Task 3166743
| Name | EightBitModified-1605455537-31523-3_0 |
| Workunit | 1465137 |
| Created | 3 Dec 2020, 10:50:18 UTC |
| Sent | 4 Dec 2020, 15:59:15 UTC |
| Report deadline | 11 Dec 2020, 15:59:15 UTC |
| Received | 5 Dec 2020, 2:45:24 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4379 |
| Run time | 32 min 35 sec |
| CPU time | 32 min 31 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 4,498.73 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>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:581] : INFO : Epoch 526 | loss: 0.000113954 | val_loss: 0.000124559 | Time: 1903.13 ms
[2020-12-04 21:07:27 main:581] : INFO : Epoch 527 | loss: 0.000125149 | val_loss: 0.000211748 | Time: 1903.63 ms
[2020-12-04 21:07:29 main:581] : INFO : Epoch 528 | loss: 0.000174962 | val_loss: 0.00014657 | Time: 1899.21 ms
[2020-12-04 21:07:31 main:581] : INFO : Epoch 529 | loss: 0.000118443 | val_loss: 0.000129126 | Time: 1899.26 ms
[2020-12-04 21:07:33 main:581] : INFO : Epoch 530 | loss: 0.000110783 | val_loss: 0.000124775 | Time: 1901.61 ms
[2020-12-04 21:07:35 main:581] : INFO : Epoch 531 | loss: 0.000111133 | val_loss: 0.000126784 | Time: 1901.01 ms
[2020-12-04 21:07:37 main:581] : INFO : Epoch 532 | loss: 0.000148288 | val_loss: 0.000263242 | Time: 1905.4 ms
[2020-12-04 21:07:39 main:581] : INFO : Epoch 533 | loss: 0.00014341 | val_loss: 0.00012701 | Time: 1902.49 ms
[2020-12-04 21:07:40 main:581] : INFO : Epoch 534 | loss: 0.000116837 | val_loss: 0.000145292 | Time: 1903.26 ms
[2020-12-04 21:07:42 main:581] : INFO : Epoch 535 | loss: 0.000144017 | val_loss: 0.000132255 | Time: 1902.14 ms
[2020-12-04 21:07:44 main:581] : INFO : Epoch 536 | loss: 0.000111448 | val_loss: 0.000122644 | Time: 1904.22 ms
[2020-12-04 21:07:46 main:581] : INFO : Epoch 537 | loss: 0.000107817 | val_loss: 0.000122953 | Time: 1910.89 ms
[2020-12-04 21:07:48 main:581] : INFO : Epoch 538 | loss: 0.000112362 | val_loss: 0.000137458 | Time: 1903.15 ms
[2020-12-04 21:07:50 main:581] : INFO : Epoch 539 | loss: 0.000166125 | val_loss: 0.00023427 | Time: 1900.87 ms
[2020-12-04 21:07:52 main:581] : INFO : Epoch 540 | loss: 0.000144281 | val_loss: 0.000134672 | Time: 1902.41 ms
[2020-12-04 21:07:54 main:581] : INFO : Epoch 541 | loss: 0.000115061 | val_loss: 0.000123826 | Time: 1901.66 ms
[2020-12-04 21:07:56 main:581] : INFO : Epoch 542 | loss: 0.000107226 | val_loss: 0.000121125 | Time: 1901.05 ms
[2020-12-04 21:07:58 main:581] : INFO : Epoch 543 | loss: 0.000127461 | val_loss: 0.000294317 | Time: 1901.55 ms
[2020-12-04 21:07:59 main:581] : INFO : Epoch 544 | loss: 0.000233115 | val_loss: 0.000149873 | Time: 1899.28 ms
[2020-12-04 21:08:01 main:581] : INFO : Epoch 545 | loss: 0.000126971 | val_loss: 0.000125138 | Time: 1900.63 ms
[2020-12-04 21:08:03 main:581] : INFO : Epoch 546 | loss: 0.000109856 | val_loss: 0.000121678 | Time: 1903.62 ms
