Task 3174864
| Name | EightBitModified-1605455516-30903-4_0 |
| Workunit | 1470876 |
| Created | 4 Dec 2020, 9:11:49 UTC |
| Sent | 5 Dec 2020, 6:53:37 UTC |
| Report deadline | 12 Dec 2020, 6:53:37 UTC |
| Received | 5 Dec 2020, 21:00:06 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4285 |
| Run time | 28 min 4 sec |
| CPU time | 28 min 1 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 4,233.98 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> .94 ms [2020-12-05 15:14:12 main:581] : INFO : Epoch 526 | loss: 9.84912e-05 | val_loss: 0.000112151 | Time: 1635.59 ms [2020-12-05 15:14:14 main:581] : INFO : Epoch 527 | loss: 9.38208e-05 | val_loss: 0.000108421 | Time: 1666.06 ms [2020-12-05 15:14:15 main:581] : INFO : Epoch 528 | loss: 9.2957e-05 | val_loss: 0.000107215 | Time: 1659.74 ms [2020-12-05 15:14:17 main:581] : INFO : Epoch 529 | loss: 9.60017e-05 | val_loss: 0.000108755 | Time: 1650.27 ms [2020-12-05 15:14:19 main:581] : INFO : Epoch 530 | loss: 9.27682e-05 | val_loss: 0.000106882 | Time: 1655.09 ms [2020-12-05 15:14:20 main:581] : INFO : Epoch 531 | loss: 9.19851e-05 | val_loss: 0.000106123 | Time: 1642.71 ms [2020-12-05 15:14:22 main:581] : INFO : Epoch 532 | loss: 9.58359e-05 | val_loss: 0.000116575 | Time: 1639.97 ms [2020-12-05 15:14:24 main:581] : INFO : Epoch 533 | loss: 9.8534e-05 | val_loss: 0.000118479 | Time: 1646.4 ms [2020-12-05 15:14:25 main:581] : INFO : Epoch 534 | loss: 0.000102435 | val_loss: 0.000113685 | Time: 1655.08 ms [2020-12-05 15:14:27 main:581] : INFO : Epoch 535 | loss: 9.50887e-05 | val_loss: 0.000109665 | Time: 1652.94 ms [2020-12-05 15:14:29 main:581] : INFO : Epoch 536 | loss: 9.41326e-05 | val_loss: 0.000108317 | Time: 1658.33 ms [2020-12-05 15:14:30 main:581] : INFO : Epoch 537 | loss: 9.30469e-05 | val_loss: 0.000107653 | Time: 1650.98 ms [2020-12-05 15:14:32 main:581] : INFO : Epoch 538 | loss: 9.448e-05 | val_loss: 0.000119193 | Time: 1646.02 ms [2020-12-05 15:14:34 main:581] : INFO : Epoch 539 | loss: 0.000113598 | val_loss: 0.00013073 | Time: 1647.59 ms [2020-12-05 15:14:35 main:581] : INFO : Epoch 540 | loss: 0.00010533 | val_loss: 0.000111963 | Time: 1647.29 ms [2020-12-05 15:14:37 main:581] : INFO : Epoch 541 | loss: 9.44428e-05 | val_loss: 0.000112345 | Time: 1642.31 ms [2020-12-05 15:14:39 main:581] : INFO : Epoch 542 | loss: 9.74163e-05 | val_loss: 0.000109939 | Time: 1644.36 ms [2020-12-05 15:14:40 main:581] : INFO : Epoch 543 | loss: 9.37388e-05 | val_loss: 0.000107867 | Time: 1660.13 ms [2020-12-05 15:14:42 main:581] : INFO : Epoch 544 | loss: 9.33789e-05 | val_loss: 0.000110036 | Time: 1643.47 ms [2020-12-05 15:14:44 main:581] : INFO : Epoch 545 | loss: 9.62043e-05 | val_loss: 0.000111354 | Time: 1651.06 ms [2020-12-05 15:14:45 main:581] : INFO : Epoch 546 | loss: 9.41264e-05 | val_loss: 0.000108431 | Time: 1657.44 ms [2020-12-05 15:14:47 main:581] : INFO : Epoch 547 | loss: 9.3214e-05 | val_loss: 0.00010906 | Time: 1649.67 ms [2020-12-05 15:14:48 main:581] : INFO : Epoch 548 | loss: 9.45682e-05 | val_loss: 0.000115684 | Time: 1649.31 ms [2020-12-05 15:14:50 main:581] : INFO : Epoch 549 | loss: 0.000105619 | val_loss: 0.000118959 | Time: 1651 ms [2020-12-05 15:14:52 main:581] : INFO : Epoch 550 | loss: 9.74102e-05 | val_loss: 0.000108817 | Time: 1649.86 ms [2020-12-05 15:14:53 main:581] : INFO : Epoch 551 | loss: 9.38062e-05 | val_loss: 0.000109731 | Time: 1641.47 ms [2020-12-05 15:14:55 main:581] : INFO : Epoch 552 | loss: 9.46214e-05 | val_loss: 0.000106501 | Time: 1650.03 ms [2020-12-05 15:14:57 main:581] : INFO : Epoch 553 | loss: 9.37026e-05 | val_loss: 0.000114824 | Time: 1659.33 ms [2020-12-05 15:14:58 main:581] : INFO : Epoch 554 | loss: 0.000101746 | val_loss: 0.000123161 | Time: 1645.69 ms [2020-12-05 15:15:00 main:581] : INFO : Epoch 555 | loss: 0.000100382 | val_loss: 0.000110988 | Time: 1657.98 ms [2020-12-05 15:15:02 main:581] : INFO : Epoch 556 | loss: 9.66996e-05 | val_loss: 0.000108964 | Time: 1647.85 ms [2020-12-05 15:15:03 main:581] : INFO : Epoch 557 | loss: 9.37819e-05 | val_loss: 0.000107915 | Time: 1648.34 ms [2020-12-05 15:15:05 main:581] : INFO : Epoch 558 | loss: 9.29816e-05 | val_loss: 0.000110075 | Time: 1641.88 ms [2020-12-05 15:15:07 main:581] : INFO : Epoch 559 | loss: 0.000144707 | val_loss: 0.000924418 | Time: 1635.36 ms [2020-12-05 15:15:08 main:581] : INFO : Epoch 560 | loss: 0.00205463 | val_loss: 0.00207767 | Time: 1635.01 ms [2020-12-05 15:15:10 main:581] : INFO : Epoch 561 | loss: 0.00110649 | val_loss: 0.00218547 | Time: 1632.38 ms [2020-12-05 15:15:12 main:581] : INFO : Epoch 562 | loss: 0.00069431 | val_loss: 0.000293551 | Time: 1628.5 ms [2020-12-05 15:15:13 main:581] : INFO : Epoch 563 | loss: 0.000173266 | val_loss: 0.000140569 | Time: 1637.51 ms [2020-12-05 15:15:15 main:581] : INFO : Epoch 564 | loss: 0.000103783 | val_loss: 0.00010801 | Time: 1637.23 ms [2020-12-05 15:15:16 main:581] : INFO : Epoch 565 | loss: 9.06666e-05 | val_loss: 0.000104163 | Time: 1630.72 ms [2020-12-05 15:15:18 main:581] : INFO : Epoch 566 | loss: 8.84053e-05 | val_loss: 0.000103076 | Time: 1626.75 ms [2020-12-05 15:15:20 main:581] : INFO : Epoch 567 | loss: 8.7854e-05 | val_loss: 0.00010308 | Time: 1630.76 ms [2020-12-05 15:15:21 main:581] : INFO : Epoch 568 | loss: 8.78608e-05 | val_loss: 0.000103046 | Time: 1632.8 ms [2020-12-05 15:15:23 main:581] : INFO : Epoch 569 | loss: 8.8265e-05 | val_loss: 0.000102836 | Time: 1655.22 ms [2020-12-05 15:15:25 main:581] : INFO : Epoch 570 | loss: 8.78038e-05 | val_loss: 0.000103808 | Time: 1638.22 ms [2020-12-05 15:15:26 main:581] : INFO : Epoch 571 | loss: 8.782e-05 | val_loss: 0.000102751 | Time: 1633.33 ms [2020-12-05 15:15:28 main:581] : INFO : Epoch 572 | loss: 8.78345e-05 | val_loss: 0.000102996 | Time: 1622.66 ms [2020-12-05 15:15:29 main:581] : INFO : Epoch 573 | loss: 8.77086e-05 | val_loss: 0.000102866 | Time: 1625.05 ms [2020-12-05 15:15:31 main:581] : INFO : Epoch 574 | loss: 8.78482e-05 | val_loss: 0.000102945 | Time: 1624.43 ms [2020-12-05 15:15:33 main:581] : INFO : Epoch 575 | loss: 8.7909e-05 | val_loss: 0.000103291 | Time: 1634.29 ms [2020-12-05 15:15:34 main:581] : INFO : Epoch 576 | loss: 8.76049e-05 | val_loss: 0.000102773 | Time: 1630.66 ms [2020-12-05 15:15:36 main:581] : INFO : Epoch 577 | loss: 8.79564e-05 | val_loss: 0.000102684 | Time: 1630.5 ms [2020-12-05 15:15:38 main:581] : INFO : Epoch 578 | loss: 8.78224e-05 | val_loss: 0.000102927 | Time: 1630.49 ms [2020-12-05 15:15:39 main:581] : INFO : Epoch 579 | loss: 8.77673e-05 | val_loss: 0.000103094 | Time: 1657.34 ms [2020-12-05 15:15:41 main:581] : INFO : Epoch 580 | loss: 8.78953e-05 | val_loss: 0.000102963 | Time: 1642.74 ms [2020-12-05 15:15:43 main:581] : INFO : Epoch 581 | loss: 8.77213e-05 | val_loss: 0.000103025 | Time: 1636.52 ms [2020-12-05 15:15:44 main:581] : INFO : Epoch 582 | loss: 8.77272e-05 | val_loss: 0.000102844 | Time: 1640.3 ms [2020-12-05 15:15:46 main:581] : INFO : Epoch 583 | loss: 8.77935e-05 | val_loss: 0.000102695 | Time: 1642.02 ms [2020-12-05 15:15:47 main:581] : INFO : Epoch 584 | loss: 8.77801e-05 | val_loss: 0.000102974 | Time: 1638.52 ms [2020-12-05 