Task 3180050
| Name | EightBitModified-1605455800-7521-3_0 |
| Workunit | 1474953 |
| Created | 5 Dec 2020, 4:10:20 UTC |
| Sent | 6 Dec 2020, 5:07:19 UTC |
| Report deadline | 13 Dec 2020, 5:07:19 UTC |
| Received | 6 Dec 2020, 6:51:12 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 12399 |
| Run time | 51 min 38 sec |
| CPU time | 51 min 36 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 1,642.29 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.70 GB |
| Peak swap size | 32.64 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.14.2</core_client_version>
<![CDATA[
<stderr_txt>
main:581] : INFO : Epoch 526 | loss: 0.00016462 | val_loss: 0.000158137 | Time: 3021.93 ms
[2020-12-06 06:34:04 main:581] : INFO : Epoch 527 | loss: 0.000127491 | val_loss: 0.000133002 | Time: 3021.95 ms
[2020-12-06 06:34:07 main:581] : INFO : Epoch 528 | loss: 0.000111967 | val_loss: 0.000124541 | Time: 3021.71 ms
[2020-12-06 06:34:10 main:581] : INFO : Epoch 529 | loss: 0.000109178 | val_loss: 0.000123484 | Time: 3021.75 ms
[2020-12-06 06:34:14 main:581] : INFO : Epoch 530 | loss: 0.000110261 | val_loss: 0.000131751 | Time: 3022.43 ms
[2020-12-06 06:34:17 main:581] : INFO : Epoch 531 | loss: 0.000164075 | val_loss: 0.000156923 | Time: 3022.81 ms
[2020-12-06 06:34:20 main:581] : INFO : Epoch 532 | loss: 0.000125975 | val_loss: 0.000131149 | Time: 3020.16 ms
[2020-12-06 06:34:23 main:581] : INFO : Epoch 533 | loss: 0.00011222 | val_loss: 0.000123477 | Time: 3022.81 ms
[2020-12-06 06:34:26 main:581] : INFO : Epoch 534 | loss: 0.000126334 | val_loss: 0.000188592 | Time: 3023.01 ms
[2020-12-06 06:34:29 main:581] : INFO : Epoch 535 | loss: 0.000131605 | val_loss: 0.000134131 | Time: 3021.7 ms
[2020-12-06 06:34:32 main:581] : INFO : Epoch 536 | loss: 0.000123098 | val_loss: 0.00014039 | Time: 3020.53 ms
[2020-12-06 06:34:35 main:581] : INFO : Epoch 537 | loss: 0.000116001 | val_loss: 0.000152993 | Time: 3020.86 ms
[2020-12-06 06:34:38 main:581] : INFO : Epoch 538 | loss: 0.000155832 | val_loss: 0.000183697 | Time: 3021.77 ms
[2020-12-06 06:34:41 main:581] : INFO : Epoch 539 | loss: 0.000130134 | val_loss: 0.000138089 | Time: 3021.67 ms
[2020-12-06 06:34:44 main:581] : INFO : Epoch 540 | loss: 0.000115104 | val_loss: 0.000131801 | Time: 3021.68 ms
[2020-12-06 06:34:47 main:581] : INFO : Epoch 541 | loss: 0.000116139 | val_loss: 0.000137829 | Time: 3022.53 ms
[2020-12-06 06:34:50 main:581] : INFO : Epoch 542 | loss: 0.00013274 | val_loss: 0.000138691 | Time: 3022.12 ms
[2020-12-06 06:34:53 main:581] : INFO : Epoch 543 | loss: 0.000121293 | val_loss: 0.000128989 | Time: 3020.68 ms
[2020-12-06 06:34:56 main:581] : INFO : Epoch 544 | loss: 0.000150057 | val_loss: 0.000144969 | Time: 3021.88 ms
[2020-12-06 06:34:59 main:581] : INFO : Epoch 545 | loss: 0.00012381 | val_loss: 0.000127561 | Time: 3022.3 ms
[2020-12-06 06:35:02 main:581] : INFO : Epoch 546 | loss: 0.000111499 | val_loss: 0.000124446 | Time: 3021.76 ms
[2020-12-06 06:35:05 main:581] : INFO : Epoch 547 | loss: 0.000149628 | val_loss: 0.000265957 | Time: 3021.37 ms
[2020-12-06 06:35:08 main:581] : INFO : Epoch 548 | loss: 0.000141965 | val_loss: 0.000134491 | Time: 3022.69 ms
[2020-12-06 06:35:11 main:581] : INFO : Epoch 549 | loss: 0.000112517 | val_loss: 0.000124607 | Time: 3021.24 ms
[2020-12-06 06:35:14 main:581] : INFO : Epoch 550 | loss: 0.000130962 | val_loss: 0.000203752 | Time: 3021.75 ms
[2020-12-06 06:35:17 main:581] : INFO : Epoch 551 | loss: 0.000136796 | val_loss: 0.000141194 | Time: 3021.87 ms
[2020-12-06 06:35:20 main:581] : INFO : Epoch 552 | loss: 0.000133245 | val_loss: 0.000180053 | Time: 3022.12 ms
[2020-12-06 06:35:23 main:581] : INFO : Epoch 553 | loss: 0.00012643 | val_loss: 0.000134045 | Time: 3021.94 ms
[2020-12-06 06:35:26 main:581] : INFO : Epoch 554 | loss: 0.000110956 | val_loss: 0.000124337 | Time: 3022.08 ms
[2020-12-06 06:35:29 main:581] : INFO : Epoch 555 | loss: 0.000110038 | val_loss: 0.000124434 | Time: 3021.68 ms
[2020-12-06 06:35:32 main:581] : INFO : Epoch 556 | loss: 0.000147262 | val_loss: 0.000229702 | Time: 3020.74 ms
[2020-12-06 06:35:35 main:581] : INFO : Epoch 557 | loss: 0.000138022 | val_loss: 0.000129102 | Time: 3021.91 ms
[2020-12-06 06:35:38 main:581] : INFO : Epoch 558 | loss: 0.000111617 | val_loss: 0.000122246 | Time: 3021.12 ms
[2020-12-06 06:35:41 main:581] : INFO : Epoch 559 | loss: 0.000107231 | val_loss: 0.000133942 | Time: 3021.93 ms
[2020-12-06 06:35:44 main:581] : INFO : Epoch 560 | loss: 0.000160341 | val_loss: 0.000151786 | Time: 3021.22 ms
[2020-12-06 06:35:47 main:581] : INFO : Epoch 561 | loss: 0.000120411 | val_loss: 0.000129783 | Time: 3021.44 ms
[2020-12-06 06:35:50 main:581] : INFO : Epoch 562 | loss: 0.000112044 | val_loss: 0.000139444 | Time: 3022.62 ms
[2020-12-06 06:35:53 main:581] : INFO : Epoch 563 | loss: 0.000144323 | val_loss: 0.000179033 | Time: 3022.86 ms
[2020-12-06 06:35:56 main:581] : INFO : Epoch 564 | loss: 0.000125499 | val_loss: 0.000127402 | Time: 3022.45 ms
[2020-12-06 06:35:59 main:581] : INFO : Epoch 565 | loss: 0.000108917 | val_loss: 0.000120862 | Time: 3020.46 ms
[2020-12-06 06:36:02 main:581] : INFO : Epoch 566 | loss: 0.000105757 | val_loss: 0.000124695 | Time: 3021.25 ms
[2020-12-06 06:36:05 main:581] : INFO : Epoch 567 | loss: 0.000153194 | val_loss: 0.000240019 | Time: 3021.93 ms
[2020-12-06 06:36:08 main:581] : INFO : Epoch 568 | loss: 0.000187496 | val_loss: 0.000144072 | Time: 3021.14 ms
[2020-12-06 06:36:11 main:581] : INFO : Epoch 569 | loss: 0.000119081 | val_loss: 0.000125005 | Time: 3021.83 ms
[2020-12-06 06:36:14 main:581] : INFO : Epoch 570 | loss: 0.000109112 | val_loss: 0.000130038 | Time: 3022.11 ms
[2020-12-06 06:36:17 main:581] : INFO : Epoch 571 | loss: 0.000146964 | val_loss: 0.000146869 | Time: 3021.36 ms
[2020-12-06 06:36:20 main:581] : INFO : Epoch 572 | loss: 0.000115529 | val_loss: 0.000122139 | Time: 3021.89 ms
[2020-12-06 06:36:23 main:581] : INFO : Epoch 573 | loss: 0.000106336 | val_loss: 0.000121748 | Time: 3022.31 ms
[2020-12-06 06:36:26 main:581] : INFO : Epoch 574 | loss: 0.00012831 | val_loss: 0.000149225 | Time: 3020.95 ms
[2020-12-06 06:36:29 main:581] : INFO : Epoch 575 | loss: 0.000118533 | val_loss: 0.000123593 | Time: 3020.8 ms
[2020-12-06 06:36:33 main:581] : INFO : Epoch 576 | loss: 0.000112244 | val_loss: 0.000158117 | Time: 3023.08 ms
[2020-12-06 06:36:36 main:581] : INFO : Epoch 577 | loss: 0.00014357 | val_loss: 0.000126402 | Time: 3021.72 ms
[2020-12-06 06:36:39 main:581] : INFO : Epoch 578 | loss: 0.000109789 | val_loss: 0.000121823 | Time: 3022.23 ms
[2020-12-06 06:36:42 main:581] : INFO : Epoch 579 | loss: 0.000105506 | val_loss: 0.000119949 | Time: 3019.74 ms
[2020-12-06 06:36:45 main:581] : INFO : Epoch 580 | loss: 0.000116343 | val_loss: 0.000172191 | Time: 3020.47 ms
[2020-12-06 06:36:48 main:581] : INFO : Epoch 581 | loss: 0.000220655 | val_loss: 0.00018725 | Time: 3020.26 ms
[2020-12-06 06:36:51 main:581] : INFO : Epoch 582 | loss: 0.000133865 | val_loss: 0.000134006 | Time: 3020.95 ms
[2020-12-06 06:36:54 main:581] : INFO : Epoch 583 | loss: 0.00010979 | val_loss: 0.000120611 | Time: 3020.96 ms