[2020-12-04 21:08:05 main:581] : INFO : Epoch 547 | loss: 0.000106044 | val_loss: 0.000119526 | Time: 1905.97 ms
[2020-12-04 21:08:07 main:581] : INFO : Epoch 548 | loss: 0.0001054 | val_loss: 0.000118889 | Time: 1910.81 ms
[2020-12-04 21:08:09 main:581] : INFO : Epoch 549 | loss: 0.000104718 | val_loss: 0.000119039 | Time: 1905.62 ms
[2020-12-04 21:08:11 main:581] : INFO : Epoch 550 | loss: 0.000122289 | val_loss: 0.000260172 | Time: 1908.34 ms
[2020-12-04 21:08:13 main:581] : INFO : Epoch 551 | loss: 0.000233086 | val_loss: 0.000145844 | Time: 1908.25 ms
[2020-12-04 21:08:15 main:581] : INFO : Epoch 552 | loss: 0.000127867 | val_loss: 0.000130252 | Time: 1902.38 ms
[2020-12-04 21:08:17 main:581] : INFO : Epoch 553 | loss: 0.000109549 | val_loss: 0.000120616 | Time: 1901.63 ms
[2020-12-04 21:08:19 main:581] : INFO : Epoch 554 | loss: 0.000105729 | val_loss: 0.000118852 | Time: 1903.89 ms
[2020-12-04 21:08:20 main:581] : INFO : Epoch 555 | loss: 0.000104064 | val_loss: 0.000118382 | Time: 1910 ms
[2020-12-04 21:08:22 main:581] : INFO : Epoch 556 | loss: 0.000121542 | val_loss: 0.000223403 | Time: 1912.31 ms
[2020-12-04 21:08:24 main:581] : INFO : Epoch 557 | loss: 0.000176919 | val_loss: 0.000135102 | Time: 1909.94 ms
[2020-12-04 21:08:26 main:581] : INFO : Epoch 558 | loss: 0.000113107 | val_loss: 0.000121825 | Time: 1909.63 ms
[2020-12-04 21:08:28 main:581] : INFO : Epoch 559 | loss: 0.00010758 | val_loss: 0.000119188 | Time: 1912.01 ms
[2020-12-04 21:08:30 main:581] : INFO : Epoch 560 | loss: 0.000106988 | val_loss: 0.000135309 | Time: 1912.43 ms
[2020-12-04 21:08:32 main:581] : INFO : Epoch 561 | loss: 0.000136731 | val_loss: 0.00014127 | Time: 1910.63 ms
[2020-12-04 21:08:34 main:581] : INFO : Epoch 562 | loss: 0.000119235 | val_loss: 0.000126654 | Time: 1904.75 ms
[2020-12-04 21:08:36 main:581] : INFO : Epoch 563 | loss: 0.000107768 | val_loss: 0.000124122 | Time: 1911.7 ms
[2020-12-04 21:08:38 main:581] : INFO : Epoch 564 | loss: 0.000170681 | val_loss: 0.000155526 | Time: 1908.85 ms
[2020-12-04 21:08:40 main:581] : INFO : Epoch 565 | loss: 0.000125228 | val_loss: 0.000128708 | Time: 1903.9 ms
[2020-12-04 21:08:41 main:581] : INFO : Epoch 566 | loss: 0.000107701 | val_loss: 0.000118721 | Time: 1900.73 ms
[2020-12-04 21:08:43 main:581] : INFO : Epoch 567 | loss: 0.000106184 | val_loss: 0.00013162 | Time: 1903.11 ms
[2020-12-04 21:08:45 main:581] : INFO : Epoch 568 | loss: 0.000167368 | val_loss: 0.000150388 | Time: 1903.64 ms
[2020-12-04 21:08:47 main:581] : INFO : Epoch 569 | loss: 0.000119255 | val_loss: 0.000120536 | Time: 1905.73 ms
[2020-12-04 21:08:49 main:581] : INFO : Epoch 570 | loss: 0.000105534 | val_loss: 0.000119757 | Time: 1898.78 ms
[2020-12-04 21:08:51 main:581] : INFO : Epoch 571 | loss: 0.000103871 | val_loss: 0.000117204 | Time: 1901.78 ms
[2020-12-04 21:08:53 main:581] : INFO : Epoch 572 | loss: 0.000109891 | val_loss: 0.000150207 | Time: 1901.86 ms
