO : Epoch 585 | loss: 0.0312501 | val_loss: 0.0312509 | Time: 1426.01 ms [2020-12-21 07:03:48 main:581] : INFO : Epoch 586 | loss: 0.0312499 | val_loss: 0.0312506 | Time: 1422.91 ms [2020-12-21 07:03:50 main:581] : INFO : Epoch 587 | loss: 0.0312496 | val_loss: 0.0312506 | Time: 1411.67 ms [2020-12-21 07:03:51 main:581] : INFO : Epoch 588 | loss: 0.0312498 | val_loss: 0.031252 | Time: 1397.71 ms [2020-12-21 07:03:53 main:581] : INFO : Epoch 589 | loss: 0.03125 | val_loss: 0.0312508 | Time: 1411.11 ms [2020-12-21 07:03:54 main:581] : INFO : Epoch 590 | loss: 0.0312495 | val_loss: 0.0312504 | Time: 1435.65 ms [2020-12-21 07:03:56 main:581] : INFO : Epoch 591 | loss: 0.0312495 | val_loss: 0.0312497 | Time: 1419.01 ms [2020-12-21 07:03:57 main:581] : INFO : Epoch 592 | loss: 0.0312497 | val_loss: 0.0312501 | Time: 1421.8 ms [2020-12-21 07:03:58 main:581] : INFO : Epoch 593 | loss: 0.0312502 | val_loss: 0.0312512 | Time: 1435.34 ms [2020-12-21 07:04:00 main:581] : INFO : Epoch 594 | loss: 0.0312513 | val_loss: 0.0312552 | Time: 1442.08 ms [2020-12-21 07:04:01 main:581] : INFO : Epoch 595 | loss: 0.0312503 | val_loss: 0.03125 | Time: 1440.29 ms [2020-12-21 07:04:03 main:581] : INFO : Epoch 596 | loss: 0.0312495 | val_loss: 0.03125 | Time: 1438.54 ms [2020-12-21 07:04:04 main:581] : INFO : Epoch 597 | loss: 0.0312497 | val_loss: 0.0312508 | Time: 1458.85 ms [2020-12-21 07:04:06 main:581] : INFO : Epoch 598 | loss: 0.0312495 | val_loss: 0.0312501 | Time: 1443.39 ms [2020-12-21 07:04:07 main:581] : INFO : Epoch 599 | loss: 0.0312497 | val_loss: 0.0312498 | Time: 1448.33 ms [2020-12-21 07:04:09 main:581] : INFO : Epoch 600 | loss: 0.0312498 | val_loss: 0.0312503 | Time: 1450 ms [2020-12-21 07:04:10 main:581] : INFO : Epoch 601 | loss: 0.0312508 | val_loss: 0.0312512 | Time: 1426.91 ms [2020-12-21 07:04:11 main:581] : INFO : Epoch 602 | loss: 0.0312501 | val_loss: 0.0312512 | Time: 1417.07 ms [2020-12-21 07:04:13 main:581] : INFO : Epoch 603 | loss: 0.031251 | val_loss: 0.0312511 | Time: 1408.77 ms [2020-12-21 07:04:14 main:581] : INFO : Epoch 604 | loss: 0.0312498 | val_loss: 0.0312498 | Time: 1406.86 ms [2020-12-21 07:04:16 main:581] : INFO : Epoch 605 | loss: 0.0312501 | val_loss: 0.0312498 | Time: 1407.23 ms [2020-12-21 07:04:17 main:581] : INFO : Epoch 606 | loss: 0.0312497 | val_loss: 0.0312515 | Time: 1408.55 ms [2020-12-21 07:04:18 main:581] : INFO : Epoch 607 | loss: 0.0312508 | val_loss: 0.0312506 | Time: 1412.49 ms [2020-12-21 07:04:20 main:581] : INFO : Epoch 608 | loss: 0.0312498 | val_loss: 0.0312495 | Time: 1401.98 ms [2020-12-21 07:04:21 main:581] : INFO : Epoch 609 | loss: 0.0312503 | val_loss: 0.0312534 | Time: 1398.94 ms [2020-12-21 07:04:23 main:581] : INFO : Epoch 610 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 1421.53 ms [2020-12-21 07:04:24 main:581] : INFO : Epoch 611 | loss: 0.0312496 | val_loss: 0.0312498 | Time: 1404.43 ms [2020-12-21 07:04:25 main:581] : INFO : Epoch 612 | loss: 0.0312493 | val_loss: 0.0312505 | Time: 1411.61 ms [2020-12-21 07:04:27 main:581] : INFO : Epoch 613 | loss: 0.0312495 | val_loss: 0.0312499 | Time: 1407.55 ms [2020-12-21 07:04:28 main:581] : INFO : Epoch 614 | loss: 0.0312494 | val_loss: 0.0312499 | Time: 1416.26 ms [2020-12-21 07:04:30 main:581] : INFO : Epoch 615 | loss: 0.0312494 | val_loss: 0.0312497 | Time: 1400.56 ms [2020-12-21 07:04:31 main:581] : INFO : Epoch 616 | loss: 0.0312498 | val_loss: 0.0312501 | Time: 1403.52 ms [2020-12-21 07:04:32 main:581] : INFO : Epoch 617 | loss: 0.0312497 | val_loss: 0.0312524 | Time: 1382.3 ms [2020-12-21 07:04:34 main:581] : INFO : Epoch 618 | loss: 0.0312497 | val_loss: 0.0312509 | Time: 1435.78 ms [2020-12-21 07:04:35 main:581] : INFO : Epoch 619 | loss: 0.0312497 | val_loss: 0.0312507 | Time: 1424.65 ms [2020-12-21 07:04:37 main:581] : INFO : Epoch 620 | loss: 0.0312501 | val_loss: 0.0312512 | Time: 1401.03 ms [2020-12-21 07:04:38 main:581] : INFO : Epoch 621 | loss: 0.0312503 | val_loss: 0.0312512 | Time: 1399.71 ms [2020-12-21 07:04:40 main:581] : INFO : Epoch 622 | loss: 0.0312495 | val_loss: 0.0312503 | Time: 1433.39 ms [2020-12-21 07:04:41 main:581] : INFO : Epoch 623 | loss: 0.0312499 | val_loss: 0.0312497 | Time: 1405.56 ms [2020-12-21 07:04:42 main:581] : INFO : Epoch 624 | loss: 0.0312498 | val_loss: 0.031251 | Time: 1406.22 ms [2020-12-21 07:04:44 main:581] : INFO : Epoch 625 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 1412.44 ms [2020-12-21 07:04:45 main:581] : INFO : Epoch 626 | loss: 0.03125 | val_loss: 0.0312501 | Time: 1391.12 ms [2020-12-21 07:04:47 main:581] : INFO : Epoch 627 | loss: 0.0312502 | val_loss: 0.0312509 | Time: 1401.77 ms [2020-12-21 07:04:48 main:581] : INFO : Epoch 628 | loss: 0.0312503 | val_loss: 0.0312498 | Time: 1413.31 ms [2020-12-21 07:04:49 main:581] : INFO : Epoch 629 | loss: 0.0312497 | val_loss: 0.0312496 | Time: 1404.78 ms [2020-12-21 07:04:51 main:581] : INFO : Epoch 630 | loss: 0.0312497 | val_loss: 0.0312515 | Time: 1400.63 ms [2020-12-21 07:04:52 main:581] : INFO : Epoch 631 | loss: 0.03125 | val_loss: 0.0312503 | Time: 1394.28 ms [2020-12-21 07:04:54 main:581] : INFO : Epoch 632 | loss: 0.0312495 | val_loss: 0.0312501 | Time: 1409.36 ms [2020-12-21 07:04:55 main:581] : INFO : Epoch 633 | loss: 0.0312503 | val_loss: 0.0312499 | Time: 1411.14 ms [2020-12-21 07:04:56 main:581] : INFO : Epoch 634 | loss: 0.03125 | val_loss: 0.0312504 | Time: 1401.34 ms [2020-12-21 07:04:58 main:581] : INFO : Epoch 635 | loss: 0.0312495 | val_loss: 0.0312505 | Time: 1411.08 ms [2020-12-21 07:04:59 main:581] : INFO : Epoch 636 | loss: 0.0312501 | val_loss: 0.0312511 | Time: 1411.26 ms [2020-12-21 07:05:01 main:581] : INFO : Epoch 637 | loss: 0.03125 | val_loss: 0.0312506 | Time: 1405.6 ms [2020-12-21 07:05:02 main:581] : INFO : Epoch 638 | loss: 0.0312494 | val_loss: 0.0312504 | Time: 1405.03 ms [2020-12-21 07:05:03 main:581] : INFO : Epoch 639 | loss: 0.0312497 | val_loss: 0.0312505 | Time: 1408.12 ms [2020-12-21 07:05:05 main:581] : INFO : Epoch 640 | loss: 0.0312517 | val_loss: 0.0312506 | Time: 1404.37 ms [2020-12-21 07:05:06 main:581] : INFO : Epoch 641 | loss: 0.0312502 | val_loss: 0.0312508 | Time: 1389.26 ms [2020-12-21 07:05:08 main:581] : INFO : Epoch 642 | loss: 0.031251 | val_loss: 0.0312514 | Time: 1403.08 ms [2020-12-21 07:05:09 main:581] : INFO : Epoch 643 | loss: 0.0312512 | val_loss: 0.031251 | Time: 1430.05 ms [2020-12-21 07:05:11 main:581] : INFO : Epoch 644 | loss: 0.0312498 | val_loss: 0.0312501 | Time: 1413.74 ms [2020-12-21 07:05:12 main:581] : INFO : Epoch 645 | loss: 0.0312493 | val_loss: 0.0312501 | Time: 1398.41 ms [2020-12-21 07:05:13 main:581] : INFO : Epoch 646 | loss: 0.0312497 | val_loss: 0.0312519 | Time: 1395.7 ms [2020-12-21 07:05:15 main:581] : INFO : Epoch 647 | loss: 0.0312511 | val_loss: 0.0312504 | Time: 1412.68 ms [2020-12-21 07:05:16 main:581] : INFO : Epoch 648 | loss: 0.0312497 | val_loss: 0.0312497 | Time: 1425.98 ms [2020-12-21 07:05:18 main:581] : INFO : Epoch 649 | loss: 0.03125 | val_loss: 0.0312499 | Time: 1408.37 ms [2020-12-21 07:05:19 main:581] : INFO : Epoch 650 | loss: 0.03125 | val_loss: 0.0312499 | Time: 1389.83 ms [2020-12-21 07:05:20 main:581] : INFO : Epoch 651 | loss: 0.0312495 | val_loss: 0.0312502 | Time: 1420 ms [2020-12-21 07:05:22 main:581] : INFO : Epoch 652 | loss: 0.0312495 | val_loss: 0.03125 | Time: 1434.04 ms [2020-12-21 07:05:23 main:581] : INFO : Epoch 653 | loss: 0.0312499 | val_loss: 0.0312506 | Time: 1417.27 ms [2020-12-21 07:05:25 main:581] : INFO : Epoch 654 | loss: 0.0312496 | val_loss: 0.0312501 | Time: 1434.35 ms [2020-12-21 07:05:26 main:581] : INFO : Epoch 655 | loss: 0.0312496 | val_loss: 0.0312505 | Time: 1450.33 ms [2020-12-21 07:05:28 main:581] : INFO : Epoch 656 | loss: 0.0312507 | val_loss: 0.0312495 | Time: 1438.59 ms [2020-12-21 07:05:29 main:581] : INFO : Epoch 657 | loss: 0.03125 | val_loss: 0.0312501 | Time: 1434.69 ms [2020-12-21 07:05:30 main:581] : INFO : Epoch 658 | loss: 0.0312497 | val_loss: 0.0312504 | Time: 1449.14 ms [2020-12-21 07:05:32 main:581] : INFO : Epoch 659 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 1438.37 ms [2020-12-21 07:05:33 main:581] : INFO : Epoch 660 | loss: 0.0312495 | val_loss: 0.0312499 | Time: 1429.22 ms [2020-12-21 07:05:35 main:581] : INFO : Epoch 661 | loss: 0.0312496 | val_loss: 0.0312498 | Time: 1426.69 ms [2020-12-21 07:05:36 main:581] : INFO : Epoch 662 | loss: 0.0312503 | val_loss: 0.0312508 | Time: 1439.1 ms [2020-12-21 07:05:38 main:581] : INFO : Epoch 663 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 1424.52 ms [2020-12-21 07:05:39 main:581] : INFO : Epoch 664 | loss: 0.03125 | val_loss: 0.0312491 | Time: 1449.37 ms [2020-12-21 07:05:40 main:581] : INFO : Epoch 665 | loss: 0.0312501 | val_loss: 0.0312518 | Time: 1437.8 ms [2020-12-21 07:05:42 main:581] : INFO : Epoch 666 | loss: 0.0312496 | val_loss: 0.0312499 | Time: 1440.58 ms [2020-12-21 07:05:43 main:581] : INFO : Epoch 667 | loss: 0.0312492 | val_loss: 0.0312501 | Time: 1450.91 ms [2020-12-21 07:05:45 main:581] : INFO : Epoch 668 | loss: 0.0312497 | val_loss: 0.0312497 | Time: 1439.35 ms [2020-12-21 07:05:46 main:581] : INFO : Epoch 669 | loss: 0.03125 | val_loss: 0.0312507 | Time: 1444.27 ms [2020-12-21 07:05:48 main:581] : INFO : Epoch 670 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 1458.73 ms [2020-12-21 07:05:49 main:581] : INFO : Epoch 671 | loss: 0.03125 | val_loss: 0.03125 | Time: 1421.99 ms [2020-12-21 07:05:51 main:581] : INFO : Epoch 672 | loss: 0.0312494 | val_loss: 0.0312498 | Time: 1439.31 ms [2020-12-21 07:05:52 main:581] : INFO : Epoch 673 | loss: 0.0312496 | val_loss: 0.0312503 | Time: 1420.49 ms [2020-12-21 07:05:53 main:581] : INFO : Epoch 674 | loss: 0.0312503 | val_loss: 0.0312531 | Time: 1416.2 ms [2020-12-21 07:05:55 main:581] : INFO : Epoch 675 | loss: 0.0312509 | val_loss: 0.0312501 | Time: 1429.29 ms [2020-12-21 07:05:56 main:581] : INFO : Epoch 676 | loss: 0.0312526 | val_loss: 0.0312503 | Time: 1451.01 ms [2020-12-21 07:05:58 main:581] : INFO : Epoch 677 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 1435.28 ms [2020-12-21 07:05:59 main:581] : INFO : Epoch 678 | loss: 0.0312496 | val_loss: 0.0312503 | Time: 1418.56 ms [2020-12-21 07:06:01 main:581] : INFO : Epoch 679 | loss: 0.0312499 | val_loss: 0.0312508 | Time: 1431.44 ms [2020-12-21 07:06:02 main:581] : INFO : Epoch 680 | loss: 0.0312498 | val_loss: 0.03125 | Time: 1454.71 ms [2020-12-21 07:06:03 main:581] : INFO : Epoch 681 | loss: 0.0312496 | val_loss: 0.0312496 | Time: 1444.7 ms [2020-12-21 07:06:05 main:581] : INFO : Epoch 682 | loss: 0.0312494 | val_loss: 0.0312496 | Time: 1442.19 ms [2020-12-21 07:06:06 main:581] : INFO : Epoch 683 | loss: 0.0312493 | val_loss: 0.0312493 | Time: 1426.53 ms [2020-12-21 07:06:08 main:581] : INFO : Epoch 684 | loss: 0.0312497 | val_loss: 0.0312504 | Time: 1433.67 ms [2020-12-21 07:06:09 main:581] : INFO : Epoch 685 | loss: 0.0312502 | val_loss: 0.0312495 | Time: 1445.83 ms [2020-12-21 07:06:11 main:581] : INFO : Epoch 686 | loss: 0.03125 | val_loss: 0.0312497 | Time: 1423.56 ms [2020-12-21 07:06:12 main:581] : INFO : Epoch 687 | loss: 0.03125 | val_loss: 0.0312495 | Time: 1453.82 ms [2020-12-21 07:06:14 main:581] : INFO : Epoch 688 | loss: 0.0312494 | val_loss: 0.0312496 | Time: 1430.82 ms [2020-12-21 07:06:15 main:581] : INFO : Epoch 689 | loss: 0.0312494 | val_loss: 0.0312497 | Time: 1443.27 ms [2020-12-21 07:06:16 main:581] : INFO : Epoch 690 | loss: 0.0312496 | val_loss: 0.0312504 | Time: 1419.73 ms [2020-12-21 07:06:18 main:581] : INFO : Epoch 691 | loss: 0.0312507 | val_loss: 0.0312508 | Time: 1416.16 ms [2020-12-21 07:06:19 main:581] : INFO : Epoch 692 | loss: 0.0312509 | val_loss: 0.0312497 | Time: 1419.19 ms [2020-12-21 07:06:21 main:581] : INFO : Epoch 693 | loss: 0.0312498 | val_loss: 0.0312529 | Time: 1417.3 ms [2020-12-21 07:06:22 main:581] : INFO : Epoch 694 | loss: 0.03125 | val_loss: 0.0312496 | Time: 1410.43 ms [2020-12-21 07:06:23 main:581] : INFO : Epoch 695 | loss: 0.0312498 | val_loss: 0.0312492 | Time: 1413.99 