[2020-12-06 06:36:57 main:581] : INFO : Epoch 584 | loss: 0.000105242 | val_loss: 0.000121444 | Time: 3022.92 ms
[2020-12-06 06:37:00 main:581] : INFO : Epoch 585 | loss: 0.000109909 | val_loss: 0.000138549 | Time: 3021.88 ms
[2020-12-06 06:37:03 main:581] : INFO : Epoch 586 | loss: 0.000119857 | val_loss: 0.000123713 | Time: 3021.54 ms
[2020-12-06 06:37:06 main:581] : INFO : Epoch 587 | loss: 0.000108553 | val_loss: 0.000124241 | Time: 3021.13 ms
[2020-12-06 06:37:09 main:581] : INFO : Epoch 588 | loss: 0.000163462 | val_loss: 0.000172991 | Time: 3022.11 ms
[2020-12-06 06:37:12 main:581] : INFO : Epoch 589 | loss: 0.000130515 | val_loss: 0.000146468 | Time: 3021.9 ms
[2020-12-06 06:37:15 main:581] : INFO : Epoch 590 | loss: 0.000116629 | val_loss: 0.000125288 | Time: 3022.5 ms
[2020-12-06 06:37:18 main:581] : INFO : Epoch 591 | loss: 0.000107507 | val_loss: 0.000128247 | Time: 3021.62 ms
[2020-12-06 06:37:21 main:581] : INFO : Epoch 592 | loss: 0.000133269 | val_loss: 0.000142477 | Time: 3020.08 ms
[2020-12-06 06:37:24 main:581] : INFO : Epoch 593 | loss: 0.000116752 | val_loss: 0.000134193 | Time: 3020.25 ms
[2020-12-06 06:37:27 main:581] : INFO : Epoch 594 | loss: 0.000114329 | val_loss: 0.000119857 | Time: 3021.23 ms
[2020-12-06 06:37:30 main:581] : INFO : Epoch 595 | loss: 0.000105366 | val_loss: 0.000128287 | Time: 3020.43 ms
[2020-12-06 06:37:33 main:581] : INFO : Epoch 596 | loss: 0.000170636 | val_loss: 0.0001782 | Time: 3022 ms
[2020-12-06 06:37:36 main:581] : INFO : Epoch 597 | loss: 0.000140819 | val_loss: 0.000135574 | Time: 3022.46 ms
[2020-12-06 06:37:39 main:581] : INFO : Epoch 598 | loss: 0.000113858 | val_loss: 0.000121702 | Time: 3020.76 ms
[2020-12-06 06:37:42 main:581] : INFO : Epoch 599 | loss: 0.000105061 | val_loss: 0.000119912 | Time: 3021.34 ms
[2020-12-06 06:37:45 main:581] : INFO : Epoch 600 | loss: 0.000107838 | val_loss: 0.000131673 | Time: 3020.85 ms
[2020-12-06 06:37:48 main:581] : INFO : Epoch 601 | loss: 0.000166173 | val_loss: 0.000149319 | Time: 3022.12 ms
[2020-12-06 06:37:51 main:581] : INFO : Epoch 602 | loss: 0.000130065 | val_loss: 0.000131635 | Time: 3023.06 ms
[2020-12-06 06:37:54 main:581] : INFO : Epoch 603 | loss: 0.000110014 | val_loss: 0.000124716 | Time: 3021.78 ms
[2020-12-06 06:37:57 main:581] : INFO : Epoch 604 | loss: 0.000126489 | val_loss: 0.000140832 | Time: 3020.39 ms
[2020-12-06 06:38:00 main:581] : INFO : Epoch 605 | loss: 0.000113315 | val_loss: 0.000126168 | Time: 3021.29 ms
[2020-12-06 06:38:03 main:581] : INFO : Epoch 606 | loss: 0.000108486 | val_loss: 0.00012605 | Time: 3021.78 ms
[2020-12-06 06:38:06 main:581] : INFO : Epoch 607 | loss: 0.000165925 | val_loss: 0.000187137 | Time: 3020.37 ms
[2020-12-06 06:38:09 main:581] : INFO : Epoch 608 | loss: 0.000137172 | val_loss: 0.000129822 | Time: 3021.26 ms
[2020-12-06 06:38:12 main:581] : INFO : Epoch 609 | loss: 0.000110248 | val_loss: 0.000123028 | Time: 3022.26 ms
[2020-12-06 06:38:15 main:581] : INFO : Epoch 610 | loss: 0.000115569 | val_loss: 0.000147513 | Time: 3021.74 ms
[2020-12-06 06:38:18 main:581] : INFO : Epoch 611 | loss: 0.000147567 | val_loss: 0.00013197 | Time: 3021.33 ms
[2020-12-06 06:38:21 main:581] : INFO : Epoch 612 | loss: 0.000112361 | val_loss: 0.000122562 | Time: 3022.06 ms
[2020-12-06 06:38:24 main:581] : INFO : Epoch 613 | loss: 0.000104124 | val_loss: 0.00012045 | Time: 3020.89 ms
[2020-12-06 06:38:27 main:581] : INFO : Epoch 614 | loss: 0.00010623 | val_loss: 0.000137406 | Time: 3021.16 ms
[2020-12-06 06:38:30 main:581] : INFO : Epoch 615 | loss: 0.00014264 | val_loss: 0.000134535 | Time: 3022.1 ms
[2020-12-06 06:38:33 main:581] : INFO : Epoch 616 | loss: 0.000110798 | val_loss: 0.000127396 | Time: 3021.16 ms
[2020-12-06 06:38:36 main:581] : INFO : Epoch 617 | loss: 0.000144557 | val_loss: 0.000182162 | Time: 3022.22 ms
[2020-12-06 06:38:39 main:581] : INFO : Epoch 618 | loss: 0.000127344 | val_loss: 0.000128793 | Time: 3021.21 ms
[2020-12-06 06:38:42 main:581] : INFO : Epoch 619 | loss: 0.000108331 | val_loss: 0.000120255 | Time: 3022.13 ms
[2020-12-06 06:38:45 main:581] : INFO : Epoch 620 | loss: 0.000109441 | val_loss: 0.000129817 | Time: 3021.53 ms
[2020-12-06 06:38:48 main:581] : INFO : Epoch 621 | loss: 0.000168732 | val_loss: 0.000153316 | Time: 3020.52 ms
[2020-12-06 06:38:52 main:581] : INFO : Epoch 622 | loss: 0.000136352 | val_loss: 0.000132248 | Time: 3022.7 ms
[2020-12-06 06:38:55 main:581] : INFO : Epoch 623 | loss: 0.000109712 | val_loss: 0.0001221 | Time: 3022.7 ms
[2020-12-06 06:38:58 main:581] : INFO : Epoch 624 | loss: 0.000105535 | val_loss: 0.000123512 | Time: 3021.4 ms
[2020-12-06 06:39:01 main:581] : INFO : Epoch 625 | loss: 0.000126028 | val_loss: 0.000146955 | Time: 3021.66 ms
[2020-12-06 06:39:04 main:581] : INFO : Epoch 626 | loss: 0.000119804 | val_loss: 0.00013642 | Time: 3022.75 ms
[2020-12-06 06:39:07 main:581] : INFO : Epoch 627 | loss: 0.000152374 | val_loss: 0.000137709 | Time: 3022.37 ms
[2020-12-06 06:39:10 main:581] : INFO : Epoch 628 | loss: 0.000111311 | val_loss: 0.000124337 | Time: 3021.51 ms
[2020-12-06 06:39:13 main:581] : INFO : Epoch 629 | loss: 0.000108312 | val_loss: 0.000133191 | Time: 3022.03 ms
[2020-12-06 06:39:16 main:581] : INFO : Epoch 630 | loss: 0.000133806 | val_loss: 0.000174816 | Time: 3021.29 ms
[2020-12-06 06:39:19 main:581] : INFO : Epoch 631 | loss: 0.000125981 | val_loss: 0.000134865 | Time: 3021.21 ms
[2020-12-06 06:39:22 main:581] : INFO : Epoch 632 | loss: 0.000112839 | val_loss: 0.000124266 | Time: 3022.5 ms
[2020-12-06 06:39:25 main:581] : INFO : Epoch 633 | loss: 0.000108778 | val_loss: 0.000138288 | Time: 3021.9 ms
[2020-12-06 06:39:28 main:581] : INFO : Epoch 634 | loss: 0.000174333 | val_loss: 0.000176782 | Time: 3021.68 ms
[2020-12-06 06:39:31 main:581] : INFO : Epoch 635 | loss: 0.00012411 | val_loss: 0.000126348 | Time: 3021.14 ms
[2020-12-06 06:39:34 main:581] : INFO : Epoch 636 | loss: 0.000109271 | val_loss: 0.000131438 | Time: 3022.14 ms
[2020-12-06 06:39:37 main:581] : INFO : Epoch 637 | loss: 0.000129585 | val_loss: 0.000174388 | Time: 3022.02 ms
[2020-12-06 06:39:40 main:581] : INFO : Epoch 638 | loss: 0.000123572 | val_loss: 0.000125974 | Time: 3021.25 ms
[2020-12-06 06:39:43 main:581] : INFO : Epoch 639 | loss: 0.000106692 | val_loss: 0.00012218 | Time: 3021.5 ms
[2020-12-06 06:39:46 main:581] : INFO : Epoch 640 | loss: 0.000112359 | val_loss: 0.000142547 | Time: 3022.17 ms
[2020-12-06 06:39:49 main:581] : INFO : Epoch 641 | loss: 0.000155082 | val_loss: 0.000151856 | Time: 3022.11 ms
[2020-12-06 06:39:52 main:581] : INFO : Epoch 642 | loss: 0.000121934 | val_loss: 0.000127046 | Time: 3021.16 ms
[2020-12-06 06:39:55 main:581] : INFO : Epoch 643 | loss: 0.000105884 | val_loss: 0.000126071 | Time: 3023.5 ms
[2020-12-06 06:39:58 main:581] : INFO : Epoch 644 | loss: 0.000116534 | val_loss: 0.000135277 | Time: 3021.47 ms
[2020-12-06 06:40:01 main:581] : INFO : Epoch 645 | loss: 0.000120988 | val_loss: 0.000129069 | Time: 3021.51 ms
[2020-12-06 06:40:04 main:581] : INFO : Epoch 646 | loss: 0.000128183 | val_loss: 0.000132724 | Time: 3021.21 ms
[2020-12-06 06:40:07 main:581] : INFO : Epoch 647 | loss: 0.000126095 | val_loss: 0.000136363 | Time: 3022.39 ms