[2020-12-04 21:08:55 main:581] : INFO : Epoch 573 | loss: 0.000156375 | val_loss: 0.000192948 | Time: 1909.99 ms
[2020-12-04 21:08:57 main:581] : INFO : Epoch 574 | loss: 0.000135395 | val_loss: 0.000132162 | Time: 1909.24 ms
[2020-12-04 21:08:59 main:581] : INFO : Epoch 575 | loss: 0.000110053 | val_loss: 0.000119531 | Time: 1913.6 ms
[2020-12-04 21:09:00 main:581] : INFO : Epoch 576 | loss: 0.000104521 | val_loss: 0.000120877 | Time: 1908.88 ms
[2020-12-04 21:09:02 main:581] : INFO : Epoch 577 | loss: 0.000149551 | val_loss: 0.000169865 | Time: 1902.36 ms
[2020-12-04 21:09:04 main:581] : INFO : Epoch 578 | loss: 0.000133466 | val_loss: 0.000129377 | Time: 1901.78 ms
[2020-12-04 21:09:06 main:581] : INFO : Epoch 579 | loss: 0.000106962 | val_loss: 0.000115983 | Time: 1905.17 ms
[2020-12-04 21:09:08 main:581] : INFO : Epoch 580 | loss: 0.000103722 | val_loss: 0.000128482 | Time: 1907.03 ms
[2020-12-04 21:09:10 main:581] : INFO : Epoch 581 | loss: 0.000200251 | val_loss: 0.000135048 | Time: 1905.12 ms
[2020-12-04 21:09:12 main:581] : INFO : Epoch 582 | loss: 0.000124468 | val_loss: 0.000121585 | Time: 1902.93 ms
[2020-12-04 21:09:14 main:581] : INFO : Epoch 583 | loss: 0.000106887 | val_loss: 0.000119489 | Time: 1904.94 ms
[2020-12-04 21:09:16 main:581] : INFO : Epoch 584 | loss: 0.000114501 | val_loss: 0.000179864 | Time: 1906.38 ms
[2020-12-04 21:09:18 main:581] : INFO : Epoch 585 | loss: 0.000149013 | val_loss: 0.000123482 | Time: 1902.09 ms
[2020-12-04 21:09:20 main:581] : INFO : Epoch 586 | loss: 0.000108264 | val_loss: 0.000117695 | Time: 1902.23 ms
[2020-12-04 21:09:21 main:581] : INFO : Epoch 587 | loss: 0.000102921 | val_loss: 0.000116252 | Time: 1904.39 ms
[2020-12-04 21:09:23 main:581] : INFO : Epoch 588 | loss: 0.000102955 | val_loss: 0.000116957 | Time: 1903.64 ms
[2020-12-04 21:09:25 main:581] : INFO : Epoch 589 | loss: 0.000136582 | val_loss: 0.000158557 | Time: 1904.65 ms
[2020-12-04 21:09:27 main:581] : INFO : Epoch 590 | loss: 0.0001383 | val_loss: 0.000126711 | Time: 1899.89 ms
[2020-12-04 21:09:29 main:581] : INFO : Epoch 591 | loss: 0.000107156 | val_loss: 0.000120245 | Time: 1897.97 ms
[2020-12-04 21:09:31 main:581] : INFO : Epoch 592 | loss: 0.000109487 | val_loss: 0.000126287 | Time: 1905.79 ms
[2020-12-04 21:09:33 main:581] : INFO : Epoch 593 | loss: 0.000114248 | val_loss: 0.000133528 | Time: 1899.6 ms
[2020-12-04 21:09:35 main:581] : INFO : Epoch 594 | loss: 0.000125477 | val_loss: 0.000126109 | Time: 1899.65 ms
[2020-12-04 21:09:37 main:581] : INFO : Epoch 595 | loss: 0.000106681 | val_loss: 0.00012283 | Time: 1904.01 ms
[2020-12-04 21:09:39 main:581] : INFO : Epoch 596 | loss: 0.000154148 | val_loss: 0.000133504 | Time: 1906.7 ms
[2020-12-04 21:09:40 main:581] : INFO : Epoch 597 | loss: 0.000128851 | val_loss: 0.000138209 | Time: 1903.89 ms
[2020-12-04 21:09:42 main:581] : INFO : Epoch 598 | loss: 0.000111912 | val_loss: 0.000121987 | Time: 1904.83 ms
