Task 3323358
| Name | EightBitModified-1605455729-5338-5_1 |
| Workunit | 1492063 |
| Created | 18 Dec 2020, 2:11:30 UTC |
| Sent | 18 Dec 2020, 2:27:43 UTC |
| Report deadline | 25 Dec 2020, 2:27:43 UTC |
| Received | 18 Dec 2020, 5:34:17 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4379 |
| Run time | 39 min 37 sec |
| CPU time | 39 min 32 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 4,498.72 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.33 GB |
| Peak swap size | 10.47 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.14</core_client_version>
<![CDATA[
<stderr_txt>
main:581] : INFO : Epoch 526 | loss: 0.000129326 | val_loss: 0.000143314 | Time: 2327.62 ms
[2020-12-17 23:54:00 main:581] : INFO : Epoch 527 | loss: 0.000127781 | val_loss: 0.000150469 | Time: 2338.08 ms
[2020-12-17 23:54:02 main:581] : INFO : Epoch 528 | loss: 0.000127156 | val_loss: 0.000140002 | Time: 2323.65 ms
[2020-12-17 23:54:05 main:581] : INFO : Epoch 529 | loss: 0.000123042 | val_loss: 0.000139283 | Time: 2299.12 ms
[2020-12-17 23:54:07 main:581] : INFO : Epoch 530 | loss: 0.00012933 | val_loss: 0.000158285 | Time: 2322.72 ms
[2020-12-17 23:54:09 main:581] : INFO : Epoch 531 | loss: 0.000131524 | val_loss: 0.000147248 | Time: 2337.58 ms
[2020-12-17 23:54:12 main:581] : INFO : Epoch 532 | loss: 0.000137903 | val_loss: 0.000150789 | Time: 2332.01 ms
[2020-12-17 23:54:14 main:581] : INFO : Epoch 533 | loss: 0.000130256 | val_loss: 0.000136131 | Time: 2326.21 ms
[2020-12-17 23:54:16 main:581] : INFO : Epoch 534 | loss: 0.000121644 | val_loss: 0.000137641 | Time: 2325.9 ms
[2020-12-17 23:54:19 main:581] : INFO : Epoch 535 | loss: 0.000120847 | val_loss: 0.000138131 | Time: 2328.84 ms
[2020-12-17 23:54:21 main:581] : INFO : Epoch 536 | loss: 0.000122423 | val_loss: 0.000148961 | Time: 2325.97 ms
[2020-12-17 23:54:23 main:581] : INFO : Epoch 537 | loss: 0.000134442 | val_loss: 0.00015399 | Time: 2338.85 ms
[2020-12-17 23:54:26 main:581] : INFO : Epoch 538 | loss: 0.000130525 | val_loss: 0.000140659 | Time: 2330.22 ms
[2020-12-17 23:54:28 main:581] : INFO : Epoch 539 | loss: 0.000126033 | val_loss: 0.000145977 | Time: 2340.09 ms
[2020-12-17 23:54:30 main:581] : INFO : Epoch 540 | loss: 0.000126152 | val_loss: 0.000142536 | Time: 2332.62 ms
[2020-12-17 23:54:33 main:581] : INFO : Epoch 541 | loss: 0.000125585 | val_loss: 0.000141282 | Time: 2311.82 ms
[2020-12-17 23:54:35 main:581] : INFO : Epoch 542 | loss: 0.000124443 | val_loss: 0.000152513 | Time: 2335.67 ms
[2020-12-17 23:54:37 main:581] : INFO : Epoch 543 | loss: 0.000141244 | val_loss: 0.000158931 | Time: 2336.15 ms
[2020-12-17 23:54:40 main:581] : INFO : Epoch 544 | loss: 0.000135827 | val_loss: 0.000144461 | Time: 2331.67 ms
[2020-12-17 23:54:42 main:581] : INFO : Epoch 545 | loss: 0.000124036 | val_loss: 0.000137977 | Time: 2346 ms
[2020-12-17 23:54:44 main:581] : INFO : Epoch 546 | loss: 0.000121913 | val_loss: 0.000144842 | Time: 2332.07 ms
[2020-12-17 23:54:47 main:581] : INFO : Epoch 547 | loss: 0.000135757 | val_loss: 0.000143135 | Time: 2331.9 ms
[2020-12-17 23:54:49 main:581] : INFO : Epoch 548 | loss: 0.000125417 | val_loss: 0.000139631 | Time: 2333.53 ms
[2020-12-17 23:54:51 main:581] : INFO : Epoch 549 | loss: 0.000120706 | val_loss: 0.000140165 | Time: 2337.4 ms
[2020-12-17 23:54:54 main:581] : INFO : Epoch 550 | loss: 0.000138288 | val_loss: 0.000161439 | Time: 2333.66 ms
[2020-12-17 23:54:56 main:581] : INFO : Epoch 551 | loss: 0.000131981 | val_loss: 0.000141051 | Time: 2330.97 ms
[2020-12-17 23:54:58 main:581] : INFO : Epoch 552 | loss: 0.000126381 | val_loss: 0.000143838 | Time: 2329.56 ms
[2020-12-17 23:55:01 main:581] : INFO : Epoch 553 | loss: 0.000127912 | val_loss: 0.000142357 | Time: 2334.05 ms
[2020-12-17 23:55:03 main:581] : INFO : Epoch 554 | loss: 0.000123617 | val_loss: 0.000140598 | Time: 2338.86 ms
[2020-12-17 23:55:05 main:581] : INFO : Epoch 555 | loss: 0.000123354 | val_loss: 0.000136674 | Time: 2334.85 ms
[2020-12-17 23:55:08 main:581] : INFO : Epoch 556 | loss: 0.000120927 | val_loss: 0.000135773 | Time: 2335.94 ms
[2020-12-17 23:55:10 main:581] : INFO : Epoch 557 | loss: 0.000122656 | val_loss: 0.000151745 | Time: 2316.92 ms
[2020-12-17 23:55:12 main:581] : INFO : Epoch 558 | loss: 0.000143902 | val_loss: 0.000165905 | Time: 2314.58 ms
[2020-12-17 23:55:15 main:581] : INFO : Epoch 559 | loss: 0.000138149 | val_loss: 0.000143508 | Time: 2321.72 ms
[2020-12-17 23:55:17 main:581] : INFO : Epoch 560 | loss: 0.000123432 | val_loss: 0.000137727 | Time: 2317.67 ms
[2020-12-17 23:55:19 main:581] : INFO : Epoch 561 | loss: 0.000121504 | val_loss: 0.000138673 | Time: 2330.27 ms
[2020-12-17 23:55:22 main:581] : INFO : Epoch 562 | loss: 0.000125776 | val_loss: 0.000138707 | Time: 2340.8 ms
[2020-12-17 23:55:24 main:581] : INFO : Epoch 563 | loss: 0.000125479 | val_loss: 0.000151054 | Time: 2342.89 ms
[2020-12-17 23:55:26 main:581] : INFO : Epoch 564 | loss: 0.000127755 | val_loss: 0.00014588 | Time: 2341.47 ms
[2020-12-17 23:55:29 main:581] : INFO : Epoch 565 | loss: 0.000127921 | val_loss: 0.000137575 | Time: 2314.95 ms
[2020-12-17 23:55:31 main:581] : INFO : Epoch 566 | loss: 0.000124185 | val_loss: 0.000141824 | Time: 2309.42 ms
[2020-12-17 23:55:33 main:581] : INFO : Epoch 567 | loss: 0.000123516 | val_loss: 0.000147328 | Time: 2328.44 ms
[2020-12-17 23:55:36 main:581] : INFO : Epoch 568 | loss: 0.000136793 | val_loss: 0.000147725 | Time: 2313.46 ms
[2020-12-17 23:55:38 main:581] : INFO : Epoch 569 | loss: 0.000127486 | val_loss: 0.00014478 | Time: 2321.32 ms
[2020-12-17 23:55:40 main:581] : INFO : Epoch 570 | loss: 0.000129992 | val_loss: 0.000144099 | Time: 2322.93 ms
[2020-12-17 23:55:43 main:581] : INFO : Epoch 571 | loss: 0.000124846 | val_loss: 0.000142946 | Time: 2320.89 ms
[2020-12-17 23:55:45 main:581] : INFO : Epoch 572 | loss: 0.00013476 | val_loss: 0.000148504 | Time: 2319.2 ms
[2020-12-17 23:55:47 main:581] : INFO : Epoch 573 | loss: 0.000126153 | val_loss: 0.000139084 | Time: 2321.6 ms
[2020-12-17 23:55:49 main:581] : INFO : Epoch 574 | loss: 0.000120548 | val_loss: 0.000138798 | Time: 2310.36 ms
[2020-12-17 23:55:52 main:581] : INFO : Epoch 575 | loss: 0.000122227 | val_loss: 0.000145132 | Time: 2308.1 ms
[2020-12-17 23:55:54 main:581] : INFO : Epoch 576 | loss: 0.000134811 | val_loss: 0.00016196 | Time: 2316.08 ms
[2020-12-17 23:55:56 main:581] : INFO : Epoch 577 | loss: 0.000129454 | val_loss: 0.000144907 | Time: 2321.16 ms
[2020-12-17 23:55:59 main:581] : INFO : Epoch 578 | loss: 0.00013162 | val_loss: 0.000139827 | Time: 2337.75 ms
[2020-12-17 23:56:01 main:581] : INFO : Epoch 579 | loss: 0.000123536 | val_loss: 0.000138905 | Time: 2314.27 ms
[2020-12-17 23:56:03 main:581] : INFO : Epoch 580 | loss: 0.000126355 | val_loss: 0.000141152 | Time: 2314.19 ms
[2020-12-17 23:56:06 main:581] : INFO : Epoch 581 | loss: 0.000123894 | val_loss: 0.000139099 | Time: 2329.04 ms
[2020-12-17 23:56:08 main:581] : INFO : Epoch 582 | loss: 0.000121511 | val_loss: 0.000137696 | Time: 2328.96 ms
[2020-12-17 23:56:10 main:581] : INFO : Epoch 583 | loss: 0.000125894 | val_loss: 0.000147221 | Time: 2328.4 ms