[2020-12-06 06:40:10 main:581] : INFO : Epoch 648 | loss: 0.000120646 | val_loss: 0.000197281 | Time: 3022.47 ms
[2020-12-06 06:40:13 main:581] : INFO : Epoch 649 | loss: 0.000178156 | val_loss: 0.000139309 | Time: 3020.26 ms
[2020-12-06 06:40:16 main:581] : INFO : Epoch 650 | loss: 0.000118863 | val_loss: 0.000126097 | Time: 3022.76 ms
[2020-12-06 06:40:19 main:581] : INFO : Epoch 651 | loss: 0.000106484 | val_loss: 0.000124713 | Time: 3020.95 ms
[2020-12-06 06:40:22 main:581] : INFO : Epoch 652 | loss: 0.000150732 | val_loss: 0.000151143 | Time: 3021.47 ms
[2020-12-06 06:40:25 main:581] : INFO : Epoch 653 | loss: 0.000122501 | val_loss: 0.000137617 | Time: 3021.31 ms
[2020-12-06 06:40:28 main:581] : INFO : Epoch 654 | loss: 0.000111597 | val_loss: 0.000121329 | Time: 3020.81 ms
[2020-12-06 06:40:31 main:581] : INFO : Epoch 655 | loss: 0.000118575 | val_loss: 0.000152499 | Time: 3021.57 ms
[2020-12-06 06:40:34 main:581] : INFO : Epoch 656 | loss: 0.000118534 | val_loss: 0.000123457 | Time: 3021.14 ms
[2020-12-06 06:40:37 main:581] : INFO : Epoch 657 | loss: 0.000104941 | val_loss: 0.000120196 | Time: 3022.55 ms
[2020-12-06 06:40:40 main:581] : INFO : Epoch 658 | loss: 0.000129418 | val_loss: 0.000270044 | Time: 3022.2 ms
[2020-12-06 06:40:43 main:581] : INFO : Epoch 659 | loss: 0.000180852 | val_loss: 0.000142638 | Time: 3020.66 ms
[2020-12-06 06:40:46 main:581] : INFO : Epoch 660 | loss: 0.000115458 | val_loss: 0.000123099 | Time: 3020.8 ms
[2020-12-06 06:40:49 main:581] : INFO : Epoch 661 | loss: 0.000105525 | val_loss: 0.000127357 | Time: 3022.3 ms
[2020-12-06 06:40:52 main:581] : INFO : Epoch 662 | loss: 0.000126986 | val_loss: 0.000222259 | Time: 3022.28 ms
[2020-12-06 06:40:55 main:581] : INFO : Epoch 663 | loss: 0.000140911 | val_loss: 0.00013266 | Time: 3021.4 ms
[2020-12-06 06:40:58 main:581] : INFO : Epoch 664 | loss: 0.000108997 | val_loss: 0.000122724 | Time: 3021.75 ms
[2020-12-06 06:41:01 main:581] : INFO : Epoch 665 | loss: 0.000107194 | val_loss: 0.000118842 | Time: 3020.25 ms
[2020-12-06 06:41:04 main:581] : INFO : Epoch 666 | loss: 0.000139993 | val_loss: 0.000209266 | Time: 3021.27 ms
[2020-12-06 06:41:08 main:581] : INFO : Epoch 667 | loss: 0.000149853 | val_loss: 0.000139057 | Time: 3021.68 ms
[2020-12-06 06:41:11 main:581] : INFO : Epoch 668 | loss: 0.000111008 | val_loss: 0.000121217 | Time: 3021.49 ms
[2020-12-06 06:41:14 main:581] : INFO : Epoch 669 | loss: 0.000105659 | val_loss: 0.000129918 | Time: 3021.48 ms
[2020-12-06 06:41:17 main:581] : INFO : Epoch 670 | loss: 0.000123696 | val_loss: 0.000146922 | Time: 3021.13 ms
[2020-12-06 06:41:20 main:581] : INFO : Epoch 671 | loss: 0.000151773 | val_loss: 0.000139664 | Time: 3022.1 ms
[2020-12-06 06:41:23 main:581] : INFO : Epoch 672 | loss: 0.000115358 | val_loss: 0.000124744 | Time: 3020.79 ms
[2020-12-06 06:41:26 main:581] : INFO : Epoch 673 | loss: 0.000105746 | val_loss: 0.000120444 | Time: 3023.24 ms
[2020-12-06 06:41:29 main:581] : INFO : Epoch 674 | loss: 0.0001131 | val_loss: 0.000203806 | Time: 3021.59 ms
[2020-12-06 06:41:32 main:581] : INFO : Epoch 675 | loss: 0.000172288 | val_loss: 0.000142108 | Time: 3021.28 ms
[2020-12-06 06:41:35 main:581] : INFO : Epoch 676 | loss: 0.000114134 | val_loss: 0.000125448 | Time: 3021.44 ms
[2020-12-06 06:41:38 main:581] : INFO : Epoch 677 | loss: 0.000118015 | val_loss: 0.000137162 | Time: 3021.54 ms
[2020-12-06 06:41:41 main:581] : INFO : Epoch 678 | loss: 0.000116319 | val_loss: 0.000157201 | Time: 3021.43 ms
[2020-12-06 06:41:44 main:581] : INFO : Epoch 679 | loss: 0.000121168 | val_loss: 0.000123781 | Time: 3021.37 ms
[2020-12-06 06:41:47 main:581] : INFO : Epoch 680 | loss: 0.000108696 | val_loss: 0.000141861 | Time: 3021.47 ms
[2020-12-06 06:41:50 main:581] : INFO : Epoch 681 | loss: 0.000144249 | val_loss: 0.000163398 | Time: 3021.68 ms
[2020-12-06 06:41:53 main:581] : INFO : Epoch 682 | loss: 0.000121878 | val_loss: 0.000122851 | Time: 3022.7 ms
[2020-12-06 06:41:56 main:581] : INFO : Epoch 683 | loss: 0.00011016 | val_loss: 0.000138902 | Time: 3021.66 ms
[2020-12-06 06:41:59 main:581] : INFO : Epoch 684 | loss: 0.000132147 | val_loss: 0.000137754 | Time: 3021.16 ms
[2020-12-06 06:42:02 main:581] : INFO : Epoch 685 | loss: 0.000126312 | val_loss: 0.000146478 | Time: 3022.54 ms
[2020-12-06 06:42:05 main:581] : INFO : Epoch 686 | loss: 0.000110052 | val_loss: 0.000122712 | Time: 3022.42 ms
[2020-12-06 06:42:08 main:581] : INFO : Epoch 687 | loss: 0.00010619 | val_loss: 0.000145091 | Time: 3021.81 ms
[2020-12-06 06:42:11 main:581] : INFO : Epoch 688 | loss: 0.00017061 | val_loss: 0.000151983 | Time: 3021.66 ms
[2020-12-06 06:42:14 main:581] : INFO : Epoch 689 | loss: 0.000132279 | val_loss: 0.000138009 | Time: 3022.16 ms
[2020-12-06 06:42:17 main:581] : INFO : Epoch 690 | loss: 0.000110195 | val_loss: 0.000122339 | Time: 3021.45 ms
[2020-12-06 06:42:20 main:581] : INFO : Epoch 691 | loss: 0.000149668 | val_loss: 0.000148499 | Time: 3022.47 ms
[2020-12-06 06:42:23 main:581] : INFO : Epoch 692 | loss: 0.000133172 | val_loss: 0.000131653 | Time: 3021.07 ms
[2020-12-06 06:42:26 main:581] : INFO : Epoch 693 | loss: 0.00010922 | val_loss: 0.000123461 | Time: 3021.47 ms
[2020-12-06 06:42:29 main:581] : INFO : Epoch 694 | loss: 0.000125335 | val_loss: 0.000173463 | Time: 3021.89 ms
[2020-12-06 06:42:32 main:581] : INFO : Epoch 695 | loss: 0.000133164 | val_loss: 0.00013031 | Time: 3021.7 ms
[2020-12-06 06:42:35 main:581] : INFO : Epoch 696 | loss: 0.000108047 | val_loss: 0.000120835 | Time: 3022.42 ms
[2020-12-06 06:42:38 main:581] : INFO : Epoch 697 | loss: 0.000102565 | val_loss: 0.000118589 | Time: 3020.73 ms
[2020-12-06 06:42:41 main:581] : INFO : Epoch 698 | loss: 0.000158292 | val_loss: 0.000183143 | Time: 3020.52 ms
[2020-12-06 06:42:44 main:581] : INFO : Epoch 699 | loss: 0.000137628 | val_loss: 0.000142435 | Time: 3022.05 ms
[2020-12-06 06:42:47 main:581] : INFO : Epoch 700 | loss: 0.000112526 | val_loss: 0.000122316 | Time: 3021.76 ms
[2020-12-06 06:42:50 main:581] : INFO : Epoch 701 | loss: 0.000103073 | val_loss: 0.000123403 | Time: 3021.74 ms
[2020-12-06 06:42:53 main:581] : INFO : Epoch 702 | loss: 0.000126458 | val_loss: 0.000134371 | Time: 3022.01 ms
[2020-12-06 06:42:56 main:581] : INFO : Epoch 703 | loss: 0.000127074 | val_loss: 0.000125996 | Time: 3021.65 ms
[2020-12-06 06:42:59 main:581] : INFO : Epoch 704 | loss: 0.000109538 | val_loss: 0.000127167 | Time: 3022.09 ms
[2020-12-06 06:43:02 main:581] : INFO : Epoch 705 | loss: 0.000122628 | val_loss: 0.000127093 | Time: 3022.23 ms
[2020-12-06 06:43:05 main:581] : INFO : Epoch 706 | loss: 0.000117724 | val_loss: 0.000161493 | Time: 3022.25 ms
[2020-12-06 06:43:08 main:581] : INFO : Epoch 707 | loss: 0.000136893 | val_loss: 0.000141413 | Time: 3021.22 ms
[2020-12-06 06:43:11 main:581] : INFO : Epoch 708 | loss: 0.000112717 | val_loss: 0.000135231 | Time: 3021.16 ms
[2020-12-06 06:43:14 main:581] : INFO : Epoch 709 | loss: 0.000118726 | val_loss: 0.00015186 | Time: 3022.72 ms
[2020-12-06 06:43:17 main:581] : INFO : Epoch 710 | loss: 0.000127682 | val_loss: 0.000130897 | Time: 3022.2 ms
