Task 3230350
| Name | EightBitModified-1605455498-30371-6_0 |
| Workunit | 1511154 |
| Created | 10 Dec 2020, 20:26:37 UTC |
| Sent | 12 Dec 2020, 2:37:56 UTC |
| Report deadline | 19 Dec 2020, 2:37:56 UTC |
| Received | 12 Dec 2020, 18:06:57 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4285 |
| Run time | 28 min 7 sec |
| CPU time | 28 min 3 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 4,234.01 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>
main:581] : INFO : Epoch 526 | loss: 0.000266905 | val_loss: 0.000286579 | Time: 1640.97 ms
[2020-12-12 11:52:47 main:581] : INFO : Epoch 527 | loss: 0.000266467 | val_loss: 0.000286618 | Time: 1646.03 ms
[2020-12-12 11:52:49 main:581] : INFO : Epoch 528 | loss: 0.00026415 | val_loss: 0.00028484 | Time: 1644.78 ms
[2020-12-12 11:52:50 main:581] : INFO : Epoch 529 | loss: 0.000264008 | val_loss: 0.000286806 | Time: 1642.38 ms
[2020-12-12 11:52:52 main:581] : INFO : Epoch 530 | loss: 0.000296357 | val_loss: 0.000338591 | Time: 1651.97 ms
[2020-12-12 11:52:54 main:581] : INFO : Epoch 531 | loss: 0.000317526 | val_loss: 0.000398833 | Time: 1640.74 ms
[2020-12-12 11:52:55 main:581] : INFO : Epoch 532 | loss: 0.000413833 | val_loss: 0.000393057 | Time: 1645.82 ms
[2020-12-12 11:52:57 main:581] : INFO : Epoch 533 | loss: 0.000398082 | val_loss: 0.000366108 | Time: 1647.94 ms
[2020-12-12 11:52:58 main:581] : INFO : Epoch 534 | loss: 0.000334508 | val_loss: 0.000251889 | Time: 1647.23 ms
[2020-12-12 11:53:00 main:581] : INFO : Epoch 535 | loss: 0.00023384 | val_loss: 0.000224388 | Time: 1654.74 ms
[2020-12-12 11:53:02 main:581] : INFO : Epoch 536 | loss: 0.000218365 | val_loss: 0.00022129 | Time: 1646.48 ms
[2020-12-12 11:53:03 main:581] : INFO : Epoch 537 | loss: 0.000216483 | val_loss: 0.000234326 | Time: 1646.56 ms
[2020-12-12 11:53:05 main:581] : INFO : Epoch 538 | loss: 0.000225033 | val_loss: 0.000220877 | Time: 1642.37 ms
[2020-12-12 11:53:07 main:581] : INFO : Epoch 539 | loss: 0.000211211 | val_loss: 0.000221801 | Time: 1637.87 ms
[2020-12-12 11:53:08 main:581] : INFO : Epoch 540 | loss: 0.000204971 | val_loss: 0.000221831 | Time: 1642.47 ms
[2020-12-12 11:53:10 main:581] : INFO : Epoch 541 | loss: 0.000215413 | val_loss: 0.000212898 | Time: 1650.32 ms
[2020-12-12 11:53:12 main:581] : INFO : Epoch 542 | loss: 0.000200287 | val_loss: 0.000210678 | Time: 1644.43 ms
[2020-12-12 11:53:13 main:581] : INFO : Epoch 543 | loss: 0.00025789 | val_loss: 0.000275107 | Time: 1647.61 ms
[2020-12-12 11:53:15 main:581] : INFO : Epoch 544 | loss: 0.000227299 | val_loss: 0.000223813 | Time: 1648.4 ms
[2020-12-12 11:53:17 main:581] : INFO : Epoch 545 | loss: 0.000204222 | val_loss: 0.000206803 | Time: 1647.56 ms
[2020-12-12 11:53:18 main:581] : INFO : Epoch 546 | loss: 0.000197537 | val_loss: 0.000204184 | Time: 1640.16 ms
[2020-12-12 11:53:20 main:581] : INFO : Epoch 547 | loss: 0.000194174 | val_loss: 0.000203009 | Time: 1649.27 ms
[2020-12-12 11:53:22 main:581] : INFO : Epoch 548 | loss: 0.000193567 | val_loss: 0.000201181 | Time: 1644.97 ms
[2020-12-12 11:53:23 main:581] : INFO : Epoch 549 | loss: 0.00020303 | val_loss: 0.000242985 | Time: 1640.99 ms
[2020-12-12 11:53:25 main:581] : INFO : Epoch 550 | loss: 0.000225489 | val_loss: 0.000207122 | Time: 1658.49 ms
[2020-12-12 11:53:26 main:581] : INFO : Epoch 551 | loss: 0.000199137 | val_loss: 0.000207478 | Time: 1654.95 ms
[2020-12-12 11:53:28 main:581] : INFO : Epoch 552 | loss: 0.000196847 | val_loss: 0.000209563 | Time: 1630.33 ms
[2020-12-12 11:53:30 main:581] : INFO : Epoch 553 | loss: 0.000204222 | val_loss: 0.000204486 | Time: 1616.07 ms
[2020-12-12 11:53:31 main:581] : INFO : Epoch 554 | loss: 0.000201816 | val_loss: 0.000234546 | Time: 1624.27 ms
[2020-12-12 11:53:33 main:581] : INFO : Epoch 555 | loss: 0.0002389 | val_loss: 0.000219095 | Time: 1616.65 ms
[2020-12-12 11:53:35 main:581] : INFO : Epoch 556 | loss: 0.000200841 | val_loss: 0.000208078 | Time: 1626.85 ms
[2020-12-12 11:53:36 main:581] : INFO : Epoch 557 | loss: 0.000194383 | val_loss: 0.000208422 | Time: 1621.08 ms
[2020-12-12 11:53:38 main:581] : INFO : Epoch 558 | loss: 0.000206964 | val_loss: 0.000246572 | Time: 1616.99 ms
[2020-12-12 11:53:39 main:581] : INFO : Epoch 559 | loss: 0.000207548 | val_loss: 0.000208087 | Time: 1624.38 ms
[2020-12-12 11:53:41 main:581] : INFO : Epoch 560 | loss: 0.000195001 | val_loss: 0.00020661 | Time: 1622.21 ms
[2020-12-12 11:53:43 main:581] : INFO : Epoch 561 | loss: 0.000199145 | val_loss: 0.000217084 | Time: 1624.78 ms
[2020-12-12 11:53:44 main:581] : INFO : Epoch 562 | loss: 0.000213901 | val_loss: 0.000255889 | Time: 1624.65 ms
[2020-12-12 11:53:46 main:581] : INFO : Epoch 563 | loss: 0.000219059 | val_loss: 0.000210227 | Time: 1621.13 ms
[2020-12-12 11:53:48 main:581] : INFO : Epoch 564 | loss: 0.000199469 | val_loss: 0.000210273 | Time: 1623.21 ms
[2020-12-12 11:53:49 main:581] : INFO : Epoch 565 | loss: 0.000196141 | val_loss: 0.000206849 | Time: 1622.89 ms
[2020-12-12 11:53:51 main:581] : INFO : Epoch 566 | loss: 0.000195939 | val_loss: 0.00020755 | Time: 1624.35 ms
[2020-12-12 11:53:52 main:581] : INFO : Epoch 567 | loss: 0.000203429 | val_loss: 0.000213345 | Time: 1623.88 ms
[2020-12-12 11:53:54 main:581] : INFO : Epoch 568 | loss: 0.000214393 | val_loss: 0.000255447 | Time: 1621.67 ms
[2020-12-12 11:53:56 main:581] : INFO : Epoch 569 | loss: 0.000215407 | val_loss: 0.000224155 | Time: 1621.44 ms
[2020-12-12 11:53:57 main:581] : INFO : Epoch 570 | loss: 0.000201252 | val_loss: 0.000203178 | Time: 1624.25 ms
[2020-12-12 11:53:59 main:581] : INFO : Epoch 571 | loss: 0.000194771 | val_loss: 0.000204937 | Time: 1620.46 ms
[2020-12-12 11:54:01 main:581] : INFO : Epoch 572 | loss: 0.000209849 | val_loss: 0.000254166 | Time: 1633.94 ms
[2020-12-12 11:54:02 main:581] : INFO : Epoch 573 | loss: 0.000225328 | val_loss: 0.000211363 | Time: 1622.4 ms
[2020-12-12 11:54:04 main:581] : INFO : Epoch 574 | loss: 0.000203061 | val_loss: 0.000205435 | Time: 1629.36 ms
[2020-12-12 11:54:05 main:581] : INFO : Epoch 575 | loss: 0.00019418 | val_loss: 0.000198831 | Time: 1628.47 ms
[2020-12-12 11:54:07 main:581] : INFO : Epoch 576 | loss: 0.000198034 | val_loss: 0.000209392 | Time: 1631.76 ms
[2020-12-12 11:54:09 main:581] : INFO : Epoch 577 | loss: 0.000201206 | val_loss: 0.000198898 | Time: 1624.36 ms
[2020-12-12 11:54:10 main:581] : INFO : Epoch 578 | loss: 0.000195151 | val_loss: 0.000201417 | Time: 1625.32 ms
[2020-12-12 11:54:12 main:581] : INFO : Epoch 579 | loss: 0.000203254 | val_loss: 0.000248523 | Time: 1619.8 ms
[2020-12-12 11:54:14 main:581] : INFO : Epoch 580 | loss: 0.000232259 | val_loss: 0.00021474 | Time: 1629.4 ms
[2020-12-12 11:54:15 main:581] : INFO : Epoch 581 | loss: 0.000201278 | val_loss: 0.000200292 | Time: 1617.63 ms
[2020-12-12 11:54:17 main:581] : INFO : Epoch 582 | loss: 0.000193717 | val_loss: 0.000206355 | Time: 1634.51 ms
[2020-12-12 11:54:19 main:581] : INFO : Epoch 583 | loss: 0.000220094 | val_loss: 0.000207896 | Time: 1646.37 ms
[2020-12-12 11:54:20 main:581] : INFO : Epoch 584 | loss: 0.000199481 | val_loss: 0.000221092 | Time: 1648.05 ms