[2020-12-04 21:09:44 main:581] : INFO : Epoch 599 | loss: 0.000120595 | val_loss: 0.000146862 | Time: 1907.98 ms
[2020-12-04 21:09:46 main:581] : INFO : Epoch 600 | loss: 0.000117367 | val_loss: 0.000125354 | Time: 1907.3 ms
[2020-12-04 21:09:48 main:581] : INFO : Epoch 601 | loss: 0.000114186 | val_loss: 0.000132145 | Time: 1905.03 ms
[2020-12-04 21:09:50 main:581] : INFO : Epoch 602 | loss: 0.000122695 | val_loss: 0.000128201 | Time: 1904.39 ms
[2020-12-04 21:09:52 main:581] : INFO : Epoch 603 | loss: 0.000120576 | val_loss: 0.000131778 | Time: 1908.35 ms
[2020-12-04 21:09:54 main:581] : INFO : Epoch 604 | loss: 0.000108999 | val_loss: 0.000119524 | Time: 1908.22 ms
[2020-12-04 21:09:56 main:581] : INFO : Epoch 605 | loss: 0.000106548 | val_loss: 0.000138346 | Time: 1907.55 ms
[2020-12-04 21:09:58 main:581] : INFO : Epoch 606 | loss: 0.000201162 | val_loss: 0.000169193 | Time: 1898.61 ms
[2020-12-04 21:10:00 main:581] : INFO : Epoch 607 | loss: 0.000138938 | val_loss: 0.000129714 | Time: 1909.55 ms
[2020-12-04 21:10:01 main:581] : INFO : Epoch 608 | loss: 0.000107539 | val_loss: 0.00011742 | Time: 1908.79 ms
[2020-12-04 21:10:03 main:581] : INFO : Epoch 609 | loss: 0.000116244 | val_loss: 0.000117568 | Time: 1906.37 ms
[2020-12-04 21:10:05 main:581] : INFO : Epoch 610 | loss: 0.000102262 | val_loss: 0.000114233 | Time: 1905.56 ms
[2020-12-04 21:10:07 main:581] : INFO : Epoch 611 | loss: 0.000100571 | val_loss: 0.000117252 | Time: 1900.53 ms
[2020-12-04 21:10:09 main:581] : INFO : Epoch 612 | loss: 0.000118401 | val_loss: 0.000142961 | Time: 1902.44 ms
[2020-12-04 21:10:11 main:581] : INFO : Epoch 613 | loss: 0.000155548 | val_loss: 0.000150365 | Time: 1900.43 ms
[2020-12-04 21:10:13 main:581] : INFO : Epoch 614 | loss: 0.000121208 | val_loss: 0.000124996 | Time: 1900.02 ms
[2020-12-04 21:10:15 main:581] : INFO : Epoch 615 | loss: 0.000105966 | val_loss: 0.000118923 | Time: 1902.17 ms
[2020-12-04 21:10:17 main:581] : INFO : Epoch 616 | loss: 0.000105945 | val_loss: 0.000138987 | Time: 1900.53 ms
[2020-12-04 21:10:19 main:581] : INFO : Epoch 617 | loss: 0.000136452 | val_loss: 0.000141935 | Time: 1912.49 ms
[2020-12-04 21:10:20 main:581] : INFO : Epoch 618 | loss: 0.000111374 | val_loss: 0.000117749 | Time: 1905.13 ms
[2020-12-04 21:10:22 main:581] : INFO : Epoch 619 | loss: 0.000105242 | val_loss: 0.000126535 | Time: 1906.02 ms
[2020-12-04 21:10:24 main:581] : INFO : Epoch 620 | loss: 0.000126269 | val_loss: 0.00014706 | Time: 1906.15 ms
[2020-12-04 21:10:26 main:581] : INFO : Epoch 621 | loss: 0.000155043 | val_loss: 0.000153179 | Time: 1904.26 ms
[2020-12-04 21:10:28 main:581] : INFO : Epoch 622 | loss: 0.00011838 | val_loss: 0.00011948 | Time: 1901.94 ms
[2020-12-04 21:10:30 main:581] : INFO : Epoch 623 | loss: 0.000102736 | val_loss: 0.000114071 | Time: 1906.43 ms