[2020-12-06 06:43:20 main:581] : INFO : Epoch 711 | loss: 0.000110056 | val_loss: 0.000138691 | Time: 3020.41 ms
[2020-12-06 06:43:24 main:581] : INFO : Epoch 712 | loss: 0.000149137 | val_loss: 0.000153983 | Time: 3021.67 ms
[2020-12-06 06:43:27 main:581] : INFO : Epoch 713 | loss: 0.000134352 | val_loss: 0.000140575 | Time: 3022.54 ms
[2020-12-06 06:43:30 main:581] : INFO : Epoch 714 | loss: 0.000112474 | val_loss: 0.000139876 | Time: 3020.43 ms
[2020-12-06 06:43:33 main:581] : INFO : Epoch 715 | loss: 0.000139279 | val_loss: 0.000202458 | Time: 3021.26 ms
[2020-12-06 06:43:36 main:581] : INFO : Epoch 716 | loss: 0.000127292 | val_loss: 0.000128601 | Time: 3022.83 ms
[2020-12-06 06:43:39 main:581] : INFO : Epoch 717 | loss: 0.000107272 | val_loss: 0.000122395 | Time: 3021.71 ms
[2020-12-06 06:43:42 main:581] : INFO : Epoch 718 | loss: 0.000127829 | val_loss: 0.000139226 | Time: 3022.03 ms
[2020-12-06 06:43:45 main:581] : INFO : Epoch 719 | loss: 0.000114216 | val_loss: 0.000121785 | Time: 3022.65 ms
[2020-12-06 06:43:48 main:581] : INFO : Epoch 720 | loss: 0.000117252 | val_loss: 0.000202665 | Time: 3022.81 ms
[2020-12-06 06:43:51 main:581] : INFO : Epoch 721 | loss: 0.00017742 | val_loss: 0.000147085 | Time: 3021.75 ms
[2020-12-06 06:43:54 main:581] : INFO : Epoch 722 | loss: 0.000116676 | val_loss: 0.000125703 | Time: 3022.29 ms
[2020-12-06 06:43:57 main:581] : INFO : Epoch 723 | loss: 0.000109841 | val_loss: 0.00016642 | Time: 3022.43 ms
[2020-12-06 06:44:00 main:581] : INFO : Epoch 724 | loss: 0.000147199 | val_loss: 0.000130858 | Time: 3021.93 ms
[2020-12-06 06:44:03 main:581] : INFO : Epoch 725 | loss: 0.000108489 | val_loss: 0.000121996 | Time: 3023.04 ms
[2020-12-06 06:44:06 main:581] : INFO : Epoch 726 | loss: 0.000103328 | val_loss: 0.000125204 | Time: 3020.66 ms
[2020-12-06 06:44:09 main:581] : INFO : Epoch 727 | loss: 0.000111524 | val_loss: 0.000138641 | Time: 3022.61 ms
[2020-12-06 06:44:12 main:581] : INFO : Epoch 728 | loss: 0.000113646 | val_loss: 0.000145467 | Time: 3022.7 ms
[2020-12-06 06:44:15 main:581] : INFO : Epoch 729 | loss: 0.000144214 | val_loss: 0.000153711 | Time: 3021.12 ms
[2020-12-06 06:44:18 main:581] : INFO : Epoch 730 | loss: 0.00012124 | val_loss: 0.000138882 | Time: 3022.01 ms
[2020-12-06 06:44:21 main:581] : INFO : Epoch 731 | loss: 0.000106667 | val_loss: 0.000119921 | Time: 3022.45 ms
[2020-12-06 06:44:24 main:581] : INFO : Epoch 732 | loss: 0.000114938 | val_loss: 0.000194336 | Time: 3022.32 ms
[2020-12-06 06:44:27 main:581] : INFO : Epoch 733 | loss: 0.000160926 | val_loss: 0.000139902 | Time: 3020.38 ms
[2020-12-06 06:44:30 main:581] : INFO : Epoch 734 | loss: 0.000116741 | val_loss: 0.000131947 | Time: 3022.91 ms
[2020-12-06 06:44:33 main:581] : INFO : Epoch 735 | loss: 0.000105935 | val_loss: 0.000122022 | Time: 3021.85 ms
[2020-12-06 06:44:36 main:581] : INFO : Epoch 736 | loss: 0.000146757 | val_loss: 0.000315143 | Time: 3021.01 ms
[2020-12-06 06:44:39 main:581] : INFO : Epoch 737 | loss: 0.000163106 | val_loss: 0.000148088 | Time: 3022.08 ms
[2020-12-06 06:44:42 main:581] : INFO : Epoch 738 | loss: 0.000114736 | val_loss: 0.000126225 | Time: 3021.26 ms
[2020-12-06 06:44:45 main:581] : INFO : Epoch 739 | loss: 0.000122048 | val_loss: 0.000194597 | Time: 3022.46 ms
[2020-12-06 06:44:48 main:581] : INFO : Epoch 740 | loss: 0.00012136 | val_loss: 0.000123401 | Time: 3021.51 ms
[2020-12-06 06:44:51 main:581] : INFO : Epoch 741 | loss: 0.000104653 | val_loss: 0.000132814 | Time: 3023.04 ms
[2020-12-06 06:44:54 main:581] : INFO : Epoch 742 | loss: 0.000133982 | val_loss: 0.000153484 | Time: 3021.2 ms
[2020-12-06 06:44:57 main:581] : INFO : Epoch 743 | loss: 0.000113735 | val_loss: 0.000126073 | Time: 3023.11 ms
[2020-12-06 06:45:00 main:581] : INFO : Epoch 744 | loss: 0.000106008 | val_loss: 0.000124406 | Time: 3020.86 ms
[2020-12-06 06:45:03 main:581] : INFO : Epoch 745 | loss: 0.000104179 | val_loss: 0.000129646 | Time: 3022.47 ms
[2020-12-06 06:45:06 main:581] : INFO : Epoch 746 | loss: 0.000177252 | val_loss: 0.000213669 | Time: 3021.62 ms
[2020-12-06 06:45:09 main:581] : INFO : Epoch 747 | loss: 0.000157885 | val_loss: 0.000145919 | Time: 3020.33 ms
[2020-12-06 06:45:12 main:581] : INFO : Epoch 748 | loss: 0.000112473 | val_loss: 0.000122718 | Time: 3022.6 ms
[2020-12-06 06:45:15 main:581] : INFO : Epoch 749 | loss: 0.000101638 | val_loss: 0.000121428 | Time: 3021.14 ms
[2020-12-06 06:45:18 main:581] : INFO : Epoch 750 | loss: 0.000134188 | val_loss: 0.000137085 | Time: 3021.97 ms
[2020-12-06 06:45:21 main:581] : INFO : Epoch 751 | loss: 0.000114067 | val_loss: 0.000131971 | Time: 3021.73 ms
[2020-12-06 06:45:24 main:581] : INFO : Epoch 752 | loss: 0.000114743 | val_loss: 0.000140812 | Time: 3021.7 ms
[2020-12-06 06:45:27 main:581] : INFO : Epoch 753 | loss: 0.000119718 | val_loss: 0.000158647 | Time: 3022 ms
[2020-12-06 06:45:30 main:581] : INFO : Epoch 754 | loss: 0.000128804 | val_loss: 0.000144127 | Time: 3021.13 ms
[2020-12-06 06:45:33 main:581] : INFO : Epoch 755 | loss: 0.000113417 | val_loss: 0.000125566 | Time: 3020.75 ms
[2020-12-06 06:45:36 main:581] : INFO : Epoch 756 | loss: 0.000106029 | val_loss: 0.000123224 | Time: 3021.33 ms
[2020-12-06 06:45:39 main:581] : INFO : Epoch 757 | loss: 0.000117618 | val_loss: 0.000149 | Time: 3022.39 ms
[2020-12-06 06:45:43 main:581] : INFO : Epoch 758 | loss: 0.000144795 | val_loss: 0.000166655 | Time: 3022.2 ms
[2020-12-06 06:45:46 main:581] : INFO : Epoch 759 | loss: 0.000134003 | val_loss: 0.000143305 | Time: 3022.04 ms
[2020-12-06 06:45:49 main:581] : INFO : Epoch 760 | loss: 0.000108528 | val_loss: 0.000126256 | Time: 3020.4 ms
[2020-12-06 06:45:52 main:581] : INFO : Epoch 761 | loss: 0.000104015 | val_loss: 0.00012846 | Time: 3021.89 ms
[2020-12-06 06:45:55 main:581] : INFO : Epoch 762 | loss: 0.000147586 | val_loss: 0.000175959 | Time: 3021.5 ms
[2020-12-06 06:45:58 main:581] : INFO : Epoch 763 | loss: 0.000136509 | val_loss: 0.000131964 | Time: 3022.03 ms
[2020-12-06 06:46:01 main:581] : INFO : Epoch 764 | loss: 0.000107978 | val_loss: 0.000126059 | Time: 3022.42 ms
[2020-12-06 06:46:04 main:581] : INFO : Epoch 765 | loss: 0.00010397 | val_loss: 0.000126531 | Time: 3020.86 ms
[2020-12-06 06:46:07 main:581] : INFO : Epoch 766 | loss: 0.000158264 | val_loss: 0.000239418 | Time: 3020.81 ms
[2020-12-06 06:46:10 main:581] : INFO : Epoch 767 | loss: 0.000156302 | val_loss: 0.000142255 | Time: 3020.75 ms
[2020-12-06 06:46:13 main:581] : INFO : Epoch 768 | loss: 0.000111678 | val_loss: 0.000125449 | Time: 3021.46 ms
[2020-12-06 06:46:16 main:581] : INFO : Epoch 769 | loss: 0.000105779 | val_loss: 0.000162178 | Time: 3020.95 ms
[2020-12-06 06:46:19 main:581] : INFO : Epoch 770 | loss: 0.000180883 | val_loss: 0.000159544 | Time: 3021.3 ms
[2020-12-06 06:46:22 main:581] : INFO : Epoch 771 | loss: 0.000114339 | val_loss: 0.000126895 | Time: 3020.81 ms
[2020-12-06 06:46:25 main:581] : INFO : Epoch 772 | loss: 0.000101624 | val_loss: 0.000113307 | Time: 3020.82 ms
[2020-12-06 06:46:28 main:581] : INFO : Epoch 773 | loss: 9.88642e-05 | val_loss: 0.000113686 | Time: 3022.38 ms