[2020-12-17 23:56:13 main:581] : INFO : Epoch 584 | loss: 0.000126679 | val_loss: 0.000143357 | Time: 2319.88 ms
[2020-12-17 23:56:15 main:581] : INFO : Epoch 585 | loss: 0.000125724 | val_loss: 0.000144853 | Time: 2351.18 ms
[2020-12-17 23:56:17 main:581] : INFO : Epoch 586 | loss: 0.000135932 | val_loss: 0.000162351 | Time: 2336.46 ms
[2020-12-17 23:56:20 main:581] : INFO : Epoch 587 | loss: 0.000135287 | val_loss: 0.000146711 | Time: 2302.24 ms
[2020-12-17 23:56:22 main:581] : INFO : Epoch 588 | loss: 0.000127241 | val_loss: 0.000144179 | Time: 2318.49 ms
[2020-12-17 23:56:24 main:581] : INFO : Epoch 589 | loss: 0.00012513 | val_loss: 0.000141353 | Time: 2327.78 ms
[2020-12-17 23:56:27 main:581] : INFO : Epoch 590 | loss: 0.000123271 | val_loss: 0.000145746 | Time: 2299.11 ms
[2020-12-17 23:56:29 main:581] : INFO : Epoch 591 | loss: 0.000134272 | val_loss: 0.000147646 | Time: 2298.86 ms
[2020-12-17 23:56:31 main:581] : INFO : Epoch 592 | loss: 0.000123993 | val_loss: 0.000136701 | Time: 2308.69 ms
[2020-12-17 23:56:34 main:581] : INFO : Epoch 593 | loss: 0.000119424 | val_loss: 0.000140108 | Time: 2325.14 ms
[2020-12-17 23:56:36 main:581] : INFO : Epoch 594 | loss: 0.000130794 | val_loss: 0.000152945 | Time: 2346.53 ms
[2020-12-17 23:56:38 main:581] : INFO : Epoch 595 | loss: 0.000135603 | val_loss: 0.000153354 | Time: 2332.85 ms
[2020-12-17 23:56:41 main:581] : INFO : Epoch 596 | loss: 0.000127513 | val_loss: 0.000138408 | Time: 2349.26 ms
[2020-12-17 23:56:43 main:581] : INFO : Epoch 597 | loss: 0.000120668 | val_loss: 0.000137183 | Time: 2291.59 ms
[2020-12-17 23:56:45 main:581] : INFO : Epoch 598 | loss: 0.000119187 | val_loss: 0.000138443 | Time: 2289.05 ms
[2020-12-17 23:56:47 main:581] : INFO : Epoch 599 | loss: 0.000134864 | val_loss: 0.000153739 | Time: 2292.63 ms
[2020-12-17 23:56:50 main:581] : INFO : Epoch 600 | loss: 0.00014341 | val_loss: 0.000151854 | Time: 2342.07 ms
[2020-12-17 23:56:52 main:581] : INFO : Epoch 601 | loss: 0.000129776 | val_loss: 0.000146159 | Time: 2333.2 ms
[2020-12-17 23:56:54 main:581] : INFO : Epoch 602 | loss: 0.000125801 | val_loss: 0.000142093 | Time: 2326.11 ms
[2020-12-17 23:56:57 main:581] : INFO : Epoch 603 | loss: 0.000122519 | val_loss: 0.000139017 | Time: 2327.31 ms
[2020-12-17 23:56:59 main:581] : INFO : Epoch 604 | loss: 0.000120241 | val_loss: 0.000136741 | Time: 2325.07 ms
[2020-12-17 23:57:01 main:581] : INFO : Epoch 605 | loss: 0.000130521 | val_loss: 0.000172438 | Time: 2311.48 ms
[2020-12-17 23:57:04 main:581] : INFO : Epoch 606 | loss: 0.000135957 | val_loss: 0.000147526 | Time: 2308.58 ms
[2020-12-17 23:57:06 main:581] : INFO : Epoch 607 | loss: 0.000121842 | val_loss: 0.000136168 | Time: 2311.55 ms
[2020-12-17 23:57:08 main:581] : INFO : Epoch 608 | loss: 0.000118507 | val_loss: 0.000136619 | Time: 2308.56 ms
[2020-12-17 23:57:11 main:581] : INFO : Epoch 609 | loss: 0.000120387 | val_loss: 0.000141953 | Time: 2295.17 ms
[2020-12-17 23:57:13 main:581] : INFO : Epoch 610 | loss: 0.000127519 | val_loss: 0.000142472 | Time: 2316.53 ms
[2020-12-17 23:57:15 main:581] : INFO : Epoch 611 | loss: 0.00013056 | val_loss: 0.000145686 | Time: 2329.64 ms
[2020-12-17 23:57:18 main:581] : INFO : Epoch 612 | loss: 0.000126555 | val_loss: 0.000138487 | Time: 2335.58 ms
[2020-12-17 23:57:20 main:581] : INFO : Epoch 613 | loss: 0.000120195 | val_loss: 0.000142564 | Time: 2323.59 ms
[2020-12-17 23:57:22 main:581] : INFO : Epoch 614 | loss: 0.000149125 | val_loss: 0.000185698 | Time: 2332.9 ms
[2020-12-17 23:57:25 main:581] : INFO : Epoch 615 | loss: 0.000142437 | val_loss: 0.000144757 | Time: 2330.53 ms
[2020-12-17 23:57:27 main:581] : INFO : Epoch 616 | loss: 0.000122615 | val_loss: 0.000137554 | Time: 2335.97 ms
[2020-12-17 23:57:29 main:581] : INFO : Epoch 617 | loss: 0.000118567 | val_loss: 0.00013756 | Time: 2334.7 ms
[2020-12-17 23:57:32 main:581] : INFO : Epoch 618 | loss: 0.000119384 | val_loss: 0.000138513 | Time: 2333.43 ms
[2020-12-17 23:57:34 main:581] : INFO : Epoch 619 | loss: 0.000122844 | val_loss: 0.000146141 | Time: 2334.46 ms
[2020-12-17 23:57:36 main:581] : INFO : Epoch 620 | loss: 0.00012789 | val_loss: 0.000139468 | Time: 2316.22 ms
[2020-12-17 23:57:39 main:581] : INFO : Epoch 621 | loss: 0.000120532 | val_loss: 0.000140409 | Time: 2325.99 ms
[2020-12-17 23:57:41 main:581] : INFO : Epoch 622 | loss: 0.000125313 | val_loss: 0.000142275 | Time: 2325.56 ms
[2020-12-17 23:57:43 main:581] : INFO : Epoch 623 | loss: 0.000138131 | val_loss: 0.000153149 | Time: 2323.26 ms
[2020-12-17 23:57:46 main:581] : INFO : Epoch 624 | loss: 0.000127295 | val_loss: 0.000140146 | Time: 2309.51 ms
[2020-12-17 23:57:48 main:581] : INFO : Epoch 625 | loss: 0.000120152 | val_loss: 0.000137366 | Time: 2313.33 ms
[2020-12-17 23:57:50 main:581] : INFO : Epoch 626 | loss: 0.000126451 | val_loss: 0.000168808 | Time: 2321.94 ms
[2020-12-17 23:57:52 main:581] : INFO : Epoch 627 | loss: 0.000137004 | val_loss: 0.000157306 | Time: 2311.94 ms
[2020-12-17 23:57:55 main:581] : INFO : Epoch 628 | loss: 0.000130379 | val_loss: 0.000138989 | Time: 2313.19 ms
[2020-12-17 23:57:57 main:581] : INFO : Epoch 629 | loss: 0.000122777 | val_loss: 0.000136746 | Time: 2311.63 ms
[2020-12-17 23:57:59 main:581] : INFO : Epoch 630 | loss: 0.000124876 | val_loss: 0.000147451 | Time: 2320.43 ms
[2020-12-17 23:58:02 main:581] : INFO : Epoch 631 | loss: 0.000123637 | val_loss: 0.00014149 | Time: 2316.43 ms
[2020-12-17 23:58:04 main:581] : INFO : Epoch 632 | loss: 0.000121593 | val_loss: 0.000140919 | Time: 2313.57 ms
[2020-12-17 23:58:06 main:581] : INFO : Epoch 633 | loss: 0.000124067 | val_loss: 0.000148828 | Time: 2311.22 ms
[2020-12-17 23:58:09 main:581] : INFO : Epoch 634 | loss: 0.000127249 | val_loss: 0.000143178 | Time: 2303.62 ms
[2020-12-17 23:58:11 main:581] : INFO : Epoch 635 | loss: 0.000129353 | val_loss: 0.000142816 | Time: 2312.46 ms
[2020-12-17 23:58:13 main:581] : INFO : Epoch 636 | loss: 0.000124973 | val_loss: 0.000154169 | Time: 2307.16 ms
[2020-12-17 23:58:16 main:581] : INFO : Epoch 637 | loss: 0.000139028 | val_loss: 0.000144836 | Time: 2316.59 ms
[2020-12-17 23:58:18 main:581] : INFO : Epoch 638 | loss: 0.000122352 | val_loss: 0.000136491 | Time: 2314.11 ms
[2020-12-17 23:58:20 main:581] : INFO : Epoch 639 | loss: 0.000118333 | val_loss: 0.0001373 | Time: 2313.9 ms
[2020-12-17 23:58:23 main:581] : INFO : Epoch 640 | loss: 0.000121544 | val_loss: 0.000149342 | Time: 2301 ms
[2020-12-17 23:58:25 main:581] : INFO : Epoch 641 | loss: 0.000140984 | val_loss: 0.000153417 | Time: 2329.22 ms
[2020-12-17 23:58:27 main:581] : INFO : Epoch 642 | loss: 0.000129203 | val_loss: 0.000151992 | Time: 2315.8 ms
[2020-12-17 23:58:30 main:581] : INFO : Epoch 643 | loss: 0.000129643 | val_loss: 0.000140451 | Time: 2324.19 ms
[2020-12-17 23:58:32 main:581] : INFO : Epoch 644 | loss: 0.000121868 | val_loss: 0.000141719 | Time: 2308.55 ms
[2020-12-17 23:58:34 main:581] : INFO : Epoch 645 | loss: 0.000129343 | val_loss: 0.000141681 | Time: 2319.77 ms
[2020-12-17 23:58:36 main:581] : INFO : Epoch 646 | loss: 0.000122969 | val_loss: 0.000141505 | Time: 2324.11 ms