ms [2020-12-21 07:06:25 main:581] : INFO : Epoch 696 | loss: 0.0312493 | val_loss: 0.0312498 | Time: 1409.86 ms [2020-12-21 07:06:26 main:581] : INFO : Epoch 697 | loss: 0.0312493 | val_loss: 0.0312493 | Time: 1453.15 ms [2020-12-21 07:06:28 main:581] : INFO : Epoch 698 | loss: 0.0312499 | val_loss: 0.0312495 | Time: 1436.08 ms [2020-12-21 07:06:29 main:581] : INFO : Epoch 699 | loss: 0.0312502 | val_loss: 0.0312509 | Time: 1431.01 ms [2020-12-21 07:06:31 main:581] : INFO : Epoch 700 | loss: 0.03125 | val_loss: 0.0312513 | Time: 1424.25 ms [2020-12-21 07:06:32 main:581] : INFO : Epoch 701 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 1439.17 ms [2020-12-21 07:06:33 main:581] : INFO : Epoch 702 | loss: 0.0312497 | val_loss: 0.0312491 | Time: 1408.47 ms [2020-12-21 07:06:35 main:581] : INFO : Epoch 703 | loss: 0.0312502 | val_loss: 0.0312507 | Time: 1414.66 ms [2020-12-21 07:06:36 main:581] : INFO : Epoch 704 | loss: 0.0312504 | val_loss: 0.0312499 | Time: 1408.85 ms [2020-12-21 07:06:38 main:581] : INFO : Epoch 705 | loss: 0.0312497 | val_loss: 0.0312492 | Time: 1418.98 ms [2020-12-21 07:06:39 main:581] : INFO : Epoch 706 | loss: 0.03125 | val_loss: 0.0312503 | Time: 1398.84 ms [2020-12-21 07:06:41 main:581] : INFO : Epoch 707 | loss: 0.0312498 | val_loss: 0.03125 | Time: 1407.99 ms [2020-12-21 07:06:42 main:581] : INFO : Epoch 708 | loss: 0.0312509 | val_loss: 0.0312565 | Time: 1428.27 ms [2020-12-21 07:06:43 main:581] : INFO : Epoch 709 | loss: 0.0312551 | val_loss: 0.031254 | Time: 1430.08 ms [2020-12-21 07:06:45 main:581] : INFO : Epoch 710 | loss: 0.0312509 | val_loss: 0.0312501 | Time: 1434.8 ms [2020-12-21 07:06:46 main:581] : INFO : Epoch 711 | loss: 0.0312502 | val_loss: 0.0312525 | Time: 1443.69 ms [2020-12-21 07:06:48 main:581] : INFO : Epoch 712 | loss: 0.0312509 | val_loss: 0.0312504 | Time: 1441.97 ms [2020-12-21 07:06:49 main:581] : INFO : Epoch 713 | loss: 0.0312513 | val_loss: 0.0312503 | Time: 1464.41 ms [2020-12-21 07:06:51 main:581] : INFO : Epoch 714 | loss: 0.031251 | val_loss: 0.0312505 | Time: 1506.18 ms [2020-12-21 07:06:52 main:581] : INFO : Epoch 715 | loss: 0.0312509 | val_loss: 0.0312508 | Time: 1482.3 ms [2020-12-21 07:06:54 main:581] : INFO : Epoch 716 | loss: 0.0312504 | val_loss: 0.0312509 | Time: 1440.75 ms [2020-12-21 07:06:55 main:581] : INFO : Epoch 717 | loss: 0.03125 | val_loss: 0.0312509 | Time: 1439.01 ms [2020-12-21 07:06:56 main:581] : INFO : Epoch 718 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 1441.54 ms [2020-12-21 07:06:58 main:581] : INFO : Epoch 719 | loss: 0.03125 | val_loss: 0.0312519 | Time: 1437.37 ms [2020-12-21 07:06:59 main:581] : INFO : Epoch 720 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 1472.2 ms [2020-12-21 07:07:01 main:581] : INFO : Epoch 721 | loss: 0.03125 | val_loss: 0.03125 | Time: 1463.83 ms [2020-12-21 07:07:02 main:581] : INFO : Epoch 722 | loss: 0.0312492 | val_loss: 0.0312502 | Time: 1441.75 ms [2020-12-21 07:07:04 main:581] : INFO : Epoch 723 | loss: 0.0312504 | val_loss: 0.0312512 | Time: 1516.48 ms [2020-12-21 07:07:05 main:581] : INFO : Epoch 724 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 1520.07 ms [2020-12-21 07:07:07 main:581] : INFO : Epoch 725 | loss: 0.0312497 | val_loss: 0.031251 | Time: 1472.03 ms [2020-12-21 07:07:08 main:581] : INFO : Epoch 726 | loss: 0.0312495 | val_loss: 0.0312506 | Time: 1473.94 ms [2020-12-21 07:07:10 main:581] : INFO : Epoch 727 | loss: 0.0312494 | val_loss: 0.0312501 | Time: 1477.85 ms [2020-12-21 07:07:11 main:581] : INFO : Epoch 728 | loss: 0.0312497 | val_loss: 0.0312514 | Time: 1450.56 ms [2020-12-21 07:07:13 main:581] : INFO : Epoch 729 | loss: 0.0312505 | val_loss: 0.03125 | Time: 1438.3 ms [2020-12-21 07:07:14 main:581] : INFO : Epoch 730 | loss: 0.0312509 | val_loss: 0.0312505 | Time: 1424.65 ms [2020-12-21 07:07:15 main:581] : INFO : Epoch 731 | loss: 0.03125 | val_loss: 0.0312505 | Time: 1421.62 ms [2020-12-21 07:07:17 main:581] : INFO : Epoch 732 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 1437.17 ms [2020-12-21 07:07:18 main:581] : INFO : Epoch 733 | loss: 0.0312497 | val_loss: 0.03125 | Time: 1418.94 ms [2020-12-21 07:07:20 main:581] : INFO : Epoch 734 | loss: 0.0312501 | val_loss: 0.0312522 | Time: 1419.53 ms [2020-12-21 07:07:21 main:581] : INFO : Epoch 735 | loss: 0.0312515 | val_loss: 0.0312521 | Time: 1426.59 ms [2020-12-21 07:07:23 main:581] : INFO : Epoch 736 | loss: 0.0312499 | val_loss: 0.0312504 | Time: 1412.22 ms [2020-12-21 07:07:24 main:581] : INFO : Epoch 737 | loss: 0.0312507 | val_loss: 0.0312529 | Time: 1424.01 ms [2020-12-21 07:07:25 main:581] : INFO : Epoch 738 | loss: 0.0312498 | val_loss: 0.03125 | Time: 1413.66 ms [2020-12-21 07:07:27 main:581] : INFO : Epoch 739 | loss: 0.03125 | val_loss: 0.03125 | Time: 1408.6 ms [2020-12-21 07:07:28 main:581] : INFO : Epoch 740 | loss: 0.0312496 | val_loss: 0.0312505 | Time: 1410.06 ms [2020-12-21 07:07:30 main:581] : INFO : Epoch 741 | loss: 0.0312491 | val_loss: 0.0312515 | Time: 1430.15 ms [2020-12-21 07:07:31 main:581] : INFO : Epoch 742 | loss: 0.03125 | val_loss: 0.0312507 | Time: 1422.74 ms [2020-12-21 07:07:33 main:581] : INFO : Epoch 743 | loss: 0.0312502 | val_loss: 0.0312519 | Time: 1407.92 ms [2020-12-21 07:07:34 main:581] : INFO : Epoch 744 | loss: 0.0312506 | val_loss: 0.0312501 | Time: 1401.62 ms [2020-12-21 07:07:35 main:581] : INFO : Epoch 745 | loss: 0.0312492 | val_loss: 0.0312508 | Time: 1419.86 ms [2020-12-21 07:07:37 main:581] : INFO : Epoch 746 | loss: 0.0312497 | val_loss: 0.031251 | Time: 1412.06 ms [2020-12-21 07:07:38 main:581] : INFO : Epoch 747 | loss: 0.0312497 | val_loss: 0.0312499 | Time: 1400.98 ms [2020-12-21 07:07:40 main:581] : INFO : Epoch 748 | loss: 0.0312494 | val_loss: 0.0312507 | Time: 1405.93 ms [2020-12-21 07:07:41 main:581] : INFO : Epoch 749 | loss: 0.0312502 | val_loss: 0.0312499 | Time: 1429.44 ms [2020-12-21 07:07:42 main:581] : INFO : Epoch 750 | loss: 0.0312497 | val_loss: 0.0312499 | Time: 1435.08 ms [2020-12-21 07:07:44 