[2020-12-12 11:54:22 main:581] : INFO : Epoch 585 | loss: 0.000215502 | val_loss: 0.000199508 | Time: 1640.96 ms
[2020-12-12 11:54:23 main:581] : INFO : Epoch 586 | loss: 0.000193704 | val_loss: 0.000194149 | Time: 1650.31 ms
[2020-12-12 11:54:25 main:581] : INFO : Epoch 587 | loss: 0.000192509 | val_loss: 0.00019263 | Time: 1650.36 ms
[2020-12-12 11:54:27 main:581] : INFO : Epoch 588 | loss: 0.000199682 | val_loss: 0.000197117 | Time: 1646.58 ms
[2020-12-12 11:54:28 main:581] : INFO : Epoch 589 | loss: 0.000199626 | val_loss: 0.000220056 | Time: 1650.01 ms
[2020-12-12 11:54:30 main:581] : INFO : Epoch 590 | loss: 0.000223928 | val_loss: 0.000209391 | Time: 1647.99 ms
[2020-12-12 11:54:32 main:581] : INFO : Epoch 591 | loss: 0.000203865 | val_loss: 0.000203312 | Time: 1646.23 ms
[2020-12-12 11:54:33 main:581] : INFO : Epoch 592 | loss: 0.000197961 | val_loss: 0.00019489 | Time: 1645.98 ms
[2020-12-12 11:54:35 main:581] : INFO : Epoch 593 | loss: 0.000193506 | val_loss: 0.000192931 | Time: 1650.85 ms
[2020-12-12 11:54:37 main:581] : INFO : Epoch 594 | loss: 0.000200194 | val_loss: 0.000207195 | Time: 1647.34 ms
[2020-12-12 11:54:38 main:581] : INFO : Epoch 595 | loss: 0.00020376 | val_loss: 0.000200422 | Time: 1646.5 ms
[2020-12-12 11:54:40 main:581] : INFO : Epoch 596 | loss: 0.00021151 | val_loss: 0.000234656 | Time: 1648.92 ms
[2020-12-12 11:54:42 main:581] : INFO : Epoch 597 | loss: 0.000206025 | val_loss: 0.000193601 | Time: 1645.7 ms
[2020-12-12 11:54:43 main:581] : INFO : Epoch 598 | loss: 0.00019146 | val_loss: 0.000189468 | Time: 1644.53 ms
[2020-12-12 11:54:45 main:581] : INFO : Epoch 599 | loss: 0.000192167 | val_loss: 0.00020273 | Time: 1647.87 ms
[2020-12-12 11:54:47 main:581] : INFO : Epoch 600 | loss: 0.000240168 | val_loss: 0.000237124 | Time: 1650.08 ms
[2020-12-12 11:54:48 main:581] : INFO : Epoch 601 | loss: 0.000215566 | val_loss: 0.000212438 | Time: 1658.43 ms
[2020-12-12 11:54:50 main:581] : INFO : Epoch 602 | loss: 0.000204531 | val_loss: 0.000208685 | Time: 1653.12 ms
[2020-12-12 11:54:51 main:581] : INFO : Epoch 603 | loss: 0.00019131 | val_loss: 0.00020534 | Time: 1637.01 ms
[2020-12-12 11:54:53 main:581] : INFO : Epoch 604 | loss: 0.000209157 | val_loss: 0.000203378 | Time: 1646.46 ms
[2020-12-12 11:54:55 main:581] : INFO : Epoch 605 | loss: 0.000197709 | val_loss: 0.000200616 | Time: 1651.32 ms
[2020-12-12 11:54:56 main:581] : INFO : Epoch 606 | loss: 0.000198614 | val_loss: 0.000224249 | Time: 1651.37 ms
[2020-12-12 11:54:58 main:581] : INFO : Epoch 607 | loss: 0.000210112 | val_loss: 0.000225056 | Time: 1639.05 ms
[2020-12-12 11:55:00 main:581] : INFO : Epoch 608 | loss: 0.000203453 | val_loss: 0.000203584 | Time: 1636.85 ms
[2020-12-12 11:55:01 main:581] : INFO : Epoch 609 | loss: 0.000215466 | val_loss: 0.000218512 | Time: 1636.49 ms
[2020-12-12 11:55:03 main:581] : INFO : Epoch 610 | loss: 0.000203227 | val_loss: 0.000204143 | Time: 1639.28 ms
[2020-12-12 11:55:05 main:581] : INFO : Epoch 611 | loss: 0.000198941 | val_loss: 0.000206172 | Time: 1637.95 ms
[2020-12-12 11:55:06 main:581] : INFO : Epoch 612 | loss: 0.000205341 | val_loss: 0.000215979 | Time: 1640.39 ms
[2020-12-12 11:55:08 main:581] : INFO : Epoch 613 | loss: 0.000196973 | val_loss: 0.000197069 | Time: 1638.93 ms
[2020-12-12 11:55:10 main:581] : INFO : Epoch 614 | loss: 0.000194079 | val_loss: 0.000202136 | Time: 1658.9 ms
[2020-12-12 11:55:11 main:581] : INFO : Epoch 615 | loss: 0.000220267 | val_loss: 0.000243751 | Time: 1649.48 ms
[2020-12-12 11:55:13 main:581] : INFO : Epoch 616 | loss: 0.000213763 | val_loss: 0.000204898 | Time: 1657.67 ms
[2020-12-12 11:55:14 main:581] : INFO : Epoch 617 | loss: 0.000197717 | val_loss: 0.00020184 | Time: 1650.46 ms
[2020-12-12 11:55:16 main:581] : INFO : Epoch 618 | loss: 0.000204879 | val_loss: 0.000206316 | Time: 1653.91 ms
[2020-12-12 11:55:18 main:581] : INFO : Epoch 619 | loss: 0.000195785 | val_loss: 0.000204323 | Time: 1629.46 ms
[2020-12-12 11:55:19 main:581] : INFO : Epoch 620 | loss: 0.000204591 | val_loss: 0.00020377 | Time: 1639.1 ms
[2020-12-12 11:55:21 main:581] : INFO : Epoch 621 | loss: 0.000199983 | val_loss: 0.000251986 | Time: 1638.93 ms
[2020-12-12 11:55:23 main:581] : INFO : Epoch 622 | loss: 0.00021918 | val_loss: 0.000208907 | Time: 1645.44 ms
[2020-12-12 11:55:24 main:581] : INFO : Epoch 623 | loss: 0.00021071 | val_loss: 0.000204128 | Time: 1633.15 ms
[2020-12-12 11:55:26 main:581] : INFO : Epoch 624 | loss: 0.000195582 | val_loss: 0.000199875 | Time: 1634.16 ms
[2020-12-12 11:55:28 main:581] : INFO : Epoch 625 | loss: 0.000190036 | val_loss: 0.000195269 | Time: 1636.1 ms
[2020-12-12 11:55:29 main:581] : INFO : Epoch 626 | loss: 0.000196573 | val_loss: 0.000243968 | Time: 1643.58 ms
[2020-12-12 11:55:31 main:581] : INFO : Epoch 627 | loss: 0.000238237 | val_loss: 0.000211829 | Time: 1639.42 ms
[2020-12-12 11:55:33 main:581] : INFO : Epoch 628 | loss: 0.000198082 | val_loss: 0.00019829 | Time: 1636.24 ms
[2020-12-12 11:55:34 main:581] : INFO : Epoch 629 | loss: 0.000193156 | val_loss: 0.000195066 | Time: 1643.74 ms
[2020-12-12 11:55:36 main:581] : INFO : Epoch 630 | loss: 0.000197775 | val_loss: 0.000223063 | Time: 1634.55 ms
[2020-12-12 11:55:37 main:581] : INFO : Epoch 631 | loss: 0.000212925 | val_loss: 0.000203621 | Time: 1618.12 ms
[2020-12-12 11:55:39 main:581] : INFO : Epoch 632 | loss: 0.000195791 | val_loss: 0.00020571 | Time: 1616.85 ms
[2020-12-12 11:55:41 main:581] : INFO : Epoch 633 | loss: 0.000215318 | val_loss: 0.000231364 | Time: 1614.95 ms
[2020-12-12 11:55:42 main:581] : INFO : Epoch 634 | loss: 0.000201557 | val_loss: 0.000196302 | Time: 1623.2 ms
[2020-12-12 11:55:44 main:581] : INFO : Epoch 635 | loss: 0.000190509 | val_loss: 0.000194534 | Time: 1613.95 ms
[2020-12-12 11:55:46 main:581] : INFO : Epoch 636 | loss: 0.000189478 | val_loss: 0.000197311 | Time: 1618.41 ms
[2020-12-12 11:55:47 main:581] : INFO : Epoch 637 | loss: 0.000204157 | val_loss: 0.000280214 | Time: 1623.86 ms
[2020-12-12 11:55:49 main:581] : INFO : Epoch 638 | loss: 0.000253931 | val_loss: 0.00021558 | Time: 1620.55 ms
[2020-12-12 11:55:50 main:581] : INFO : Epoch 639 | loss: 0.000201645 | val_loss: 0.000198286 | Time: 1619.03 ms
[2020-12-12 11:55:52 main:581] : INFO : Epoch 640 | loss: 0.000193946 | val_loss: 0.00020509 | Time: 1616.35 ms
[2020-12-12 11:55:54 main:581] : INFO : Epoch 641 | loss: 0.000192581 | val_loss: 0.000195292 | Time: 1621.94 ms
[2020-12-12 11:55:55 main:581] : INFO : Epoch 642 | loss: 0.000193538 | val_loss: 0.000210122 | Time: 1615.78 ms
[2020-12-12 11:55:57 main:581] : INFO : Epoch 643 | loss: 0.000219155 | val_loss: 0.000229914 | Time: 1625.45 ms
[2020-12-12 11:55:58 main:581] : INFO : Epoch 644 | loss: 0.000199946 | val_loss: 0.00019626 | Time: 1620.09 ms
[2020-12-12 11:56:00 main:581] : INFO : Epoch 645 | loss: 0.00019302 | val_loss: 0.000199259 | Time: 1636.26 ms
[2020-12-12 11:56:02 main:581] : INFO : Epoch 646 | loss: 0.00019275 | val_loss: 0.000195303 | Time: 1630.79 ms
[2020-12-12 11:56:03 main:581] : INFO : Epoch 647 | loss: 0.00019763 | val_loss: 0.000236287 | Time: 1634.79 ms