[2020-12-17 23:58:39 main:581] : INFO : Epoch 647 | loss: 0.000121787 | val_loss: 0.0001398 | Time: 2331.96 ms
[2020-12-17 23:58:41 main:581] : INFO : Epoch 648 | loss: 0.00012593 | val_loss: 0.000150531 | Time: 2339.63 ms
[2020-12-17 23:58:43 main:581] : INFO : Epoch 649 | loss: 0.000134844 | val_loss: 0.000147833 | Time: 2330.25 ms
[2020-12-17 23:58:46 main:581] : INFO : Epoch 650 | loss: 0.000125502 | val_loss: 0.000139508 | Time: 2334.15 ms
[2020-12-17 23:58:48 main:581] : INFO : Epoch 651 | loss: 0.000120934 | val_loss: 0.000137146 | Time: 2330.66 ms
[2020-12-17 23:58:50 main:581] : INFO : Epoch 652 | loss: 0.000133344 | val_loss: 0.000165546 | Time: 2320.39 ms
[2020-12-17 23:58:53 main:581] : INFO : Epoch 653 | loss: 0.000128199 | val_loss: 0.00014283 | Time: 2321.75 ms
[2020-12-17 23:58:55 main:581] : INFO : Epoch 654 | loss: 0.000131336 | val_loss: 0.000155009 | Time: 2319.3 ms
[2020-12-17 23:58:57 main:581] : INFO : Epoch 655 | loss: 0.000124171 | val_loss: 0.000137311 | Time: 2313.47 ms
[2020-12-17 23:59:00 main:581] : INFO : Epoch 656 | loss: 0.000120027 | val_loss: 0.000143475 | Time: 2317.08 ms
[2020-12-17 23:59:02 main:581] : INFO : Epoch 657 | loss: 0.00012364 | val_loss: 0.000137663 | Time: 2291.85 ms
[2020-12-17 23:59:04 main:581] : INFO : Epoch 658 | loss: 0.000139056 | val_loss: 0.000149584 | Time: 2304.57 ms
[2020-12-17 23:59:07 main:581] : INFO : Epoch 659 | loss: 0.000131947 | val_loss: 0.000148518 | Time: 2313.82 ms
[2020-12-17 23:59:09 main:581] : INFO : Epoch 660 | loss: 0.000123928 | val_loss: 0.000136453 | Time: 2320.69 ms
[2020-12-17 23:59:11 main:581] : INFO : Epoch 661 | loss: 0.000120304 | val_loss: 0.000140162 | Time: 2314.87 ms
[2020-12-17 23:59:14 main:581] : INFO : Epoch 662 | loss: 0.000120798 | val_loss: 0.000140218 | Time: 2300.98 ms
[2020-12-17 23:59:16 main:581] : INFO : Epoch 663 | loss: 0.000145784 | val_loss: 0.000148546 | Time: 2306.79 ms
[2020-12-17 23:59:18 main:581] : INFO : Epoch 664 | loss: 0.000130599 | val_loss: 0.000145552 | Time: 2294.07 ms
[2020-12-17 23:59:20 main:581] : INFO : Epoch 665 | loss: 0.000131248 | val_loss: 0.000143133 | Time: 2301.08 ms
[2020-12-17 23:59:23 main:581] : INFO : Epoch 666 | loss: 0.000122101 | val_loss: 0.000138022 | Time: 2306.8 ms
[2020-12-17 23:59:25 main:581] : INFO : Epoch 667 | loss: 0.000119334 | val_loss: 0.00013456 | Time: 2296.53 ms
[2020-12-17 23:59:27 main:581] : INFO : Epoch 668 | loss: 0.000117132 | val_loss: 0.000138498 | Time: 2292.42 ms
[2020-12-17 23:59:30 main:581] : INFO : Epoch 669 | loss: 0.000128762 | val_loss: 0.000164782 | Time: 2302.54 ms
[2020-12-17 23:59:32 main:581] : INFO : Epoch 670 | loss: 0.000134203 | val_loss: 0.000144303 | Time: 2299.27 ms
[2020-12-17 23:59:34 main:581] : INFO : Epoch 671 | loss: 0.000129696 | val_loss: 0.000155825 | Time: 2292 ms
[2020-12-17 23:59:37 main:581] : INFO : Epoch 672 | loss: 0.000125002 | val_loss: 0.000139257 | Time: 2294.62 ms
[2020-12-17 23:59:39 main:581] : INFO : Epoch 673 | loss: 0.000119711 | val_loss: 0.00013763 | Time: 2308.7 ms
[2020-12-17 23:59:41 main:581] : INFO : Epoch 674 | loss: 0.000120998 | val_loss: 0.000139932 | Time: 2305.94 ms
[2020-12-17 23:59:43 main:581] : INFO : Epoch 675 | loss: 0.000126579 | val_loss: 0.000143228 | Time: 2301.44 ms
[2020-12-17 23:59:46 main:581] : INFO : Epoch 676 | loss: 0.000130182 | val_loss: 0.000161625 | Time: 2306.71 ms
[2020-12-17 23:59:48 main:581] : INFO : Epoch 677 | loss: 0.000133123 | val_loss: 0.00014527 | Time: 2302.14 ms
[2020-12-17 23:59:50 main:581] : INFO : Epoch 678 | loss: 0.000126009 | val_loss: 0.000144256 | Time: 2298.84 ms
[2020-12-17 23:59:53 main:581] : INFO : Epoch 679 | loss: 0.000131072 | val_loss: 0.000148729 | Time: 2304.04 ms
[2020-12-17 23:59:55 main:581] : INFO : Epoch 680 | loss: 0.000124753 | val_loss: 0.000137994 | Time: 2297.55 ms
[2020-12-17 23:59:57 main:581] : INFO : Epoch 681 | loss: 0.000119662 | val_loss: 0.000137747 | Time: 2300.69 ms
[2020-12-18 00:00:00 main:581] : INFO : Epoch 682 | loss: 0.00012138 | val_loss: 0.000141411 | Time: 2295.12 ms
[2020-12-18 00:00:02 main:581] : INFO : Epoch 683 | loss: 0.000124675 | val_loss: 0.000142407 | Time: 2309.65 ms
[2020-12-18 00:00:04 main:581] : INFO : Epoch 684 | loss: 0.00013376 | val_loss: 0.000150465 | Time: 2290.12 ms
[2020-12-18 00:00:06 main:581] : INFO : Epoch 685 | loss: 0.000128788 | val_loss: 0.000140497 | Time: 2265.9 ms
[2020-12-18 00:00:09 main:581] : INFO : Epoch 686 | loss: 0.000125505 | val_loss: 0.000143149 | Time: 2279.1 ms
[2020-12-18 00:00:11 main:581] : INFO : Epoch 687 | loss: 0.000126266 | val_loss: 0.0001385 | Time: 2265.75 ms
[2020-12-18 00:00:13 main:581] : INFO : Epoch 688 | loss: 0.000120928 | val_loss: 0.000146205 | Time: 2276.11 ms
[2020-12-18 00:00:16 main:581] : INFO : Epoch 689 | loss: 0.00012699 | val_loss: 0.000144344 | Time: 2293.03 ms
[2020-12-18 00:00:18 main:581] : INFO : Epoch 690 | loss: 0.000127127 | val_loss: 0.00015171 | Time: 2320.2 ms
[2020-12-18 00:00:20 main:581] : INFO : Epoch 691 | loss: 0.000130079 | val_loss: 0.000151159 | Time: 2331.53 ms
[2020-12-18 00:00:23 main:581] : INFO : Epoch 692 | loss: 0.000140663 | val_loss: 0.000145581 | Time: 2324.28 ms
[2020-12-18 00:00:25 main:581] : INFO : Epoch 693 | loss: 0.000123751 | val_loss: 0.000142479 | Time: 2324.88 ms
[2020-12-18 00:00:27 main:581] : INFO : Epoch 694 | loss: 0.000124184 | val_loss: 0.000143001 | Time: 2324.76 ms
[2020-12-18 00:00:30 main:581] : INFO : Epoch 695 | loss: 0.000119696 | val_loss: 0.000136225 | Time: 2325.75 ms
[2020-12-18 00:00:32 main:581] : INFO : Epoch 696 | loss: 0.000120011 | val_loss: 0.000149678 | Time: 2345.28 ms
[2020-12-18 00:00:34 main:581] : INFO : Epoch 697 | loss: 0.00013599 | val_loss: 0.000148235 | Time: 2313.73 ms
[2020-12-18 00:00:37 main:581] : INFO : Epoch 698 | loss: 0.000126465 | val_loss: 0.00014289 | Time: 2306.76 ms
[2020-12-18 00:00:39 main:581] : INFO : Epoch 699 | loss: 0.000130186 | val_loss: 0.000149982 | Time: 2339.54 ms
[2020-12-18 00:00:41 main:581] : INFO : Epoch 700 | loss: 0.00012421 | val_loss: 0.000139796 | Time: 2329.03 ms
[2020-12-18 00:00:43 main:581] : INFO : Epoch 701 | loss: 0.000120877 | val_loss: 0.000140056 | Time: 2327.3 ms
[2020-12-18 00:00:46 main:581] : INFO : Epoch 702 | loss: 0.000124357 | val_loss: 0.000143609 | Time: 2316.2 ms
[2020-12-18 00:00:48 main:581] : INFO : Epoch 703 | loss: 0.000121242 | val_loss: 0.000142595 | Time: 2322.94 ms
[2020-12-18 00:00:50 main:581] : INFO : Epoch 704 | loss: 0.000127186 | val_loss: 0.000145718 | Time: 2318.16 ms
[2020-12-18 00:00:53 main:581] : INFO : Epoch 705 | loss: 0.000124135 | val_loss: 0.000141393 | Time: 2316.52 ms
[2020-12-18 00:00:55 main:581] : INFO : Epoch 706 | loss: 0.000126556 | val_loss: 0.000157274 | Time: 2336.9 ms
[2020-12-18 00:00:57 main:581] : INFO : Epoch 707 | loss: 0.000134484 | val_loss: 0.000147746 | Time: 2335.97 ms
[2020-12-18 00:01:00 main:581] : INFO : Epoch 708 | loss: 0.000124333 | val_loss: 0.00014002 | Time: 2307.8 ms
[2020-12-18 00:01:02 main:581] : INFO : Epoch 709 | loss: 0.00012151 | val_loss: 0.000141001 | Time: 2319.4 ms
[2020-12-18 00:01:04 main:581] : INFO : Epoch 710 | loss: 0.000130019 | val_loss: 0.000164537 | Time: 2345.92 ms