main:581] : INFO : Epoch 751 | loss: 0.0312498 | val_loss: 0.0312513 | Time: 1408.28 ms [2020-12-21 07:07:45 main:581] : INFO : Epoch 752 | loss: 0.0312505 | val_loss: 0.0312507 | Time: 1441.3 ms [2020-12-21 07:07:47 main:581] : INFO : Epoch 753 | loss: 0.0312509 | val_loss: 0.0312554 | Time: 1457.08 ms [2020-12-21 07:07:48 main:581] : INFO : Epoch 754 | loss: 0.0312511 | val_loss: 0.0312495 | Time: 1421.63 ms [2020-12-21 07:07:50 main:581] : INFO : Epoch 755 | loss: 0.0312504 | val_loss: 0.0312496 | Time: 1413.01 ms [2020-12-21 07:07:51 main:581] : INFO : Epoch 756 | loss: 0.0312512 | val_loss: 0.031251 | Time: 1411.07 ms [2020-12-21 07:07:52 main:581] : INFO : Epoch 757 | loss: 0.0312513 | val_loss: 0.03125 | Time: 1406.95 ms [2020-12-21 07:07:54 main:581] : INFO : Epoch 758 | loss: 0.0312514 | val_loss: 0.03125 | Time: 1400 ms [2020-12-21 07:07:55 main:581] : INFO : Epoch 759 | loss: 0.031251 | val_loss: 0.0312506 | Time: 1407.66 ms [2020-12-21 07:07:57 main:581] : INFO : Epoch 760 | loss: 0.0312503 | val_loss: 0.031251 | Time: 1424.54 ms [2020-12-21 07:07:58 main:581] : INFO : Epoch 761 | loss: 0.0312516 | val_loss: 0.0312495 | Time: 1421.22 ms [2020-12-21 07:07:59 main:581] : INFO : Epoch 762 | loss: 0.0312497 | val_loss: 0.0312493 | Time: 1424.75 ms [2020-12-21 07:08:01 main:581] : INFO : Epoch 763 | loss: 0.0312491 | val_loss: 0.0312511 | Time: 1446.9 ms [2020-12-21 07:08:02 main:581] : INFO : Epoch 764 | loss: 0.0312512 | val_loss: 0.0312495 | Time: 1438.06 ms [2020-12-21 07:08:04 main:581] : INFO : Epoch 765 | loss: 0.0312497 | val_loss: 0.0312497 | Time: 1458.28 ms [2020-12-21 07:08:05 main:581] : INFO : Epoch 766 | loss: 0.0312495 | val_loss: 0.0312493 | Time: 1432.02 ms [2020-12-21 07:08:07 main:581] : INFO : Epoch 767 | loss: 0.0312493 | val_loss: 0.0312495 | Time: 1454.69 ms [2020-12-21 07:08:08 main:581] : INFO : Epoch 768 | loss: 0.0312494 | val_loss: 0.0312491 | Time: 1464.92 ms [2020-12-21 07:08:10 main:581] : INFO : Epoch 769 | loss: 0.0312492 | val_loss: 0.0312492 | Time: 1426.88 ms [2020-12-21 07:08:11 main:581] : INFO : Epoch 770 | loss: 0.0312492 | val_loss: 0.0312497 | Time: 1448 ms [2020-12-21 07:08:12 main:581] : INFO : Epoch 771 | loss: 0.0312491 | val_loss: 0.0312492 | Time: 1417.37 ms [2020-12-21 07:08:14 main:581] : INFO : Epoch 772 | loss: 0.0312494 | val_loss: 0.0312494 | Time: 1417.96 ms [2020-12-21 07:08:15 main:581] : INFO : Epoch 773 | loss: 0.0312495 | val_loss: 0.0312492 | Time: 1412.82 ms [2020-12-21 07:08:17 main:581] : INFO : Epoch 774 | loss: 0.0312493 | val_loss: 0.0312493 | Time: 1432.03 ms [2020-12-21 07:08:18 main:581] : INFO : Epoch 775 | loss: 0.0312491 | val_loss: 0.0312493 | Time: 1409.64 ms [2020-12-21 07:08:20 main:581] : INFO : Epoch 776 | loss: 0.0312493 | val_loss: 0.0312493 | Time: 1419.23 ms [2020-12-21 07:08:21 main:581] : INFO : Epoch 777 | loss: 0.0312503 | val_loss: 0.0312532 | Time: 1416.5 ms [2020-12-21 07:08:22 main:581] : INFO : Epoch 778 | loss: 0.0312507 | val_loss: 0.0312495 | Time: 1415.84 ms [2020-12-21 07:08:24 main:581] : INFO : Epoch 779 | loss: 0.0312489 | val_loss: 0.0312507 | Time: 1412 ms [2020-12-21 07:08:25 main:581] : INFO : Epoch 780 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 1440.68 ms [2020-12-21 07:08:27 main:581] : INFO : Epoch 781 | loss: 0.0312503 | val_loss: 0.0312497 | Time: 1425.83 ms [2020-12-21 07:08:28 main:581] : INFO : Epoch 782 | loss: 0.0312493 | val_loss: 0.0312491 | Time: 1476.03 ms [2020-12-21 07:08:30 main:581] : INFO : Epoch 783 | loss: 0.0312491 | val_loss: 0.0312491 | Time: 1450.3 ms [2020-12-21 07:08:31 main:581] : INFO : Epoch 784 | loss: 0.0312494 | val_loss: 0.0312508 | Time: 1446.6 ms [2020-12-21 07:08:32 main:581] : INFO : Epoch 785 | loss: 0.0312501 | val_loss: 0.03125 | Time: 1467.49 ms [2020-12-21 07:08:34 main:581] : INFO : Epoch 786 | loss: 0.03125 | val_loss: 0.0312495 | Time: 1436.93 ms [2020-12-21 07:08:35 main:581] : INFO : Epoch 787 | loss: 0.0312497 | val_loss: 0.0312507 | Time: 1433.91 ms [2020-12-21 07:08:37 main:581] : INFO : Epoch 788 | loss: 0.03125 | val_loss: 0.0312495 | Time: 1424.2 ms [2020-12-21 07:08:38 main:581] : INFO : Epoch 789 | loss: 0.0312494 | val_loss: 0.0312499 | Time: 1442.36 ms [2020-12-21 07:08:40 main:581] : INFO : Epoch 790 | loss: 0.0312497 | val_loss: 0.0312493 | Time: 1425.66 ms [2020-12-21 07:08:41 main:581] : INFO : Epoch 791 | loss: 0.0312499 | val_loss: 0.0312497 | Time: 1448.08 ms [2020-12-21 07:08:43 main:581] : INFO : Epoch 792 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 1408.32 ms [2020-12-21 07:08:44 main:581] : INFO : Epoch 793 | loss: 0.0312497 | val_loss: 0.0312496 | Time: 1407.81 ms [2020-12-21 07:08:45 main:581] : INFO : Epoch 794 | loss: 0.0312497 | val_loss: 0.0312511 | Time: 1416.42 ms [2020-12-21 07:08:47 main:581] : INFO : Epoch 795 | loss: 0.0312512 | val_loss: 0.031253 | Time: 1430.67 ms [2020-12-21 07:08:48 main:581] : INFO : Epoch 796 | loss: 0.0312501 | val_loss: 0.03125 | Time: 1425.68 ms [2020-12-21 07:08:50 main:581] : INFO : Epoch 797 | loss: 0.0312493 | val_loss: 0.0312497 | Time: 1411.42 ms [2020-12-21 07:08:51 main:581] : INFO : Epoch 798 | loss: 0.0312489 | val_loss: 0.03125 | Time: 1406.49 ms [2020-12-21 07:08:52 main:581] : INFO : Epoch 799 | loss: 0.0312492 | val_loss: 0.0312497 | Time: 1426.74 ms [2020-12-21 07:08:54 main:581] : INFO : Epoch 800 | loss: 0.0312493 | val_loss: 0.0312499 | Time: 1438.14 ms [2020-12-21 07:08:55 main:581] : INFO : Epoch 801 | loss: 0.0312495 | val_loss: 0.0312494 | Time: 1427.56 ms [2020-12-21 07:08:57 main:581] : INFO : Epoch 802 | loss: 0.0312495 | val_loss: 0.0312503 | Time: 1451.66 ms [2020-12-21 07:08:58 main:581] : INFO : Epoch 803 | loss: 0.0312502 | val_loss: 0.0312523 | Time: 1426 ms [2020-12-21 07:09:00 main:581] : INFO : Epoch 804 | loss: 0.0312499 | val_loss: 0.0312497 | Time: 1436.97 ms [2020-12-21 07:09:01 main:581] : INFO : Epoch 805 | loss: 0.0312496 | val_loss: 0.0312498 | Time: 1433.58 ms [2020-12-21 07:09:02 main:581] : INFO : Epoch 806 | loss: 0.0312499 | val_loss: 