[2020-12-12 11:56:05 main:581] : INFO : Epoch 648 | loss: 0.000218616 | val_loss: 0.000210728 | Time: 1639.48 ms
[2020-12-12 11:56:07 main:581] : INFO : Epoch 649 | loss: 0.000205695 | val_loss: 0.000207165 | Time: 1638.03 ms
[2020-12-12 11:56:08 main:581] : INFO : Epoch 650 | loss: 0.000199646 | val_loss: 0.000208819 | Time: 1639.21 ms
[2020-12-12 11:56:10 main:581] : INFO : Epoch 651 | loss: 0.000194017 | val_loss: 0.000197083 | Time: 1634.78 ms
[2020-12-12 11:56:12 main:581] : INFO : Epoch 652 | loss: 0.000188375 | val_loss: 0.000195902 | Time: 1640.75 ms
[2020-12-12 11:56:13 main:581] : INFO : Epoch 653 | loss: 0.00019678 | val_loss: 0.000226926 | Time: 1638.68 ms
[2020-12-12 11:56:15 main:581] : INFO : Epoch 654 | loss: 0.000222879 | val_loss: 0.00024874 | Time: 1637.83 ms
[2020-12-12 11:56:16 main:581] : INFO : Epoch 655 | loss: 0.000214613 | val_loss: 0.000218324 | Time: 1638.72 ms
[2020-12-12 11:56:18 main:581] : INFO : Epoch 656 | loss: 0.000198467 | val_loss: 0.000197641 | Time: 1631.53 ms
[2020-12-12 11:56:20 main:581] : INFO : Epoch 657 | loss: 0.000188446 | val_loss: 0.000195535 | Time: 1634.2 ms
[2020-12-12 11:56:21 main:581] : INFO : Epoch 658 | loss: 0.000206241 | val_loss: 0.000259188 | Time: 1641.85 ms
[2020-12-12 11:56:23 main:581] : INFO : Epoch 659 | loss: 0.000217062 | val_loss: 0.000202555 | Time: 1640.18 ms
[2020-12-12 11:56:25 main:581] : INFO : Epoch 660 | loss: 0.000194145 | val_loss: 0.000203295 | Time: 1637.76 ms
[2020-12-12 11:56:26 main:581] : INFO : Epoch 661 | loss: 0.000198313 | val_loss: 0.000201204 | Time: 1637.14 ms
[2020-12-12 11:56:28 main:581] : INFO : Epoch 662 | loss: 0.00019828 | val_loss: 0.000209129 | Time: 1642.19 ms
[2020-12-12 11:56:30 main:581] : INFO : Epoch 663 | loss: 0.000200432 | val_loss: 0.000204681 | Time: 1628.54 ms
[2020-12-12 11:56:31 main:581] : INFO : Epoch 664 | loss: 0.000195861 | val_loss: 0.000203181 | Time: 1638.78 ms
[2020-12-12 11:56:33 main:581] : INFO : Epoch 665 | loss: 0.000201214 | val_loss: 0.000234145 | Time: 1635.18 ms
[2020-12-12 11:56:34 main:581] : INFO : Epoch 666 | loss: 0.000219902 | val_loss: 0.00021255 | Time: 1639.79 ms
[2020-12-12 11:56:36 main:581] : INFO : Epoch 667 | loss: 0.000197123 | val_loss: 0.000193681 | Time: 1639.05 ms
[2020-12-12 11:56:38 main:581] : INFO : Epoch 668 | loss: 0.000187527 | val_loss: 0.000192552 | Time: 1646.38 ms
[2020-12-12 11:56:39 main:581] : INFO : Epoch 669 | loss: 0.000189785 | val_loss: 0.000221791 | Time: 1641 ms
[2020-12-12 11:56:41 main:581] : INFO : Epoch 670 | loss: 0.000239706 | val_loss: 0.000218239 | Time: 1643.05 ms
[2020-12-12 11:56:43 main:581] : INFO : Epoch 671 | loss: 0.000199935 | val_loss: 0.000199557 | Time: 1665.09 ms
[2020-12-12 11:56:44 main:581] : INFO : Epoch 672 | loss: 0.000191523 | val_loss: 0.000193085 | Time: 1659.19 ms
[2020-12-12 11:56:46 main:581] : INFO : Epoch 673 | loss: 0.000188143 | val_loss: 0.000195725 | Time: 1664.23 ms
[2020-12-12 11:56:48 main:581] : INFO : Epoch 674 | loss: 0.000195101 | val_loss: 0.000210603 | Time: 1655.76 ms
[2020-12-12 11:56:49 main:581] : INFO : Epoch 675 | loss: 0.000261054 | val_loss: 0.000228548 | Time: 1657.52 ms
[2020-12-12 11:56:51 main:581] : INFO : Epoch 676 | loss: 0.000210333 | val_loss: 0.000198681 | Time: 1659.93 ms
[2020-12-12 11:56:53 main:581] : INFO : Epoch 677 | loss: 0.000192201 | val_loss: 0.000196464 | Time: 1652.63 ms
[2020-12-12 11:56:54 main:581] : INFO : Epoch 678 | loss: 0.000192806 | val_loss: 0.000193251 | Time: 1656.81 ms
[2020-12-12 11:56:56 main:581] : INFO : Epoch 679 | loss: 0.000190065 | val_loss: 0.000194633 | Time: 1657.31 ms
[2020-12-12 11:56:58 main:581] : INFO : Epoch 680 | loss: 0.000188296 | val_loss: 0.000192341 | Time: 1653.91 ms
[2020-12-12 11:56:59 main:581] : INFO : Epoch 681 | loss: 0.000203502 | val_loss: 0.000197004 | Time: 1655.43 ms
[2020-12-12 11:57:01 main:581] : INFO : Epoch 682 | loss: 0.000204703 | val_loss: 0.000209892 | Time: 1670.56 ms
[2020-12-12 11:57:03 main:581] : INFO : Epoch 683 | loss: 0.000204163 | val_loss: 0.000202793 | Time: 1658.34 ms
[2020-12-12 11:57:04 main:581] : INFO : Epoch 684 | loss: 0.000192186 | val_loss: 0.000194438 | Time: 1664.29 ms
[2020-12-12 11:57:06 main:581] : INFO : Epoch 685 | loss: 0.00018807 | val_loss: 0.000191322 | Time: 1657.84 ms
[2020-12-12 11:57:08 main:581] : INFO : Epoch 686 | loss: 0.000197176 | val_loss: 0.000212521 | Time: 1667.92 ms
[2020-12-12 11:57:09 main:581] : INFO : Epoch 687 | loss: 0.000204152 | val_loss: 0.000202209 | Time: 1652.57 ms
[2020-12-12 11:57:11 main:581] : INFO : Epoch 688 | loss: 0.000197214 | val_loss: 0.0002087 | Time: 1654.14 ms
[2020-12-12 11:57:13 main:581] : INFO : Epoch 689 | loss: 0.00019335 | val_loss: 0.000199789 | Time: 1651.1 ms
[2020-12-12 11:57:14 main:581] : INFO : Epoch 690 | loss: 0.0002096 | val_loss: 0.00025642 | Time: 1658.41 ms
[2020-12-12 11:57:16 main:581] : INFO : Epoch 691 | loss: 0.000219874 | val_loss: 0.000199847 | Time: 1655.4 ms
[2020-12-12 11:57:18 main:581] : INFO : Epoch 692 | loss: 0.000197619 | val_loss: 0.000211437 | Time: 1659.37 ms
[2020-12-12 11:57:19 main:581] : INFO : Epoch 693 | loss: 0.000217514 | val_loss: 0.000210527 | Time: 1657.99 ms
[2020-12-12 11:57:21 main:581] : INFO : Epoch 694 | loss: 0.000196917 | val_loss: 0.000195794 | Time: 1657.45 ms
[2020-12-12 11:57:23 main:581] : INFO : Epoch 695 | loss: 0.000189075 | val_loss: 0.000190974 | Time: 1658.19 ms
[2020-12-12 11:57:24 main:581] : INFO : Epoch 696 | loss: 0.00018845 | val_loss: 0.000205949 | Time: 1655.23 ms
[2020-12-12 11:57:26 main:581] : INFO : Epoch 697 | loss: 0.000215695 | val_loss: 0.000204998 | Time: 1664.09 ms
[2020-12-12 11:57:28 main:581] : INFO : Epoch 698 | loss: 0.00019357 | val_loss: 0.000195824 | Time: 1655.22 ms
[2020-12-12 11:57:29 main:581] : INFO : Epoch 699 | loss: 0.000191472 | val_loss: 0.00018958 | Time: 1657.87 ms
[2020-12-12 11:57:31 main:581] : INFO : Epoch 700 | loss: 0.000190421 | val_loss: 0.000199824 | Time: 1662.3 ms
[2020-12-12 11:57:32 main:581] : INFO : Epoch 701 | loss: 0.000226749 | val_loss: 0.00026986 | Time: 1655.47 ms
[2020-12-12 11:57:34 main:581] : INFO : Epoch 702 | loss: 0.000215251 | val_loss: 0.000199542 | Time: 1655.12 ms
[2020-12-12 11:57:36 main:581] : INFO : Epoch 703 | loss: 0.000191344 | val_loss: 0.000197428 | Time: 1654.79 ms
[2020-12-12 11:57:37 main:581] : INFO : Epoch 704 | loss: 0.000190126 | val_loss: 0.00018915 | Time: 1667.34 ms
[2020-12-12 11:57:39 main:581] : INFO : Epoch 705 | loss: 0.000189607 | val_loss: 0.00019434 | Time: 1657.03 ms
[2020-12-12 11:57:41 main:581] : INFO : Epoch 706 | loss: 0.000195761 | val_loss: 0.000212777 | Time: 1657.3 ms
[2020-12-12 11:57:42 main:581] : INFO : Epoch 707 | loss: 0.000226914 | val_loss: 0.000213361 | Time: 1663.69 ms
[2020-12-12 11:57:44 main:581] : INFO : Epoch 708 | loss: 0.000206995 | val_loss: 0.000197306 | Time: 1657.23 ms
[2020-12-12 11:57:46 main:581] : INFO : Epoch 709 | loss: 0.000190357 | val_loss: 0.000193621 | Time: 1669.42 ms
[2020-12-12 11:57:47 main:581] : INFO : Epoch 710 | loss: 0.000202763 | val_loss: 0.000226474 | Time: 1655.45 ms
[2020-12-12 11:57:49 main:581] : INFO : Epoch 711 | loss: 0.000205152 | val_loss: 0.000201181 | Time: 1655.28 ms