[2020-12-18 00:01:07 main:581] : INFO : Epoch 711 | loss: 0.000131194 | val_loss: 0.000145027 | Time: 2331.89 ms
[2020-12-18 00:01:09 main:581] : INFO : Epoch 712 | loss: 0.000126326 | val_loss: 0.000146368 | Time: 2344.31 ms
[2020-12-18 00:01:11 main:581] : INFO : Epoch 713 | loss: 0.000123493 | val_loss: 0.000147172 | Time: 2315.16 ms
[2020-12-18 00:01:14 main:581] : INFO : Epoch 714 | loss: 0.000127717 | val_loss: 0.000146086 | Time: 2311.98 ms
[2020-12-18 00:01:16 main:581] : INFO : Epoch 715 | loss: 0.000123599 | val_loss: 0.00013876 | Time: 2304.39 ms
[2020-12-18 00:01:18 main:581] : INFO : Epoch 716 | loss: 0.000125846 | val_loss: 0.000151441 | Time: 2316.16 ms
[2020-12-18 00:01:21 main:581] : INFO : Epoch 717 | loss: 0.00012693 | val_loss: 0.000140506 | Time: 2321.56 ms
[2020-12-18 00:01:23 main:581] : INFO : Epoch 718 | loss: 0.000119827 | val_loss: 0.000135815 | Time: 2330.96 ms
[2020-12-18 00:01:25 main:581] : INFO : Epoch 719 | loss: 0.000120171 | val_loss: 0.000145521 | Time: 2333.88 ms
[2020-12-18 00:01:28 main:581] : INFO : Epoch 720 | loss: 0.000130798 | val_loss: 0.000146027 | Time: 2321.48 ms
[2020-12-18 00:01:30 main:581] : INFO : Epoch 721 | loss: 0.000131454 | val_loss: 0.000153305 | Time: 2325.98 ms
[2020-12-18 00:01:32 main:581] : INFO : Epoch 722 | loss: 0.000136467 | val_loss: 0.000150617 | Time: 2340.27 ms
[2020-12-18 00:01:35 main:581] : INFO : Epoch 723 | loss: 0.000124768 | val_loss: 0.000139465 | Time: 2338.37 ms
[2020-12-18 00:01:37 main:581] : INFO : Epoch 724 | loss: 0.000120071 | val_loss: 0.000141788 | Time: 2338.97 ms
[2020-12-18 00:01:39 main:581] : INFO : Epoch 725 | loss: 0.000123621 | val_loss: 0.000144048 | Time: 2333.97 ms
[2020-12-18 00:01:42 main:581] : INFO : Epoch 726 | loss: 0.000130479 | val_loss: 0.000148124 | Time: 2341.28 ms
[2020-12-18 00:01:44 main:581] : INFO : Epoch 727 | loss: 0.000127394 | val_loss: 0.000138838 | Time: 2334.34 ms
[2020-12-18 00:01:46 main:581] : INFO : Epoch 728 | loss: 0.000119063 | val_loss: 0.000142303 | Time: 2312.29 ms
[2020-12-18 00:01:49 main:581] : INFO : Epoch 729 | loss: 0.000125903 | val_loss: 0.000145584 | Time: 2304.07 ms
[2020-12-18 00:01:51 main:581] : INFO : Epoch 730 | loss: 0.000123925 | val_loss: 0.000140515 | Time: 2306.01 ms
[2020-12-18 00:01:53 main:581] : INFO : Epoch 731 | loss: 0.000132651 | val_loss: 0.000148215 | Time: 2299.13 ms
[2020-12-18 00:01:56 main:581] : INFO : Epoch 732 | loss: 0.000131511 | val_loss: 0.000145953 | Time: 2317.66 ms
[2020-12-18 00:01:58 main:581] : INFO : Epoch 733 | loss: 0.000126029 | val_loss: 0.000142606 | Time: 2308.94 ms
[2020-12-18 00:02:00 main:581] : INFO : Epoch 734 | loss: 0.000120195 | val_loss: 0.000139491 | Time: 2329.66 ms
[2020-12-18 00:02:02 main:581] : INFO : Epoch 735 | loss: 0.00012335 | val_loss: 0.000143367 | Time: 2314.42 ms
[2020-12-18 00:02:05 main:581] : INFO : Epoch 736 | loss: 0.000121326 | val_loss: 0.00014124 | Time: 2299.8 ms
[2020-12-18 00:02:07 main:581] : INFO : Epoch 737 | loss: 0.000134124 | val_loss: 0.000168165 | Time: 2283.1 ms
[2020-12-18 00:02:09 main:581] : INFO : Epoch 738 | loss: 0.000135972 | val_loss: 0.000144138 | Time: 2315.78 ms
[2020-12-18 00:02:12 main:581] : INFO : Epoch 739 | loss: 0.000125832 | val_loss: 0.000150069 | Time: 2343.27 ms
[2020-12-18 00:02:14 main:581] : INFO : Epoch 740 | loss: 0.000125335 | val_loss: 0.000137126 | Time: 2337 ms
[2020-12-18 00:02:16 main:581] : INFO : Epoch 741 | loss: 0.000117966 | val_loss: 0.000136321 | Time: 2347.78 ms
[2020-12-18 00:02:19 main:581] : INFO : Epoch 742 | loss: 0.000117744 | val_loss: 0.000140259 | Time: 2328.23 ms
[2020-12-18 00:02:21 main:581] : INFO : Epoch 743 | loss: 0.000140861 | val_loss: 0.000154 | Time: 2317.91 ms
[2020-12-18 00:02:23 main:581] : INFO : Epoch 744 | loss: 0.000130095 | val_loss: 0.000142232 | Time: 2325.57 ms
[2020-12-18 00:02:26 main:581] : INFO : Epoch 745 | loss: 0.000122363 | val_loss: 0.000139741 | Time: 2316.44 ms
[2020-12-18 00:02:28 main:581] : INFO : Epoch 746 | loss: 0.000120217 | val_loss: 0.000137861 | Time: 2330.27 ms
[2020-12-18 00:02:30 main:581] : INFO : Epoch 747 | loss: 0.000123537 | val_loss: 0.000142696 | Time: 2313.85 ms
[2020-12-18 00:02:33 main:581] : INFO : Epoch 748 | loss: 0.000125895 | val_loss: 0.000144352 | Time: 2295.54 ms
[2020-12-18 00:02:35 main:581] : INFO : Epoch 749 | loss: 0.000125897 | val_loss: 0.00014808 | Time: 2286.87 ms
[2020-12-18 00:02:37 main:581] : INFO : Epoch 750 | loss: 0.000127705 | val_loss: 0.00014184 | Time: 2306.8 ms
[2020-12-18 00:02:40 main:581] : INFO : Epoch 751 | loss: 0.00012309 | val_loss: 0.000142692 | Time: 2299.66 ms
[2020-12-18 00:02:42 main:581] : INFO : Epoch 752 | loss: 0.000134009 | val_loss: 0.000147366 | Time: 2289.05 ms
[2020-12-18 00:02:44 main:581] : INFO : Epoch 753 | loss: 0.000125083 | val_loss: 0.000152121 | Time: 2296.88 ms
[2020-12-18 00:02:46 main:581] : INFO : Epoch 754 | loss: 0.000144896 | val_loss: 0.000152105 | Time: 2302.62 ms
[2020-12-18 00:02:49 main:581] : INFO : Epoch 755 | loss: 0.000124493 | val_loss: 0.000140435 | Time: 2298.56 ms
[2020-12-18 00:02:51 main:581] : INFO : Epoch 756 | loss: 0.000121101 | val_loss: 0.000140694 | Time: 2303.5 ms
[2020-12-18 00:02:53 main:581] : INFO : Epoch 757 | loss: 0.000119966 | val_loss: 0.000138073 | Time: 2297.14 ms
[2020-12-18 00:02:56 main:581] : INFO : Epoch 758 | loss: 0.000125108 | val_loss: 0.000153493 | Time: 2302.07 ms
[2020-12-18 00:02:58 main:581] : INFO : Epoch 759 | loss: 0.000133399 | val_loss: 0.000153228 | Time: 2303.08 ms
[2020-12-18 00:03:00 main:581] : INFO : Epoch 760 | loss: 0.000129745 | val_loss: 0.000153157 | Time: 2316.94 ms
[2020-12-18 00:03:03 main:581] : INFO : Epoch 761 | loss: 0.000125658 | val_loss: 0.000144795 | Time: 2353.03 ms
[2020-12-18 00:03:05 main:581] : INFO : Epoch 762 | loss: 0.000121279 | val_loss: 0.000138828 | Time: 2343.96 ms
[2020-12-18 00:03:07 main:581] : INFO : Epoch 763 | loss: 0.000119175 | val_loss: 0.000139145 | Time: 2322.71 ms
[2020-12-18 00:03:10 main:581] : INFO : Epoch 764 | loss: 0.000121499 | val_loss: 0.000140967 | Time: 2321.66 ms
[2020-12-18 00:03:12 main:581] : INFO : Epoch 765 | loss: 0.000127123 | val_loss: 0.000145204 | Time: 2326.81 ms
[2020-12-18 00:03:14 main:581] : INFO : Epoch 766 | loss: 0.000131607 | val_loss: 0.000144363 | Time: 2321.35 ms
[2020-12-18 00:03:17 main:581] : INFO : Epoch 767 | loss: 0.00012064 | val_loss: 0.000138308 | Time: 2329.95 ms
[2020-12-18 00:03:19 main:581] : INFO : Epoch 768 | loss: 0.000120209 | val_loss: 0.000141202 | Time: 2307.72 ms
[2020-12-18 00:03:21 main:581] : INFO : Epoch 769 | loss: 0.000120151 | val_loss: 0.000139458 | Time: 2315.47 ms
[2020-12-18 00:03:24 main:581] : INFO : Epoch 770 | loss: 0.000133533 | val_loss: 0.000162244 | Time: 2318.72 ms
[2020-12-18 00:03:26 main:581] : INFO : Epoch 771 | loss: 0.000129293 | val_loss: 0.000142549 | Time: 2330.42 ms
[2020-12-18 00:03:28 main:581] : INFO : Epoch 772 | loss: 0.000125542 | val_loss: 0.000146771 | Time: 2334.1 ms
[2020-12-18 00:03:31 main:581] : INFO : Epoch 773 | loss: 0.000124521 | val_loss: 0.000140009 | Time: 2321.67 ms