15:15:49 main:581] : INFO : Epoch 585 | loss: 8.7821e-05 | val_loss: 0.000102679 | Time: 1638.22 ms [2020-12-05 15:15:51 main:581] : INFO : Epoch 586 | loss: 8.78948e-05 | val_loss: 0.000102687 | Time: 1636.13 ms [2020-12-05 15:15:52 main:581] : INFO : Epoch 587 | loss: 8.78193e-05 | val_loss: 0.000102678 | Time: 1650.38 ms [2020-12-05 15:15:54 main:581] : INFO : Epoch 588 | loss: 8.775e-05 | val_loss: 0.000102893 | Time: 1641.86 ms [2020-12-05 15:15:56 main:581] : INFO : Epoch 589 | loss: 8.7632e-05 | val_loss: 0.000102923 | Time: 1634.24 ms [2020-12-05 15:15:57 main:581] : INFO : Epoch 590 | loss: 8.76403e-05 | val_loss: 0.000103046 | Time: 1637.57 ms [2020-12-05 15:15:59 main:581] : INFO : Epoch 591 | loss: 8.77641e-05 | val_loss: 0.000103025 | Time: 1641.68 ms [2020-12-05 15:16:01 main:581] : INFO : Epoch 592 | loss: 8.78e-05 | val_loss: 0.000102979 | Time: 1660.39 ms [2020-12-05 15:16:02 main:581] : INFO : Epoch 593 | loss: 8.77145e-05 | val_loss: 0.000102885 | Time: 1640.82 ms [2020-12-05 15:16:04 main:581] : INFO : Epoch 594 | loss: 8.77103e-05 | val_loss: 0.00010294 | Time: 1643.5 ms [2020-12-05 15:16:06 main:581] : INFO : Epoch 595 | loss: 8.77111e-05 | val_loss: 0.000102918 | Time: 1653.44 ms [2020-12-05 15:16:07 main:581] : INFO : Epoch 596 | loss: 8.76845e-05 | val_loss: 0.000103568 | Time: 1641.72 ms [2020-12-05 15:16:09 main:581] : INFO : Epoch 597 | loss: 8.79331e-05 | val_loss: 0.000102878 | Time: 1620.43 ms [2020-12-05 15:16:10 main:581] : INFO : Epoch 598 | loss: 8.77231e-05 | val_loss: 0.000103343 | Time: 1621.86 ms [2020-12-05 15:16:12 main:581] : INFO : Epoch 599 | loss: 8.8057e-05 | val_loss: 0.000103132 | Time: 1622 ms [2020-12-05 15:16:14 main:581] : INFO : Epoch 600 | loss: 8.78262e-05 | val_loss: 0.000103069 | Time: 1620.63 ms [2020-12-05 15:16:15 main:581] : INFO : Epoch 601 | loss: 8.7864e-05 | val_loss: 0.000102904 | Time: 1621.75 ms [2020-12-05 15:16:17 main:581] : INFO : Epoch 602 | loss: 8.79516e-05 | val_loss: 0.000103179 | Time: 1630 ms [2020-12-05 15:16:19 main:581] : INFO : Epoch 603 | loss: 8.80112e-05 | val_loss: 0.000102824 | Time: 1622.59 ms [2020-12-05 15:16:20 main:581] : INFO : Epoch 604 | loss: 8.79173e-05 | val_loss: 0.000102917 | Time: 1620.71 ms [2020-12-05 15:16:22 main:581] : INFO : Epoch 605 | loss: 8.76634e-05 | val_loss: 0.000103077 | Time: 1622.35 ms [2020-12-05 15:16:23 main:581] : INFO : Epoch 606 | loss: 8.77296e-05 | val_loss: 0.000103019 | Time: 1629.13 ms [2020-12-05 15:16:25 main:581] : INFO : Epoch 607 | loss: 8.77189e-05 | val_loss: 0.000102933 | Time: 1620.22 ms [2020-12-05 15:16:27 main:581] : INFO : Epoch 608 | loss: 8.76209e-05 | val_loss: 0.000102789 | Time: 1623.85 ms [2020-12-05 15:16:28 main:581] : INFO : Epoch 609 | loss: 8.80392e-05 | val_loss: 0.000103087 | Time: 1642.23 ms [2020-12-05 15:16:30 main:581] : INFO : Epoch 610 | loss: 8.81726e-05 | val_loss: 0.000103568 | Time: 1639.31 ms [2020-12-05 15:16:32 main:581] : INFO : Epoch 611 | loss: 8.79199e-05 | val_loss: 0.000103264 | Time: 1635.96 ms [2020-12-05 15:16:33 main:581] : INFO : Epoch 612 | loss: 8.77111e-05 | val_loss: 0.000103169 | Time: 1634.33 ms [2020-12-05 15:16:35 main:581] : INFO : Epoch 613 | loss: 8.78453e-05 | val_loss: 0.000103209 | Time: 1639.19 ms [2020-12-05 15:16:37 main:581] : INFO : Epoch 614 | loss: 8.78749e-05 | val_loss: 0.000102834 | Time: 1638.18 ms [2020-12-05 15:16:38 main:581] : INFO : Epoch 615 | loss: 8.79412e-05 | val_loss: 0.000103504 | Time: 1635.12 ms [2020-12-05 15:16:40 main:581] : INFO : Epoch 616 | loss: 8.80194e-05 | val_loss: 0.000103101 | Time: 1627.37 ms [2020-12-05 15:16:41 main:581] : INFO : Epoch 617 | loss: 8.79329e-05 | val_loss: 0.000103548 | Time: 1635.3 ms [2020-12-05 15:16:43 main:581] : INFO : Epoch 618 | loss: 8.78885e-05 | val_loss: 0.00010301 | Time: 1630.94 ms [2020-12-05 15:16:45 main:581] : INFO : Epoch 619 | loss: 8.94988e-05 | val_loss: 0.000106283 | Time: 1631.29 ms [2020-12-05 15:16:46 main:581] : INFO : Epoch 620 | loss: 9.10545e-05 | val_loss: 0.000104278 | Time: 1633.17 ms [2020-12-05 15:16:48 main:581] : INFO : Epoch 621 | loss: 8.83186e-05 | val_loss: 0.000103903 | Time: 1638.17 ms [2020-12-05 15:16:50 main:581] : INFO : Epoch 622 | loss: 8.8498e-05 | val_loss: 0.000103306 | Time: 1640.57 ms [2020-12-05 15:16:51 main:581] : INFO : Epoch 623 | loss: 8.80928e-05 | val_loss: 0.000103398 | Time: 1630.98 ms [2020-12-05 15:16:53 main:581] : INFO : Epoch 624 | loss: 8.89608e-05 | val_loss: 0.000107684 | Time: 1632.52 ms [2020-12-05 15:16:54 main:581] : INFO : Epoch 625 | loss: 0.000100676 | val_loss: 0.000104001 | Time: 1627.63 ms [2020-12-05 15:16:56 main:581] : INFO : Epoch 626 | loss: 9.01733e-05 | val_loss: 0.000104327 | Time: 1644.31 ms [2020-12-05 15:16:58 main:581] : INFO : Epoch 627 | loss: 8.82323e-05 | val_loss: 0.000103368 | Time: 1646.84 ms [2020-12-05 15:16:59 main:581] : INFO : Epoch 628 | loss: 8.81461e-05 | val_loss: 0.000103965 | Time: 1639.85 ms [2020-12-05 15:17:01 main:581] : INFO : Epoch 629 | loss: 8.82516e-05 | val_loss: 0.000103051 | Time: 1653 ms [2020-12-05 15:17:03 main:581] : INFO : Epoch 630 | loss: 8.80224e-05 | val_loss: 0.000103411 | Time: 1636.7 ms [2020-12-05 15:17:04 main:581] : INFO : Epoch 631 | loss: 8.85619e-05 | val_loss: 0.000104403 | Time: 1634.67 ms [2020-12-05 15:17:06 main:581] : INFO : Epoch 632 | loss: 9.0975e-05 | val_loss: 0.000107026 | Time: 1635.76 ms [2020-12-05 15:17:08 main:581] : INFO : Epoch 633 | loss: 9.3891e-05 | val_loss: 0.000103815 | Time: 1632.52 ms [2020-12-05 15:17:09 main:581] : INFO : Epoch 634 | loss: 8.93972e-05 | val_loss: 0.000103784 | Time: 1634.59 ms [2020-12-05 15:17:11 main:581] : INFO : Epoch 635 | loss: 8.86262e-05 | val_loss: 0.000104322 | Time: 1628.93 ms [2020-12-05 15:17:13 main:581] : INFO : Epoch 636 | loss: 8.91843e-05 | val_loss: 0.000103186 | Time: 1633.88 ms [2020-12-05 15:17:14 main:581] : INFO : Epoch 637 | loss: 8.93196e-05 | val_loss: 0.000108159 | Time: 1633.26 ms [2020-12-05 15:17:16 main:581] : INFO : Epoch 638 | loss: 9.70735e-05 | val_loss: 0.000105899 | Time: 1633.71 ms [2020-12-05 15:17:17 main:581] : INFO : Epoch 639 | loss: 9.00528e-05 | val_loss: 0.000105023 | Time: 1635.07 ms [2020-12-05 15:17:19 main:581] : INFO : Epoch 640 | loss: 8.84869e-05 | val_loss: 0.000103511 | Time: 1632.11 ms [2020-12-05 15:17:21 main:581] : INFO : Epoch 641 | loss: 8.85496e-05 | val_loss: 0.000103034 | Time: 1642.47 ms [2020-12-05 15:17:22 main:581] : INFO : Epoch 642 | loss: 8.83984e-05 | val_loss: 0.000104213 | Time: 1648.64 ms [2020-12-05 15:17:24 main:581] : INFO : Epoch 643 | loss: 8.86658e-05 | val_loss: 0.000103919 | Time: 1632.73 ms [2020-12-05 15:17:26 main:581] : INFO : Epoch 644 | loss: 8.85467e-05 | val_loss: 0.000105629 | Time: 1637.75 ms [2020-12-05 15:17:27 main:581] : INFO : Epoch 645 | loss: 0.000105643 | val_loss: 0.000105878 | Time: 1635.49 ms [2020-12-05 15:17:29 main:581] : INFO : Epoch 646 | loss: 9.33084e-05 | val_loss: 0.000105923 | Time: 1632.56 ms [2020-12-05 15:17:31 main:581] : INFO : Epoch 647 | loss: 8.9567e-05 | val_loss: 0.00010416 | Time: 1637.91 ms [2020-12-05 15:17:32 main:581] : INFO : Epoch 648 | loss: 8.8714e-05 | val_loss: 0.000103943 | Time: 1637.24 ms [2020-12-05 15:17:34 main:581] : INFO : Epoch 649 | loss: 8.8242e-05 | val_loss: 0.000103772 | Time: 1640 ms [2020-12-05 15:17:35 main:581] : INFO : Epoch 650 | loss: 8.81259e-05 | val_loss: 0.000103626 | Time: 1643.69 ms [2020-12-05 15:17:37 main:581] : INFO : Epoch 651 | loss: 8.90377e-05 | val_loss: 0.000105417 | Time: 1638.85 ms [2020-12-05 15:17:39 main:581] : INFO : Epoch 652 | loss: 9.0167e-05 | val_loss: 0.000104632 | Time: 1634.14 ms [2020-12-05 15:17:40 main:581] : INFO : Epoch 653 | loss: 8.91916e-05 | val_loss: 0.00010551 | Time: 1640.8 ms [2020-12-05 15:17:42 main:581] : INFO : Epoch 654 | loss: 9.50237e-05 | val_loss: 0.000111058 | Time: 1635.98 ms [2020-12-05 15:17:44 main:581] : INFO : Epoch 655 | loss: 9.13875e-05 | val_loss: 0.000105204 | Time: 1628.71 ms [2020-12-05 15:17:45 main:581] : INFO : Epoch 656 | loss: 8.93222e-05 | val_loss: 0.000104551 | Time: 1634.28 ms [2020-12-05 15:17:47 main:581] : INFO : Epoch 657 | loss: 8.92797e-05 | val_loss: 0.00010497 | Time: 1638.05 ms [2020-12-05 15:17:49 main:581] : INFO : Epoch 658 | loss: 8.94085e-05 | val_loss: 0.000105512 | Time: 1636.38 ms [2020-12-05 15:17:50 main:581] : INFO : Epoch 659 | loss: 9.36851e-05 | val_loss: 0.00011591 | Time: 1631.56 ms [2020-12-05 15:17:52 main:581] : INFO : Epoch 660 | loss: 0.00010609 | val_loss: 0.000111348 | Time: 1635.67 ms [2020-12-05 15:17:53 main:581] : INFO : Epoch 661 | loss: 9.02558e-05 | val_loss: 0.000103816 | Time: 1639.03 ms [2020-12-05 15:17:55 main:581] : INFO : Epoch 662 | loss: 8.86435e-05 | val_loss: 0.000104145 | Time: 1644.1 ms [2020-12-05 15:17:57 main:581] : INFO : Epoch 663 | loss: 8.94251e-05 | val_loss: 0.000104315 | Time: 1637.36 ms [2020-12-05 15:17:58 main:581] : INFO : Epoch 664 | loss: 8.86293e-05 | val_loss: 0.00010525 | Time: 1633.46 ms [2020-12-05 15:18:00 main:581] : INFO : Epoch 665 | loss: 9.5331e-05 | val_loss: 0.000109685 | Time: 1645.88 ms [2020-12-05 15:18:02 main:581] : INFO : Epoch 666 | loss: 9.22356e-05 | val_loss: 0.000106956 | Time: 1629.68 ms [2020-12-05 15:18:03 main:581] : INFO : Epoch 667 | loss: 8.98267e-05 | val_loss: 0.000104178 | Time: 1634.18 ms [2020-12-05 15:18:05 main:581] : INFO : Epoch 668 | loss: 9.17677e-05 | val_loss: 0.000110889 | Time: 1632.71 ms [2020-12-05 15:18:07 main:581] : INFO : Epoch 669 | loss: 9.32245e-05 | val_loss: 0.000105808 | Time: 1641.5 ms [2020-12-05 15:18:08 main:581] : INFO : Epoch 670 | loss: 9.00123e-05 | val_loss: 0.000108176 | Time: 1639.02 ms [2020-12-05 15:18:10 main:581] : INFO : Epoch 671 | loss: 9.60934e-05 | val_loss: 0.000108272 | Time: 1640.68 ms [2020-12-05 15:18:11 main:581] : INFO : Epoch 672 | loss: 9.09519e-05 | val_loss: 0.000105926 | Time: 1615.8 ms [2020-12-05 15:18:13 main:581] : INFO : Epoch 673 | loss: 9.04698e-05 | val_loss: 0.000106271 | Time: 1650.15 ms [2020-12-05 15:18:15 main:581] : INFO : Epoch 674 | loss: 9.16749e-05 | val_loss: 0.000105853 | Time: 1638.09 ms [2020-12-05 15:18:16 main:581] : INFO : Epoch 675 | loss: 9.134e-05 | val_loss: 0.000112883 | Time: 1633.47 ms [2020-12-05 15:18:18 main:581] : INFO : Epoch 676 | loss: 9.67257e-05 | val_loss: 0.0001101 | Time: 1634.25 ms [2020-12-05 15:18:20 main:581] : INFO : Epoch 677 | loss: 9.66111e-05 | val_loss: 0.000108043 | Time: 1636.2 ms [2020-12-05 15:18:21 main:581] : INFO : Epoch 678 | loss: 9.08063e-05 | val_loss: 0.00010466 | Time: 1642.97 ms [2020-12-05 15:18:23 main:581] : INFO : Epoch 679 | loss: 8.93278e-05 | val_loss: 0.000105837 | Time: 1632.08 ms [2020-12-05 15:18:25 main:581] : INFO : Epoch 680 | loss: 8.99106e-05 | val_loss: 0.000109127 | Time: 1636.1 ms [2020-12-05 15:18:26 main:581] : INFO : Epoch 681 | loss: 0.000100734 | val_loss: 0.000110658 | Time: 1637.22 ms [2020-12-05 15:18:28 main:581] : INFO : Epoch 682 | loss: 9.20268e-05 | val_loss: 0.000106458 | Time: 1641.91 ms [2020-12-05 15:18:29 main:581] : INFO : Epoch 683 | loss: 8.99112e-05 | val_loss: 0.000104106 | Time: 1638.95 ms [2020-12-05 15:18:31 main:581] : INFO : Epoch 684 | loss: 8.93839e-05 | val_loss: 0.000107594 | Time: 1640.4 ms [2020-12-05 15:18:33 main:581] : INFO : Epoch 685 | loss: 9.48851e-05 | val_loss: 0.000107361 | Time: 1636.57 ms [2020-12-05 15:18:34 main:581] : INFO : Epoch 686 | loss: 0.000100903 | val_loss: 0.000117511 | Time: 1630.63 ms [2020-12-05 15:18:36 main:581] : INFO : Epoch 687 | loss: 9.33647e-05 | val_loss: 0.000107204 | Time: 1628.72 ms [2020-12-05 15:18:38 main:581] : INFO : Epoch 688 | loss: 8.95008e-05 | val_loss: 0.000104603 | Time: 1664.55 ms [2020-12-05 15:18:39 main:581] : INFO : Epoch 689 | loss: 8.8908e-05 | val_loss: 0.000104842 | Time: 1653.05 ms [2020-12-05 15:18:41 main:581] : INFO : Epoch 690 | loss: 8.97616e-05 | val_loss: 0.0001067 | Time: 1643.36 ms [2020-12-05 15:18:43 main:581] : INFO : Epoch 691 | loss: 9.16992e-05 | val_loss: 0.000112946 | Time: 1638.15 ms [2020-12-05 15:18:44 main:581] : INFO : Epoch 692 | loss: 9.78956e-05 | val_loss: 0.000109932 | Time: 1648.53 ms [2020-12-05 15:18:46 main:581] : INFO : Epoch 693 | loss: 9.50023e-05 | val_loss: 0.000107798 | Time: 1636.6 ms [2020-12-05 15:18:48 main:581] : INFO : Epoch 694 | loss: 9.11434e-05 | val_loss: 0.00010588 | Time: 1644.99 ms [2020-12-05 15:18:49 main:581] : INFO : Epoch 695 | loss: 9.18888e-05 | val_loss: 0.00010657 | Time: 1635.46 ms [2020-12-05 15:18:51 main:581] : INFO : Epoch 696 | loss: 9.23684e-05 | val_loss: 0.000109989 | Time: 1642.58 ms [2020-12-05 15:18:52 main:581] : INFO : Epoch 697 | loss: 9.29641e-05 | val_loss: 0.000107368 | Time: 1638.55 ms [2020-12-05 15:18:54 main:581] : INFO : Epoch 698 | loss: 9.29578e-05 | val_loss: 0.000110994 | Time: 1645 ms [2020-12-05 15:18:56 main:581] : INFO : Epoch 699 | loss: 9.836e-05 | val_loss: 0.000107479 | Time: 1636.07 ms [2020-12-05 15:18:57 main:581] : INFO : Epoch 700 | loss: 9.16679e-05 | val_loss: 0.000106355 | Time: 1639.76 ms [2020-12-05 15:18:59 main:581] : INFO : Epoch 701 | loss: 9.21732e-05 | val_loss: 0.000112989 | Time: 1640.32 ms [2020-12-05 15:19:01 main:581] : INFO : Epoch 702 | loss: 9.89739e-05 | val_loss: 0.000107529 | Time: 1639.6 ms [2020-12-05 15:19:02 main:581] : INFO : Epoch 703 | loss: 9.13966e-05 | val_loss: 0.000105097 | Time: 1634.66 ms [2020-12-05 15:19:04 main:581] : INFO : Epoch 704 | loss: 9.0633e-05 | val_loss: 0.000108601 | Time: 1631.37 ms [2020-12-05 15:19:06 main:581] : INFO : Epoch 705 | loss: 9.73139e-05 | val_loss: 0.000107539 | Time: 1634.04 ms [2020-12-05 15:19:07 main:581] : INFO : Epoch 706 | loss: 9.13759e-05 | val_loss: 0.000106687 | Time: 1633.18 ms [2020-12-05 15:19:09 main:581] : INFO : Epoch 707 | loss: 9.51625e-05 | val_loss: 0.000109136 | Time: 1642.44 ms [2020-12-05 15:19:10 main:581] : INFO : Epoch 708 | loss: 9.13836e-05 | val_loss: 0.000106158 | Time: 1620.79 ms [2020-12-05 15:19:12 main:581] : INFO : Epoch 709 | loss: 9.43337e-05 | val_loss: 0.000114202 | Time: 1610.77 ms [2020-12-05 15:19:14 main:581] : INFO : Epoch 710 | loss: 9.49024e-05 | val_loss: 0.000111022 | Time: 1618.86 ms [2020-12-05 15:19:15 main:581] : INFO : Epoch 711 | loss: 9.68251e-05 | val_loss: 0.000110724 | Time: 1619.66 ms [2020-12-05 15:19:17 main:581] : INFO : Epoch 712 | loss: 9.34919e-05 | val_loss: 0.00010645 | Time: 1634.45 ms [2020-12-05 15:19:19 main:581] : INFO : Epoch 713 | loss: 9.304e-05 | val_loss: 0.000118113 | Time: 1630.88 ms [2020-12-05 15:19:20 main:581] : INFO : Epoch 714 | loss: 0.000102504 | val_loss: 0.000113389 | Time: 1627.65 ms [2020-12-05 15:19:22 main:581] : INFO : Epoch 715 | loss: 9.34339e-05 | val_loss: 0.000108159 | Time: 1629.55 ms [2020-12-05 15:19:23 main:581] : INFO : Epoch 716 | loss: 9.09504e-05 | val_loss: 0.000106543 | Time: 1632.54 ms [2020-12-05 15:19:25 main:581] : INFO : Epoch 717 | loss: 9.20763e-05 | val_loss: 0.000117145 | Time: 1634.39 ms [2020-12-05 15:19:27 main:581] : INFO : Epoch 718 | loss: 0.00010854 | val_loss: 0.000109186 | Time: 1644.75 ms [2020-12-05 15:19:28 main:581] : INFO : Epoch 719 | loss: 9.2773e-05 | val_loss: 0.000106527 | Time: 1648.05 ms [2020-12-05 15:19:30 main:581] : INFO : Epoch 720 | loss: 9.0779e-05 | val_loss: 0.000105997 | Time: 1635.24 ms [2020-12-05 15:19:32 main:581] : INFO : Epoch 721 | loss: 9.25033e-05 | val_loss: 0.000113548 | Time: 1652.67 ms [2020-12-05 15:19:33 main:581] : INFO : Epoch 722 | loss: 9.88173e-05 | val_loss: 0.000109552 | Time: 1637.61 ms [2020-12-05 15:19:35 main:581] : INFO : Epoch 723 | loss: 9.30368e-05 | val_loss: 0.00011153 | Time: 1641.4 ms [2020-12-05 15:19:37 main:581] : INFO : Epoch 724 | loss: 9.33556e-05 | val_loss: 0.000108513 | Time: 1643.93 ms [2020-12-05 15:19:38 main:581] : INFO : Epoch 725 | loss: 9.44431e-05 | val_loss: 0.000113133 | Time: 1648.5 ms [2020-12-05 15:19:40 main:581] : INFO : Epoch 726 | loss: 9.45923e-05 | val_loss: 0.000106813 | Time: 1614.27 ms [2020-12-05 15:19:41 main:581] : INFO : Epoch 727 | loss: 9.12287e-05 | val_loss: 0.000107119 | Time: 1605.71 ms [2020-12-05 15:19:43 main:581] : INFO : Epoch 728 | loss: 9.55936e-05 | val_loss: 0.000113398 | Time: 1604.05 ms [2020-12-05 15:19:45 main:581] : INFO : Epoch 729 | loss: 9.683e-05 | val_loss: 0.000109489 | Time: 1596.09 ms [2020-12-05 15:19:46 main:581] : INFO : Epoch 730 | loss: 9.24649e-05 | val_loss: 0.000105833 | Time: 1597.07 ms [2020-12-05 15:19:48 main:581] : INFO : Epoch 731 | loss: 9.4543e-05 | val_loss: 0.000118505 | Time: 1602.03 ms [2020-12-05 15:19:49 main:581] : INFO : Epoch 732 | loss: 9.91167e-05 | val_loss: 0.000113109 | Time: 1588.64 ms [2020-12-05 15:19:51 main:581] : INFO : Epoch 733 | loss: 9.51869e-05 | val_loss: 0.000109097 | Time: 1592.71 ms [2020-12-05 15:19:53 main:581] : INFO : Epoch 734 | loss: 9.31901e-05 | val_loss: 0.000109108 | Time: 1598.32 ms [2020-12-05 15:19:54 main:581] : INFO : Epoch 735 | loss: 9.46308e-05 | val_loss: 0.00011108 | Time: 1610.31 ms [2020-12-05 15:19:56 main:581] : INFO : Epoch 736 | loss: 0.000101584 | val_loss: 0.00011581 | Time: 1632.36 ms [2020-12-05 15:19:58 main:581] : INFO : Epoch 737 | loss: 9.42081e-05 | val_loss: 0.000107388 | Time: 1642.25 ms [2020-12-05 15:19:59 main:581] : INFO : Epoch 738 | loss: 9.13819e-05 | val_loss: 0.000106134 | Time: 1642.55 ms [2020-12-05 15:20:01 main:581] : INFO : Epoch 739 | loss: 9.2223e-05 | val_loss: 0.000111805 | Time: 1650.9 ms [2020-12-05 15:20:02 main:581] : INFO : Epoch 740 | loss: 9.56968e-05 | val_loss: 0.000119492 | Time: 1666.3 ms [2020-12-05 15:20:04 main:581] : INFO : Epoch 741 | loss: 0.000106516 | val_loss: 0.000109802 | Time: 1657.65 ms [2020-12-05 15:20:06 main:581] : INFO : Epoch 742 | loss: 9.44912e-05 | val_loss: 0.000120727 | Time: 1653.65 ms [2020-12-05 15:20:07 main:581] : INFO : Epoch 743 | loss: 0.000116646 | val_loss: 0.000116492 | Time: 1654.44 ms [2020-12-05 15:20:09 main:581] : INFO : Epoch 744 | loss: 9.4789e-05 | val_loss: 0.000112212 | Time: 1663.08 ms [2020-12-05 15:20:11 main:581] : INFO : Epoch 745 | loss: 0.000113249 | val_loss: 0.000129645 | Time: 1659.03 ms [2020-12-05 15:20:12 main:581] : INFO : Epoch 746 | loss: 9.75455e-05 | val_loss: 0.000108362 | Time: 1650.52 ms [2020-12-05 15:20:14 main:581] : INFO : Epoch 747 | loss: 9.30953e-05 | val_loss: 0.000111389 | Time: 1657.95 ms [2020-12-05 15:20:16 main:581] : INFO : Epoch 748 | loss: 9.21593e-05 | val_loss: 0.000106084 | Time: 1653.03 ms [2020-12-05 15:20:17 main:581] : INFO : Epoch 749 | loss: 9.0208e-05 | val_loss: 0.000105109 | Time: 1659.51 ms [2020-12-05 15:20:19 main:581] : INFO : Epoch 750 | loss: 8.95049e-05 | val_loss: 0.000106363 | Time: 1663.9 ms [2020-12-05 15:20:21 main:581] : INFO : Epoch 751 | loss: 8.95883e-05 | val_loss: 0.00010619 | Time: 1659.13 ms [2020-12-05 15:20:22 main:581] : INFO : Epoch 752 | loss: 9.4137e-05 | val_loss: 0.000122179 | Time: 1658.4 ms [2020-12-05 15:20:24 main:581] : INFO : Epoch 753 | loss: 0.00010739 | val_loss: 0.000109645 | Time: 1653.51 ms [2020-12-05 15:20:26 main:581] : INFO : Epoch 754 | loss: 9.27343e-05 | val_loss: 0.000106234 | Time: 1661.21 ms [2020-12-05 15:20:27 main:581] : INFO : Epoch 755 | loss: 9.05958e-05 | val_loss: 0.000105398 | Time: 1664.29 ms [2020-12-05 15:20:29 main:581] : INFO : Epoch 756 | loss: 9.07384e-05 | val_loss: 0.000108852 | Time: 1663.11 ms [2020-12-05 15:20:31 main:581] : INFO : Epoch 757 | loss: 9.54012e-05 | val_loss: 0.000110504 | Time: 1657.31 ms [2020-12-05 15:20:32 main:581] : INFO : Epoch 758 | loss: 9.51621e-05 | val_loss: 0.000109871 | Time: 1656.99 ms [2020-12-05 15:20:34 main:581] : INFO : Epoch 759 | loss: 9.19659e-05 | val_loss: 0.000106518 | Time: 1660.34 ms [2020-12-05 15:20:36 main:581] : INFO : Epoch 760 | loss: 9.25857e-05 | val_loss: 0.000112007 | Time: 1661.55 ms [2020-12-05 15:20:37 main:581] : INFO : Epoch 761 | loss: 0.00010383 | val_loss: 0.000115719 | Time: 1648.97 ms [2020-12-05 15:20:39 main:581] : INFO : Epoch 762 | loss: 9.53512e-05 | val_loss: 0.000109012 | Time: 1629.05 ms [2020-12-05 15:20:41 main:581] : INFO : Epoch 763 | loss: 9.26777e-05 | val_loss: 0.000106902 | Time: 1628.3 ms [2020-12-05 15:20:42 main:581] : INFO : Epoch 764 | loss: 9.14003e-05 | val_loss: 0.000106409 | Time: 1634.51 ms [2020-12-05 15:20:44 main:581] : INFO : Epoch 765 | loss: 9.3406e-05 | val_loss: 0.000115151 | Time: 1633.27 ms [2020-12-05 15:20:45 main:581] : INFO : Epoch 766 | loss: 0.000100237 | val_loss: 0.000116365 | Time: 1625.32 ms [2020-12-05 15:20:47 main:581] : INFO : Epoch 767 | loss: 9.64616e-05 | val_loss: 0.000115455 | Time: 1624.2 ms [2020-12-05 15:20:49 main:581] : INFO : Epoch 768 | loss: 9.88215e-05 | val_loss: 0.00011429 | Time: 1629.06 ms [2020-12-05 15:20:50 main:581] : INFO : Epoch 769 | loss: 9.80257e-05 | val_loss: 0.000110655 | Time: 1628.08 ms [2020-12-05 15:20:52 main:581] : INFO : Epoch 770 | loss: 9.36724e-05 | val_loss: 0.000106511 | Time: 1626.99 ms [2020-12-05 15:20:54 main:581] : INFO : Epoch 771 | loss: 9.63658e-05 | val_loss: 0.000120448 | Time: 1630.21 ms [2020-12-05 15:20:55 main:581] : INFO : Epoch 772 | loss: 9.9012e-05 | val_loss: 0.000112742 | Time: 1637.73 ms [2020-12-05 15:20:57 main:581] : INFO : Epoch 773 | loss: 9.34789e-05 | val_loss: 0.000108097 | Time: 1658.4 ms [2020-12-05 15:20:59 main:581] : INFO : Epoch 774 | loss: 9.52242e-05 | val_loss: 0.000114573 | Time: 1648.33 