[2020-12-12 11:57:51 main:581] : INFO : Epoch 712 | loss: 0.000187127 | val_loss: 0.000193945 | Time: 1664.09 ms
[2020-12-12 11:57:52 main:581] : INFO : Epoch 713 | loss: 0.000185027 | val_loss: 0.000192715 | Time: 1657.98 ms
[2020-12-12 11:57:54 main:581] : INFO : Epoch 714 | loss: 0.000189519 | val_loss: 0.00020984 | Time: 1654.05 ms
[2020-12-12 11:57:56 main:581] : INFO : Epoch 715 | loss: 0.000246718 | val_loss: 0.000231495 | Time: 1656.38 ms
[2020-12-12 11:57:57 main:581] : INFO : Epoch 716 | loss: 0.000209082 | val_loss: 0.000211254 | Time: 1655.75 ms
[2020-12-12 11:57:59 main:581] : INFO : Epoch 717 | loss: 0.000192612 | val_loss: 0.000192095 | Time: 1655.82 ms
[2020-12-12 11:58:01 main:581] : INFO : Epoch 718 | loss: 0.000185431 | val_loss: 0.000190873 | Time: 1670.62 ms
[2020-12-12 11:58:02 main:581] : INFO : Epoch 719 | loss: 0.000188581 | val_loss: 0.000216061 | Time: 1654.29 ms
[2020-12-12 11:58:04 main:581] : INFO : Epoch 720 | loss: 0.000227553 | val_loss: 0.000202198 | Time: 1653.2 ms
[2020-12-12 11:58:06 main:581] : INFO : Epoch 721 | loss: 0.000194764 | val_loss: 0.000196206 | Time: 1656.86 ms
[2020-12-12 11:58:07 main:581] : INFO : Epoch 722 | loss: 0.000188659 | val_loss: 0.000192568 | Time: 1656.96 ms
[2020-12-12 11:58:09 main:581] : INFO : Epoch 723 | loss: 0.00019779 | val_loss: 0.000253344 | Time: 1654.45 ms
[2020-12-12 11:58:11 main:581] : INFO : Epoch 724 | loss: 0.000216688 | val_loss: 0.000204445 | Time: 1660.22 ms
[2020-12-12 11:58:12 main:581] : INFO : Epoch 725 | loss: 0.000191201 | val_loss: 0.000193445 | Time: 1662.58 ms
[2020-12-12 11:58:14 main:581] : INFO : Epoch 726 | loss: 0.000186421 | val_loss: 0.000192635 | Time: 1656.6 ms
[2020-12-12 11:58:16 main:581] : INFO : Epoch 727 | loss: 0.000187892 | val_loss: 0.000204315 | Time: 1655.41 ms
[2020-12-12 11:58:17 main:581] : INFO : Epoch 728 | loss: 0.000238412 | val_loss: 0.000232664 | Time: 1654.59 ms
[2020-12-12 11:58:19 main:581] : INFO : Epoch 729 | loss: 0.000203248 | val_loss: 0.000208387 | Time: 1652.72 ms
[2020-12-12 11:58:21 main:581] : INFO : Epoch 730 | loss: 0.000191383 | val_loss: 0.000201099 | Time: 1655.25 ms
[2020-12-12 11:58:22 main:581] : INFO : Epoch 731 | loss: 0.00019294 | val_loss: 0.000198273 | Time: 1654.57 ms
[2020-12-12 11:58:24 main:581] : INFO : Epoch 732 | loss: 0.000194162 | val_loss: 0.000208576 | Time: 1660.13 ms
[2020-12-12 11:58:26 main:581] : INFO : Epoch 733 | loss: 0.000198317 | val_loss: 0.000198853 | Time: 1656.95 ms
[2020-12-12 11:58:27 main:581] : INFO : Epoch 734 | loss: 0.000189846 | val_loss: 0.000197467 | Time: 1657.88 ms
[2020-12-12 11:58:29 main:581] : INFO : Epoch 735 | loss: 0.000190665 | val_loss: 0.000201806 | Time: 1656.08 ms
[2020-12-12 11:58:31 main:581] : INFO : Epoch 736 | loss: 0.000214868 | val_loss: 0.000210607 | Time: 1654.14 ms
[2020-12-12 11:58:32 main:581] : INFO : Epoch 737 | loss: 0.000198947 | val_loss: 0.000195899 | Time: 1658.02 ms
[2020-12-12 11:58:34 main:581] : INFO : Epoch 738 | loss: 0.000190642 | val_loss: 0.000194978 | Time: 1658.64 ms
[2020-12-12 11:58:35 main:581] : INFO : Epoch 739 | loss: 0.000201227 | val_loss: 0.000219922 | Time: 1664.59 ms
[2020-12-12 11:58:37 main:581] : INFO : Epoch 740 | loss: 0.000207067 | val_loss: 0.000222334 | Time: 1658.27 ms
[2020-12-12 11:58:39 main:581] : INFO : Epoch 741 | loss: 0.000227516 | val_loss: 0.000215426 | Time: 1639.51 ms
[2020-12-12 11:58:40 main:581] : INFO : Epoch 742 | loss: 0.000200523 | val_loss: 0.000201091 | Time: 1641.04 ms
[2020-12-12 11:58:42 main:581] : INFO : Epoch 743 | loss: 0.000193803 | val_loss: 0.000195007 | Time: 1645.74 ms
[2020-12-12 11:58:44 main:581] : INFO : Epoch 744 | loss: 0.000189592 | val_loss: 0.000193733 | Time: 1646.78 ms
[2020-12-12 11:58:45 main:581] : INFO : Epoch 745 | loss: 0.000192939 | val_loss: 0.000199884 | Time: 1638.71 ms
[2020-12-12 11:58:47 main:581] : INFO : Epoch 746 | loss: 0.000208594 | val_loss: 0.000261019 | Time: 1642.36 ms
[2020-12-12 11:58:49 main:581] : INFO : Epoch 747 | loss: 0.000241992 | val_loss: 0.000210384 | Time: 1633.01 ms
[2020-12-12 11:58:50 main:581] : INFO : Epoch 748 | loss: 0.000197412 | val_loss: 0.000194653 | Time: 1625.4 ms
[2020-12-12 11:58:52 main:581] : INFO : Epoch 749 | loss: 0.000188441 | val_loss: 0.000190491 | Time: 1627.53 ms
[2020-12-12 11:58:54 main:581] : INFO : Epoch 750 | loss: 0.000187111 | val_loss: 0.000194633 | Time: 1623.14 ms
[2020-12-12 11:58:55 main:581] : INFO : Epoch 751 | loss: 0.000196702 | val_loss: 0.000207642 | Time: 1629.6 ms
[2020-12-12 11:58:57 main:581] : INFO : Epoch 752 | loss: 0.000194576 | val_loss: 0.000193511 | Time: 1632.6 ms
[2020-12-12 11:58:58 main:581] : INFO : Epoch 753 | loss: 0.000194675 | val_loss: 0.000225724 | Time: 1629.72 ms
[2020-12-12 11:59:00 main:581] : INFO : Epoch 754 | loss: 0.000229083 | val_loss: 0.000202832 | Time: 1638.2 ms
[2020-12-12 11:59:02 main:581] : INFO : Epoch 755 | loss: 0.000197697 | val_loss: 0.000198067 | Time: 1629.13 ms
[2020-12-12 11:59:03 main:581] : INFO : Epoch 756 | loss: 0.00019205 | val_loss: 0.000201986 | Time: 1646.42 ms
[2020-12-12 11:59:05 main:581] : INFO : Epoch 757 | loss: 0.00019923 | val_loss: 0.000194196 | Time: 1646.75 ms
[2020-12-12 11:59:07 main:581] : INFO : Epoch 758 | loss: 0.000194926 | val_loss: 0.000195078 | Time: 1639.99 ms
[2020-12-12 11:59:08 main:581] : INFO : Epoch 759 | loss: 0.00019044 | val_loss: 0.000199565 | Time: 1647.92 ms
[2020-12-12 11:59:10 main:581] : INFO : Epoch 760 | loss: 0.00021338 | val_loss: 0.000212404 | Time: 1642.32 ms
[2020-12-12 11:59:12 main:581] : INFO : Epoch 761 | loss: 0.000216101 | val_loss: 0.000208875 | Time: 1647.66 ms
[2020-12-12 11:59:13 main:581] : INFO : Epoch 762 | loss: 0.000195672 | val_loss: 0.00019457 | Time: 1641.41 ms
[2020-12-12 11:59:15 main:581] : INFO : Epoch 763 | loss: 0.000187583 | val_loss: 0.000190983 | Time: 1646.71 ms
[2020-12-12 11:59:16 main:581] : INFO : Epoch 764 | loss: 0.000189686 | val_loss: 0.000193298 | Time: 1648.11 ms
[2020-12-12 11:59:18 main:581] : INFO : Epoch 765 | loss: 0.00021734 | val_loss: 0.00021796 | Time: 1642.11 ms
[2020-12-12 11:59:20 main:581] : INFO : Epoch 766 | loss: 0.000219525 | val_loss: 0.000229326 | Time: 1644.32 ms
[2020-12-12 11:59:21 main:581] : INFO : Epoch 767 | loss: 0.000202554 | val_loss: 0.00019462 | Time: 1643.8 ms
[2020-12-12 11:59:23 main:581] : INFO : Epoch 768 | loss: 0.000192115 | val_loss: 0.000200008 | Time: 1642.83 ms
[2020-12-12 11:59:25 main:581] : INFO : Epoch 769 | loss: 0.000192221 | val_loss: 0.000196239 | Time: 1650.58 ms
[2020-12-12 11:59:26 main:581] : INFO : Epoch 770 | loss: 0.000187763 | val_loss: 0.000194515 | Time: 1641.06 ms
[2020-12-12 11:59:28 main:581] : INFO : Epoch 771 | loss: 0.000192973 | val_loss: 0.000223294 | Time: 1645.17 ms
[2020-12-12 11:59:30 main:581] : INFO : Epoch 772 | loss: 0.000222499 | val_loss: 0.000209541 | Time: 1646.47 ms
[2020-12-12 11:59:31 main:581] : INFO : Epoch 773 | loss: 0.000194399 | val_loss: 0.000199602 | Time: 1648.73 ms
[2020-12-12 11:59:33 main:581] : INFO : Epoch 774 | loss: 0.000193991 | val_loss: 0.000196956 | Time: 1642.83 ms