[2020-12-18 00:03:33 main:581] : INFO : Epoch 774 | loss: 0.000121574 | val_loss: 0.000147397 | Time: 2323.19 ms
[2020-12-18 00:03:35 main:581] : INFO : Epoch 775 | loss: 0.000128157 | val_loss: 0.00014247 | Time: 2169.15 ms
[2020-12-18 00:03:37 main:581] : INFO : Epoch 776 | loss: 0.000120708 | val_loss: 0.000140109 | Time: 2028.24 ms
[2020-12-18 00:03:39 main:581] : INFO : Epoch 777 | loss: 0.000124276 | val_loss: 0.000152423 | Time: 2339.61 ms
[2020-12-18 00:03:42 main:581] : INFO : Epoch 778 | loss: 0.000126882 | val_loss: 0.000145397 | Time: 2311.19 ms
[2020-12-18 00:03:44 main:581] : INFO : Epoch 779 | loss: 0.000130853 | val_loss: 0.000160474 | Time: 2325.15 ms
[2020-12-18 00:03:46 main:581] : INFO : Epoch 780 | loss: 0.000131423 | val_loss: 0.000149193 | Time: 2308.49 ms
[2020-12-18 00:03:49 main:581] : INFO : Epoch 781 | loss: 0.000127584 | val_loss: 0.000145293 | Time: 2329.59 ms
[2020-12-18 00:03:51 main:581] : INFO : Epoch 782 | loss: 0.000121326 | val_loss: 0.000140102 | Time: 2316.81 ms
[2020-12-18 00:03:53 main:581] : INFO : Epoch 783 | loss: 0.000120985 | val_loss: 0.000138779 | Time: 2323.12 ms
[2020-12-18 00:03:56 main:581] : INFO : Epoch 784 | loss: 0.000123843 | val_loss: 0.000148763 | Time: 2321.33 ms
[2020-12-18 00:03:58 main:581] : INFO : Epoch 785 | loss: 0.000128272 | val_loss: 0.000154999 | Time: 2320.21 ms
[2020-12-18 00:04:00 main:581] : INFO : Epoch 786 | loss: 0.000147429 | val_loss: 0.000154775 | Time: 2306.52 ms
[2020-12-18 00:04:03 main:581] : INFO : Epoch 787 | loss: 0.000127144 | val_loss: 0.000140802 | Time: 2300.71 ms
[2020-12-18 00:04:05 main:581] : INFO : Epoch 788 | loss: 0.000120024 | val_loss: 0.000140664 | Time: 2309.1 ms
[2020-12-18 00:04:07 main:581] : INFO : Epoch 789 | loss: 0.000122731 | val_loss: 0.000142248 | Time: 2314.51 ms
[2020-12-18 00:04:09 main:581] : INFO : Epoch 790 | loss: 0.000122994 | val_loss: 0.000144608 | Time: 2297.4 ms
[2020-12-18 00:04:12 main:581] : INFO : Epoch 791 | loss: 0.000121731 | val_loss: 0.000146237 | Time: 2301.28 ms
[2020-12-18 00:04:14 main:581] : INFO : Epoch 792 | loss: 0.00013008 | val_loss: 0.000158414 | Time: 2313.31 ms
[2020-12-18 00:04:16 main:581] : INFO : Epoch 793 | loss: 0.000127854 | val_loss: 0.000138621 | Time: 2309.83 ms
[2020-12-18 00:04:19 main:581] : INFO : Epoch 794 | loss: 0.000120015 | val_loss: 0.000135907 | Time: 2305.62 ms
[2020-12-18 00:04:21 main:581] : INFO : Epoch 795 | loss: 0.0001179 | val_loss: 0.000142116 | Time: 2305.82 ms
[2020-12-18 00:04:23 main:581] : INFO : Epoch 796 | loss: 0.000141963 | val_loss: 0.000158364 | Time: 2303.83 ms
[2020-12-18 00:04:26 main:581] : INFO : Epoch 797 | loss: 0.000129955 | val_loss: 0.000143039 | Time: 2300.43 ms
[2020-12-18 00:04:28 main:581] : INFO : Epoch 798 | loss: 0.000123782 | val_loss: 0.000138815 | Time: 2315.45 ms
[2020-12-18 00:04:30 main:581] : INFO : Epoch 799 | loss: 0.000120747 | val_loss: 0.000143579 | Time: 2316.55 ms
[2020-12-18 00:04:33 main:581] : INFO : Epoch 800 | loss: 0.00012473 | val_loss: 0.000148713 | Time: 2300.02 ms
[2020-12-18 00:04:35 main:581] : INFO : Epoch 801 | loss: 0.000123336 | val_loss: 0.000137565 | Time: 2296.8 ms
[2020-12-18 00:04:37 main:581] : INFO : Epoch 802 | loss: 0.000120178 | val_loss: 0.000142886 | Time: 2313.35 ms
[2020-12-18 00:04:39 main:581] : INFO : Epoch 803 | loss: 0.000125332 | val_loss: 0.000157542 | Time: 2313.89 ms
[2020-12-18 00:04:42 main:581] : INFO : Epoch 804 | loss: 0.000130286 | val_loss: 0.000148869 | Time: 2305.16 ms
[2020-12-18 00:04:44 main:581] : INFO : Epoch 805 | loss: 0.000128973 | val_loss: 0.000141261 | Time: 2322.96 ms
[2020-12-18 00:04:46 main:581] : INFO : Epoch 806 | loss: 0.000122572 | val_loss: 0.000141793 | Time: 2310.74 ms
[2020-12-18 00:04:49 main:581] : INFO : Epoch 807 | loss: 0.000126077 | val_loss: 0.00014609 | Time: 2312.33 ms
[2020-12-18 00:04:51 main:581] : INFO : Epoch 808 | loss: 0.000122979 | val_loss: 0.000138929 | Time: 2310.26 ms
[2020-12-18 00:04:53 main:581] : INFO : Epoch 809 | loss: 0.000117938 | val_loss: 0.000140624 | Time: 2316.35 ms
[2020-12-18 00:04:56 main:581] : INFO : Epoch 810 | loss: 0.000125957 | val_loss: 0.000147678 | Time: 2321.07 ms
[2020-12-18 00:04:58 main:581] : INFO : Epoch 811 | loss: 0.000124269 | val_loss: 0.000148971 | Time: 2307.71 ms
[2020-12-18 00:05:00 main:581] : INFO : Epoch 812 | loss: 0.000129714 | val_loss: 0.000142744 | Time: 2304.31 ms
[2020-12-18 00:05:03 main:581] : INFO : Epoch 813 | loss: 0.000119877 | val_loss: 0.000141311 | Time: 2300.39 ms
[2020-12-18 00:05:05 main:581] : INFO : Epoch 814 | loss: 0.00012424 | val_loss: 0.000158822 | Time: 2307.61 ms
[2020-12-18 00:05:07 main:581] : INFO : Epoch 815 | loss: 0.000131903 | val_loss: 0.000150785 | Time: 2306.96 ms
[2020-12-18 00:05:09 main:581] : INFO : Epoch 816 | loss: 0.000122174 | val_loss: 0.000142002 | Time: 2307.75 ms
[2020-12-18 00:05:12 main:581] : INFO : Epoch 817 | loss: 0.000126789 | val_loss: 0.000147423 | Time: 2309.9 ms
[2020-12-18 00:05:14 main:581] : INFO : Epoch 818 | loss: 0.000121941 | val_loss: 0.000139036 | Time: 2331.15 ms
[2020-12-18 00:05:16 main:581] : INFO : Epoch 819 | loss: 0.000120815 | val_loss: 0.000140034 | Time: 2309.64 ms
[2020-12-18 00:05:19 main:581] : INFO : Epoch 820 | loss: 0.000121246 | val_loss: 0.000153553 | Time: 2311.24 ms
[2020-12-18 00:05:21 main:581] : INFO : Epoch 821 | loss: 0.000137057 | val_loss: 0.000156466 | Time: 2318.51 ms
[2020-12-18 00:05:23 main:581] : INFO : Epoch 822 | loss: 0.000123973 | val_loss: 0.000141094 | Time: 2336.83 ms
[2020-12-18 00:05:26 main:581] : INFO : Epoch 823 | loss: 0.000118508 | val_loss: 0.000142172 | Time: 2332.31 ms
[2020-12-18 00:05:28 main:581] : INFO : Epoch 824 | loss: 0.000123876 | val_loss: 0.000139451 | Time: 2327.55 ms
[2020-12-18 00:05:30 main:581] : INFO : Epoch 825 | loss: 0.000117345 | val_loss: 0.000140531 | Time: 2324.76 ms
[2020-12-18 00:05:33 main:581] : INFO : Epoch 826 | loss: 0.000126407 | val_loss: 0.000157078 | Time: 2315.09 ms
[2020-12-18 00:05:35 main:581] : INFO : Epoch 827 | loss: 0.000664642 | val_loss: 0.00518349 | Time: 2312.7 ms
[2020-12-18 00:05:37 main:581] : INFO : Epoch 828 | loss: 0.00576322 | val_loss: 0.00229789 | Time: 2329.36 ms
[2020-12-18 00:05:40 main:581] : INFO : Epoch 829 | loss: 0.00205353 | val_loss: 0.00122636 | Time: 2330.52 ms
[2020-12-18 00:05:42 main:581] : INFO : Epoch 830 | loss: 0.000769314 | val_loss: 0.000556231 | Time: 2341.95 ms
[2020-12-18 00:05:44 main:581] : INFO : Epoch 831 | loss: 0.000415532 | val_loss: 0.000266522 | Time: 2331.21 ms
[2020-12-18 00:05:47 main:581] : INFO : Epoch 832 | loss: 0.000219643 | val_loss: 0.000213637 | Time: 2323.23 ms
[2020-12-18 00:05:49 main:581] : INFO : Epoch 833 | loss: 0.000181528 | val_loss: 0.000192986 | Time: 2304.09 ms
[2020-12-18 00:05:51 main:581] : INFO : Epoch 834 | loss: 0.000148246 | val_loss: 0.000146428 | Time: 2305.55 ms
[2020-12-18 00:05:54 main:581] : INFO : Epoch 835 | loss: 0.000135976 | val_loss: 0.000150828 | Time: 2298.57 ms
[2020-12-18 00:05:56 main:581] : INFO : Epoch 836 | loss: 0.000130237 | val_loss: 0.000147047 | Time: 2309.64 ms
[2020-12-18 00:05:58 main:581] : INFO : Epoch 837 | loss: 0.000127756 | val_loss: 0.000145666 | Time: 2314.73 ms