[2020-12-06 06:46:31 main:581] : INFO : Epoch 774 | loss: 0.000129048 | val_loss: 0.000147893 | Time: 3020.35 ms
[2020-12-06 06:46:34 main:581] : INFO : Epoch 775 | loss: 0.000144691 | val_loss: 0.000127846 | Time: 3021.85 ms
[2020-12-06 06:46:37 main:581] : INFO : Epoch 776 | loss: 0.000111277 | val_loss: 0.000118975 | Time: 3021.95 ms
[2020-12-06 06:46:40 main:581] : INFO : Epoch 777 | loss: 0.000102665 | val_loss: 0.00012073 | Time: 3021.3 ms
[2020-12-06 06:46:43 main:581] : INFO : Epoch 778 | loss: 0.000134924 | val_loss: 0.000130948 | Time: 3022.6 ms
[2020-12-06 06:46:46 main:581] : INFO : Epoch 779 | loss: 0.000121313 | val_loss: 0.000133582 | Time: 3022.26 ms
[2020-12-06 06:46:49 main:581] : INFO : Epoch 780 | loss: 0.000110552 | val_loss: 0.000119217 | Time: 3021.78 ms
[2020-12-06 06:46:52 main:581] : INFO : Epoch 781 | loss: 0.00012183 | val_loss: 0.000190114 | Time: 3020.79 ms
[2020-12-06 06:46:55 main:581] : INFO : Epoch 782 | loss: 0.000132449 | val_loss: 0.000131943 | Time: 3022.16 ms
[2020-12-06 06:46:58 main:581] : INFO : Epoch 783 | loss: 0.000113067 | val_loss: 0.000123376 | Time: 3022.36 ms
[2020-12-06 06:47:01 main:581] : INFO : Epoch 784 | loss: 0.00012458 | val_loss: 0.000151781 | Time: 3021.56 ms
[2020-12-06 06:47:04 main:581] : INFO : Epoch 785 | loss: 0.00011999 | val_loss: 0.000121908 | Time: 3021.42 ms
[2020-12-06 06:47:07 main:581] : INFO : Epoch 786 | loss: 0.000103581 | val_loss: 0.000115298 | Time: 3021.2 ms
[2020-12-06 06:47:10 main:581] : INFO : Epoch 787 | loss: 0.000132623 | val_loss: 0.000188619 | Time: 3021.95 ms
[2020-12-06 06:47:13 main:581] : INFO : Epoch 788 | loss: 0.000159107 | val_loss: 0.00015463 | Time: 3021.44 ms
[2020-12-06 06:47:16 main:581] : INFO : Epoch 789 | loss: 0.000118306 | val_loss: 0.00011975 | Time: 3021.14 ms
[2020-12-06 06:47:19 main:581] : INFO : Epoch 790 | loss: 0.000108278 | val_loss: 0.00012133 | Time: 3021.73 ms
[2020-12-06 06:47:22 main:581] : INFO : Epoch 791 | loss: 0.000110374 | val_loss: 0.000127797 | Time: 3021.53 ms
[2020-12-06 06:47:25 main:581] : INFO : Epoch 792 | loss: 0.000142715 | val_loss: 0.000133866 | Time: 3021.95 ms
[2020-12-06 06:47:28 main:581] : INFO : Epoch 793 | loss: 0.00013755 | val_loss: 0.000134375 | Time: 3022.05 ms
[2020-12-06 06:47:31 main:581] : INFO : Epoch 794 | loss: 0.000112685 | val_loss: 0.000120889 | Time: 3022.35 ms
[2020-12-06 06:47:34 main:581] : INFO : Epoch 795 | loss: 0.000108808 | val_loss: 0.000123602 | Time: 3021.31 ms
[2020-12-06 06:47:37 main:581] : INFO : Epoch 796 | loss: 0.000112631 | val_loss: 0.000163746 | Time: 3021.45 ms
[2020-12-06 06:47:40 main:581] : INFO : Epoch 797 | loss: 0.000134485 | val_loss: 0.000123355 | Time: 3022.43 ms
[2020-12-06 06:47:43 main:581] : INFO : Epoch 798 | loss: 0.000141964 | val_loss: 0.000186016 | Time: 3022.03 ms
[2020-12-06 06:47:46 main:581] : INFO : Epoch 799 | loss: 0.000134502 | val_loss: 0.000138112 | Time: 3021.1 ms
[2020-12-06 06:47:49 main:581] : INFO : Epoch 800 | loss: 0.000109212 | val_loss: 0.000117886 | Time: 3022.84 ms
[2020-12-06 06:47:52 main:581] : INFO : Epoch 801 | loss: 0.000115949 | val_loss: 0.000163261 | Time: 3020.97 ms
[2020-12-06 06:47:55 main:581] : INFO : Epoch 802 | loss: 0.000121977 | val_loss: 0.000127508 | Time: 3021.45 ms
[2020-12-06 06:47:59 main:581] : INFO : Epoch 803 | loss: 0.000118437 | val_loss: 0.000158334 | Time: 3022.01 ms
[2020-12-06 06:48:02 main:581] : INFO : Epoch 804 | loss: 0.000120359 | val_loss: 0.000125731 | Time: 3021.33 ms
[2020-12-06 06:48:05 main:581] : INFO : Epoch 805 | loss: 0.000112753 | val_loss: 0.000130046 | Time: 3022.25 ms
[2020-12-06 06:48:08 main:581] : INFO : Epoch 806 | loss: 0.000127792 | val_loss: 0.000135662 | Time: 3020.9 ms
[2020-12-06 06:48:11 main:581] : INFO : Epoch 807 | loss: 0.000126065 | val_loss: 0.000141675 | Time: 3022.86 ms
[2020-12-06 06:48:14 main:581] : INFO : Epoch 808 | loss: 0.000112557 | val_loss: 0.00014803 | Time: 3021.35 ms
[2020-12-06 06:48:17 main:581] : INFO : Epoch 809 | loss: 0.000166031 | val_loss: 0.000154635 | Time: 3020.88 ms
[2020-12-06 06:48:20 main:581] : INFO : Epoch 810 | loss: 0.000120733 | val_loss: 0.000119383 | Time: 3020.83 ms
[2020-12-06 06:48:23 main:581] : INFO : Epoch 811 | loss: 0.000103913 | val_loss: 0.000116717 | Time: 3022.5 ms
[2020-12-06 06:48:26 main:581] : INFO : Epoch 812 | loss: 0.000113089 | val_loss: 0.000244218 | Time: 3022.26 ms
[2020-12-06 06:48:29 main:581] : INFO : Epoch 813 | loss: 0.000188587 | val_loss: 0.000156908 | Time: 3021.4 ms
[2020-12-06 06:48:32 main:581] : INFO : Epoch 814 | loss: 0.000120141 | val_loss: 0.000118841 | Time: 3022.25 ms
[2020-12-06 06:48:35 main:581] : INFO : Epoch 815 | loss: 0.000102681 | val_loss: 0.000116846 | Time: 3022.13 ms
[2020-12-06 06:48:38 main:581] : INFO : Epoch 816 | loss: 0.000158388 | val_loss: 0.000149879 | Time: 3021.28 ms
[2020-12-06 06:48:41 main:581] : INFO : Epoch 817 | loss: 0.000129481 | val_loss: 0.000128164 | Time: 3022.45 ms
[2020-12-06 06:48:44 main:581] : INFO : Epoch 818 | loss: 0.000105096 | val_loss: 0.00011551 | Time: 3021.87 ms
[2020-12-06 06:48:47 main:581] : INFO : Epoch 819 | loss: 9.96561e-05 | val_loss: 0.000113457 | Time: 3022.04 ms
[2020-12-06 06:48:50 main:581] : INFO : Epoch 820 | loss: 0.000100872 | val_loss: 0.00012025 | Time: 3022.05 ms
[2020-12-06 06:48:53 main:581] : INFO : Epoch 821 | loss: 0.000182783 | val_loss: 0.000242256 | Time: 3021.94 ms
[2020-12-06 06:48:56 main:581] : INFO : Epoch 822 | loss: 0.000161018 | val_loss: 0.000139025 | Time: 3021.15 ms
[2020-12-06 06:48:59 main:581] : INFO : Epoch 823 | loss: 0.00010934 | val_loss: 0.000119689 | Time: 3022.17 ms
[2020-12-06 06:49:02 main:581] : INFO : Epoch 824 | loss: 0.000100227 | val_loss: 0.00011329 | Time: 3022.07 ms
[2020-12-06 06:49:05 main:581] : INFO : Epoch 825 | loss: 9.92028e-05 | val_loss: 0.000114535 | Time: 3020.98 ms
[2020-12-06 06:49:08 main:581] : INFO : Epoch 826 | loss: 0.000112055 | val_loss: 0.00017573 | Time: 3020.65 ms
[2020-12-06 06:49:11 main:581] : INFO : Epoch 827 | loss: 0.000136831 | val_loss: 0.000126176 | Time: 3023.53 ms
[2020-12-06 06:49:14 main:581] : INFO : Epoch 828 | loss: 0.000103756 | val_loss: 0.000114034 | Time: 3020.65 ms
[2020-12-06 06:49:17 main:581] : INFO : Epoch 829 | loss: 0.000135612 | val_loss: 0.000139204 | Time: 3022.06 ms
[2020-12-06 06:49:20 main:581] : INFO : Epoch 830 | loss: 0.000124389 | val_loss: 0.000127079 | Time: 3022.19 ms
[2020-12-06 06:49:23 main:581] : INFO : Epoch 831 | loss: 0.000106374 | val_loss: 0.000118507 | Time: 3020.45 ms
[2020-12-06 06:49:26 main:581] : INFO : Epoch 832 | loss: 0.00012244 | val_loss: 0.000316014 | Time: 3022.35 ms
[2020-12-06 06:49:29 main:581] : INFO : Epoch 833 | loss: 0.000195654 | val_loss: 0.000155218 | Time: 3021.35 ms
[2020-12-06 06:49:32 main:581] : INFO : Epoch 834 | loss: 0.000131107 | val_loss: 0.000123532 | Time: 3023.33 ms
[2020-12-06 06:49:35 main:581] : INFO : Epoch 835 | loss: 0.000104377 | val_loss: 0.000116954 | Time: 3022.05 ms
[2020-12-06 06:49:38 main:581] : INFO : Epoch 836 | loss: 0.000107598 | val_loss: 0.000153201 | Time: 3021.02 ms
[2020-12-06 06:49:41 main:581] : INFO : Epoch 837 | loss: 0.000127651 | val_loss: 0.000133107 | Time: 3022.09 ms