[2020-12-12 11:59:35 main:581] : INFO : Epoch 775 | loss: 0.000191332 | val_loss: 0.000195786 | Time: 1648.01 ms
[2020-12-12 11:59:36 main:581] : INFO : Epoch 776 | loss: 0.000208101 | val_loss: 0.000224101 | Time: 1646.23 ms
[2020-12-12 11:59:38 main:581] : INFO : Epoch 777 | loss: 0.000199439 | val_loss: 0.000200695 | Time: 1641.43 ms
[2020-12-12 11:59:40 main:581] : INFO : Epoch 778 | loss: 0.000192576 | val_loss: 0.000200094 | Time: 1648.62 ms
[2020-12-12 11:59:41 main:581] : INFO : Epoch 779 | loss: 0.000198391 | val_loss: 0.000210989 | Time: 1633 ms
[2020-12-12 11:59:43 main:581] : INFO : Epoch 780 | loss: 0.000203566 | val_loss: 0.00019812 | Time: 1637.33 ms
[2020-12-12 11:59:44 main:581] : INFO : Epoch 781 | loss: 0.000198497 | val_loss: 0.000202463 | Time: 1636.44 ms
[2020-12-12 11:59:46 main:581] : INFO : Epoch 782 | loss: 0.000194425 | val_loss: 0.000191695 | Time: 1645.37 ms
[2020-12-12 11:59:48 main:581] : INFO : Epoch 783 | loss: 0.000188391 | val_loss: 0.000199303 | Time: 1641.86 ms
[2020-12-12 11:59:49 main:581] : INFO : Epoch 784 | loss: 0.000224484 | val_loss: 0.000300534 | Time: 1636.55 ms
[2020-12-12 11:59:51 main:581] : INFO : Epoch 785 | loss: 0.000228638 | val_loss: 0.000215242 | Time: 1645.31 ms
[2020-12-12 11:59:53 main:581] : INFO : Epoch 786 | loss: 0.000201337 | val_loss: 0.000196403 | Time: 1644.52 ms
[2020-12-12 11:59:54 main:581] : INFO : Epoch 787 | loss: 0.00019052 | val_loss: 0.000195351 | Time: 1637.38 ms
[2020-12-12 11:59:56 main:581] : INFO : Epoch 788 | loss: 0.000188614 | val_loss: 0.0001964 | Time: 1635.66 ms
[2020-12-12 11:59:58 main:581] : INFO : Epoch 789 | loss: 0.000203476 | val_loss: 0.000200063 | Time: 1636.34 ms
[2020-12-12 11:59:59 main:581] : INFO : Epoch 790 | loss: 0.000193099 | val_loss: 0.000190367 | Time: 1641.66 ms
[2020-12-12 12:00:01 main:581] : INFO : Epoch 791 | loss: 0.000199372 | val_loss: 0.000233344 | Time: 1648.99 ms
[2020-12-12 12:00:02 main:581] : INFO : Epoch 792 | loss: 0.000219876 | val_loss: 0.000209452 | Time: 1638.43 ms
[2020-12-12 12:00:04 main:581] : INFO : Epoch 793 | loss: 0.000196651 | val_loss: 0.00019357 | Time: 1642.15 ms
[2020-12-12 12:00:06 main:581] : INFO : Epoch 794 | loss: 0.000188 | val_loss: 0.00019223 | Time: 1646.23 ms
[2020-12-12 12:00:07 main:581] : INFO : Epoch 795 | loss: 0.00019763 | val_loss: 0.000203725 | Time: 1635.98 ms
[2020-12-12 12:00:09 main:581] : INFO : Epoch 796 | loss: 0.000221628 | val_loss: 0.000223681 | Time: 1646.9 ms
[2020-12-12 12:00:11 main:581] : INFO : Epoch 797 | loss: 0.000209539 | val_loss: 0.000194051 | Time: 1645.8 ms
[2020-12-12 12:00:12 main:581] : INFO : Epoch 798 | loss: 0.00018867 | val_loss: 0.000195862 | Time: 1635.76 ms
[2020-12-12 12:00:14 main:581] : INFO : Epoch 799 | loss: 0.000202877 | val_loss: 0.000206857 | Time: 1637.53 ms
[2020-12-12 12:00:16 main:581] : INFO : Epoch 800 | loss: 0.000190131 | val_loss: 0.000191653 | Time: 1638.02 ms
[2020-12-12 12:00:17 main:581] : INFO : Epoch 801 | loss: 0.000204533 | val_loss: 0.000244685 | Time: 1642.04 ms
[2020-12-12 12:00:19 main:581] : INFO : Epoch 802 | loss: 0.000211494 | val_loss: 0.00019195 | Time: 1639.62 ms
[2020-12-12 12:00:21 main:581] : INFO : Epoch 803 | loss: 0.000191673 | val_loss: 0.000194353 | Time: 1643.68 ms
[2020-12-12 12:00:22 main:581] : INFO : Epoch 804 | loss: 0.000190883 | val_loss: 0.000193159 | Time: 1644.36 ms
[2020-12-12 12:00:24 main:581] : INFO : Epoch 805 | loss: 0.000196174 | val_loss: 0.000202994 | Time: 1630.1 ms
[2020-12-12 12:00:25 main:581] : INFO : Epoch 806 | loss: 0.000195588 | val_loss: 0.000206718 | Time: 1641.64 ms
[2020-12-12 12:00:27 main:581] : INFO : Epoch 807 | loss: 0.00019592 | val_loss: 0.000196764 | Time: 1642.41 ms
[2020-12-12 12:00:29 main:581] : INFO : Epoch 808 | loss: 0.000191337 | val_loss: 0.000201114 | Time: 1639.63 ms
[2020-12-12 12:00:30 main:581] : INFO : Epoch 809 | loss: 0.000217038 | val_loss: 0.000210894 | Time: 1633.32 ms
[2020-12-12 12:00:32 main:581] : INFO : Epoch 810 | loss: 0.000197324 | val_loss: 0.00019957 | Time: 1645.07 ms
[2020-12-12 12:00:34 main:581] : INFO : Epoch 811 | loss: 0.000207958 | val_loss: 0.0002231 | Time: 1641.07 ms
[2020-12-12 12:00:35 main:581] : INFO : Epoch 812 | loss: 0.000198278 | val_loss: 0.00019415 | Time: 1636.08 ms
[2020-12-12 12:00:37 main:581] : INFO : Epoch 813 | loss: 0.000186295 | val_loss: 0.000195682 | Time: 1635.77 ms
[2020-12-12 12:00:39 main:581] : INFO : Epoch 814 | loss: 0.000195817 | val_loss: 0.000217744 | Time: 1640.92 ms
[2020-12-12 12:00:40 main:581] : INFO : Epoch 815 | loss: 0.00020018 | val_loss: 0.000230066 | Time: 1638.94 ms
[2020-12-12 12:00:42 main:581] : INFO : Epoch 816 | loss: 0.000230937 | val_loss: 0.000209906 | Time: 1631.44 ms
[2020-12-12 12:00:43 main:581] : INFO : Epoch 817 | loss: 0.000198029 | val_loss: 0.000200016 | Time: 1647.32 ms
[2020-12-12 12:00:45 main:581] : INFO : Epoch 818 | loss: 0.000190535 | val_loss: 0.000191913 | Time: 1641.48 ms
[2020-12-12 12:00:47 main:581] : INFO : Epoch 819 | loss: 0.000186061 | val_loss: 0.000194596 | Time: 1633.87 ms
[2020-12-12 12:00:48 main:581] : INFO : Epoch 820 | loss: 0.000210536 | val_loss: 0.000274775 | Time: 1636.86 ms
[2020-12-12 12:00:50 main:581] : INFO : Epoch 821 | loss: 0.000216699 | val_loss: 0.000205032 | Time: 1638.47 ms
[2020-12-12 12:00:52 main:581] : INFO : Epoch 822 | loss: 0.000192597 | val_loss: 0.000192253 | Time: 1634.55 ms
[2020-12-12 12:00:53 main:581] : INFO : Epoch 823 | loss: 0.000187638 | val_loss: 0.000197793 | Time: 1633.08 ms
[2020-12-12 12:00:55 main:581] : INFO : Epoch 824 | loss: 0.000207225 | val_loss: 0.000200092 | Time: 1648.2 ms
[2020-12-12 12:00:57 main:581] : INFO : Epoch 825 | loss: 0.000194582 | val_loss: 0.000196178 | Time: 1636.61 ms
[2020-12-12 12:00:58 main:581] : INFO : Epoch 826 | loss: 0.000188612 | val_loss: 0.000195875 | Time: 1641.16 ms
[2020-12-12 12:01:00 main:581] : INFO : Epoch 827 | loss: 0.000198644 | val_loss: 0.000192875 | Time: 1666.1 ms
[2020-12-12 12:01:02 main:581] : INFO : Epoch 828 | loss: 0.000188644 | val_loss: 0.00018698 | Time: 1652.44 ms
[2020-12-12 12:01:03 main:581] : INFO : Epoch 829 | loss: 0.000192496 | val_loss: 0.000206698 | Time: 1650.57 ms
[2020-12-12 12:01:05 main:581] : INFO : Epoch 830 | loss: 0.000220731 | val_loss: 0.000217332 | Time: 1655.56 ms
[2020-12-12 12:01:06 main:581] : INFO : Epoch 831 | loss: 0.00019589 | val_loss: 0.000184909 | Time: 1646.77 ms
[2020-12-12 12:01:08 main:581] : INFO : Epoch 832 | loss: 0.000187232 | val_loss: 0.000189733 | Time: 1655.23 ms
[2020-12-12 12:01:10 main:581] : INFO : Epoch 833 | loss: 0.000199292 | val_loss: 0.000205302 | Time: 1650.85 ms
[2020-12-12 12:01:11 main:581] : INFO : Epoch 834 | loss: 0.000203172 | val_loss: 0.000193379 | Time: 1658.08 ms
[2020-12-12 12:01:13 main:581] : INFO : Epoch 835 | loss: 0.000189117 | val_loss: 0.000193986 | Time: 1658.54 ms
[2020-12-12 12:01:15 main:581] : INFO : Epoch 836 | loss: 0.00018949 | val_loss: 0.000197951 | Time: 1643.31 ms
[2020-12-12 12:01:16 main:581] : INFO : Epoch 837 | loss: 0.000197949 | val_loss: 0.000233928 | Time: 1662.29 ms