[2020-12-18 00:06:01 main:581] : INFO : Epoch 838 | loss: 0.000128169 | val_loss: 0.000140111 | Time: 2325.42 ms
[2020-12-18 00:06:03 main:581] : INFO : Epoch 839 | loss: 0.000126877 | val_loss: 0.000139211 | Time: 2327.89 ms
[2020-12-18 00:06:05 main:581] : INFO : Epoch 840 | loss: 0.000125187 | val_loss: 0.000138551 | Time: 2319.77 ms
[2020-12-18 00:06:08 main:581] : INFO : Epoch 841 | loss: 0.000124482 | val_loss: 0.000137748 | Time: 2322.99 ms
[2020-12-18 00:06:10 main:581] : INFO : Epoch 842 | loss: 0.000124232 | val_loss: 0.000140491 | Time: 2341.1 ms
[2020-12-18 00:06:12 main:581] : INFO : Epoch 843 | loss: 0.000172438 | val_loss: 0.00018957 | Time: 2323.42 ms
[2020-12-18 00:06:15 main:581] : INFO : Epoch 844 | loss: 0.000143013 | val_loss: 0.000138812 | Time: 2328.28 ms
[2020-12-18 00:06:17 main:581] : INFO : Epoch 845 | loss: 0.000129589 | val_loss: 0.000137972 | Time: 2326.92 ms
[2020-12-18 00:06:19 main:581] : INFO : Epoch 846 | loss: 0.000125005 | val_loss: 0.00013641 | Time: 2328.8 ms
[2020-12-18 00:06:21 main:581] : INFO : Epoch 847 | loss: 0.000123303 | val_loss: 0.000135966 | Time: 2327.03 ms
[2020-12-18 00:06:24 main:581] : INFO : Epoch 848 | loss: 0.000121641 | val_loss: 0.000135741 | Time: 2326.8 ms
[2020-12-18 00:06:26 main:581] : INFO : Epoch 849 | loss: 0.000121312 | val_loss: 0.000135559 | Time: 2315.54 ms
[2020-12-18 00:06:28 main:581] : INFO : Epoch 850 | loss: 0.000121156 | val_loss: 0.000135624 | Time: 2309.97 ms
[2020-12-18 00:06:31 main:581] : INFO : Epoch 851 | loss: 0.000120949 | val_loss: 0.00013515 | Time: 2332.72 ms
[2020-12-18 00:06:33 main:581] : INFO : Epoch 852 | loss: 0.000120758 | val_loss: 0.000135068 | Time: 2335.65 ms
[2020-12-18 00:06:35 main:581] : INFO : Epoch 853 | loss: 0.000120537 | val_loss: 0.000134825 | Time: 2346.97 ms
[2020-12-18 00:06:38 main:581] : INFO : Epoch 854 | loss: 0.000120509 | val_loss: 0.000134698 | Time: 2349.3 ms
[2020-12-18 00:06:40 main:581] : INFO : Epoch 855 | loss: 0.000120307 | val_loss: 0.000134451 | Time: 2325.67 ms
[2020-12-18 00:06:42 main:581] : INFO : Epoch 856 | loss: 0.000120345 | val_loss: 0.000134455 | Time: 2315.02 ms
[2020-12-18 00:06:45 main:581] : INFO : Epoch 857 | loss: 0.000120062 | val_loss: 0.000134287 | Time: 2313.44 ms
[2020-12-18 00:06:47 main:581] : INFO : Epoch 858 | loss: 0.000119894 | val_loss: 0.000134105 | Time: 2299.59 ms
[2020-12-18 00:06:49 main:581] : INFO : Epoch 859 | loss: 0.000119866 | val_loss: 0.000134045 | Time: 2313.56 ms
[2020-12-18 00:06:52 main:581] : INFO : Epoch 860 | loss: 0.000119697 | val_loss: 0.000133966 | Time: 2333.1 ms
[2020-12-18 00:06:54 main:581] : INFO : Epoch 861 | loss: 0.000119699 | val_loss: 0.000134084 | Time: 2335.04 ms
[2020-12-18 00:06:56 main:581] : INFO : Epoch 862 | loss: 0.000119645 | val_loss: 0.000133953 | Time: 2337.72 ms
[2020-12-18 00:06:59 main:581] : INFO : Epoch 863 | loss: 0.000119359 | val_loss: 0.000133851 | Time: 2337.52 ms
[2020-12-18 00:07:01 main:581] : INFO : Epoch 864 | loss: 0.000119446 | val_loss: 0.000133714 | Time: 2333.57 ms
[2020-12-18 00:07:03 main:581] : INFO : Epoch 865 | loss: 0.000125608 | val_loss: 0.000182265 | Time: 2316.83 ms
[2020-12-18 00:07:06 main:581] : INFO : Epoch 866 | loss: 0.000163389 | val_loss: 0.000146458 | Time: 2338.96 ms
[2020-12-18 00:07:08 main:581] : INFO : Epoch 867 | loss: 0.000125156 | val_loss: 0.000136776 | Time: 2335.99 ms
[2020-12-18 00:07:10 main:581] : INFO : Epoch 868 | loss: 0.000119644 | val_loss: 0.000133455 | Time: 2339.51 ms
[2020-12-18 00:07:13 main:581] : INFO : Epoch 869 | loss: 0.000118706 | val_loss: 0.000133123 | Time: 2328.52 ms
[2020-12-18 00:07:15 main:581] : INFO : Epoch 870 | loss: 0.000118791 | val_loss: 0.000133099 | Time: 2316.07 ms
[2020-12-18 00:07:17 main:581] : INFO : Epoch 871 | loss: 0.000118757 | val_loss: 0.000133679 | Time: 2320.7 ms
[2020-12-18 00:07:20 main:581] : INFO : Epoch 872 | loss: 0.00011845 | val_loss: 0.00013269 | Time: 2324.08 ms
[2020-12-18 00:07:22 main:581] : INFO : Epoch 873 | loss: 0.000118377 | val_loss: 0.000133345 | Time: 2307.06 ms
[2020-12-18 00:07:24 main:581] : INFO : Epoch 874 | loss: 0.0001193 | val_loss: 0.000134687 | Time: 2299.91 ms
[2020-12-18 00:07:27 main:581] : INFO : Epoch 875 | loss: 0.000120378 | val_loss: 0.000134681 | Time: 2298.19 ms
[2020-12-18 00:07:29 main:581] : INFO : Epoch 876 | loss: 0.000119645 | val_loss: 0.000134941 | Time: 2297.87 ms
[2020-12-18 00:07:31 main:581] : INFO : Epoch 877 | loss: 0.000129498 | val_loss: 0.000142397 | Time: 2289.32 ms
[2020-12-18 00:07:33 main:581] : INFO : Epoch 878 | loss: 0.000122814 | val_loss: 0.000133768 | Time: 2299.9 ms
[2020-12-18 00:07:36 main:581] : INFO : Epoch 879 | loss: 0.000120494 | val_loss: 0.000133518 | Time: 2286.61 ms
[2020-12-18 00:07:38 main:581] : INFO : Epoch 880 | loss: 0.000120157 | val_loss: 0.000134681 | Time: 2318.3 ms
[2020-12-18 00:07:40 main:581] : INFO : Epoch 881 | loss: 0.00012002 | val_loss: 0.000133254 | Time: 2322.55 ms
[2020-12-18 00:07:43 main:581] : INFO : Epoch 882 | loss: 0.000119057 | val_loss: 0.000135048 | Time: 2312.36 ms
[2020-12-18 00:07:45 main:581] : INFO : Epoch 883 | loss: 0.000125072 | val_loss: 0.000148448 | Time: 2308.68 ms
[2020-12-18 00:07:47 main:581] : INFO : Epoch 884 | loss: 0.000129947 | val_loss: 0.000135619 | Time: 2323.02 ms
[2020-12-18 00:07:50 main:581] : INFO : Epoch 885 | loss: 0.000119778 | val_loss: 0.000133444 | Time: 2326.63 ms
[2020-12-18 00:07:52 main:581] : INFO : Epoch 886 | loss: 0.000120225 | val_loss: 0.000136353 | Time: 2317.77 ms
[2020-12-18 00:07:54 main:581] : INFO : Epoch 887 | loss: 0.000125085 | val_loss: 0.000139582 | Time: 2319.12 ms
[2020-12-18 00:07:57 main:581] : INFO : Epoch 888 | loss: 0.000123751 | val_loss: 0.00013747 | Time: 2317.55 ms
[2020-12-18 00:07:59 main:581] : INFO : Epoch 889 | loss: 0.00011984 | val_loss: 0.000135003 | Time: 2307.84 ms
[2020-12-18 00:08:01 main:581] : INFO : Epoch 890 | loss: 0.000130337 | val_loss: 0.000145841 | Time: 2315.68 ms
[2020-12-18 00:08:04 main:581] : INFO : Epoch 891 | loss: 0.000122857 | val_loss: 0.000134165 | Time: 2311.26 ms
[2020-12-18 00:08:06 main:581] : INFO : Epoch 892 | loss: 0.000120524 | val_loss: 0.000136125 | Time: 2323.56 ms
[2020-12-18 00:08:08 main:581] : INFO : Epoch 893 | loss: 0.00012553 | val_loss: 0.000146815 | Time: 2312.6 ms
[2020-12-18 00:08:11 main:581] : INFO : Epoch 894 | loss: 0.000123922 | val_loss: 0.000136863 | Time: 2313.46 ms
[2020-12-18 00:08:13 main:581] : INFO : Epoch 895 | loss: 0.000120653 | val_loss: 0.000133066 | Time: 2307.86 ms
[2020-12-18 00:08:15 main:581] : INFO : Epoch 896 | loss: 0.000120078 | val_loss: 0.000134465 | Time: 2314.49 ms
[2020-12-18 00:08:17 main:581] : INFO : Epoch 897 | loss: 0.000118802 | val_loss: 0.000138208 | Time: 2297.86 ms
[2020-12-18 00:08:20 main:581] : INFO : Epoch 898 | loss: 0.000140704 | val_loss: 0.000137835 | Time: 2310.66 ms
[2020-12-18 00:08:22 main:581] : INFO : Epoch 899 | loss: 0.00012502 | val_loss: 0.000137123 | Time: 2296.53 ms
[2020-12-18 00:08:24 main:581] : INFO : Epoch 900 | loss: 0.000123103 | val_loss: 0.000140273 | Time: 2319.93 ms