[2020-12-06 06:49:44 main:581] : INFO : Epoch 838 | loss: 0.000124617 | val_loss: 0.000123781 | Time: 3021.34 ms
[2020-12-06 06:49:47 main:581] : INFO : Epoch 839 | loss: 0.000102872 | val_loss: 0.000113238 | Time: 3021.61 ms
[2020-12-06 06:49:50 main:581] : INFO : Epoch 840 | loss: 0.000109612 | val_loss: 0.000141957 | Time: 3021.68 ms
[2020-12-06 06:49:53 main:581] : INFO : Epoch 841 | loss: 0.000116494 | val_loss: 0.000151683 | Time: 3022.42 ms
[2020-12-06 06:49:56 main:581] : INFO : Epoch 842 | loss: 0.000130232 | val_loss: 0.000136219 | Time: 3022.71 ms
[2020-12-06 06:49:59 main:581] : INFO : Epoch 843 | loss: 0.00011186 | val_loss: 0.000118663 | Time: 3021.58 ms
[2020-12-06 06:50:02 main:581] : INFO : Epoch 844 | loss: 0.000106681 | val_loss: 0.000145363 | Time: 3021.06 ms
[2020-12-06 06:50:05 main:581] : INFO : Epoch 845 | loss: 0.000165591 | val_loss: 0.000140358 | Time: 3021.53 ms
[2020-12-06 06:50:08 main:581] : INFO : Epoch 846 | loss: 0.000118199 | val_loss: 0.00012189 | Time: 3021.97 ms
[2020-12-06 06:50:11 main:581] : INFO : Epoch 847 | loss: 0.000104889 | val_loss: 0.000116444 | Time: 3021.5 ms
[2020-12-06 06:50:15 main:581] : INFO : Epoch 848 | loss: 0.00011696 | val_loss: 0.000135479 | Time: 3022.35 ms
[2020-12-06 06:50:18 main:581] : INFO : Epoch 849 | loss: 0.000108109 | val_loss: 0.000116769 | Time: 3021.55 ms
[2020-12-06 06:50:21 main:581] : INFO : Epoch 850 | loss: 0.00010908 | val_loss: 0.000147225 | Time: 3022.8 ms
[2020-12-06 06:50:24 main:581] : INFO : Epoch 851 | loss: 0.000157832 | val_loss: 0.000165616 | Time: 3022.19 ms
[2020-12-06 06:50:27 main:581] : INFO : Epoch 852 | loss: 0.000123909 | val_loss: 0.000118911 | Time: 3021.43 ms
[2020-12-06 06:50:30 main:581] : INFO : Epoch 853 | loss: 0.000107139 | val_loss: 0.000127622 | Time: 3021.76 ms
[2020-12-06 06:50:33 main:581] : INFO : Epoch 854 | loss: 0.000122041 | val_loss: 0.000123978 | Time: 3022.49 ms
[2020-12-06 06:50:36 main:581] : INFO : Epoch 855 | loss: 0.000118699 | val_loss: 0.000168801 | Time: 3022.01 ms
[2020-12-06 06:50:39 main:581] : INFO : Epoch 856 | loss: 0.000137119 | val_loss: 0.000133323 | Time: 3020.29 ms
[2020-12-06 06:50:42 main:581] : INFO : Epoch 857 | loss: 0.000107241 | val_loss: 0.000117107 | Time: 3022.9 ms
[2020-12-06 06:50:45 main:581] : INFO : Epoch 858 | loss: 0.000104495 | val_loss: 0.000129287 | Time: 3020.57 ms
[2020-12-06 06:50:48 main:581] : INFO : Epoch 859 | loss: 0.00014577 | val_loss: 0.000135653 | Time: 3021.85 ms
[2020-12-06 06:50:51 main:581] : INFO : Epoch 860 | loss: 0.000113689 | val_loss: 0.000143704 | Time: 3020.53 ms
[2020-12-06 06:50:54 main:581] : INFO : Epoch 861 | loss: 0.00015937 | val_loss: 0.000141482 | Time: 3021.07 ms
[2020-12-06 06:50:57 main:581] : INFO : Epoch 862 | loss: 0.000112075 | val_loss: 0.000118769 | Time: 3021.8 ms
[2020-12-06 06:51:00 main:581] : INFO : Epoch 863 | loss: 0.000102117 | val_loss: 0.000116643 | Time: 3021.26 ms
[2020-12-06 06:51:03 main:581] : INFO : Epoch 864 | loss: 0.000125321 | val_loss: 0.000230038 | Time: 3022.66 ms
[2020-12-06 06:51:06 main:581] : INFO : Epoch 865 | loss: 0.000135412 | val_loss: 0.000124246 | Time: 3021.17 ms
[2020-12-06 06:51:09 main:581] : INFO : Epoch 866 | loss: 0.000123 | val_loss: 0.000165269 | Time: 3022.8 ms
[2020-12-06 06:51:12 main:581] : INFO : Epoch 867 | loss: 0.000114496 | val_loss: 0.000124537 | Time: 3020.86 ms
[2020-12-06 06:51:15 main:581] : INFO : Epoch 868 | loss: 0.000112228 | val_loss: 0.000120338 | Time: 3022.14 ms
[2020-12-06 06:51:18 main:581] : INFO : Epoch 869 | loss: 0.000116277 | val_loss: 0.000226023 | Time: 3021.76 ms
[2020-12-06 06:51:21 main:581] : INFO : Epoch 870 | loss: 0.000161289 | val_loss: 0.000130583 | Time: 3022.02 ms
[2020-12-06 06:51:24 main:581] : INFO : Epoch 871 | loss: 0.000112966 | val_loss: 0.000120023 | Time: 3022.19 ms
[2020-12-06 06:51:27 main:581] : INFO : Epoch 872 | loss: 0.000101466 | val_loss: 0.000113684 | Time: 3021.33 ms
[2020-12-06 06:51:30 main:581] : INFO : Epoch 873 | loss: 0.000127493 | val_loss: 0.000151935 | Time: 3022.19 ms
[2020-12-06 06:51:33 main:581] : INFO : Epoch 874 | loss: 0.000135428 | val_loss: 0.000153708 | Time: 3022.08 ms
[2020-12-06 06:51:36 main:581] : INFO : Epoch 875 | loss: 0.000146421 | val_loss: 0.000130019 | Time: 3021.54 ms
[2020-12-06 06:51:39 main:581] : INFO : Epoch 876 | loss: 0.000119791 | val_loss: 0.000123134 | Time: 3020.64 ms
[2020-12-06 06:51:42 main:581] : INFO : Epoch 877 | loss: 0.000104466 | val_loss: 0.000114874 | Time: 3023.18 ms
[2020-12-06 06:51:45 main:581] : INFO : Epoch 878 | loss: 0.000118561 | val_loss: 0.000174182 | Time: 3022.85 ms
[2020-12-06 06:51:48 main:581] : INFO : Epoch 879 | loss: 0.000119599 | val_loss: 0.000121642 | Time: 3020.49 ms
[2020-12-06 06:51:51 main:581] : INFO : Epoch 880 | loss: 0.000107702 | val_loss: 0.000124129 | Time: 3021 ms
[2020-12-06 06:51:54 main:581] : INFO : Epoch 881 | loss: 0.000107132 | val_loss: 0.000135193 | Time: 3022.29 ms
[2020-12-06 06:51:57 main:581] : INFO : Epoch 882 | loss: 0.000152954 | val_loss: 0.000150632 | Time: 3022.08 ms
[2020-12-06 06:52:00 main:581] : INFO : Epoch 883 | loss: 0.000118047 | val_loss: 0.000120394 | Time: 3021.42 ms
[2020-12-06 06:52:03 main:581] : INFO : Epoch 884 | loss: 0.00010862 | val_loss: 0.000116552 | Time: 3021.36 ms
[2020-12-06 06:52:06 main:581] : INFO : Epoch 885 | loss: 0.00010365 | val_loss: 0.00012765 | Time: 3022.33 ms
[2020-12-06 06:52:09 main:581] : INFO : Epoch 886 | loss: 0.00013619 | val_loss: 0.00014184 | Time: 3021.64 ms
[2020-12-06 06:52:12 main:581] : INFO : Epoch 887 | loss: 0.000116104 | val_loss: 0.000145441 | Time: 3021.1 ms
[2020-12-06 06:52:15 main:581] : INFO : Epoch 888 | loss: 0.000179726 | val_loss: 0.000152169 | Time: 3021.18 ms
[2020-12-06 06:52:18 main:581] : INFO : Epoch 889 | loss: 0.000129998 | val_loss: 0.00012401 | Time: 3021.82 ms
[2020-12-06 06:52:21 main:581] : INFO : Epoch 890 | loss: 0.000108404 | val_loss: 0.000116858 | Time: 3021.78 ms
[2020-12-06 06:52:24 main:581] : INFO : Epoch 891 | loss: 0.000105809 | val_loss: 0.000150774 | Time: 3022.79 ms
[2020-12-06 06:52:27 main:581] : INFO : Epoch 892 | loss: 0.000146456 | val_loss: 0.000127724 | Time: 3021.81 ms
[2020-12-06 06:52:30 main:581] : INFO : Epoch 893 | loss: 0.00010772 | val_loss: 0.000120467 | Time: 3021.86 ms
[2020-12-06 06:52:34 main:581] : INFO : Epoch 894 | loss: 0.000122642 | val_loss: 0.000151281 | Time: 3020.81 ms
[2020-12-06 06:52:37 main:581] : INFO : Epoch 895 | loss: 0.000110274 | val_loss: 0.000119169 | Time: 3022.11 ms
[2020-12-06 06:52:40 main:581] : INFO : Epoch 896 | loss: 0.00010968 | val_loss: 0.000161205 | Time: 3022.21 ms
[2020-12-06 06:52:43 main:581] : INFO : Epoch 897 | loss: 0.00013006 | val_loss: 0.000134913 | Time: 3021.67 ms
[2020-12-06 06:52:46 main:581] : INFO : Epoch 898 | loss: 0.000114862 | val_loss: 0.000122468 | Time: 3023.3 ms
[2020-12-06 06:52:49 main:581] : INFO : Epoch 899 | loss: 0.000111766 | val_loss: 0.000129056 | Time: 3021.27 ms
[2020-12-06 06:52:52 main:581] : INFO : Epoch 900 | loss: 0.000118387 | val_loss: 0.00011832 | Time: 3023.07 ms