[2020-12-12 12:01:18 main:581] : INFO : Epoch 838 | loss: 0.000224893 | val_loss: 0.000217608 | Time: 1635.97 ms
[2020-12-12 12:01:20 main:581] : INFO : Epoch 839 | loss: 0.000194062 | val_loss: 0.000193148 | Time: 1622.92 ms
[2020-12-12 12:01:21 main:581] : INFO : Epoch 840 | loss: 0.000187384 | val_loss: 0.000184975 | Time: 1645.28 ms
[2020-12-12 12:01:23 main:581] : INFO : Epoch 841 | loss: 0.00019976 | val_loss: 0.000252581 | Time: 1641.29 ms
[2020-12-12 12:01:25 main:581] : INFO : Epoch 842 | loss: 0.000190042 | val_loss: 0.000161174 | Time: 1643.47 ms
[2020-12-12 12:01:26 main:581] : INFO : Epoch 843 | loss: 0.000149829 | val_loss: 0.000155639 | Time: 1636.59 ms
[2020-12-12 12:01:28 main:581] : INFO : Epoch 844 | loss: 0.000147934 | val_loss: 0.00015893 | Time: 1644.97 ms
[2020-12-12 12:01:30 main:581] : INFO : Epoch 845 | loss: 0.000164934 | val_loss: 0.000224438 | Time: 1645.57 ms
[2020-12-12 12:01:31 main:581] : INFO : Epoch 846 | loss: 0.000171539 | val_loss: 0.000159756 | Time: 1636.33 ms
[2020-12-12 12:01:33 main:581] : INFO : Epoch 847 | loss: 0.000144829 | val_loss: 0.000148075 | Time: 1648.49 ms
[2020-12-12 12:01:34 main:581] : INFO : Epoch 848 | loss: 0.000137217 | val_loss: 0.000147166 | Time: 1637.6 ms
[2020-12-12 12:01:36 main:581] : INFO : Epoch 849 | loss: 0.000148974 | val_loss: 0.00020465 | Time: 1637 ms
[2020-12-12 12:01:38 main:581] : INFO : Epoch 850 | loss: 0.000279405 | val_loss: 0.000224563 | Time: 1640.18 ms
[2020-12-12 12:01:39 main:581] : INFO : Epoch 851 | loss: 0.000189359 | val_loss: 0.000180092 | Time: 1638.11 ms
[2020-12-12 12:01:41 main:581] : INFO : Epoch 852 | loss: 0.0001525 | val_loss: 0.000153988 | Time: 1636.89 ms
[2020-12-12 12:01:43 main:581] : INFO : Epoch 853 | loss: 0.000141913 | val_loss: 0.000149685 | Time: 1652.34 ms
[2020-12-12 12:01:44 main:581] : INFO : Epoch 854 | loss: 0.000149469 | val_loss: 0.000169802 | Time: 1639.51 ms
[2020-12-12 12:01:46 main:581] : INFO : Epoch 855 | loss: 0.0001528 | val_loss: 0.000163232 | Time: 1648.28 ms
[2020-12-12 12:01:48 main:581] : INFO : Epoch 856 | loss: 0.000141456 | val_loss: 0.000147184 | Time: 1639.77 ms
[2020-12-12 12:01:49 main:581] : INFO : Epoch 857 | loss: 0.000137256 | val_loss: 0.000146927 | Time: 1641.54 ms
[2020-12-12 12:01:51 main:581] : INFO : Epoch 858 | loss: 0.000141445 | val_loss: 0.000174661 | Time: 1641.28 ms
[2020-12-12 12:01:53 main:581] : INFO : Epoch 859 | loss: 0.000161495 | val_loss: 0.000163046 | Time: 1643.17 ms
[2020-12-12 12:01:54 main:581] : INFO : Epoch 860 | loss: 0.000146191 | val_loss: 0.000147367 | Time: 1637.92 ms
[2020-12-12 12:01:56 main:581] : INFO : Epoch 861 | loss: 0.000137073 | val_loss: 0.000146642 | Time: 1643.64 ms
[2020-12-12 12:01:57 main:581] : INFO : Epoch 862 | loss: 0.000139061 | val_loss: 0.000154096 | Time: 1634.22 ms
[2020-12-12 12:01:59 main:581] : INFO : Epoch 863 | loss: 0.000166641 | val_loss: 0.000163773 | Time: 1627.23 ms
[2020-12-12 12:02:01 main:581] : INFO : Epoch 864 | loss: 0.000146706 | val_loss: 0.000151619 | Time: 1654.23 ms
[2020-12-12 12:02:02 main:581] : INFO : Epoch 865 | loss: 0.000148624 | val_loss: 0.000162048 | Time: 1643.84 ms
[2020-12-12 12:02:04 main:581] : INFO : Epoch 866 | loss: 0.000142277 | val_loss: 0.000151567 | Time: 1644.44 ms
[2020-12-12 12:02:06 main:581] : INFO : Epoch 867 | loss: 0.000139072 | val_loss: 0.00015292 | Time: 1641.83 ms
[2020-12-12 12:02:07 main:581] : INFO : Epoch 868 | loss: 0.000174636 | val_loss: 0.00016459 | Time: 1638.04 ms
[2020-12-12 12:02:09 main:581] : INFO : Epoch 869 | loss: 0.000149004 | val_loss: 0.000149503 | Time: 1644.26 ms
[2020-12-12 12:02:11 main:581] : INFO : Epoch 870 | loss: 0.000138114 | val_loss: 0.000146581 | Time: 1639.72 ms
[2020-12-12 12:02:12 main:581] : INFO : Epoch 871 | loss: 0.000137278 | val_loss: 0.000156133 | Time: 1642.11 ms
[2020-12-12 12:02:14 main:581] : INFO : Epoch 872 | loss: 0.000172201 | val_loss: 0.000166878 | Time: 1642.26 ms
[2020-12-12 12:02:15 main:581] : INFO : Epoch 873 | loss: 0.000150736 | val_loss: 0.000153657 | Time: 1634.55 ms
[2020-12-12 12:02:17 main:581] : INFO : Epoch 874 | loss: 0.000140695 | val_loss: 0.000149908 | Time: 1643.79 ms
[2020-12-12 12:02:19 main:581] : INFO : Epoch 875 | loss: 0.000155962 | val_loss: 0.000175358 | Time: 1643.64 ms
[2020-12-12 12:02:20 main:581] : INFO : Epoch 876 | loss: 0.000147839 | val_loss: 0.000154911 | Time: 1639.43 ms
[2020-12-12 12:02:22 main:581] : INFO : Epoch 877 | loss: 0.000140772 | val_loss: 0.000151483 | Time: 1639.24 ms
[2020-12-12 12:02:24 main:581] : INFO : Epoch 878 | loss: 0.000146795 | val_loss: 0.000162632 | Time: 1646.05 ms
[2020-12-12 12:02:25 main:581] : INFO : Epoch 879 | loss: 0.000159851 | val_loss: 0.00016292 | Time: 1635.35 ms
[2020-12-12 12:02:27 main:581] : INFO : Epoch 880 | loss: 0.000156717 | val_loss: 0.000165216 | Time: 1645.27 ms
[2020-12-12 12:02:29 main:581] : INFO : Epoch 881 | loss: 0.000149248 | val_loss: 0.000155883 | Time: 1646.33 ms
[2020-12-12 12:02:30 main:581] : INFO : Epoch 882 | loss: 0.000142401 | val_loss: 0.000163192 | Time: 1633.18 ms
[2020-12-12 12:02:32 main:581] : INFO : Epoch 883 | loss: 0.000160489 | val_loss: 0.000168359 | Time: 1638.46 ms
[2020-12-12 12:02:34 main:581] : INFO : Epoch 884 | loss: 0.00014725 | val_loss: 0.00015607 | Time: 1646.5 ms
[2020-12-12 12:02:35 main:581] : INFO : Epoch 885 | loss: 0.000148096 | val_loss: 0.000152717 | Time: 1643.8 ms
[2020-12-12 12:02:37 main:581] : INFO : Epoch 886 | loss: 0.000153797 | val_loss: 0.000157684 | Time: 1645.32 ms
[2020-12-12 12:02:38 main:581] : INFO : Epoch 887 | loss: 0.000141807 | val_loss: 0.000152707 | Time: 1641.34 ms
[2020-12-12 12:02:40 main:581] : INFO : Epoch 888 | loss: 0.000142676 | val_loss: 0.000156302 | Time: 1646.74 ms
[2020-12-12 12:02:42 main:581] : INFO : Epoch 889 | loss: 0.000180165 | val_loss: 0.000188947 | Time: 1638.96 ms
[2020-12-12 12:02:43 main:581] : INFO : Epoch 890 | loss: 0.00016742 | val_loss: 0.000160062 | Time: 1644.05 ms
[2020-12-12 12:02:45 main:581] : INFO : Epoch 891 | loss: 0.000141427 | val_loss: 0.000149084 | Time: 1631.59 ms
[2020-12-12 12:02:47 main:581] : INFO : Epoch 892 | loss: 0.000140903 | val_loss: 0.000161222 | Time: 1642.27 ms
[2020-12-12 12:02:48 main:581] : INFO : Epoch 893 | loss: 0.000152847 | val_loss: 0.000175815 | Time: 1636.36 ms
[2020-12-12 12:02:50 main:581] : INFO : Epoch 894 | loss: 0.000151809 | val_loss: 0.000147508 | Time: 1650.74 ms
[2020-12-12 12:02:52 main:581] : INFO : Epoch 895 | loss: 0.000138432 | val_loss: 0.000152968 | Time: 1646.23 ms
[2020-12-12 12:02:53 main:581] : INFO : Epoch 896 | loss: 0.000152285 | val_loss: 0.000175607 | Time: 1640.49 ms
[2020-12-12 12:02:55 main:581] : INFO : Epoch 897 | loss: 0.000155484 | val_loss: 0.000171275 | Time: 1637.71 ms
[2020-12-12 12:02:57 main:581] : INFO : Epoch 898 | loss: 0.000145973 | val_loss: 0.000152261 | Time: 1645.09 ms
[2020-12-12 12:02:58 main:581] : INFO : Epoch 899 | loss: 0.000140748 | val_loss: 0.000149075 | Time: 1642.64 ms
[2020-12-12 12:03:00 main:581] : INFO : Epoch 900 | loss: 0.000142457 | val_loss: 0.000162377 | Time: 1645.8 ms