[2020-12-18 00:08:27 main:581] : INFO : Epoch 901 | loss: 0.000126276 | val_loss: 0.000137878 | Time: 2305.15 ms
[2020-12-18 00:08:29 main:581] : INFO : Epoch 902 | loss: 0.00012036 | val_loss: 0.00013405 | Time: 2306.15 ms
[2020-12-18 00:08:31 main:581] : INFO : Epoch 903 | loss: 0.000118009 | val_loss: 0.000134104 | Time: 2320.86 ms
[2020-12-18 00:08:34 main:581] : INFO : Epoch 904 | loss: 0.000120226 | val_loss: 0.000144674 | Time: 2325.26 ms
[2020-12-18 00:08:36 main:581] : INFO : Epoch 905 | loss: 0.000128422 | val_loss: 0.000137554 | Time: 2318.18 ms
[2020-12-18 00:08:38 main:581] : INFO : Epoch 906 | loss: 0.000120092 | val_loss: 0.000135128 | Time: 2321.64 ms
[2020-12-18 00:08:41 main:581] : INFO : Epoch 907 | loss: 0.000120405 | val_loss: 0.000137964 | Time: 2312.02 ms
[2020-12-18 00:08:43 main:581] : INFO : Epoch 908 | loss: 0.000126459 | val_loss: 0.000140066 | Time: 2322.49 ms
[2020-12-18 00:08:45 main:581] : INFO : Epoch 909 | loss: 0.000124435 | val_loss: 0.000149334 | Time: 2315.72 ms
[2020-12-18 00:08:48 main:581] : INFO : Epoch 910 | loss: 0.000131032 | val_loss: 0.000137127 | Time: 2315.88 ms
[2020-12-18 00:08:50 main:581] : INFO : Epoch 911 | loss: 0.000120565 | val_loss: 0.000136344 | Time: 2316.9 ms
[2020-12-18 00:08:52 main:581] : INFO : Epoch 912 | loss: 0.000120451 | val_loss: 0.000139064 | Time: 2312.14 ms
[2020-12-18 00:08:54 main:581] : INFO : Epoch 913 | loss: 0.000119805 | val_loss: 0.000135176 | Time: 2305.25 ms
[2020-12-18 00:08:57 main:581] : INFO : Epoch 914 | loss: 0.000119918 | val_loss: 0.00013914 | Time: 2316.3 ms
[2020-12-18 00:08:59 main:581] : INFO : Epoch 915 | loss: 0.000148231 | val_loss: 0.000153713 | Time: 2310.5 ms
[2020-12-18 00:09:01 main:581] : INFO : Epoch 916 | loss: 0.000127642 | val_loss: 0.00013703 | Time: 2309.83 ms
[2020-12-18 00:09:04 main:581] : INFO : Epoch 917 | loss: 0.000119398 | val_loss: 0.000136099 | Time: 2328.2 ms
[2020-12-18 00:09:06 main:581] : INFO : Epoch 918 | loss: 0.000122719 | val_loss: 0.000141365 | Time: 2323.67 ms
[2020-12-18 00:09:08 main:581] : INFO : Epoch 919 | loss: 0.000122063 | val_loss: 0.000137763 | Time: 2315.31 ms
[2020-12-18 00:09:11 main:581] : INFO : Epoch 920 | loss: 0.00011969 | val_loss: 0.000135068 | Time: 2324.14 ms
[2020-12-18 00:09:13 main:581] : INFO : Epoch 921 | loss: 0.000118011 | val_loss: 0.000137231 | Time: 2324.86 ms
[2020-12-18 00:09:15 main:581] : INFO : Epoch 922 | loss: 0.000129982 | val_loss: 0.000161327 | Time: 2310.41 ms
[2020-12-18 00:09:18 main:581] : INFO : Epoch 923 | loss: 0.00012858 | val_loss: 0.000140857 | Time: 2319.1 ms
[2020-12-18 00:09:20 main:581] : INFO : Epoch 924 | loss: 0.000124526 | val_loss: 0.000141335 | Time: 2318.95 ms
[2020-12-18 00:09:22 main:581] : INFO : Epoch 925 | loss: 0.000122421 | val_loss: 0.000141591 | Time: 2297.99 ms
[2020-12-18 00:09:25 main:581] : INFO : Epoch 926 | loss: 0.000120862 | val_loss: 0.000140085 | Time: 2290.82 ms
[2020-12-18 00:09:27 main:581] : INFO : Epoch 927 | loss: 0.000122113 | val_loss: 0.000141361 | Time: 2312.78 ms
[2020-12-18 00:09:29 main:581] : INFO : Epoch 928 | loss: 0.000121855 | val_loss: 0.000145067 | Time: 2308.08 ms
[2020-12-18 00:09:31 main:581] : INFO : Epoch 929 | loss: 0.000127698 | val_loss: 0.000142661 | Time: 2317.52 ms
[2020-12-18 00:09:34 main:581] : INFO : Epoch 930 | loss: 0.000122755 | val_loss: 0.000141191 | Time: 2309.42 ms
[2020-12-18 00:09:36 main:581] : INFO : Epoch 931 | loss: 0.000120355 | val_loss: 0.000138891 | Time: 2315.94 ms
[2020-12-18 00:09:38 main:581] : INFO : Epoch 932 | loss: 0.000127958 | val_loss: 0.000158985 | Time: 2309.5 ms
[2020-12-18 00:09:41 main:581] : INFO : Epoch 933 | loss: 0.000128939 | val_loss: 0.000146821 | Time: 2306.99 ms
[2020-12-18 00:09:43 main:581] : INFO : Epoch 934 | loss: 0.000122586 | val_loss: 0.000143547 | Time: 2317.37 ms
[2020-12-18 00:09:45 main:581] : INFO : Epoch 935 | loss: 0.000129483 | val_loss: 0.000147703 | Time: 2291.8 ms
[2020-12-18 00:09:48 main:581] : INFO : Epoch 936 | loss: 0.000121458 | val_loss: 0.000136666 | Time: 2304.52 ms
[2020-12-18 00:09:50 main:581] : INFO : Epoch 937 | loss: 0.000118878 | val_loss: 0.000139442 | Time: 2317.62 ms
[2020-12-18 00:09:52 main:581] : INFO : Epoch 938 | loss: 0.000120192 | val_loss: 0.000145828 | Time: 2316.09 ms
[2020-12-18 00:09:55 main:581] : INFO : Epoch 939 | loss: 0.000135669 | val_loss: 0.000153948 | Time: 2307.08 ms
[2020-12-18 00:09:57 main:581] : INFO : Epoch 940 | loss: 0.000138247 | val_loss: 0.000164052 | Time: 2312.98 ms
[2020-12-18 00:09:59 main:581] : INFO : Epoch 941 | loss: 0.000126117 | val_loss: 0.00014593 | Time: 2321.57 ms
[2020-12-18 00:10:02 main:581] : INFO : Epoch 942 | loss: 0.000121877 | val_loss: 0.000137955 | Time: 2325.28 ms
[2020-12-18 00:10:04 main:581] : INFO : Epoch 943 | loss: 0.000118192 | val_loss: 0.00013749 | Time: 2324.95 ms
[2020-12-18 00:10:06 main:581] : INFO : Epoch 944 | loss: 0.000118382 | val_loss: 0.000143611 | Time: 2334.8 ms
[2020-12-18 00:10:09 main:581] : INFO : Epoch 945 | loss: 0.000125301 | val_loss: 0.000145381 | Time: 2333.65 ms
[2020-12-18 00:10:11 main:581] : INFO : Epoch 946 | loss: 0.000130769 | val_loss: 0.000144297 | Time: 2336.47 ms
[2020-12-18 00:10:13 main:581] : INFO : Epoch 947 | loss: 0.000124031 | val_loss: 0.000142267 | Time: 2314.29 ms
[2020-12-18 00:10:16 main:581] : INFO : Epoch 948 | loss: 0.00012404 | val_loss: 0.000143204 | Time: 2322.16 ms
[2020-12-18 00:10:18 main:581] : INFO : Epoch 949 | loss: 0.000120315 | val_loss: 0.00013745 | Time: 2304.39 ms
[2020-12-18 00:10:20 main:581] : INFO : Epoch 950 | loss: 0.000118505 | val_loss: 0.000134436 | Time: 2303.21 ms
[2020-12-18 00:10:22 main:581] : INFO : Epoch 951 | loss: 0.000127905 | val_loss: 0.000152214 | Time: 2311.48 ms
[2020-12-18 00:10:25 main:581] : INFO : Epoch 952 | loss: 0.000131719 | val_loss: 0.000139489 | Time: 2300.01 ms
[2020-12-18 00:10:27 main:581] : INFO : Epoch 953 | loss: 0.000121872 | val_loss: 0.000141658 | Time: 2319.89 ms
[2020-12-18 00:10:29 main:581] : INFO : Epoch 954 | loss: 0.000128028 | val_loss: 0.000144668 | Time: 2323.07 ms
[2020-12-18 00:10:32 main:581] : INFO : Epoch 955 | loss: 0.000121197 | val_loss: 0.000135178 | Time: 2317.78 ms
[2020-12-18 00:10:34 main:581] : INFO : Epoch 956 | loss: 0.000118268 | val_loss: 0.00013426 | Time: 2320.54 ms
[2020-12-18 00:10:36 main:581] : INFO : Epoch 957 | loss: 0.000121835 | val_loss: 0.000147579 | Time: 2323.59 ms
[2020-12-18 00:10:39 main:581] : INFO : Epoch 958 | loss: 0.000136627 | val_loss: 0.000144334 | Time: 2315.34 ms
[2020-12-18 00:10:41 main:581] : INFO : Epoch 959 | loss: 0.00012462 | val_loss: 0.000135894 | Time: 2312.62 ms
[2020-12-18 00:10:43 main:581] : INFO : Epoch 960 | loss: 0.000121397 | val_loss: 0.000139337 | Time: 2313.29 ms
[2020-12-18 00:10:46 main:581] : INFO : Epoch 961 | loss: 0.00012055 | val_loss: 0.000135204 | Time: 2318.65 ms
[2020-12-18 00:10:48 main:581] : INFO : Epoch 962 | loss: 0.000118637 | val_loss: 0.000142944 | Time: 2333.57 ms
[2020-12-18 00:10:50 main:581] : INFO : Epoch 963 | loss: 0.000126647 | val_loss: 0.000141657 | Time: 2338.53 ms