ms [2020-12-05 15:21:00 main:581] : INFO : Epoch 775 | loss: 9.64928e-05 | val_loss: 0.000112898 | Time: 1657.22 ms [2020-12-05 15:21:02 main:581] : INFO : Epoch 776 | loss: 9.54369e-05 | val_loss: 0.000110971 | Time: 1642.65 ms [2020-12-05 15:21:03 main:581] : INFO : Epoch 777 | loss: 9.8455e-05 | val_loss: 0.000121874 | Time: 1645.3 ms [2020-12-05 15:21:05 main:581] : INFO : Epoch 778 | loss: 0.000105684 | val_loss: 0.000124747 | Time: 1643.19 ms [2020-12-05 15:21:07 main:581] : INFO : Epoch 779 | loss: 9.93061e-05 | val_loss: 0.000112442 | Time: 1643.83 ms [2020-12-05 15:21:08 main:581] : INFO : Epoch 780 | loss: 9.31455e-05 | val_loss: 0.000107112 | Time: 1644.78 ms [2020-12-05 15:21:10 main:581] : INFO : Epoch 781 | loss: 9.39314e-05 | val_loss: 0.000114149 | Time: 1642.66 ms [2020-12-05 15:21:12 main:581] : INFO : Epoch 782 | loss: 9.49425e-05 | val_loss: 0.000107858 | Time: 1647.99 ms [2020-12-05 15:21:13 main:581] : INFO : Epoch 783 | loss: 9.28925e-05 | val_loss: 0.000119295 | Time: 1648.93 ms [2020-12-05 15:21:15 main:581] : INFO : Epoch 784 | loss: 0.000112712 | val_loss: 0.000118957 | Time: 1646.22 ms [2020-12-05 15:21:17 main:581] : INFO : Epoch 785 | loss: 0.000102953 | val_loss: 0.000119358 | Time: 1646.47 ms [2020-12-05 15:21:18 main:581] : INFO : Epoch 786 | loss: 9.60699e-05 | val_loss: 0.00010928 | Time: 1645.59 ms [2020-12-05 15:21:20 main:581] : INFO : Epoch 787 | loss: 9.1922e-05 | val_loss: 0.000107808 | Time: 1642.42 ms [2020-12-05 15:21:22 main:581] : INFO : Epoch 788 | loss: 9.22922e-05 | val_loss: 0.000110589 | Time: 1642.2 ms [2020-12-05 15:21:23 main:581] : INFO : Epoch 789 | loss: 9.54482e-05 | val_loss: 0.000109628 | Time: 1642.79 ms [2020-12-05 15:21:25 main:581] : INFO : Epoch 790 | loss: 9.33125e-05 | val_loss: 0.000108286 | Time: 1643.78 ms [2020-12-05 15:21:26 main:581] : INFO : Epoch 791 | loss: 9.32461e-05 | val_loss: 0.000108919 | Time: 1641.51 ms [2020-12-05 15:21:28 main:581] : INFO : Epoch 792 | loss: 9.38288e-05 | val_loss: 0.000110705 | Time: 1652.54 ms [2020-12-05 15:21:30 main:581] : INFO : Epoch 793 | loss: 9.20202e-05 | val_loss: 0.0001087 | Time: 1640.48 ms [2020-12-05 15:21:31 main:581] : INFO : Epoch 794 | loss: 9.77342e-05 | val_loss: 0.000114924 | Time: 1648.45 ms [2020-12-05 15:21:33 main:581] : INFO : Epoch 795 | loss: 9.91244e-05 | val_loss: 0.000111572 | Time: 1647.41 ms [2020-12-05 15:21:35 main:581] : INFO : Epoch 796 | loss: 0.000104455 | val_loss: 0.000115528 | Time: 1644.63 ms [2020-12-05 15:21:36 main:581] : INFO : Epoch 797 | loss: 9.89092e-05 | val_loss: 0.000112812 | Time: 1640.28 ms [2020-12-05 15:21:38 main:581] : INFO : Epoch 798 | loss: 9.39784e-05 | val_loss: 0.000107561 | Time: 1640.62 ms [2020-12-05 15:21:40 main:581] : INFO : Epoch 799 | loss: 9.20341e-05 | val_loss: 0.000109861 | Time: 1648.27 ms [2020-12-05 15:21:41 main:581] : INFO : Epoch 800 | loss: 9.52473e-05 | val_loss: 0.000136626 | Time: 1643.4 ms [2020-12-05 15:21:43 main:581] : INFO : Epoch 801 | loss: 0.00430801 | val_loss: 0.00436996 | Time: 1643.73 ms [2020-12-05 15:21:45 main:581] : INFO : Epoch 802 | loss: 0.00217894 | val_loss: 0.000648941 | Time: 1648.66 ms [2020-12-05 15:21:46 main:581] : INFO : Epoch 803 | loss: 0.000602867 | val_loss: 0.000466465 | Time: 1654.58 ms [2020-12-05 15:21:48 main:581] : INFO : Epoch 804 | loss: 0.000254134 | val_loss: 0.000164952 | Time: 1651.1 ms [2020-12-05 15:21:50 main:581] : INFO : Epoch 805 | loss: 0.000134552 | val_loss: 0.000131487 | Time: 1644.55 ms [2020-12-05 15:21:51 main:581] : INFO : Epoch 806 | loss: 0.000113133 | val_loss: 0.000124546 | Time: 1649.39 ms [2020-12-05 15:21:53 main:581] : INFO : Epoch 807 | loss: 0.000109064 | val_loss: 0.000122996 | Time: 1646.5 ms [2020-12-05 15:21:54 main:581] : INFO : Epoch 808 | loss: 0.00010809 | val_loss: 0.000122976 | Time: 1646.83 ms [2020-12-05 15:21:56 main:581] : INFO : Epoch 809 | loss: 0.000107701 | val_loss: 0.000122459 | Time: 1641.91 ms [2020-12-05 15:21:58 main:581] : INFO : Epoch 810 | loss: 0.000107322 | val_loss: 0.000122387 | Time: 1645.53 ms [2020-12-05 15:21:59 main:581] : INFO : Epoch 811 | loss: 0.000106871 | val_loss: 0.00012202 | Time: 1646.79 ms [2020-12-05 15:22:01 main:581] : INFO : Epoch 812 | loss: 0.000106359 | val_loss: 0.00012157 | Time: 1663.97 ms [2020-12-05 15:22:03 main:581] : INFO : Epoch 813 | loss: 0.000105889 | val_loss: 0.000121211 | Time: 1649.33 ms [2020-12-05 15:22:04 main:581] : INFO : Epoch 814 | loss: 0.000105622 | val_loss: 0.000120884 | Time: 1644.12 ms [2020-12-05 15:22:06 main:581] : INFO : Epoch 815 | loss: 0.000105289 | val_loss: 0.000120576 | Time: 1650.3 ms [2020-12-05 15:22:08 main:581] : INFO : Epoch 816 | loss: 0.000104537 | val_loss: 0.000120484 | Time: 1647.23 ms [2020-12-05 15:22:09 main:581] : INFO : Epoch 817 | loss: 0.000104094 | val_loss: 0.000120409 | Time: 1629.45 ms [2020-12-05 15:22:11 main:581] : INFO : Epoch 818 | loss: 0.000104019 | val_loss: 0.000119984 | Time: 1628.69 ms [2020-12-05 15:22:13 main:581] : INFO : Epoch 819 | loss: 0.000103772 | val_loss: 0.000119953 | Time: 1634.98 ms [2020-12-05 15:22:14 main:581] : INFO : Epoch 820 | loss: 0.000103775 | val_loss: 0.000119626 | Time: 1638.31 ms [2020-12-05 15:22:16 main:581] : INFO : Epoch 821 | loss: 0.000103552 | val_loss: 0.000119527 | Time: 1630.86 ms [2020-12-05 15:22:17 main:581] : INFO : Epoch 822 | loss: 0.000103492 | val_loss: 0.000119691 | Time: 1628.03 ms [2020-12-05 15:22:19 main:581] : INFO : Epoch 823 | loss: 0.00010344 | val_loss: 0.000119323 | Time: 1632.33 ms [2020-12-05 15:22:21 main:581] : INFO : Epoch 824 | loss: 0.000103384 | val_loss: 0.000119278 | Time: 1639.65 ms [2020-12-05 15:22:22 main:581] : INFO : Epoch 825 | loss: 0.000103264 | val_loss: 0.00011922 | Time: 1632.96 ms [2020-12-05 15:22:24 main:581] : INFO : Epoch 826 | loss: 0.000103225 | val_loss: 0.000119223 | Time: 1653.96 ms [2020-12-05 15:22:26 main:581] : INFO : Epoch 827 | loss: 0.000103205 | val_loss: 0.000118776 | Time: 1643.64 ms [2020-12-05 15:22:27 main:581] : INFO : Epoch 828 | loss: 0.000103216 | val_loss: 0.000119068 | Time: 1643.34 ms [2020-12-05 15:22:29 main:581] : INFO : Epoch 829 | loss: 0.00010338 | val_loss: 0.000118829 | Time: 1648.35 ms [2020-12-05 15:22:31 main:581] : INFO : Epoch 830 | loss: 0.000103063 | val_loss: 0.000118576 | Time: 1645.66 ms [2020-12-05 15:22:32 main:581] : INFO : Epoch 831 | loss: 0.000103045 | val_loss: 0.000118455 | Time: 1642.2 ms [2020-12-05 15:22:34 main:581] : INFO : Epoch 832 | loss: 0.000102915 | val_loss: 0.000118307 | Time: 1635.78 ms [2020-12-05 15:22:36 main:581] : INFO : Epoch 833 | loss: 0.000102854 | val_loss: 0.000118309 | Time: 1644.07 ms [2020-12-05 15:22:37 main:581] : INFO : Epoch 834 | loss: 0.0001028 | val_loss: 0.000118642 | Time: 1639.8 ms [2020-12-05 15:22:39 main:581] : INFO : Epoch 835 | loss: 0.0001032 | val_loss: 0.000118667 | Time: 1627.06 ms [2020-12-05 15:22:40 main:581] : INFO : Epoch 836 | loss: 0.00010306 | val_loss: 0.000117936 | Time: 1641.52 ms [2020-12-05 15:22:42 main:581] : INFO : Epoch 837 | loss: 0.000102823 | val_loss: 0.000118172 | Time: 1631.15 ms [2020-12-05 15:22:44 