[2020-12-12 12:03:01 main:581] : INFO : Epoch 901 | loss: 0.000166347 | val_loss: 0.000162853 | Time: 1641.69 ms
[2020-12-12 12:03:03 main:581] : INFO : Epoch 902 | loss: 0.000154903 | val_loss: 0.000154165 | Time: 1637.26 ms
[2020-12-12 12:03:05 main:581] : INFO : Epoch 903 | loss: 0.000143786 | val_loss: 0.000152107 | Time: 1639.15 ms
[2020-12-12 12:03:06 main:581] : INFO : Epoch 904 | loss: 0.000142446 | val_loss: 0.000149658 | Time: 1638.38 ms
[2020-12-12 12:03:08 main:581] : INFO : Epoch 905 | loss: 0.000140115 | val_loss: 0.000153448 | Time: 1635.37 ms
[2020-12-12 12:03:10 main:581] : INFO : Epoch 906 | loss: 0.000146152 | val_loss: 0.000163151 | Time: 1644.09 ms
[2020-12-12 12:03:11 main:581] : INFO : Epoch 907 | loss: 0.000189559 | val_loss: 0.000193445 | Time: 1638.44 ms
[2020-12-12 12:03:13 main:581] : INFO : Epoch 908 | loss: 0.000168958 | val_loss: 0.000156507 | Time: 1640.68 ms
[2020-12-12 12:03:15 main:581] : INFO : Epoch 909 | loss: 0.000141225 | val_loss: 0.000150071 | Time: 1645.35 ms
[2020-12-12 12:03:16 main:581] : INFO : Epoch 910 | loss: 0.000135765 | val_loss: 0.000145872 | Time: 1633.24 ms
[2020-12-12 12:03:18 main:581] : INFO : Epoch 911 | loss: 0.000135768 | val_loss: 0.000149178 | Time: 1634.63 ms
[2020-12-12 12:03:20 main:581] : INFO : Epoch 912 | loss: 0.000161291 | val_loss: 0.000163285 | Time: 1641.07 ms
[2020-12-12 12:03:21 main:581] : INFO : Epoch 913 | loss: 0.000153666 | val_loss: 0.000168732 | Time: 1646.93 ms
[2020-12-12 12:03:23 main:581] : INFO : Epoch 914 | loss: 0.000149177 | val_loss: 0.000149975 | Time: 1639.16 ms
[2020-12-12 12:03:24 main:581] : INFO : Epoch 915 | loss: 0.000135852 | val_loss: 0.000147503 | Time: 1640.79 ms
[2020-12-12 12:03:26 main:581] : INFO : Epoch 916 | loss: 0.000162052 | val_loss: 0.000196615 | Time: 1643.2 ms
[2020-12-12 12:03:28 main:581] : INFO : Epoch 917 | loss: 0.000166521 | val_loss: 0.000159258 | Time: 1646.78 ms
[2020-12-12 12:03:29 main:581] : INFO : Epoch 918 | loss: 0.000144218 | val_loss: 0.000148509 | Time: 1635.88 ms
[2020-12-12 12:03:31 main:581] : INFO : Epoch 919 | loss: 0.000136333 | val_loss: 0.000147962 | Time: 1643.26 ms
[2020-12-12 12:03:33 main:581] : INFO : Epoch 920 | loss: 0.000138623 | val_loss: 0.000152852 | Time: 1637.01 ms
[2020-12-12 12:03:34 main:581] : INFO : Epoch 921 | loss: 0.000152457 | val_loss: 0.000154837 | Time: 1640.13 ms
[2020-12-12 12:03:36 main:581] : INFO : Epoch 922 | loss: 0.000168415 | val_loss: 0.00017117 | Time: 1638.6 ms
[2020-12-12 12:03:38 main:581] : INFO : Epoch 923 | loss: 0.000155826 | val_loss: 0.000151848 | Time: 1643.65 ms
[2020-12-12 12:03:39 main:581] : INFO : Epoch 924 | loss: 0.000138071 | val_loss: 0.00014532 | Time: 1641.66 ms
[2020-12-12 12:03:41 main:581] : INFO : Epoch 925 | loss: 0.00013842 | val_loss: 0.000159231 | Time: 1636.34 ms
[2020-12-12 12:03:42 main:581] : INFO : Epoch 926 | loss: 0.000157912 | val_loss: 0.000160282 | Time: 1638.92 ms
[2020-12-12 12:03:44 main:581] : INFO : Epoch 927 | loss: 0.000148291 | val_loss: 0.000155766 | Time: 1637.82 ms
[2020-12-12 12:03:46 main:581] : INFO : Epoch 928 | loss: 0.000150976 | val_loss: 0.000150405 | Time: 1631.71 ms
[2020-12-12 12:03:47 main:581] : INFO : Epoch 929 | loss: 0.000142761 | val_loss: 0.000158846 | Time: 1640.05 ms
[2020-12-12 12:03:49 main:581] : INFO : Epoch 930 | loss: 0.000144369 | val_loss: 0.000157704 | Time: 1643.75 ms
[2020-12-12 12:03:51 main:581] : INFO : Epoch 931 | loss: 0.000149045 | val_loss: 0.000161327 | Time: 1634.67 ms
[2020-12-12 12:03:52 main:581] : INFO : Epoch 932 | loss: 0.000171696 | val_loss: 0.000159137 | Time: 1638.92 ms
[2020-12-12 12:03:54 main:581] : INFO : Epoch 933 | loss: 0.00014622 | val_loss: 0.000149585 | Time: 1646.62 ms
[2020-12-12 12:03:56 main:581] : INFO : Epoch 934 | loss: 0.000139129 | val_loss: 0.000156171 | Time: 1652.06 ms
[2020-12-12 12:03:57 main:581] : INFO : Epoch 935 | loss: 0.000156861 | val_loss: 0.000199769 | Time: 1650.96 ms
[2020-12-12 12:03:59 main:581] : INFO : Epoch 936 | loss: 0.00016387 | val_loss: 0.000160923 | Time: 1646.25 ms
[2020-12-12 12:04:01 main:581] : INFO : Epoch 937 | loss: 0.000145897 | val_loss: 0.000157937 | Time: 1658.12 ms
[2020-12-12 12:04:02 main:581] : INFO : Epoch 938 | loss: 0.000155927 | val_loss: 0.000158319 | Time: 1642.77 ms
[2020-12-12 12:04:04 main:581] : INFO : Epoch 939 | loss: 0.000141604 | val_loss: 0.000145808 | Time: 1646.53 ms
[2020-12-12 12:04:05 main:581] : INFO : Epoch 940 | loss: 0.000137311 | val_loss: 0.000146514 | Time: 1644.49 ms
[2020-12-12 12:04:07 main:581] : INFO : Epoch 941 | loss: 0.00015 | val_loss: 0.000178723 | Time: 1641.88 ms
[2020-12-12 12:04:09 main:581] : INFO : Epoch 942 | loss: 0.000157296 | val_loss: 0.00015465 | Time: 1639.34 ms
[2020-12-12 12:04:10 main:581] : INFO : Epoch 943 | loss: 0.000139589 | val_loss: 0.000147176 | Time: 1639.18 ms
[2020-12-12 12:04:12 main:581] : INFO : Epoch 944 | loss: 0.000136172 | val_loss: 0.000145909 | Time: 1644.42 ms
[2020-12-12 12:04:14 main:581] : INFO : Epoch 945 | loss: 0.000147997 | val_loss: 0.000203806 | Time: 1638.04 ms
[2020-12-12 12:04:15 main:581] : INFO : Epoch 946 | loss: 0.000194189 | val_loss: 0.000185237 | Time: 1641.87 ms
[2020-12-12 12:04:17 main:581] : INFO : Epoch 947 | loss: 0.000259176 | val_loss: 0.000791066 | Time: 1645.52 ms
[2020-12-12 12:04:19 main:581] : INFO : Epoch 948 | loss: 0.000767784 | val_loss: 0.000580244 | Time: 1641.76 ms
[2020-12-12 12:04:20 main:581] : INFO : Epoch 949 | loss: 0.000328257 | val_loss: 0.000227663 | Time: 1643.96 ms
[2020-12-12 12:04:22 main:581] : INFO : Epoch 950 | loss: 0.000169877 | val_loss: 0.00015656 | Time: 1638.65 ms
[2020-12-12 12:04:24 main:581] : INFO : Epoch 951 | loss: 0.000138234 | val_loss: 0.0001448 | Time: 1644.08 ms
[2020-12-12 12:04:25 main:581] : INFO : Epoch 952 | loss: 0.0001326 | val_loss: 0.00014305 | Time: 1639.79 ms
[2020-12-12 12:04:27 main:581] : INFO : Epoch 953 | loss: 0.000131294 | val_loss: 0.000141928 | Time: 1644.19 ms
[2020-12-12 12:04:28 main:581] : INFO : Epoch 954 | loss: 0.000130699 | val_loss: 0.000142256 | Time: 1640.98 ms
[2020-12-12 12:04:30 main:581] : INFO : Epoch 955 | loss: 0.000130708 | val_loss: 0.000141922 | Time: 1643.48 ms
[2020-12-12 12:04:32 main:581] : INFO : Epoch 956 | loss: 0.000130819 | val_loss: 0.000142887 | Time: 1643.21 ms
[2020-12-12 12:04:33 main:581] : INFO : Epoch 957 | loss: 0.000143924 | val_loss: 0.000190034 | Time: 1636.09 ms
[2020-12-12 12:04:35 main:581] : INFO : Epoch 958 | loss: 0.000146366 | val_loss: 0.000148718 | Time: 1640.06 ms
[2020-12-12 12:04:37 main:581] : INFO : Epoch 959 | loss: 0.000133655 | val_loss: 0.00014208 | Time: 1638.12 ms
[2020-12-12 12:04:38 main:581] : INFO : Epoch 960 | loss: 0.000131751 | val_loss: 0.000143327 | Time: 1643.97 ms
[2020-12-12 12:04:40 main:581] : INFO : Epoch 961 | loss: 0.00013133 | val_loss: 0.000143191 | Time: 1639.41 ms
[2020-12-12 12:04:42 main:581] : INFO : Epoch 962 | loss: 0.000144793 | val_loss: 0.000199375 | Time: 1639.7 ms
[2020-12-12 12:04:43 main:581] : INFO : Epoch 963 | loss: 0.000165803 | val_loss: 0.000154845 | Time: 1641.97 ms
[2020-12-12 12:04:45 main:581] : INFO : Epoch 964 | loss: 0.000137624 | val_loss: 0.000147432 | Time: 1642.24 ms