[2020-12-06 06:52:55 main:581] : INFO : Epoch 901 | loss: 0.000130341 | val_loss: 0.000142844 | Time: 3020.52 ms
[2020-12-06 06:52:58 main:581] : INFO : Epoch 902 | loss: 0.000133526 | val_loss: 0.00013367 | Time: 3022.67 ms
[2020-12-06 06:53:01 main:581] : INFO : Epoch 903 | loss: 0.000108776 | val_loss: 0.000125248 | Time: 3020.85 ms
[2020-12-06 06:53:04 main:581] : INFO : Epoch 904 | loss: 0.000147121 | val_loss: 0.000137598 | Time: 3021.42 ms
[2020-12-06 06:53:07 main:581] : INFO : Epoch 905 | loss: 0.000117036 | val_loss: 0.000119993 | Time: 3023.31 ms
[2020-12-06 06:53:10 main:581] : INFO : Epoch 906 | loss: 0.000110772 | val_loss: 0.000154295 | Time: 3022.79 ms
[2020-12-06 06:53:13 main:581] : INFO : Epoch 907 | loss: 0.000128509 | val_loss: 0.000120759 | Time: 3022.05 ms
[2020-12-06 06:53:16 main:581] : INFO : Epoch 908 | loss: 0.000105124 | val_loss: 0.000124257 | Time: 3021.12 ms
[2020-12-06 06:53:19 main:581] : INFO : Epoch 909 | loss: 0.000142267 | val_loss: 0.000168569 | Time: 3021.83 ms
[2020-12-06 06:53:22 main:581] : INFO : Epoch 910 | loss: 0.000122806 | val_loss: 0.000123539 | Time: 3022.11 ms
[2020-12-06 06:53:25 main:581] : INFO : Epoch 911 | loss: 0.0001061 | val_loss: 0.000118586 | Time: 3021.88 ms
[2020-12-06 06:53:28 main:581] : INFO : Epoch 912 | loss: 0.000101026 | val_loss: 0.000119264 | Time: 3022.5 ms
[2020-12-06 06:53:31 main:581] : INFO : Epoch 913 | loss: 0.00016608 | val_loss: 0.000163816 | Time: 3021.71 ms
[2020-12-06 06:53:34 main:581] : INFO : Epoch 914 | loss: 0.000146386 | val_loss: 0.000145864 | Time: 3022.17 ms
[2020-12-06 06:53:37 main:581] : INFO : Epoch 915 | loss: 0.000113687 | val_loss: 0.000116961 | Time: 3021.54 ms
[2020-12-06 06:53:40 main:581] : INFO : Epoch 916 | loss: 0.000117098 | val_loss: 0.000222526 | Time: 3021.27 ms
[2020-12-06 06:53:43 main:581] : INFO : Epoch 917 | loss: 0.000169549 | val_loss: 0.000127383 | Time: 3021.47 ms
[2020-12-06 06:53:46 main:581] : INFO : Epoch 918 | loss: 0.000109239 | val_loss: 0.000115281 | Time: 3023.08 ms
[2020-12-06 06:53:49 main:581] : INFO : Epoch 919 | loss: 0.000101308 | val_loss: 0.000119925 | Time: 3021.32 ms
[2020-12-06 06:53:52 main:581] : INFO : Epoch 920 | loss: 0.000108598 | val_loss: 0.000121842 | Time: 3021.99 ms
[2020-12-06 06:53:55 main:581] : INFO : Epoch 921 | loss: 0.000111635 | val_loss: 0.000129562 | Time: 3021.68 ms
[2020-12-06 06:53:58 main:581] : INFO : Epoch 922 | loss: 0.000110094 | val_loss: 0.000117176 | Time: 3021.37 ms
[2020-12-06 06:54:01 main:581] : INFO : Epoch 923 | loss: 0.000117647 | val_loss: 0.00020977 | Time: 3023.63 ms
[2020-12-06 06:54:04 main:581] : INFO : Epoch 924 | loss: 0.000147048 | val_loss: 0.000125771 | Time: 3020.93 ms
[2020-12-06 06:54:07 main:581] : INFO : Epoch 925 | loss: 0.000105947 | val_loss: 0.000116549 | Time: 3022.4 ms
[2020-12-06 06:54:10 main:581] : INFO : Epoch 926 | loss: 0.000164672 | val_loss: 0.000182621 | Time: 3023 ms
[2020-12-06 06:54:13 main:581] : INFO : Epoch 927 | loss: 0.000139323 | val_loss: 0.000128974 | Time: 3021.18 ms
[2020-12-06 06:54:16 main:581] : INFO : Epoch 928 | loss: 0.000106817 | val_loss: 0.000116148 | Time: 3020.58 ms
[2020-12-06 06:54:19 main:581] : INFO : Epoch 929 | loss: 0.000101203 | val_loss: 0.000118107 | Time: 3021.73 ms
[2020-12-06 06:54:22 main:581] : INFO : Epoch 930 | loss: 0.000109309 | val_loss: 0.000128182 | Time: 3020.32 ms
[2020-12-06 06:54:25 main:581] : INFO : Epoch 931 | loss: 0.000132552 | val_loss: 0.000154016 | Time: 3021.56 ms
[2020-12-06 06:54:28 main:581] : INFO : Epoch 932 | loss: 0.000119813 | val_loss: 0.000119948 | Time: 3020.78 ms
[2020-12-06 06:54:31 main:581] : INFO : Epoch 933 | loss: 0.000101819 | val_loss: 0.000116069 | Time: 3021.5 ms
[2020-12-06 06:54:34 main:581] : INFO : Epoch 934 | loss: 0.000124821 | val_loss: 0.000174985 | Time: 3021.51 ms
[2020-12-06 06:54:37 main:581] : INFO : Epoch 935 | loss: 0.000133501 | val_loss: 0.000139459 | Time: 3019.53 ms
[2020-12-06 06:54:40 main:581] : INFO : Epoch 936 | loss: 0.000111245 | val_loss: 0.000119544 | Time: 3021.88 ms
[2020-12-06 06:54:43 main:581] : INFO : Epoch 937 | loss: 0.0001219 | val_loss: 0.000137351 | Time: 3021.92 ms
[2020-12-06 06:54:46 main:581] : INFO : Epoch 938 | loss: 0.00010893 | val_loss: 0.000121782 | Time: 3021.4 ms
[2020-12-06 06:54:50 main:581] : INFO : Epoch 939 | loss: 0.000104634 | val_loss: 0.000126988 | Time: 3021.28 ms
[2020-12-06 06:54:53 main:581] : INFO : Epoch 940 | loss: 0.000161705 | val_loss: 0.000168262 | Time: 3020.93 ms
[2020-12-06 06:54:56 main:581] : INFO : Epoch 941 | loss: 0.00012516 | val_loss: 0.000121821 | Time: 3022.33 ms
[2020-12-06 06:54:59 main:581] : INFO : Epoch 942 | loss: 0.000103887 | val_loss: 0.000117123 | Time: 3021.68 ms
[2020-12-06 06:55:02 main:581] : INFO : Epoch 943 | loss: 0.000118898 | val_loss: 0.000119819 | Time: 3021.31 ms
[2020-12-06 06:55:05 main:581] : INFO : Epoch 944 | loss: 0.000132458 | val_loss: 0.000262778 | Time: 3022.27 ms
[2020-12-06 06:55:08 main:581] : INFO : Epoch 945 | loss: 0.000142704 | val_loss: 0.000126451 | Time: 3021.85 ms
[2020-12-06 06:55:11 main:581] : INFO : Epoch 946 | loss: 0.000106998 | val_loss: 0.000117346 | Time: 3022.54 ms
[2020-12-06 06:55:14 main:581] : INFO : Epoch 947 | loss: 0.00010459 | val_loss: 0.000125872 | Time: 3021.81 ms
[2020-12-06 06:55:17 main:581] : INFO : Epoch 948 | loss: 0.000117718 | val_loss: 0.000134499 | Time: 3020.76 ms
[2020-12-06 06:55:20 main:581] : INFO : Epoch 949 | loss: 0.000150011 | val_loss: 0.000135478 | Time: 3021.49 ms
[2020-12-06 06:55:23 main:581] : INFO : Epoch 950 | loss: 0.000143454 | val_loss: 0.00013394 | Time: 3021.92 ms
[2020-12-06 06:55:26 main:581] : INFO : Epoch 951 | loss: 0.000108692 | val_loss: 0.000121261 | Time: 3022.67 ms
[2020-12-06 06:55:29 main:581] : INFO : Epoch 952 | loss: 0.000140946 | val_loss: 0.000144436 | Time: 3021.7 ms
[2020-12-06 06:55:32 main:581] : INFO : Epoch 953 | loss: 0.000116135 | val_loss: 0.000116048 | Time: 3021.8 ms
[2020-12-06 06:55:35 main:581] : INFO : Epoch 954 | loss: 0.000102083 | val_loss: 0.000123602 | Time: 3023.47 ms
[2020-12-06 06:55:38 main:581] : INFO : Epoch 955 | loss: 0.000128884 | val_loss: 0.000145796 | Time: 3022.45 ms
[2020-12-06 06:55:41 main:581] : INFO : Epoch 956 | loss: 0.000114612 | val_loss: 0.000119224 | Time: 3021.32 ms
[2020-12-06 06:55:44 main:581] : INFO : Epoch 957 | loss: 0.000105773 | val_loss: 0.00012947 | Time: 3021.61 ms
[2020-12-06 06:55:47 main:581] : INFO : Epoch 958 | loss: 0.000118347 | val_loss: 0.000124292 | Time: 3021.46 ms
[2020-12-06 06:55:50 main:581] : INFO : Epoch 959 | loss: 0.000109072 | val_loss: 0.00012661 | Time: 3022.5 ms
[2020-12-06 06:55:53 main:581] : INFO : Epoch 960 | loss: 0.000111089 | val_loss: 0.000113924 | Time: 3021.08 ms
[2020-12-06 06:55:56 main:581] : INFO : Epoch 961 | loss: 0.00012399 | val_loss: 0.000182282 | Time: 3022.49 ms
[2020-12-06 06:55:59 main:581] : INFO : Epoch 962 | loss: 0.000130467 | val_loss: 0.000129961 | Time: 3023.4 ms
[2020-12-06 06:56:02 main:581] : INFO : Epoch 963 | loss: 0.000130362 | val_loss: 0.00014844 | Time: 3021.73 ms