[2020-12-18 00:10:53 main:581] : INFO : Epoch 964 | loss: 0.00012215 | val_loss: 0.000135653 | Time: 2335.83 ms
[2020-12-18 00:10:55 main:581] : INFO : Epoch 965 | loss: 0.00012452 | val_loss: 0.000137854 | Time: 2327.1 ms
[2020-12-18 00:10:57 main:581] : INFO : Epoch 966 | loss: 0.000117927 | val_loss: 0.000134259 | Time: 2341.28 ms
[2020-12-18 00:11:00 main:581] : INFO : Epoch 967 | loss: 0.000128403 | val_loss: 0.000197078 | Time: 2347.49 ms
[2020-12-18 00:11:02 main:581] : INFO : Epoch 968 | loss: 0.00014649 | val_loss: 0.000144438 | Time: 2331.95 ms
[2020-12-18 00:11:04 main:581] : INFO : Epoch 969 | loss: 0.000125433 | val_loss: 0.000136764 | Time: 2334.22 ms
[2020-12-18 00:11:07 main:581] : INFO : Epoch 970 | loss: 0.00011969 | val_loss: 0.000134616 | Time: 2313.32 ms
[2020-12-18 00:11:09 main:581] : INFO : Epoch 971 | loss: 0.000116422 | val_loss: 0.000132882 | Time: 2326.27 ms
[2020-12-18 00:11:11 main:581] : INFO : Epoch 972 | loss: 0.000117822 | val_loss: 0.000135531 | Time: 2314.62 ms
[2020-12-18 00:11:14 main:581] : INFO : Epoch 973 | loss: 0.000125084 | val_loss: 0.00014009 | Time: 2349.14 ms
[2020-12-18 00:11:16 main:581] : INFO : Epoch 974 | loss: 0.000121378 | val_loss: 0.000134289 | Time: 2339.87 ms
[2020-12-18 00:11:18 main:581] : INFO : Epoch 975 | loss: 0.000117019 | val_loss: 0.000134084 | Time: 2334.91 ms
[2020-12-18 00:11:21 main:581] : INFO : Epoch 976 | loss: 0.000124539 | val_loss: 0.000146303 | Time: 2319.3 ms
[2020-12-18 00:11:23 main:581] : INFO : Epoch 977 | loss: 0.000124079 | val_loss: 0.000138781 | Time: 2311.89 ms
[2020-12-18 00:11:25 main:581] : INFO : Epoch 978 | loss: 0.000120769 | val_loss: 0.000139436 | Time: 2339.21 ms
[2020-12-18 00:11:28 main:581] : INFO : Epoch 979 | loss: 0.000129095 | val_loss: 0.00014039 | Time: 2343.46 ms
[2020-12-18 00:11:30 main:581] : INFO : Epoch 980 | loss: 0.00012565 | val_loss: 0.000143543 | Time: 2323.6 ms
[2020-12-18 00:11:32 main:581] : INFO : Epoch 981 | loss: 0.000125847 | val_loss: 0.000135672 | Time: 2305.88 ms
[2020-12-18 00:11:35 main:581] : INFO : Epoch 982 | loss: 0.000121465 | val_loss: 0.000139133 | Time: 2310.28 ms
[2020-12-18 00:11:37 main:581] : INFO : Epoch 983 | loss: 0.00012074 | val_loss: 0.000137899 | Time: 2308.66 ms
[2020-12-18 00:11:39 main:581] : INFO : Epoch 984 | loss: 0.000129546 | val_loss: 0.000153341 | Time: 2306.13 ms
[2020-12-18 00:11:41 main:581] : INFO : Epoch 985 | loss: 0.000125613 | val_loss: 0.00013917 | Time: 2326.76 ms
[2020-12-18 00:11:44 main:581] : INFO : Epoch 986 | loss: 0.000120254 | val_loss: 0.000135184 | Time: 2314.91 ms
[2020-12-18 00:11:46 main:581] : INFO : Epoch 987 | loss: 0.000118329 | val_loss: 0.000141879 | Time: 2302.92 ms
[2020-12-18 00:11:48 main:581] : INFO : Epoch 988 | loss: 0.000131259 | val_loss: 0.000142265 | Time: 2316.63 ms
[2020-12-18 00:11:51 main:581] : INFO : Epoch 989 | loss: 0.000123623 | val_loss: 0.00013783 | Time: 2327.17 ms
[2020-12-18 00:11:53 main:581] : INFO : Epoch 990 | loss: 0.000118649 | val_loss: 0.000136516 | Time: 2307.85 ms
[2020-12-18 00:11:55 main:581] : INFO : Epoch 991 | loss: 0.000130122 | val_loss: 0.00014637 | Time: 2320.19 ms
[2020-12-18 00:11:58 main:581] : INFO : Epoch 992 | loss: 0.00012548 | val_loss: 0.00013955 | Time: 2335.05 ms
[2020-12-18 00:12:00 main:581] : INFO : Epoch 993 | loss: 0.000121406 | val_loss: 0.000137498 | Time: 2326.46 ms
[2020-12-18 00:12:02 main:581] : INFO : Epoch 994 | loss: 0.000122337 | val_loss: 0.000139007 | Time: 2334.99 ms
[2020-12-18 00:12:05 main:581] : INFO : Epoch 995 | loss: 0.000122336 | val_loss: 0.000149643 | Time: 2335.47 ms
[2020-12-18 00:12:07 main:581] : INFO : Epoch 996 | loss: 0.000129496 | val_loss: 0.000156096 | Time: 2343.94 ms
[2020-12-18 00:12:09 main:581] : INFO : Epoch 997 | loss: 0.000132007 | val_loss: 0.000143319 | Time: 2332.56 ms
[2020-12-18 00:12:12 main:581] : INFO : Epoch 998 | loss: 0.000123356 | val_loss: 0.000136961 | Time: 2312.55 ms
[2020-12-18 00:12:14 main:581] : INFO : Epoch 999 | loss: 0.000120042 | val_loss: 0.000134627 | Time: 2320.23 ms
[2020-12-18 00:12:16 main:581] : INFO : Epoch 1000 | loss: 0.000119082 | val_loss: 0.00013594 | Time: 2321.04 ms
[2020-12-18 00:12:19 main:581] : INFO : Epoch 1001 | loss: 0.00011819 | val_loss: 0.000136339 | Time: 2328.59 ms
[2020-12-18 00:12:21 main:581] : INFO : Epoch 1002 | loss: 0.000120593 | val_loss: 0.000156029 | Time: 2330.05 ms
[2020-12-18 00:12:23 main:581] : INFO : Epoch 1003 | loss: 0.000140488 | val_loss: 0.000150836 | Time: 2333.3 ms
[2020-12-18 00:12:26 main:581] : INFO : Epoch 1004 | loss: 0.000126971 | val_loss: 0.00013868 | Time: 2330.93 ms
[2020-12-18 00:12:28 main:581] : INFO : Epoch 1005 | loss: 0.000127354 | val_loss: 0.000145826 | Time: 2334.01 ms
[2020-12-18 00:12:30 main:581] : INFO : Epoch 1006 | loss: 0.000123571 | val_loss: 0.000138055 | Time: 2330.11 ms
[2020-12-18 00:12:33 main:581] : INFO : Epoch 1007 | loss: 0.000120088 | val_loss: 0.000138749 | Time: 2321.43 ms
[2020-12-18 00:12:35 main:581] : INFO : Epoch 1008 | loss: 0.000120003 | val_loss: 0.00013508 | Time: 2311.6 ms
[2020-12-18 00:12:37 main:581] : INFO : Epoch 1009 | loss: 0.000122294 | val_loss: 0.000139917 | Time: 2312.9 ms
[2020-12-18 00:12:40 main:581] : INFO : Epoch 1010 | loss: 0.000125218 | val_loss: 0.000155921 | Time: 2329.38 ms
[2020-12-18 00:12:42 main:581] : INFO : Epoch 1011 | loss: 0.00013362 | val_loss: 0.000150713 | Time: 2324.2 ms
[2020-12-18 00:12:44 main:581] : INFO : Epoch 1012 | loss: 0.000123764 | val_loss: 0.000138759 | Time: 2318.65 ms
[2020-12-18 00:12:47 main:581] : INFO : Epoch 1013 | loss: 0.00011851 | val_loss: 0.000135325 | Time: 2322.53 ms
[2020-12-18 00:12:49 main:581] : INFO : Epoch 1014 | loss: 0.00011885 | val_loss: 0.000138795 | Time: 2322.22 ms
[2020-12-18 00:12:51 main:581] : INFO : Epoch 1015 | loss: 0.000126352 | val_loss: 0.000144084 | Time: 2321.87 ms
[2020-12-18 00:12:54 main:581] : INFO : Epoch 1016 | loss: 0.000132147 | val_loss: 0.000148215 | Time: 2318.44 ms
[2020-12-18 00:12:56 main:581] : INFO : Epoch 1017 | loss: 0.000124134 | val_loss: 0.000137483 | Time: 2325.03 ms
[2020-12-18 00:12:58 main:581] : INFO : Epoch 1018 | loss: 0.00012223 | val_loss: 0.000137243 | Time: 2326.89 ms
[2020-12-18 00:13:00 main:581] : INFO : Epoch 1019 | loss: 0.000119859 | val_loss: 0.00014178 | Time: 2315.81 ms
[2020-12-18 00:13:03 main:581] : INFO : Epoch 1020 | loss: 0.000126437 | val_loss: 0.000140645 | Time: 2328.41 ms
[2020-12-18 00:13:05 main:581] : INFO : Epoch 1021 | loss: 0.000124832 | val_loss: 0.00013978 | Time: 2340.44 ms
[2020-12-18 00:13:08 main:581] : INFO : Epoch 1022 | loss: 0.000120622 | val_loss: 0.000138055 | Time: 2344.14 ms
[2020-12-18 00:13:10 main:581] : INFO : Epoch 1023 | loss: 0.000128137 | val_loss: 0.000143637 | Time: 2333.64 ms
[2020-12-18 00:13:12 main:581] : INFO : Epoch 1024 | loss: 0.00012308 | val_loss: 0.00013652 | Time: 2320.77 ms
[2020-12-18 00:13:12 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.00013652
[2020-12-18 00:13:12 main:610] : INFO : Saving end state to config to file
[2020-12-18 00:13:12 main:615] : INFO : Success, exiting..
00:13:12 (4031247): 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)