0.0312509 | Time: 1408.02 ms [2020-12-21 07:09:04 main:581] : INFO : Epoch 807 | loss: 0.0312511 | val_loss: 0.0312508 | Time: 1436.22 ms [2020-12-21 07:09:05 main:581] : INFO : Epoch 808 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 1421.56 ms [2020-12-21 07:09:07 main:581] : INFO : Epoch 809 | loss: 0.0312497 | val_loss: 0.0312496 | Time: 1419.1 ms [2020-12-21 07:09:08 main:581] : INFO : Epoch 810 | loss: 0.0312495 | val_loss: 0.0312496 | Time: 1422.06 ms [2020-12-21 07:09:10 main:581] : INFO : Epoch 811 | loss: 0.0312501 | val_loss: 0.031251 | Time: 1402.78 ms [2020-12-21 07:09:11 main:581] : INFO : Epoch 812 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 1401.61 ms [2020-12-21 07:09:12 main:581] : INFO : Epoch 813 | loss: 0.0312506 | val_loss: 0.0312497 | Time: 1440.57 ms [2020-12-21 07:09:14 main:581] : INFO : Epoch 814 | loss: 0.0312498 | val_loss: 0.0312525 | Time: 1453 ms [2020-12-21 07:09:15 main:581] : INFO : Epoch 815 | loss: 0.0312498 | val_loss: 0.0312495 | Time: 1438.53 ms [2020-12-21 07:09:17 main:581] : INFO : Epoch 816 | loss: 0.0312491 | val_loss: 0.0312498 | Time: 1415.97 ms [2020-12-21 07:09:18 main:581] : INFO : Epoch 817 | loss: 0.0312499 | val_loss: 0.0312498 | Time: 1471.18 ms [2020-12-21 07:09:20 main:581] : INFO : Epoch 818 | loss: 0.0312494 | val_loss: 0.03125 | Time: 1420.64 ms [2020-12-21 07:09:21 main:581] : INFO : Epoch 819 | loss: 0.0312493 | val_loss: 0.0312501 | Time: 1414.64 ms [2020-12-21 07:09:22 main:581] : INFO : Epoch 820 | loss: 0.0312491 | val_loss: 0.0312499 | Time: 1424.2 ms [2020-12-21 07:09:24 main:581] : INFO : Epoch 821 | loss: 0.0312499 | val_loss: 0.0312507 | Time: 1450.45 ms [2020-12-21 07:09:25 main:581] : INFO : Epoch 822 | loss: 0.0312494 | val_loss: 0.0312499 | Time: 1467.44 ms [2020-12-21 07:09:27 main:581] : INFO : Epoch 823 | loss: 0.0312496 | val_loss: 0.0312501 | Time: 1429.75 ms [2020-12-21 07:09:28 main:581] : INFO : Epoch 824 | loss: 0.03125 | val_loss: 0.03125 | Time: 1435.07 ms [2020-12-21 07:09:30 main:581] : INFO : Epoch 825 | loss: 0.0312496 | val_loss: 0.0312499 | Time: 1436.12 ms [2020-12-21 07:09:31 main:581] : INFO : Epoch 826 | loss: 0.0312507 | val_loss: 0.0312514 | Time: 1441.44 ms [2020-12-21 07:09:33 main:581] : INFO : Epoch 827 | loss: 0.0312515 | val_loss: 0.0312506 | Time: 1444.49 ms [2020-12-21 07:09:34 main:581] : INFO : Epoch 828 | loss: 0.0312503 | val_loss: 0.0312512 | Time: 1447.73 ms [2020-12-21 07:09:35 main:581] : INFO : Epoch 829 | loss: 0.031251 | val_loss: 0.0312501 | Time: 1462.78 ms [2020-12-21 07:09:37 main:581] : INFO : Epoch 830 | loss: 0.0312506 | val_loss: 0.0312502 | Time: 1446.09 ms [2020-12-21 07:09:38 main:581] : INFO : Epoch 831 | loss: 0.0312515 | val_loss: 0.0312504 | Time: 1439.65 ms [2020-12-21 07:09:40 main:581] : INFO : Epoch 832 | loss: 0.0312498 | val_loss: 0.0312495 | Time: 1452.88 ms [2020-12-21 07:09:41 main:581] : INFO : Epoch 833 | loss: 0.0312495 | val_loss: 0.0312507 | Time: 1453.52 ms [2020-12-21 07:09:43 main:581] : INFO : Epoch 834 | loss: 0.03125 | val_loss: 0.0312503 | Time: 1460.81 ms [2020-12-21 07:09:44 main:581] : INFO : Epoch 835 | loss: 0.0312494 | val_loss: 0.0312501 | Time: 1451.69 ms [2020-12-21 07:09:46 main:581] : INFO : Epoch 836 | loss: 0.0312493 | val_loss: 0.0312503 | Time: 1439.39 ms [2020-12-21 07:09:47 main:581] : INFO : Epoch 837 | loss: 0.0312495 | val_loss: 0.0312497 | Time: 1457.72 ms [2020-12-21 07:09:48 main:581] : INFO : Epoch 838 | loss: 0.0312496 | val_loss: 0.0312495 | Time: 1426.93 ms [2020-12-21 07:09:50 main:581] : INFO : Epoch 839 | loss: 0.0312501 | val_loss: 0.0312497 | Time: 1432.93 ms [2020-12-21 07:09:51 main:581] : INFO : Epoch 840 | loss: 0.0312494 | val_loss: 0.0312499 | Time: 1409.81 ms [2020-12-21 07:09:53 main:581] : INFO : Epoch 841 | loss: 0.0312494 | val_loss: 0.0312502 | Time: 1403.81 ms [2020-12-21 07:09:54 main:581] : INFO : Epoch 842 | loss: 0.0312492 | val_loss: 0.0312498 | Time: 1431.71 ms [2020-12-21 07:09:56 main:581] : INFO : Epoch 843 | loss: 0.0312492 | val_loss: 0.0312496 | Time: 1412.66 ms [2020-12-21 07:09:57 main:581] : INFO : Epoch 844 | loss: 0.0312491 | val_loss: 0.0312516 | Time: 1437.42 ms [2020-12-21 07:09:58 main:581] : INFO : Epoch 845 | loss: 0.0312503 | val_loss: 0.03125 | Time: 1441.55 ms [2020-12-21 07:10:00 main:581] : INFO : Epoch 846 | loss: 0.0312499 | val_loss: 0.0312497 | Time: 1408.43 ms [2020-12-21 07:10:01 main:581] : INFO : Epoch 847 | loss: 0.0312498 | val_loss: 0.0312503 | Time: 1433.41 ms [2020-12-21 07:10:03 main:581] : INFO : Epoch 848 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 1426.83 ms [2020-12-21 07:10:04 main:581] : INFO : Epoch 849 | loss: 0.0312495 | val_loss: 0.0312501 | Time: 1416.57 ms [2020-12-21 07:10:06 main:581] : INFO : Epoch 850 | loss: 0.0312496 | val_loss: 0.0312498 | Time: 1421.67 ms [2020-12-21 07:10:07 main:581] : INFO : Epoch 851 | loss: 0.0312495 | val_loss: 0.0312495 | Time: 1411.35 ms [2020-12-21 07:10:08 main:581] : INFO : Epoch 852 | loss: 0.0312492 | val_loss: 0.0312504 | Time: 1410.71 ms [2020-12-21 07:10:10 main:581] : INFO : Epoch 853 | loss: 0.0312494 | val_loss: 0.0312496 | Time: 1427.39 ms [2020-12-21 07:10:11 main:581] : INFO : Epoch 854 | loss: 0.0312503 | val_loss: 0.0312496 | Time: 1469.01 ms [2020-12-21 07:10:13 main:581] : INFO : Epoch 855 | loss: 0.0312513 | val_loss: 0.0312509 | Time: 1446.47 ms [2020-12-21 07:10:14 main:581] : INFO : Epoch 856 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 1452.35 ms [2020-12-21 07:10:16 main:581] : INFO : Epoch 857 | loss: 0.0312503 | val_loss: 0.0312497 | Time: 1436.17 ms [2020-12-21 07:10:17 main:581] : INFO : Epoch 858 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 1452.61 ms [2020-12-21 07:10:19 main:581] : INFO : Epoch 859 | loss: 0.0312497 | val_loss: 0.0312495 | Time: 1471.98 ms [2020-12-21 07:10:20 main:581] : INFO : Epoch 860 | loss: 0.0312489 | val_loss: 0.0312506 | Time: 1449.86 ms [2020-12-21 07:10:21 main:581] : INFO : Epoch 861 | loss: 0.0312491 | val_loss: 0.0312495 | Time: 1440.77 ms [2020-12-21 07:10:23 main:581] : INFO : Epoch 862 | loss: 0.0312492 | val_loss: 0.0312508 | Time: 1461.06 ms [2020-12-21 07:10:24 main:581] : INFO : Epoch 863 | loss: 0.0312497 | val_loss: 0.0312508 | Time: 1464.79 ms [2020-12-21 07:10:26 main:581] : INFO : Epoch 864 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 1454.32 ms [2020-12-21 07:10:27 main:581] : INFO : Epoch 865 | loss: 0.0312493 | val_loss: 0.0312495 | Time: 1461.64 ms [2020-12-21 07:10:29 main:581] : INFO : Epoch 866 | loss: 0.0312491 | val_loss: 0.0312507 | Time: 1466.14 ms [2020-12-21 07:10:30 main:581] : INFO : Epoch 867 | loss: 0.0312491 | val_loss: 0.0312505 | Time: 1448.98 ms [2020-12-21 07:10:32 main:581] : INFO : Epoch 868 | loss: 0.031249 | val_loss: 0.0312499 | Time: 1459.02 ms [2020-12-21 07:10:33 main:581] : INFO : Epoch 869 | loss: 0.031249 | val_loss: 0.0312505 | Time: 1434.91 ms [2020-12-21 07:10:35 main:581] : INFO : Epoch 870 | loss: 0.03125 | val_loss: 0.0312509 | Time: 1441.42 ms [2020-12-21 07:10:36 main:581] : INFO : Epoch 871 | loss: 0.0312494 | val_loss: 0.031251 | Time: 1415.42 ms [2020-12-21 07:10:37 main:581] : INFO : Epoch 872 | loss: 0.0312494 | val_loss: 0.0312508 | Time: 1422.59 ms [2020-12-21 07:10:39 main:581] : INFO : Epoch 873 | loss: 0.0312491 | val_loss: 0.0312501 | Time: 1449.69 ms [2020-12-21 07:10:40 main:581] : INFO : Epoch 874 | loss: 0.0312495 | val_loss: 0.0312497 | Time: 1444.23 ms [2020-12-21 07:10:42 main:581] : INFO : Epoch 875 | loss: 0.0312493 | val_loss: 0.0312499 | Time: 1459.47 ms [2020-12-21 07:10:43 main:581] : INFO : Epoch 876 | loss: 0.0312492 | val_loss: 0.0312496 | Time: 1441.16 ms [2020-12-21 07:10:45 main:581] : INFO : Epoch 877 | loss: 0.031249 | val_loss: 0.03125 | Time: 1461.22 ms [2020-12-21 07:10:46 main:581] : INFO : Epoch 878 | loss: 0.0312495 | val_loss: 0.0312501 | Time: 1466.65 ms [2020-12-21 07:10:48 main:581] : INFO : Epoch 879 | loss: 0.0312495 | val_loss: 0.0312511 | Time: 1431.62 ms [2020-12-21 07:10:49 main:581] : INFO : Epoch 880 | loss: 0.0312498 | val_loss: 0.0312507 | Time: 1408.84 ms [2020-12-21 07:10:50 main:581] : INFO : Epoch 881 | loss: 0.0312494 | val_loss: 0.0312502 | Time: 1403.75 ms [2020-12-21 07:10:52 main:581] : INFO : Epoch 882 | loss: 0.0312491 | val_loss: 0.0312495 | Time: 1441.94 ms [2020-12-21 07:10:53 main:581] : INFO : Epoch 883 | loss: 0.0312494 | val_loss: 0.0312492 | Time: 1451.75 ms [2020-12-21 07:10:55 main:581] : INFO : Epoch 884 | loss: 0.0312489 | val_loss: 0.031249 | Time: 1460.4 ms [2020-12-21 07:10:56 main:581] : INFO : Epoch 885 | loss: 0.031249 | val_loss: 0.0312493 | Time: 1452.12 ms [2020-12-21 07:10:58 main:581] : INFO : Epoch 886 | loss: 0.0312492 | val_loss: 0.0312494 | Time: 1473.63 ms [2020-12-21 07:10:59 main:581] : INFO : Epoch 887 | loss: 0.0312488 | val_loss: 0.0312489 | Time: 1446.85 ms [2020-12-21 07:11:01 main:581] : INFO : Epoch 888 | loss: 0.0312493 | val_loss: 0.0312533 | Time: 1444 ms [2020-12-21 07:11:02 main:581] : INFO : Epoch 889 | loss: 0.0312519 | val_loss: 0.0312501 | Time: 1425.32 ms [2020-12-21 07:11:03 main:581] : INFO : Epoch 890 | loss: 0.0312498 | val_loss: 0.0312494 | Time: 1456.47 ms [2020-12-21 07:11:05 main:581] : INFO : Epoch 891 | loss: 0.0312497 | val_loss: 0.0312499 | Time: 1412.31 ms [2020-12-21 07:11:06 main:581] : INFO : Epoch 892 | loss: 0.0312492 | val_loss: 0.0312494 | Time: 1412.17 ms [2020-12-21 07:11:08 main:581] : INFO : Epoch 893 | loss: 0.0312496 | val_loss: 0.0312491 | Time: 1445.8 ms [2020-12-21 07:11:09 main:581] : INFO : Epoch 894 | loss: 0.0312502 | val_loss: 0.0312565 | Time: 1466.38 ms [2020-12-21 07:11:11 main:581] : INFO : Epoch 895 | loss: 0.0312511 | val_loss: 0.0312508 | Time: 1435.63 ms [2020-12-21 07:11:12 main:581] : INFO : Epoch 896 | loss: 0.0312499 | val_loss: 0.0312493 | Time: 1447.56 ms [2020-12-21 07:11:13 main:581] : INFO : Epoch 897 | loss: 0.0312507 | val_loss: 0.0312495 | Time: 1432.61 ms [2020-12-21 07:11:15 main:581] : INFO : Epoch 898 | loss: 0.0312508 | val_loss: 0.0312531 | Time: 1455.86 ms [2020-12-21 07:11:16 main:581] : INFO : Epoch 899 | loss: 0.0312507 | val_loss: 0.0312498 | Time: 1431.54 ms [2020-12-21 07:11:18 main:581] : INFO : Epoch 900 | loss: 0.0312492 | val_loss: 0.0312496 | Time: 1422.57 ms [2020-12-21 07:11:19 main:581] : INFO : Epoch 901 | loss: 0.0312493 | val_loss: 0.0312494 | Time: 1455.17 ms [2020-12-21 07:11:21 main:581] : INFO : Epoch 902 | loss: 0.0312492 | val_loss: 0.0312493 | Time: 1409.19 ms [2020-12-21 07:11:22 main:581] : INFO : Epoch 903 | loss: 0.0312495 | val_loss: 0.0312494 | Time: 1464.98 ms [2020-12-21 07:11:24 main:581] : INFO : Epoch 904 | loss: 0.0312495 | val_loss: 0.0312496 | Time: 1440.93 ms [2020-12-21 07:11:25 main:581] : INFO : Epoch 905 | loss: 0.0312493 | val_loss: 0.0312498 | Time: 1437.86 ms [2020-12-21 07:11:26 main:581] : INFO : Epoch 906 | loss: 0.0312494 | val_loss: 0.0312494 | Time: 1440.95 ms [2020-12-21 07:11:28 main:581] : INFO : Epoch 907 | loss: 0.0312491 | val_loss: 0.0312495 | Time: 1472.62 ms [2020-12-21 07:11:29 main:581] : INFO : Epoch 908 | loss: 0.0312492 | val_loss: 0.0312494 | Time: 1443.75 ms [2020-12-21 07:11:31 main:581] : INFO : Epoch 909 | loss: 0.0312494 | val_loss: 0.0312496 | Time: 1470.98 ms [2020-12-21 07:11:32 main:581] : INFO : Epoch 910 | loss: 0.0312491 | val_loss: 0.0312498 | Time: 1443.63 ms [2020-12-21 07:11:34 main:581] : INFO : Epoch 911 | loss: 0.0312498 | val_loss: 0.0312501 | Time: 1444.1 ms [2020-12-21 07:11:35 main:581] : INFO : Epoch 912 | loss: 0.0312491 | val_loss: 0.0312498 | Time: 1446.22 ms [2020-12-21 07:11:37 main:581] : INFO : Epoch 913 | loss: 0.0312492 | val_loss: 0.0312496 | Time: 1429.4 ms [2020-12-21 07:11:38 main:581] : INFO : Epoch 914 | loss: 0.0312494 | val_loss: 0.0312506 | Time: 1418.92 ms [2020-12-21 07:11:39 main:581] : INFO : Epoch 915 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 1423.51 ms [2020-12-21 07:11:41 main:581] : INFO : Epoch 916 | loss: 0.0312511 | val_loss: 0.0312497 | Time: 1452.43 ms [2020-12-21 07:11:42 main:581] : INFO : Epoch 917 | loss: 0.0312489 | val_loss: 0.03125 | Time: 1403.91 ms [2020-12-21 07:11:44 main:581] : INFO : Epoch 918 | loss: 0.0312492 | val_loss: 0.0312497 | Time: 1409.49 ms [2020-12-21 07:11:45 main:581] : INFO : Epoch 919 | loss: 0.031249 | val_loss: 0.03125 | Time: 1424.22 ms [2020-12-21 07:11:47 main:581] : INFO : Epoch 920 | loss: 0.031249 | val_loss: 0.0312499 | Time: 1428.8 ms [2020-12-21 07:11:48 main:581] : INFO : Epoch 921 | loss: 0.0312489 | val_loss: 0.03125 | Time: 1446.6 ms [2020-12-21 07:11:49 main:581] : INFO : Epoch 922 | loss: 0.03125 | val_loss: 0.0312495 | Time: 1444.23 ms [2020-12-21 07:11:51 main:581] : INFO : Epoch 923 | loss: 0.0312494 | val_loss: 0.03125 | Time: 1451.8 ms [2020-12-21 07:11:52 main:581] : INFO : Epoch 924 | loss: 0.031249 | val_loss: 0.0312502 | Time: 1449.78 ms [2020-12-21 07:11:54 main:581] : INFO : Epoch 925 | loss: 0.031249 | val_loss: 0.0312499 | Time: 1438.67 ms [2020-12-21 07:11:55 main:581] : INFO : Epoch 926 | loss: 0.0312495 | val_loss: 0.0312499 | Time: 1444.52 ms [2020-12-21 07:11:57 main:581] : INFO : Epoch 927 | loss: 0.0312487 | val_loss: 0.0312517 | Time: 1467.52 ms [2020-12-21 07:11:58 main:581] : INFO : Epoch 928 | loss: 0.0312494 | val_loss: 0.0312499 | Time: 1426.41 ms [2020-12-21 07:12:00 main:581] : INFO : Epoch 929 | loss: 0.0312488 | val_loss: 0.0312502 | Time: 1413.35 ms [2020-12-21 07:12:01 main:581] : INFO : Epoch 930 | loss: 0.031249 | val_loss: 0.0312511 | Time: 1423.08 ms [2020-12-21 07:12:02 main:581] : INFO : Epoch 931 | loss: 0.0312493 | val_loss: 0.0312494 | Time: 1459.3 ms [2020-12-21 07:12:04 main:581] : INFO : Epoch 932 | loss: 0.0312491 | val_loss: 0.0312496 | Time: 1468.24 ms [2020-12-21 07:12:05 main:581] : INFO : Epoch 933 | loss: 0.0312488 | val_loss: 0.0312496 | Time: 1434.9 ms [2020-12-21 07:12:07 main:581] : INFO : Epoch 934 | loss: 0.0312491 | val_loss: 0.0312494 | Time: 1468.09 ms [2020-12-21 07:12:08 main:581] : INFO : Epoch 935 | loss: 0.0312486 | val_loss: 0.0312495 | Time: 1437.89 ms [2020-12-21 07:12:10 main:581] : INFO : Epoch 936 | loss: 0.031249 | val_loss: 0.0312497 | Time: 1448.64 ms [2020-12-21 07:12:11 main:581] : INFO : Epoch 937 | loss: 0.031249 | val_loss: 0.03125 | Time: 1429.94 ms [2020-12-21 07:12:13 main:581] : INFO : Epoch 938 | loss: 0.0312485 | val_loss: 0.0312499 | Time: 1434.45 ms [2020-12-21 07:12:14 main:581] : INFO : Epoch 939 | loss: 0.0312487 | val_loss: 0.0312497 | Time: 1468.37 ms [2020-12-21 07:12:15 main:581] : INFO : Epoch 940 | loss: 0.0312489 | val_loss: 0.0312511 | Time: 1490.91 ms [2020-12-21 07:12:17 main:581] : INFO : Epoch 941 | loss: 0.0312486 | val_loss: 0.0312499 | Time: 1457.04 ms [2020-12-21 07:12:18 main:581] : INFO : Epoch 942 | loss: 0.0312485 | val_loss: 0.0312498 | Time: 1438.91 ms [2020-12-21 07:12:20 main:581] : INFO : Epoch 943 | loss: 0.0312485 | val_loss: 0.0312497 | Time: 1495.54 ms [2020-12-21 07:12:21 main:581] : INFO : Epoch 944 | loss: 0.0312486 | val_loss: 0.0312502 | Time: 1458.92 ms [2020-12-21 07:12:23 main:581] : INFO : Epoch 945 | loss: 0.03125 | val_loss: 0.0312498 | Time: 1460.58 ms [2020-12-21 07:12:24 main:581] : INFO : Epoch 946 | loss: 0.0312493 | val_loss: 0.0312498 | Time: 1481.37 ms [2020-12-21 07:12:26 main:581] : INFO : Epoch 947 | loss: 0.0312493 | val_loss: 0.0312501 | Time: 1450 ms [2020-12-21 07:12:27 main:581] : INFO : Epoch 948 | loss: 0.0312488 | val_loss: 0.0312502 | Time: 1460.57 ms [2020-12-21 07:12:29 main:581] : INFO : Epoch 949 | loss: 0.0312487 | val_loss: 0.0312495 | Time: 1438.11 ms [2020-12-21 07:12:30 main:581] : INFO : Epoch 950 | loss: 0.0312492 | val_loss: 0.0312499 | Time: 1443.32 ms [2020-12-21 07:12:32 main:581] : INFO : Epoch 951 | loss: 0.0312489 | val_loss: 0.0312515 | Time: 1455.65 ms [2020-12-21 07:12:33 main:581] : INFO : Epoch 952 | loss: 0.0312491 | val_loss: 0.0312515 | Time: 1454.12 ms [2020-12-21 07:12:34 main:581] : INFO : Epoch 953 | loss: 0.0312509 | val_loss: 0.0312524 | Time: 1425.27 ms [2020-12-21 07:12:36 main:581] : INFO : Epoch 954 | loss: 0.031254 | val_loss: 0.0312552 | Time: 1433.35 ms [2020-12-21 07:12:37 main:581] : INFO : Epoch 955 | loss: 0.0312519 | val_loss: 0.0312509 | Time: 1449.91 ms [2020-12-21 07:12:39 main:581] : INFO : Epoch 956 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 1459.6 ms [2020-12-21 07:12:40 main:581] : INFO : Epoch 957 | loss: 0.0312506 | val_loss: 0.03125 | Time: 1472.72 ms [2020-12-21 07:12:42 main:581] : INFO : Epoch 958 | loss: 0.0312497 | val_loss: 0.0312515 | Time: 1463.58 ms [2020-12-21 07:12:43 main:581] : INFO : Epoch 959 | loss: 0.0312494 | val_loss: 0.0312495 | Time: 1471.77 ms [2020-12-21 07:12:45 main:581] : INFO : Epoch 960 | loss: 0.0312501 | val_loss: 0.0312494 | Time: 1453.51 ms [2020-12-21 07:12:46 main:581] : INFO : Epoch 961 | loss: 0.0312491 | val_loss: 0.0312494 | Time: 1448.95 ms [2020-12-21 07:12:47 main:581] : INFO : Epoch 962 | loss: 0.0312495 | val_loss: 0.0312495 | Time: 1431.63 ms [2020-12-21 07:12:49 main:581] : INFO : Epoch 963 | loss: 0.0312493 | val_loss: 0.0312492 | Time: 1413.66 ms [2020-12-21 07:12:50 main:581] : INFO : Epoch 964 | loss: 0.0312495 | val_loss: 0.03125 | Time: 1436.21 ms [2020-12-21 07:12:52 main:581] : INFO : Epoch 965 | loss: 0.0312488 | val_loss: 0.0312491 | Time: 1425.24 ms [2020-12-21 07:12:53 main:581] : INFO : Epoch 966 | loss: 0.0312507 | val_loss: 0.0312503 | Time: 1442.66 ms [2020-12-21 07:12:55 main:581] : INFO : Epoch 967 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 1439.21 ms [2020-12-21 07:12:56 main:581] : INFO : Epoch 968 | loss: 0.0312499 | val_loss: 0.031249 | Time: 1439.49 ms [2020-12-21 07:12:58 main:581] : INFO : Epoch 969 | loss: 0.0312494 | val_loss: 0.0312505 | Time: 1443.91 ms [2020-12-21 07:12:59 main:581] : INFO : Epoch 970 | loss: 0.0312497 | val_loss: 0.0312494 | Time: 1415.15 ms [2020-12-21 07:13:00 main:581] : INFO : Epoch 971 | loss: 0.0312493 | val_loss: 0.0312495 | Time: 1424.1 ms [2020-12-21 07:13:02 main:581] : INFO : Epoch 972 | loss: 