[2020-12-06 06:56:05 main:581] : INFO : Epoch 964 | loss: 0.00012531 | val_loss: 0.000120313 | Time: 3021.7 ms
[2020-12-06 06:56:08 main:581] : INFO : Epoch 965 | loss: 0.000102648 | val_loss: 0.000112506 | Time: 3022.31 ms
[2020-12-06 06:56:11 main:581] : INFO : Epoch 966 | loss: 0.00010494 | val_loss: 0.000180818 | Time: 3022.81 ms
[2020-12-06 06:56:14 main:581] : INFO : Epoch 967 | loss: 0.000207327 | val_loss: 0.000153872 | Time: 3021.6 ms
[2020-12-06 06:56:17 main:581] : INFO : Epoch 968 | loss: 0.000141928 | val_loss: 0.000123205 | Time: 3023.83 ms
[2020-12-06 06:56:20 main:581] : INFO : Epoch 969 | loss: 0.00010415 | val_loss: 0.000114887 | Time: 3023.13 ms
[2020-12-06 06:56:23 main:581] : INFO : Epoch 970 | loss: 0.000112825 | val_loss: 0.000148863 | Time: 3021.68 ms
[2020-12-06 06:56:26 main:581] : INFO : Epoch 971 | loss: 0.000110735 | val_loss: 0.000114064 | Time: 3021.03 ms
[2020-12-06 06:56:29 main:581] : INFO : Epoch 972 | loss: 9.96796e-05 | val_loss: 0.000115704 | Time: 3022.59 ms
[2020-12-06 06:56:32 main:581] : INFO : Epoch 973 | loss: 0.000113716 | val_loss: 0.000155071 | Time: 3021.48 ms
[2020-12-06 06:56:35 main:581] : INFO : Epoch 974 | loss: 0.000126061 | val_loss: 0.000128771 | Time: 3022.56 ms
[2020-12-06 06:56:38 main:581] : INFO : Epoch 975 | loss: 0.000104891 | val_loss: 0.000116262 | Time: 3022.99 ms
[2020-12-06 06:56:41 main:581] : INFO : Epoch 976 | loss: 0.000120145 | val_loss: 0.000176756 | Time: 3021.97 ms
[2020-12-06 06:56:44 main:581] : INFO : Epoch 977 | loss: 0.000135791 | val_loss: 0.00014439 | Time: 3021.89 ms
[2020-12-06 06:56:47 main:581] : INFO : Epoch 978 | loss: 0.000123157 | val_loss: 0.000123416 | Time: 3021.07 ms
[2020-12-06 06:56:50 main:581] : INFO : Epoch 979 | loss: 0.000105391 | val_loss: 0.000122754 | Time: 3022.06 ms
[2020-12-06 06:56:53 main:581] : INFO : Epoch 980 | loss: 0.00011362 | val_loss: 0.000119489 | Time: 3023.49 ms
[2020-12-06 06:56:56 main:581] : INFO : Epoch 981 | loss: 0.000116596 | val_loss: 0.000136007 | Time: 3020.74 ms
[2020-12-06 06:56:59 main:581] : INFO : Epoch 982 | loss: 0.000123374 | val_loss: 0.000151789 | Time: 3021.83 ms
[2020-12-06 06:57:02 main:581] : INFO : Epoch 983 | loss: 0.000125916 | val_loss: 0.000120092 | Time: 3022.05 ms
[2020-12-06 06:57:06 main:581] : INFO : Epoch 984 | loss: 0.00010668 | val_loss: 0.000136839 | Time: 3022.21 ms
[2020-12-06 06:57:09 main:581] : INFO : Epoch 985 | loss: 0.000132176 | val_loss: 0.000125075 | Time: 3022.29 ms
[2020-12-06 06:57:12 main:581] : INFO : Epoch 986 | loss: 0.000139011 | val_loss: 0.000142605 | Time: 3022.86 ms
[2020-12-06 06:57:15 main:581] : INFO : Epoch 987 | loss: 0.000112914 | val_loss: 0.000119376 | Time: 3021.84 ms
[2020-12-06 06:57:18 main:581] : INFO : Epoch 988 | loss: 0.000103708 | val_loss: 0.000125957 | Time: 3021.6 ms
[2020-12-06 06:57:21 main:581] : INFO : Epoch 989 | loss: 0.000122511 | val_loss: 0.000120565 | Time: 3023.32 ms
[2020-12-06 06:57:24 main:581] : INFO : Epoch 990 | loss: 0.000117586 | val_loss: 0.00014758 | Time: 3022.5 ms
[2020-12-06 06:57:27 main:581] : INFO : Epoch 991 | loss: 0.000113948 | val_loss: 0.000123643 | Time: 3021.29 ms
[2020-12-06 06:57:30 main:581] : INFO : Epoch 992 | loss: 0.000119088 | val_loss: 0.000132644 | Time: 3022.38 ms
[2020-12-06 06:57:33 main:581] : INFO : Epoch 993 | loss: 0.000114248 | val_loss: 0.000135552 | Time: 3021.53 ms
[2020-12-06 06:57:36 main:581] : INFO : Epoch 994 | loss: 0.000148858 | val_loss: 0.000172639 | Time: 3021.72 ms
[2020-12-06 06:57:39 main:581] : INFO : Epoch 995 | loss: 0.000130019 | val_loss: 0.000118721 | Time: 3021.4 ms
[2020-12-06 06:57:42 main:581] : INFO : Epoch 996 | loss: 0.000105053 | val_loss: 0.000113261 | Time: 3021.86 ms
[2020-12-06 06:57:45 main:581] : INFO : Epoch 997 | loss: 0.000105939 | val_loss: 0.000140769 | Time: 3020.86 ms
[2020-12-06 06:57:48 main:581] : INFO : Epoch 998 | loss: 0.000157637 | val_loss: 0.000148672 | Time: 3022.43 ms
[2020-12-06 06:57:51 main:581] : INFO : Epoch 999 | loss: 0.000137854 | val_loss: 0.000131741 | Time: 3021.22 ms
[2020-12-06 06:57:54 main:581] : INFO : Epoch 1000 | loss: 0.000106506 | val_loss: 0.000116281 | Time: 3021.78 ms
[2020-12-06 06:57:57 main:581] : INFO : Epoch 1001 | loss: 0.00013495 | val_loss: 0.000178552 | Time: 3021.44 ms
[2020-12-06 06:58:00 main:581] : INFO : Epoch 1002 | loss: 0.00013534 | val_loss: 0.000123514 | Time: 3021.94 ms
[2020-12-06 06:58:03 main:581] : INFO : Epoch 1003 | loss: 0.00010513 | val_loss: 0.00011494 | Time: 3020.32 ms
[2020-12-06 06:58:06 main:581] : INFO : Epoch 1004 | loss: 0.000115393 | val_loss: 0.000132584 | Time: 3022.96 ms
[2020-12-06 06:58:09 main:581] : INFO : Epoch 1005 | loss: 0.000107456 | val_loss: 0.00011626 | Time: 3021.52 ms
[2020-12-06 06:58:12 main:581] : INFO : Epoch 1006 | loss: 9.87604e-05 | val_loss: 0.000114943 | Time: 3021.56 ms
[2020-12-06 06:58:15 main:581] : INFO : Epoch 1007 | loss: 0.000151239 | val_loss: 0.000150276 | Time: 3021.27 ms
[2020-12-06 06:58:18 main:581] : INFO : Epoch 1008 | loss: 0.000135197 | val_loss: 0.000132415 | Time: 3021.48 ms
[2020-12-06 06:58:21 main:581] : INFO : Epoch 1009 | loss: 0.000109917 | val_loss: 0.000117205 | Time: 3022.04 ms
[2020-12-06 06:58:24 main:581] : INFO : Epoch 1010 | loss: 0.000104148 | val_loss: 0.000128436 | Time: 3021.23 ms
[2020-12-06 06:58:27 main:581] : INFO : Epoch 1011 | loss: 0.00014025 | val_loss: 0.000129518 | Time: 3021.14 ms
[2020-12-06 06:58:30 main:581] : INFO : Epoch 1012 | loss: 0.000111765 | val_loss: 0.000120249 | Time: 3020.03 ms
[2020-12-06 06:58:33 main:581] : INFO : Epoch 1013 | loss: 0.000106672 | val_loss: 0.000118147 | Time: 3022.55 ms
[2020-12-06 06:58:36 main:581] : INFO : Epoch 1014 | loss: 0.000134037 | val_loss: 0.000216011 | Time: 3022.7 ms
[2020-12-06 06:58:39 main:581] : INFO : Epoch 1015 | loss: 0.000144114 | val_loss: 0.000121139 | Time: 3020.62 ms
[2020-12-06 06:58:42 main:581] : INFO : Epoch 1016 | loss: 0.000106994 | val_loss: 0.000116569 | Time: 3021.06 ms
[2020-12-06 06:58:45 main:581] : INFO : Epoch 1017 | loss: 9.89728e-05 | val_loss: 0.000111883 | Time: 3021.76 ms
[2020-12-06 06:58:48 main:581] : INFO : Epoch 1018 | loss: 0.000114 | val_loss: 0.000229418 | Time: 3023.2 ms
[2020-12-06 06:58:51 main:581] : INFO : Epoch 1019 | loss: 0.000185552 | val_loss: 0.000208357 | Time: 3020.92 ms
[2020-12-06 06:58:54 main:581] : INFO : Epoch 1020 | loss: 0.000137241 | val_loss: 0.000138783 | Time: 3020.72 ms
[2020-12-06 06:58:57 main:581] : INFO : Epoch 1021 | loss: 0.000112735 | val_loss: 0.000122089 | Time: 3023.11 ms
[2020-12-06 06:59:00 main:581] : INFO : Epoch 1022 | loss: 0.000109127 | val_loss: 0.000138246 | Time: 3021.36 ms
[2020-12-06 06:59:03 main:581] : INFO : Epoch 1023 | loss: 0.000119415 | val_loss: 0.000117894 | Time: 3021.09 ms
[2020-12-06 06:59:06 main:581] : INFO : Epoch 1024 | loss: 0.000103261 | val_loss: 0.000117887 | Time: 3021.55 ms
[2020-12-06 06:59:06 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.000117887
[2020-12-06 06:59:06 main:610] : INFO : Saving end state to config to file
[2020-12-06 06:59:06 main:615] : INFO : Success, exiting..
06:59:06 (5340): 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)