main:581] : INFO : Epoch 838 | loss: 0.000103278 | val_loss: 0.000118619 | Time: 1633.23 ms [2020-12-05 15:22:45 main:581] : INFO : Epoch 839 | loss: 0.000103353 | val_loss: 0.00011812 | Time: 1636.86 ms [2020-12-05 15:22:47 main:581] : INFO : Epoch 840 | loss: 0.000103245 | val_loss: 0.000118251 | Time: 1633.53 ms [2020-12-05 15:22:49 main:581] : INFO : Epoch 841 | loss: 0.000103178 | val_loss: 0.000118853 | Time: 1635.61 ms [2020-12-05 15:22:50 main:581] : INFO : Epoch 842 | loss: 0.000103513 | val_loss: 0.000117775 | Time: 1635.81 ms [2020-12-05 15:22:52 main:581] : INFO : Epoch 843 | loss: 0.000102776 | val_loss: 0.000117528 | Time: 1622.79 ms [2020-12-05 15:22:54 main:581] : INFO : Epoch 844 | loss: 0.000102653 | val_loss: 0.00011878 | Time: 1648.82 ms [2020-12-05 15:22:55 main:581] : INFO : Epoch 845 | loss: 0.00010902 | val_loss: 0.00012516 | Time: 1669.39 ms [2020-12-05 15:22:57 main:581] : INFO : Epoch 846 | loss: 0.000105055 | val_loss: 0.000118382 | Time: 1663.24 ms [2020-12-05 15:22:59 main:581] : INFO : Epoch 847 | loss: 0.00010302 | val_loss: 0.000117988 | Time: 1662.75 ms [2020-12-05 15:23:00 main:581] : INFO : Epoch 848 | loss: 0.000104733 | val_loss: 0.00012028 | Time: 1673.95 ms [2020-12-05 15:23:02 main:581] : INFO : Epoch 849 | loss: 0.00010378 | val_loss: 0.00011745 | Time: 1654.83 ms [2020-12-05 15:23:04 main:581] : INFO : Epoch 850 | loss: 0.000102547 | val_loss: 0.000117428 | Time: 1662.32 ms [2020-12-05 15:23:05 main:581] : INFO : Epoch 851 | loss: 0.000103038 | val_loss: 0.000120629 | Time: 1669.48 ms [2020-12-05 15:23:07 main:581] : INFO : Epoch 852 | loss: 0.000114535 | val_loss: 0.00013256 | Time: 1675.84 ms [2020-12-05 15:23:09 main:581] : INFO : Epoch 853 | loss: 0.000107976 | val_loss: 0.00011827 | Time: 1657.7 ms [2020-12-05 15:23:10 main:581] : INFO : Epoch 854 | loss: 0.00010286 | val_loss: 0.000117399 | Time: 1664.12 ms [2020-12-05 15:23:12 main:581] : INFO : Epoch 855 | loss: 0.000103477 | val_loss: 0.000117222 | Time: 1659.88 ms [2020-12-05 15:23:13 main:581] : INFO : Epoch 856 | loss: 0.000102721 | val_loss: 0.000117557 | Time: 1659.26 ms [2020-12-05 15:23:15 main:581] : INFO : Epoch 857 | loss: 0.000105917 | val_loss: 0.00012321 | Time: 1671.79 ms [2020-12-05 15:23:17 main:581] : INFO : Epoch 858 | loss: 0.000108362 | val_loss: 0.000119737 | Time: 1650.43 ms [2020-12-05 15:23:18 main:581] : INFO : Epoch 859 | loss: 0.000103952 | val_loss: 0.00011756 | Time: 1646.2 ms [2020-12-05 15:23:20 main:581] : INFO : Epoch 860 | loss: 0.000105117 | val_loss: 0.00011767 | Time: 1656.94 ms [2020-12-05 15:23:22 main:581] : INFO : Epoch 861 | loss: 0.000105768 | val_loss: 0.000123643 | Time: 1654.89 ms [2020-12-05 15:23:23 main:581] : INFO : Epoch 862 | loss: 0.000115856 | val_loss: 0.000120268 | Time: 1669.69 ms [2020-12-05 15:23:25 main:581] : INFO : Epoch 863 | loss: 0.000107251 | val_loss: 0.000119081 | Time: 1663.53 ms [2020-12-05 15:23:27 main:581] : INFO : Epoch 864 | loss: 0.000106374 | val_loss: 0.000117974 | Time: 1671.12 ms [2020-12-05 15:23:28 main:581] : INFO : Epoch 865 | loss: 0.000103451 | val_loss: 0.000119574 | Time: 1654.31 ms [2020-12-05 15:23:30 main:581] : INFO : Epoch 866 | loss: 0.00010923 | val_loss: 0.000117761 | Time: 1649.05 ms [2020-12-05 15:23:32 main:581] : INFO : Epoch 867 | loss: 0.000104273 | val_loss: 0.000118252 | Time: 1655.59 ms [2020-12-05 15:23:33 main:581] : INFO : Epoch 868 | loss: 0.000107754 | val_loss: 0.000117904 | Time: 1649.18 ms [2020-12-05 15:23:35 main:581] : INFO : Epoch 869 | loss: 0.00010444 | val_loss: 0.00012046 | Time: 1657.35 ms [2020-12-05 15:23:37 main:581] : INFO : Epoch 870 | loss: 0.000105312 | val_loss: 0.000119877 | Time: 1652.9 ms [2020-12-05 15:23:38 main:581] : INFO : Epoch 871 | loss: 0.000106745 | val_loss: 0.000131259 | Time: 1653.97 ms [2020-12-05 15:23:40 main:581] : INFO : Epoch 872 | loss: 0.000111269 | val_loss: 0.000124947 | Time: 1654.3 ms [2020-12-05 15:23:42 main:581] : INFO : Epoch 873 | loss: 0.000106372 | val_loss: 0.000118109 | Time: 1660.99 ms [2020-12-05 15:23:43 main:581] : INFO : Epoch 874 | loss: 0.00010383 | val_loss: 0.000118744 | Time: 1667.94 ms [2020-12-05 15:23:45 main:581] : INFO : Epoch 875 | loss: 0.000103491 | val_loss: 0.00011875 | Time: 1658.58 ms [2020-12-05 15:23:47 main:581] : INFO : Epoch 876 | loss: 0.000118483 | val_loss: 0.000142029 | Time: 1627.11 ms [2020-12-05 15:23:48 main:581] : INFO : Epoch 877 | loss: 0.000110145 | val_loss: 0.000120351 | Time: 1622.05 ms [2020-12-05 15:23:50 main:581] : INFO : Epoch 878 | loss: 0.000104661 | val_loss: 0.000119536 | Time: 1610.78 ms [2020-12-05 15:23:51 main:581] : INFO : Epoch 879 | loss: 0.000107399 | val_loss: 0.000121476 | Time: 1621.3 ms [2020-12-05 15:23:53 main:581] : INFO : Epoch 880 | loss: 0.000108308 | val_loss: 0.000128037 | Time: 1615.57 ms [2020-12-05 15:23:55 main:581] : INFO : Epoch 881 | loss: 0.000107543 | val_loss: 0.000119855 | Time: 1618.65 ms [2020-12-05 15:23:56 main:581] : INFO : Epoch 882 | loss: 0.000103977 | val_loss: 0.000117735 | Time: 1625.9 ms [2020-12-05 15:23:58 main:581] : INFO : Epoch 883 | loss: 0.000103849 | val_loss: 0.00011938 | Time: 1636.18 ms [2020-12-05 15:24:00 main:581] : INFO : Epoch 884 | loss: 0.000103562 | val_loss: 0.000117946 | Time: 1602.26 ms [2020-12-05 15:24:01 main:581] : INFO : Epoch 885 | loss: 0.000104445 | val_loss: 0.000126393 | Time: 1612.74 ms [2020-12-05 15:24:03 main:581] : INFO : Epoch 886 | loss: 0.000122504 | val_loss: 0.000140636 | Time: 1615.23 ms [2020-12-05 15:24:04 main:581] : INFO : Epoch 887 | loss: 0.000111116 | val_loss: 0.000120516 | Time: 1612.35 ms [2020-12-05 15:24:06 main:581] : INFO : Epoch 888 | loss: 0.000105973 | val_loss: 0.000124011 | Time: 1609.88 ms [2020-12-05 15:24:08 main:581] : INFO : Epoch 889 | loss: 0.000106096 | val_loss: 0.000117723 | Time: 1607.59 ms [2020-12-05 15:24:09 main:581] : INFO : Epoch 890 | loss: 0.000103312 | val_loss: 0.000118063 | Time: 1607.31 ms [2020-12-05 15:24:11 main:581] : INFO : Epoch 891 | loss: 0.000108414 | val_loss: 0.000127929 | Time: 1610.18 ms [2020-12-05 15:24:12 main:581] : INFO : Epoch 892 | loss: 0.000108252 | val_loss: 0.000120146 | Time: 1608.2 ms [2020-12-05 15:24:14 main:581] : INFO : Epoch 893 | loss: 0.000104232 | val_loss: 0.000118978 | Time: 1640.85 ms [2020-12-05 15:24:16 main:581] : INFO : Epoch 894 | loss: 0.00010739 | val_loss: 0.000127113 | Time: 1664.96 ms [2020-12-05 15:24:17 main:581] : INFO : Epoch 895 | loss: 0.00010564 | val_loss: 0.000120012 | Time: 1658.78 ms [2020-12-05 15:24:19 main:581] : INFO : Epoch 896 | loss: 0.000103805 | val_loss: 0.000118954 | Time: 1672.22 ms [2020-12-05 15:24:21 main:581] : INFO : Epoch 897 | loss: 0.000105337 | val_loss: 0.000122386 | Time: 1664.05 ms [2020-12-05 15:24:22 main:581] : INFO : Epoch 898 | loss: 0.000113978 | val_loss: 0.000133164 | Time: 1664.35 ms [2020-12-05 15:24:24 main:581] : INFO : Epoch 899 | loss: 0.000109279 | val_loss: 0.000121433 | Time: 1665.63 ms [2020-12-05 15:24:26 main:581] : INFO : Epoch 900 | loss: 0.000106666 | val_loss: 0.000119476 | Time: 1658.64 ms [2020-12-05 15:24:27 main:581] : INFO : Epoch 901 | loss: 0.000104787 | val_loss: 0.000119095 | Time: 1673.42 ms [2020-12-05 15:24:29 main:581] : INFO : Epoch 902 | loss: 0.000107457 | val_loss: 0.000121842 | Time: 1661.18 ms [2020-12-05 15:24:31 main:581] : INFO : Epoch 903 | loss: 0.000118299 | val_loss: 0.000131821 | Time: 1659.92 ms [2020-12-05 15:24:32 main:581] : INFO : Epoch 904 | loss: 0.000111128 | val_loss: 0.000118669 | Time: 1657.42 ms [2020-12-05 15:24:34 main:581] : INFO : Epoch 905 | loss: 0.000103567 | val_loss: 0.000119339 | Time: 1664.67 ms [2020-12-05 15:24:36 main:581] : INFO : Epoch 906 | loss: 0.000103321 | val_loss: 0.000118745 | Time: 1652.7 ms [2020-12-05 15:24:37 main:581] : INFO : Epoch 907 | loss: 0.000106917 | val_loss: 0.000127093 | Time: 1664.18 ms [2020-12-05 15:24:39 main:581] : INFO : Epoch 908 | loss: 0.000109048 | val_loss: 0.000122817 | Time: 1667.42 ms [2020-12-05 15:24:41 main:581] : INFO : Epoch 909 | loss: 0.000109651 | val_loss: 0.000126909 | Time: 1667.08 ms [2020-12-05 15:24:42 main:581] : INFO : Epoch 910 | loss: 0.000107289 | val_loss: 0.000121946 | Time: 1668.47 ms [2020-12-05 15:24:44 main:581] : INFO : Epoch 911 | loss: 0.00010486 | val_loss: 0.000120561 | Time: 1658.52 ms [2020-12-05 15:24:46 main:581] : INFO : Epoch 912 | loss: 0.000105801 | val_loss: 0.000122214 | Time: 1662.57 ms [2020-12-05 15:24:47 main:581] : INFO : Epoch 913 | loss: 0.000113502 | val_loss: 0.000133907 | Time: 1658.75 ms [2020-12-05 15:24:49 main:581] : INFO : Epoch 914 | loss: 0.000109898 | val_loss: 0.00011983 | Time: 1669.58 ms [2020-12-05 15:24:51 main:581] : INFO : Epoch 915 | loss: 0.000106056 | val_loss: 0.000119121 | Time: 1664.5 ms [2020-12-05 15:24:52 main:581] : INFO : Epoch 916 | loss: 0.00010423 | val_loss: 0.000120378 | Time: 1660.91 ms [2020-12-05 15:24:54 main:581] : INFO : Epoch 917 | loss: 0.000109855 | val_loss: 0.000129461 | Time: 1657.53 ms [2020-12-05 15:24:56 main:581] : INFO : Epoch 918 | loss: 0.000109867 | val_loss: 0.000122785 | Time: 1667.88 ms [2020-12-05 15:24:57 main:581] : INFO : Epoch 919 | loss: 0.000106978 | val_loss: 0.000119677 | Time: 1661.85 ms [2020-12-05 15:24:59 main:581] : INFO : Epoch 920 | loss: 0.000106909 | val_loss: 0.000121915 | Time: 1666.97 ms [2020-12-05 15:25:01 main:581] : INFO : Epoch 921 | loss: 0.000107871 | val_loss: 0.000135328 | Time: 1676.95 ms [2020-12-05 15:25:02 main:581] : INFO : Epoch 922 | loss: 0.00012342 | val_loss: 0.000128083 | Time: 1667.26 ms [2020-12-05 15:25:04 main:581] : INFO : Epoch 923 | loss: 0.000111315 | val_loss: 0.000120584 | Time: 1661.07 ms [2020-12-05 15:25:06 main:581] : INFO : Epoch 924 | loss: 0.000106002 | val_loss: 0.000119125 | Time: 1664.28 ms [2020-12-05 15:25:07 main:581] : INFO : Epoch 925 | loss: 0.000103256 | val_loss: 0.000117466 | Time: 1661.38 ms [2020-12-05 15:25:09 main:581] : INFO : Epoch 926 | loss: 0.0001027 | val_loss: 0.000117106 | Time: 1668.61 ms [2020-12-05 15:25:11 main:581] : INFO : Epoch 927 | loss: 0.000104259 | val_loss: 0.000121124 | Time: 1659.5 ms [2020-12-05 15:25:12 main:581] : INFO : Epoch 928 | loss: 0.000105337 | val_loss: 0.000124421 | Time: 1658.88 ms [2020-12-05 15:25:14 main:581] : INFO : Epoch 929 | loss: 0.000108894 | val_loss: 0.000129873 | Time: 1673.76 ms [2020-12-05 15:25:16 main:581] : INFO : Epoch 930 | loss: 0.000118915 | val_loss: 0.000133429 | Time: 1658.48 ms [2020-12-05 15:25:17 main:581] : INFO : Epoch 931 | loss: 0.00011959 | val_loss: 0.000124686 | Time: 1660.46 ms [2020-12-05 15:25:19 main:581] : INFO : Epoch 932 | loss: 0.000107235 | val_loss: 0.00012179 | Time: 1664.25 ms [2020-12-05 15:25:21 main:581] : INFO : Epoch 933 | loss: 0.000109495 | val_loss: 0.000121197 | Time: 1667.23 ms [2020-12-05 15:25:22 main:581] : INFO : Epoch 934 | loss: 0.00010937 | val_loss: 0.000124847 | Time: 1658.88 ms [2020-12-05 15:25:24 main:581] : INFO : Epoch 935 | loss: 0.000107357 | val_loss: 0.000121248 | Time: 1650.72 ms [2020-12-05 15:25:26 main:581] : INFO : Epoch 936 | loss: 0.000106112 | val_loss: 0.000120505 | Time: 1666.4 ms [2020-12-05 15:25:27 main:581] : INFO : Epoch 937 | loss: 0.00010794 | val_loss: 0.000129531 | Time: 1672.3 ms [2020-12-05 15:25:29 main:581] : INFO : Epoch 938 | loss: 0.00011095 | val_loss: 0.000123963 | Time: 1666.65 ms [2020-12-05 15:25:31 main:581] : INFO : Epoch 939 | loss: 0.000107404 | val_loss: 0.000120936 | Time: 1665.56 ms [2020-12-05 15:25:32 main:581] : INFO : Epoch 940 | loss: 0.000105579 | val_loss: 0.000122807 | Time: 1673.83 ms [2020-12-05 15:25:34 main:581] : INFO : Epoch 941 | loss: 0.000108454 | val_loss: 0.000121937 | Time: 1664.52 ms [2020-12-05 15:25:36 main:581] : INFO : Epoch 942 | loss: 0.000105641 | val_loss: 0.000121806 | Time: 1659.27 ms [2020-12-05 15:25:37 main:581] : INFO : Epoch 943 | loss: 0.000108267 | val_loss: 0.000134757 | Time: 1660.84 ms [2020-12-05 15:25:39 main:581] : INFO : Epoch 944 | loss: 0.000116213 | val_loss: 0.000130165 | Time: 1653.95 ms [2020-12-05 15:25:41 main:581] : INFO : Epoch 945 | loss: 0.000113143 | val_loss: 0.000127533 | Time: 1655.94 ms [2020-12-05 15:25:42 main:581] : INFO : Epoch 946 | loss: 0.000108859 | val_loss: 0.000121863 | Time: 1672.34 ms [2020-12-05 15:25:44 main:581] : INFO : Epoch 947 | loss: 0.000108675 | val_loss: 0.000124303 | Time: 1671.55 ms [2020-12-05 15:25:46 main:581] : INFO : Epoch 948 | loss: 0.000108344 | val_loss: 0.000121713 | Time: 1657.71 ms [2020-12-05 15:25:47 main:581] : INFO : Epoch 949 | loss: 0.000105228 | val_loss: 0.000119231 | Time: 1666.11 ms [2020-12-05 15:25:49 main:581] : INFO : Epoch 950 | loss: 0.000105618 | val_loss: 0.000126692 | Time: 1670.92 ms [2020-12-05 15:25:51 main:581] : INFO : Epoch 951 | loss: 0.000113368 | val_loss: 0.000125044 | Time: 1657.92 ms [2020-12-05 15:25:52 main:581] : INFO : Epoch 952 | loss: 0.000108472 | val_loss: 0.000120628 | Time: 1669.75 ms [2020-12-05 15:25:54 main:581] : INFO : Epoch 953 | loss: 0.000106914 | val_loss: 0.000130135 | Time: 1662.58 ms [2020-12-05 15:25:56 main:581] : INFO : Epoch 954 | loss: 0.000112749 | val_loss: 0.000125251 | Time: 1667.04 ms [2020-12-05 15:25:57 main:581] : INFO : Epoch 955 | loss: 0.000108392 | val_loss: 0.000124901 | Time: 1657.8 ms [2020-12-05 15:25:59 main:581] : INFO : Epoch 956 | loss: 0.000108289 | val_loss: 0.000126165 | Time: 1654.63 ms [2020-12-05 15:26:01 main:581] : INFO : Epoch 957 | loss: 0.000109198 | val_loss: 0.000121579 | Time: 1684.55 ms [2020-12-05 15:26:02 main:581] : INFO : Epoch 958 | loss: 0.000105658 | val_loss: 0.000125622 | Time: 1665.85 ms [2020-12-05 15:26:04 main:581] : INFO : Epoch 959 | loss: 0.000117784 | val_loss: 0.000129537 | Time: 1660.01 ms [2020-12-05 15:26:06 main:581] : INFO : Epoch 960 | loss: 0.000108908 | val_loss: 0.000120054 | Time: 1666.06 ms [2020-12-05 15:26:07 main:581] : INFO : Epoch 961 | loss: 0.000104692 | val_loss: 0.000119209 | Time: 1671.99 ms [2020-12-05 15:26:09 main:581] : INFO : Epoch 962 | loss: 0.000104263 | val_loss: 0.000121043 | Time: 1658.71 ms [2020-12-05 15:26:11 main:581] : INFO : Epoch 963 | loss: 0.000107517 | val_loss: 0.000122695 | Time: 1657.93 ms [2020-12-05 15:26:12 main:581] : INFO : Epoch 964 | loss: 0.000109013 | val_loss: 0.000131463 | Time: 1661.16 ms [2020-12-05 15:26:14 main:581] : INFO : Epoch 965 | loss: 0.000112999 | val_loss: 0.000127977 | Time: 1667.76 ms [2020-12-05 15:26:16 main:581] : INFO : Epoch 966 | loss: 0.000119966 | val_loss: 0.000134645 | Time: 1661.46 ms [2020-12-05 15:26:17 main:581] : INFO : Epoch 967 | loss: 0.000112017 | val_loss: 0.000122366 | Time: 1670.01 ms [2020-12-05 15:26:19 main:581] : INFO : Epoch 968 | loss: 0.000106806 | val_loss: 0.000120609 | Time: 1665.98 ms [2020-12-05 15:26:21 main:581] : INFO : Epoch 969 | loss: 0.000107037 | val_loss: 0.000124287 | Time: 1658.8 ms [2020-12-05 15:26:22 main:581] : INFO : Epoch 970 | loss: 0.000107844 | val_loss: 0.000122499 | Time: 1664.39 ms [2020-12-05 15:26:24 main:581] : INFO : Epoch 971 | loss: 0.000109711 | val_loss: 0.000127695 | Time: 1664.61 ms [2020-12-05 15:26:26 main:581] : INFO : Epoch 972 | loss: 0.0001088 | val_loss: 0.000124121 | Time: 1655.81 ms [2020-12-05 15:26:27 main:581] : INFO : Epoch 973 | loss: 0.000107863 | val_loss: 0.000121174 | Time: 1675.14 ms [2020-12-05 15:26:29 main:581] : INFO : Epoch 974 | loss: 0.000106497 | val_loss: 0.000123872 | Time: 1644.19 ms [2020-12-05 15:26:31 main:581] : INFO : Epoch 975 | loss: 0.000109577 | val_loss: 0.000153888 | Time: 1630.17 ms [2020-12-05 15:26:32 main:581] : INFO : Epoch 976 | loss: 0.000126982 | val_loss: 0.000129617 | Time: 1633.77 ms [2020-12-05 15:26:34 main:581] : INFO : Epoch 977 | loss: 0.00010976 | val_loss: 0.000123079 | Time: 1636.86 ms [2020-12-05 15:26:35 main:581] : INFO : Epoch 978 | loss: 0.000105588 | val_loss: 0.000120618 | Time: 1657.45 ms [2020-12-05 15:26:37 main:581] : INFO : Epoch 979 | loss: 0.000106344 | val_loss: 0.000127898 | Time: 1664.83 ms [2020-12-05 15:26:39 main:581] : INFO : Epoch 980 | loss: 0.000114166 | val_loss: 0.000122888 | Time: 1650.33 ms [2020-12-05 15:26:40 main:581] : INFO : Epoch 981 | loss: 0.000106105 | val_loss: 0.00012002 | Time: 1657.39 ms [2020-12-05 15:26:42 main:581] : INFO : Epoch 982 | loss: 0.000106544 | val_loss: 0.000122844 | Time: 1654.07 ms [2020-12-05 15:26:44 main:581] : INFO : Epoch 983 | loss: 0.000107648 | val_loss: 0.000126618 | Time: 1654.64 ms [2020-12-05 15:26:45 main:581] : INFO : Epoch 984 | loss: 0.000109515 | val_loss: 0.000123032 | Time: 1660.8 ms [2020-12-05 15:26:47 main:581] : INFO : Epoch 985 | loss: 0.000108542 | val_loss: 0.000122846 | Time: 1663.16 ms [2020-12-05 15:26:49 main:581] : INFO : Epoch 986 | loss: 0.000110939 | val_loss: 0.000123091 | Time: 1668.86 ms [2020-12-05 15:26:50 main:581] : INFO : Epoch 987 | loss: 0.000106303 | val_loss: 0.000122644 | Time: 1636.54 ms [2020-12-05 15:26:52 main:581] : INFO : Epoch 988 | loss: 0.000110813 | val_loss: 0.000134715 | Time: 1623.3 ms [2020-12-05 15:26:54 main:581] : INFO : Epoch 989 | loss: 0.000116945 | val_loss: 0.00013258 | Time: 1616.08 ms [2020-12-05 15:26:55 main:581] : INFO : Epoch 990 | loss: 0.000111143 | val_loss: 0.000122017 | Time: 1620.87 ms [2020-12-05 15:26:57 main:581] : INFO : Epoch 991 | loss: 0.000108221 | val_loss: 0.000121733 | Time: 1623.31 ms [2020-12-05 15:26:58 main:581] : INFO : Epoch 992 | loss: 0.000106985 | val_loss: 0.000120957 | Time: 1617.36 ms [2020-12-05 15:27:00 main:581] : INFO : Epoch 993 | loss: 0.000106003 | val_loss: 0.000120547 | Time: 1631.71 ms [2020-12-05 15:27:02 main:581] : INFO : Epoch 994 | loss: 0.000108988 | val_loss: 0.000128517 | Time: 1616.33 ms [2020-12-05 15:27:03 main:581] : INFO : Epoch 995 | loss: 0.000111672 | val_loss: 0.000131157 | Time: 1616 ms [2020-12-05 15:27:05 main:581] : INFO : Epoch 996 | loss: 0.000111233 | val_loss: 0.00012514 | Time: 1617.15 ms [2020-12-05 15:27:07 main:581] : INFO : Epoch 997 | loss: 0.000111016 | val_loss: 0.000123296 | Time: 1622.83 ms [2020-12-05 15:27:08 main:581] : INFO : Epoch 998 | loss: 0.00010767 | val_loss: 0.000125425 | Time: 1625.56 ms [2020-12-05 15:27:10 main:581] : INFO : Epoch 999 | loss: 0.000120513 | val_loss: 0.000132677 | Time: 1619.88 ms [2020-12-05 15:27:11 main:581] : INFO : Epoch 1000 | loss: 0.000113041 | val_loss: 0.000122746 | Time: 1618.74 ms [2020-12-05 15:27:13 main:581] : INFO : Epoch 1001 | loss: 0.000109187 | val_loss: 0.000122962 | Time: 1632.49 ms [2020-12-05 15:27:15 main:581] : INFO : Epoch 1002 | loss: 0.000106329 | val_loss: 0.000120993 | Time: 1642.79 ms [2020-12-05 15:27:16 main:581] : INFO : Epoch 1003 | loss: 0.000107793 | val_loss: 0.000120246 | Time: 1646.12 ms [2020-12-05 15:27:18 main:581] : INFO : Epoch 1004 | loss: 0.000104246 | val_loss: 0.000121504 | Time: 1638.2 ms [2020-12-05 15:27:20 main:581] : INFO : Epoch 1005 | loss: 0.00010764 | val_loss: 0.000126553 | Time: 1636.92 ms [2020-12-05 15:27:21 main:581] : INFO : Epoch 1006 | loss: 0.000114577 | val_loss: 0.000130119 | Time: 1637.92 ms [2020-12-05 15:27:23 main:581] : INFO : Epoch 1007 | loss: 0.00010937 | val_loss: 0.000130049 | Time: 1633.21 ms [2020-12-05 15:27:25 main:581] : INFO : Epoch 1008 | loss: 0.000126475 | val_loss: 0.000130663 | Time: 1641.13 ms [2020-12-05 15:27:26 main:581] : INFO : Epoch 1009 | loss: 0.000110208 | val_loss: 0.000120664 | Time: 1648.51 ms [2020-12-05 15:27:28 main:581] : INFO : Epoch 1010 | loss: 0.000112328 | val_loss: 0.000150202 | Time: 1634.95 ms [2020-12-05 15:27:29 main:581] : INFO : Epoch 1011 | loss: 0.000113504 | val_loss: 0.000121712 | Time: 1629.07 ms [2020-12-05 15:27:31 main:581] : INFO : Epoch 1012 | loss: 0.000108179 | val_loss: 0.000127687 | Time: 1635.3 ms [2020-12-05 15:27:33 main:581] : INFO : Epoch 1013 | loss: 0.000107359 | val_loss: 0.000119883 | Time: 1636.33 ms [2020-12-05 15:27:34 main:581] : INFO : Epoch 1014 | loss: 0.000106183 | val_loss: 0.00012506 | Time: 1634.1 ms [2020-12-05 15:27:36 main:581] : INFO : Epoch 1015 | loss: 0.000109944 | val_loss: 0.000121068 | Time: 1632.32 ms [2020-12-05 15:27:38 main:581] : INFO : Epoch 1016 | loss: 0.000104821 | val_loss: 0.000121123 | Time: 1640.36 ms [2020-12-05 15:27:39 main:581] : INFO : Epoch 1017 | loss: 0.000107201 | val_loss: 0.000125397 | Time: 1652.12 ms [2020-12-05 15:27:41 main:581] : INFO : Epoch 1018 | loss: 0.000109416 | val_loss: 0.000123867 | Time: 1646.56 ms [2020-12-05 15:27:43 main:581] : INFO : Epoch 1019 | loss: 0.000107278 | val_loss: 0.000121796 | Time: 1646.97 ms [2020-12-05 15:27:44 main:581] : INFO : Epoch 1020 | loss: 0.000115168 | val_loss: 0.000131492 | Time: 1634.19 ms [2020-12-05 15:27:46 main:581] : INFO : Epoch 1021 | loss: 0.000111701 | val_loss: 0.000123454 | Time: 1639.19 ms [2020-12-05 15:27:47 main:581] : INFO : Epoch 1022 | loss: 0.000107223 | val_loss: 0.000124673 | Time: 1631.91 ms [2020-12-05 15:27:49 main:581] : INFO : Epoch 1023 | loss: 0.000110003 | val_loss: 0.00012461 | Time: 1636.28 ms [2020-12-05 15:27:51 main:581] : INFO : Epoch 1024 | loss: 0.000107623 | val_loss: 0.000122928 | Time: 1634.31 ms [2020-12-05 15:27:51 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.000122928 [2020-12-05 15:27:51 main:610] : INFO : Saving end state to config to file [2020-12-05 15:27:51 main:615] : INFO : Success, exiting.. 15:27:51 (1433962): 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)