0.0312501 | val_loss: 0.03125 | Time: 1434.87 ms [2020-12-21 07:13:03 main:581] : INFO : Epoch 973 | loss: 0.0312496 | val_loss: 0.0312487 | Time: 1446.52 ms [2020-12-21 07:13:05 main:581] : INFO : Epoch 974 | loss: 0.0312491 | val_loss: 0.0312487 | Time: 1438.72 ms [2020-12-21 07:13:06 main:581] : INFO : Epoch 975 | loss: 0.031249 | val_loss: 0.0312491 | Time: 1429.55 ms [2020-12-21 07:13:08 main:581] : INFO : Epoch 976 | loss: 0.0312492 | val_loss: 0.0312492 | Time: 1451.19 ms [2020-12-21 07:13:09 main:581] : INFO : Epoch 977 | loss: 0.0312494 | val_loss: 0.0312498 | Time: 1467.94 ms [2020-12-21 07:13:11 main:581] : INFO : Epoch 978 | loss: 0.0312509 | val_loss: 0.0312504 | Time: 1483.73 ms [2020-12-21 07:13:12 main:581] : INFO : Epoch 979 | loss: 0.0312492 | val_loss: 0.0312495 | Time: 1452.14 ms [2020-12-21 07:13:13 main:581] : INFO : Epoch 980 | loss: 0.0312493 | val_loss: 0.0312505 | Time: 1461.45 ms [2020-12-21 07:13:15 main:581] : INFO : Epoch 981 | loss: 0.0312503 | val_loss: 0.0312513 | Time: 1470.81 ms [2020-12-21 07:13:16 main:581] : INFO : Epoch 982 | loss: 0.0312495 | val_loss: 0.0312495 | Time: 1466.47 ms [2020-12-21 07:13:18 main:581] : INFO : Epoch 983 | loss: 0.0312493 | val_loss: 0.0312493 | Time: 1457.43 ms [2020-12-21 07:13:19 main:581] : INFO : Epoch 984 | loss: 0.0312497 | val_loss: 0.0312507 | Time: 1454.59 ms [2020-12-21 07:13:21 main:581] : INFO : Epoch 985 | loss: 0.03125 | val_loss: 0.03125 | Time: 1464.34 ms [2020-12-21 07:13:22 main:581] : INFO : Epoch 986 | loss: 0.031249 | val_loss: 0.0312496 | Time: 1462.52 ms [2020-12-21 07:13:24 main:581] : INFO : Epoch 987 | loss: 0.0312493 | val_loss: 0.0312494 | Time: 1470.52 ms [2020-12-21 07:13:25 main:581] : INFO : Epoch 988 | loss: 0.0312495 | val_loss: 0.0312495 | Time: 1460.06 ms [2020-12-21 07:13:27 main:581] : INFO : Epoch 989 | loss: 0.0312498 | val_loss: 0.0312493 | Time: 1433.79 ms [2020-12-21 07:13:28 main:581] : INFO : Epoch 990 | loss: 0.0312493 | val_loss: 0.0312489 | Time: 1490.22 ms [2020-12-21 07:13:30 main:581] : INFO : Epoch 991 | loss: 0.0312496 | val_loss: 0.0312489 | Time: 1468.3 ms [2020-12-21 07:13:31 main:581] : INFO : Epoch 992 | loss: 0.0312494 | val_loss: 0.0312498 | Time: 1439.34 ms [2020-12-21 07:13:32 main:581] : INFO : Epoch 993 | loss: 0.0312499 | val_loss: 0.0312498 | Time: 1441.98 ms [2020-12-21 07:13:34 main:581] : INFO : Epoch 994 | loss: 0.0312501 | val_loss: 0.0312493 | Time: 1442.02 ms [2020-12-21 07:13:35 main:581] : INFO : Epoch 995 | loss: 0.0312496 | val_loss: 0.0312492 | Time: 1424.26 ms [2020-12-21 07:13:37 main:581] : INFO : Epoch 996 | loss: 0.0312508 | val_loss: 0.0312519 | Time: 1432.81 ms [2020-12-21 07:13:38 main:581] : INFO : Epoch 997 | loss: 0.0312516 | val_loss: 0.0312498 | Time: 1400.97 ms [2020-12-21 07:13:40 main:581] : INFO : Epoch 998 | loss: 0.0312508 | val_loss: 0.0312539 | Time: 1440.68 ms [2020-12-21 07:13:41 main:581] : INFO : Epoch 999 | loss: 0.0312498 | val_loss: 0.0312497 | Time: 1421.49 ms [2020-12-21 07:13:42 main:581] : INFO : Epoch 1000 | loss: 0.0312492 | val_loss: 0.031249 | Time: 1414.85 ms [2020-12-21 07:13:44 main:581] : INFO : Epoch 1001 | loss: 0.03125 | val_loss: 0.0312489 | Time: 1412.71 ms [2020-12-21 07:13:45 main:581] : INFO : Epoch 1002 | loss: 0.031249 | val_loss: 0.0312493 | Time: 1420.77 ms [2020-12-21 07:13:47 main:581] : INFO : Epoch 1003 | loss: 0.0312486 | val_loss: 0.0312501 | Time: 1424.53 ms [2020-12-21 07:13:48 main:581] : INFO : Epoch 1004 | loss: 0.0312493 | val_loss: 0.0312495 | Time: 1402.39 ms [2020-12-21 07:13:49 main:581] : INFO : Epoch 1005 | loss: 0.0312497 | val_loss: 0.0312514 | Time: 1432.99 ms [2020-12-21 07:13:51 main:581] : INFO : Epoch 1006 | loss: 0.0312498 | val_loss: 0.0312501 | Time: 1433.45 ms [2020-12-21 07:13:52 main:581] : INFO : Epoch 1007 | loss: 0.0312494 | val_loss: 0.0312519 | Time: 1432.69 ms [2020-12-21 07:13:54 main:581] : INFO : Epoch 1008 | loss: 0.0312484 | val_loss: 0.0312483 | Time: 1399.19 ms [2020-12-21 07:13:55 main:581] : INFO : Epoch 1009 | loss: 0.0312491 | val_loss: 0.0312493 | Time: 1404.1 ms [2020-12-21 07:13:57 main:581] : INFO : Epoch 1010 | loss: 0.0312498 | val_loss: 0.0312489 | Time: 1473.64 ms [2020-12-21 07:13:58 main:581] : INFO : Epoch 1011 | loss: 0.0312498 | val_loss: 0.0312491 | Time: 1464.41 ms [2020-12-21 07:14:00 main:581] : INFO : Epoch 1012 | loss: 0.0312488 | val_loss: 0.0312492 | Time: 1455.01 ms [2020-12-21 07:14:01 main:581] : INFO : Epoch 1013 | loss: 0.0312479 | val_loss: 0.0312502 | Time: 1442.35 ms [2020-12-21 07:14:02 main:581] : INFO : Epoch 1014 | loss: 0.0312493 | val_loss: 0.0312502 | Time: 1452.43 ms [2020-12-21 07:14:04 main:581] : INFO : Epoch 1015 | loss: 0.0312488 | val_loss: 0.0312486 | Time: 1430.84 ms [2020-12-21 07:14:05 main:581] : INFO : Epoch 1016 | loss: 0.0312482 | val_loss: 0.0312485 | Time: 1456.51 ms [2020-12-21 07:14:07 main:581] : INFO : Epoch 1017 | loss: 0.0312486 | val_loss: 0.0312521 | Time: 1457.01 ms [2020-12-21 07:14:08 main:581] : INFO : Epoch 1018 | loss: 0.0312487 | val_loss: 0.0312492 | Time: 1450.7 ms [2020-12-21 07:14:10 main:581] : INFO : Epoch 1019 | loss: 0.0312493 | val_loss: 0.0312501 | Time: 1441.31 ms [2020-12-21 07:14:11 main:581] : INFO : Epoch 1020 | loss: 0.0312499 | val_loss: 0.031251 | Time: 1428.94 ms [2020-12-21 07:14:13 main:581] : INFO : Epoch 1021 | loss: 0.0312485 | val_loss: 0.0312503 | Time: 1459.28 ms [2020-12-21 07:14:14 main:581] : INFO : Epoch 1022 | loss: 0.0312478 | val_loss: 0.031249 | Time: 1416.54 ms [2020-12-21 07:14:15 main:581] : INFO : Epoch 1023 | loss: 0.0312478 | val_loss: 0.0312485 | Time: 1411.09 ms [2020-12-21 07:14:17 main:581] : INFO : Epoch 1024 | loss: 0.031248 | val_loss: 0.031249 | Time: 1428.04 ms [2020-12-21 07:14:17 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.031249 [2020-12-21 07:14:17 main:610] : INFO : Saving end state to config to file [2020-12-21 07:14:17 main:615] : INFO : Success, exiting.. 07:14:17 (1217296): 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)