[2020-12-12 12:04:47 main:581] : INFO : Epoch 965 | loss: 0.000132594 | val_loss: 0.00014197 | Time: 1636.85 ms
[2020-12-12 12:04:48 main:581] : INFO : Epoch 966 | loss: 0.000130567 | val_loss: 0.000142698 | Time: 1637.34 ms
[2020-12-12 12:04:50 main:581] : INFO : Epoch 967 | loss: 0.000130694 | val_loss: 0.00014195 | Time: 1645.49 ms
[2020-12-12 12:04:51 main:581] : INFO : Epoch 968 | loss: 0.0001308 | val_loss: 0.00014429 | Time: 1645.8 ms
[2020-12-12 12:04:53 main:581] : INFO : Epoch 969 | loss: 0.000161699 | val_loss: 0.000180001 | Time: 1639.14 ms
[2020-12-12 12:04:55 main:581] : INFO : Epoch 970 | loss: 0.000155885 | val_loss: 0.000150868 | Time: 1638.85 ms
[2020-12-12 12:04:56 main:581] : INFO : Epoch 971 | loss: 0.000135576 | val_loss: 0.0001435 | Time: 1643.27 ms
[2020-12-12 12:04:58 main:581] : INFO : Epoch 972 | loss: 0.000131301 | val_loss: 0.000142351 | Time: 1638.76 ms
[2020-12-12 12:05:00 main:581] : INFO : Epoch 973 | loss: 0.000130702 | val_loss: 0.000142847 | Time: 1642.45 ms
[2020-12-12 12:05:01 main:581] : INFO : Epoch 974 | loss: 0.000133346 | val_loss: 0.000156185 | Time: 1640.26 ms
[2020-12-12 12:05:03 main:581] : INFO : Epoch 975 | loss: 0.000160358 | val_loss: 0.000152326 | Time: 1648.8 ms
[2020-12-12 12:05:05 main:581] : INFO : Epoch 976 | loss: 0.000137624 | val_loss: 0.000145732 | Time: 1647.9 ms
[2020-12-12 12:05:06 main:581] : INFO : Epoch 977 | loss: 0.000135656 | val_loss: 0.000148015 | Time: 1641.92 ms
[2020-12-12 12:05:08 main:581] : INFO : Epoch 978 | loss: 0.000135532 | val_loss: 0.000145 | Time: 1638.87 ms
[2020-12-12 12:05:10 main:581] : INFO : Epoch 979 | loss: 0.000137063 | val_loss: 0.000159596 | Time: 1641.82 ms
[2020-12-12 12:05:11 main:581] : INFO : Epoch 980 | loss: 0.000144677 | val_loss: 0.000147803 | Time: 1641.67 ms
[2020-12-12 12:05:13 main:581] : INFO : Epoch 981 | loss: 0.000148615 | val_loss: 0.000208021 | Time: 1650.28 ms
[2020-12-12 12:05:14 main:581] : INFO : Epoch 982 | loss: 0.000168867 | val_loss: 0.000154941 | Time: 1654.84 ms
[2020-12-12 12:05:16 main:581] : INFO : Epoch 983 | loss: 0.000139545 | val_loss: 0.000144336 | Time: 1611.24 ms
[2020-12-12 12:05:18 main:581] : INFO : Epoch 984 | loss: 0.000133615 | val_loss: 0.000144767 | Time: 1614.04 ms
[2020-12-12 12:05:19 main:581] : INFO : Epoch 985 | loss: 0.00013191 | val_loss: 0.00014315 | Time: 1607.02 ms
[2020-12-12 12:05:21 main:581] : INFO : Epoch 986 | loss: 0.000137694 | val_loss: 0.000176611 | Time: 1613.58 ms
[2020-12-12 12:05:23 main:581] : INFO : Epoch 987 | loss: 0.000188836 | val_loss: 0.000165028 | Time: 1609.17 ms
[2020-12-12 12:05:24 main:581] : INFO : Epoch 988 | loss: 0.000150835 | val_loss: 0.000148873 | Time: 1609.25 ms
[2020-12-12 12:05:26 main:581] : INFO : Epoch 989 | loss: 0.000134614 | val_loss: 0.000143808 | Time: 1610.71 ms
[2020-12-12 12:05:27 main:581] : INFO : Epoch 990 | loss: 0.000131454 | val_loss: 0.00014271 | Time: 1615.01 ms
[2020-12-12 12:05:29 main:581] : INFO : Epoch 991 | loss: 0.000132027 | val_loss: 0.00015143 | Time: 1611.09 ms
[2020-12-12 12:05:31 main:581] : INFO : Epoch 992 | loss: 0.000166022 | val_loss: 0.000189438 | Time: 1612.02 ms
[2020-12-12 12:05:32 main:581] : INFO : Epoch 993 | loss: 0.000153797 | val_loss: 0.000152707 | Time: 1602.94 ms
[2020-12-12 12:05:34 main:581] : INFO : Epoch 994 | loss: 0.000136948 | val_loss: 0.000147927 | Time: 1616.04 ms
[2020-12-12 12:05:35 main:581] : INFO : Epoch 995 | loss: 0.000134183 | val_loss: 0.000144106 | Time: 1612.24 ms
[2020-12-12 12:05:37 main:581] : INFO : Epoch 996 | loss: 0.000134022 | val_loss: 0.000153044 | Time: 1606.37 ms
[2020-12-12 12:05:39 main:581] : INFO : Epoch 997 | loss: 0.000157292 | val_loss: 0.000147188 | Time: 1610.34 ms
[2020-12-12 12:05:40 main:581] : INFO : Epoch 998 | loss: 0.000135003 | val_loss: 0.000143987 | Time: 1604.11 ms
[2020-12-12 12:05:42 main:581] : INFO : Epoch 999 | loss: 0.00013216 | val_loss: 0.000143426 | Time: 1607.5 ms
[2020-12-12 12:05:43 main:581] : INFO : Epoch 1000 | loss: 0.000141671 | val_loss: 0.000190281 | Time: 1606.72 ms
[2020-12-12 12:05:45 main:581] : INFO : Epoch 1001 | loss: 0.000180395 | val_loss: 0.000156935 | Time: 1614.43 ms
[2020-12-12 12:05:47 main:581] : INFO : Epoch 1002 | loss: 0.000142838 | val_loss: 0.000148798 | Time: 1609.55 ms
[2020-12-12 12:05:48 main:581] : INFO : Epoch 1003 | loss: 0.000136614 | val_loss: 0.000146576 | Time: 1638.21 ms
[2020-12-12 12:05:50 main:581] : INFO : Epoch 1004 | loss: 0.000142526 | val_loss: 0.000169066 | Time: 1645 ms
[2020-12-12 12:05:52 main:581] : INFO : Epoch 1005 | loss: 0.000145798 | val_loss: 0.000153554 | Time: 1638.91 ms
[2020-12-12 12:05:53 main:581] : INFO : Epoch 1006 | loss: 0.000137648 | val_loss: 0.000147803 | Time: 1643.08 ms
[2020-12-12 12:05:55 main:581] : INFO : Epoch 1007 | loss: 0.00014316 | val_loss: 0.000150035 | Time: 1647.44 ms
[2020-12-12 12:05:57 main:581] : INFO : Epoch 1008 | loss: 0.000154381 | val_loss: 0.000181928 | Time: 1641.46 ms
[2020-12-12 12:05:58 main:581] : INFO : Epoch 1009 | loss: 0.000150104 | val_loss: 0.0001498 | Time: 1644.33 ms
[2020-12-12 12:06:00 main:581] : INFO : Epoch 1010 | loss: 0.000136545 | val_loss: 0.000148171 | Time: 1646.96 ms
[2020-12-12 12:06:01 main:581] : INFO : Epoch 1011 | loss: 0.000139762 | val_loss: 0.000151093 | Time: 1641.35 ms
[2020-12-12 12:06:03 main:581] : INFO : Epoch 1012 | loss: 0.000151737 | val_loss: 0.000156067 | Time: 1640.63 ms
[2020-12-12 12:06:05 main:581] : INFO : Epoch 1013 | loss: 0.000166068 | val_loss: 0.000165057 | Time: 1646.94 ms
[2020-12-12 12:06:06 main:581] : INFO : Epoch 1014 | loss: 0.000139895 | val_loss: 0.000144043 | Time: 1630.6 ms
[2020-12-12 12:06:08 main:581] : INFO : Epoch 1015 | loss: 0.000133397 | val_loss: 0.000147202 | Time: 1637.69 ms
[2020-12-12 12:06:10 main:581] : INFO : Epoch 1016 | loss: 0.000137006 | val_loss: 0.000157968 | Time: 1638.84 ms
[2020-12-12 12:06:11 main:581] : INFO : Epoch 1017 | loss: 0.000170664 | val_loss: 0.000160733 | Time: 1638.09 ms
[2020-12-12 12:06:13 main:581] : INFO : Epoch 1018 | loss: 0.000145135 | val_loss: 0.000146581 | Time: 1649.18 ms
[2020-12-12 12:06:15 main:581] : INFO : Epoch 1019 | loss: 0.000134425 | val_loss: 0.00014525 | Time: 1645.85 ms
[2020-12-12 12:06:16 main:581] : INFO : Epoch 1020 | loss: 0.000136279 | val_loss: 0.000163403 | Time: 1641.54 ms
[2020-12-12 12:06:18 main:581] : INFO : Epoch 1021 | loss: 0.000161203 | val_loss: 0.000182132 | Time: 1637.58 ms
[2020-12-12 12:06:20 main:581] : INFO : Epoch 1022 | loss: 0.000149264 | val_loss: 0.000151713 | Time: 1647.02 ms
[2020-12-12 12:06:21 main:581] : INFO : Epoch 1023 | loss: 0.000139294 | val_loss: 0.000149977 | Time: 1641.15 ms
[2020-12-12 12:06:23 main:581] : INFO : Epoch 1024 | loss: 0.000139618 | val_loss: 0.000159719 | Time: 1638.18 ms
[2020-12-12 12:06:23 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.000159719
[2020-12-12 12:06:23 main:610] : INFO : Saving end state to config to file
[2020-12-12 12:06:23 main:615] : INFO : Success, exiting..
12:06:23 (2726019): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)