[2020-12-04 21:10:32 main:581] : INFO : Epoch 624 | loss: 9.97044e-05 | val_loss: 0.000116785 | Time: 1908.46 ms
[2020-12-04 21:10:34 main:581] : INFO : Epoch 625 | loss: 0.000131008 | val_loss: 0.000157033 | Time: 1906.74 ms
[2020-12-04 21:10:36 main:581] : INFO : Epoch 626 | loss: 0.000138329 | val_loss: 0.000200133 | Time: 1906.34 ms
[2020-12-04 21:10:38 main:581] : INFO : Epoch 627 | loss: 0.000159584 | val_loss: 0.000130566 | Time: 1904.12 ms
[2020-12-04 21:10:40 main:581] : INFO : Epoch 628 | loss: 0.000109549 | val_loss: 0.000117587 | Time: 1904.17 ms
[2020-12-04 21:10:41 main:581] : INFO : Epoch 629 | loss: 0.000103183 | val_loss: 0.000116162 | Time: 1902.71 ms
[2020-12-04 21:10:43 main:581] : INFO : Epoch 630 | loss: 0.00010343 | val_loss: 0.000117414 | Time: 1903.37 ms
[2020-12-04 21:10:45 main:581] : INFO : Epoch 631 | loss: 0.000106648 | val_loss: 0.000137326 | Time: 1903.94 ms
[2020-12-04 21:10:47 main:581] : INFO : Epoch 632 | loss: 0.000137927 | val_loss: 0.000128034 | Time: 1899.75 ms
[2020-12-04 21:10:49 main:581] : INFO : Epoch 633 | loss: 0.000149161 | val_loss: 0.000239073 | Time: 1903.44 ms
[2020-12-04 21:10:51 main:581] : INFO : Epoch 634 | loss: 0.00013109 | val_loss: 0.000123132 | Time: 1902.88 ms
[2020-12-04 21:10:53 main:581] : INFO : Epoch 635 | loss: 0.000105685 | val_loss: 0.000114394 | Time: 1902.77 ms
[2020-12-04 21:10:55 main:581] : INFO : Epoch 636 | loss: 0.000102383 | val_loss: 0.000129895 | Time: 1903 ms
[2020-12-04 21:10:57 main:581] : INFO : Epoch 637 | loss: 0.000125448 | val_loss: 0.000128678 | Time: 1902.57 ms
[2020-12-04 21:10:59 main:581] : INFO : Epoch 638 | loss: 0.000104895 | val_loss: 0.000115117 | Time: 1900.41 ms
[2020-12-04 21:11:00 main:581] : INFO : Epoch 639 | loss: 0.000105438 | val_loss: 0.000130987 | Time: 1903.51 ms
[2020-12-04 21:11:02 main:581] : INFO : Epoch 640 | loss: 0.00014022 | val_loss: 0.000181949 | Time: 1902.55 ms
[2020-12-04 21:11:04 main:581] : INFO : Epoch 641 | loss: 0.000123856 | val_loss: 0.000125116 | Time: 1900.22 ms
[2020-12-04 21:11:06 main:581] : INFO : Epoch 642 | loss: 0.000105494 | val_loss: 0.000124107 | Time: 1900.92 ms
[2020-12-04 21:11:08 main:581] : INFO : Epoch 643 | loss: 0.000119548 | val_loss: 0.000124007 | Time: 1903.58 ms
[2020-12-04 21:11:10 main:581] : INFO : Epoch 644 | loss: 0.000118827 | val_loss: 0.000133959 | Time: 1900.37 ms
[2020-12-04 21:11:12 main:581] : INFO : Epoch 645 | loss: 0.000108721 | val_loss: 0.000118004 | Time: 1902.8 ms
[2020-12-04 21:11:14 main:581] : INFO : Epoch 646 | loss: 0.000105738 | val_loss: 0.000143167 | Time: 1900.3 ms
[2020-12-04 21:11:16 main:581] : INFO : Epoch 647 | loss: 0.000177552 | val_loss: 0.000162998 | Time: 1903.24 ms
[2020-12-04 21:11:18 main:581] : INFO : Epoch 648 | loss: 0.000125925 | val_loss: 0.000120194 | Time: 1900.76 ms
[2020-12-04 21:11:19 main:581] : INFO : Epoch 649 | loss: 0.000104342 | val_loss: 0.000117532 | Time: 1904.01 ms
[2020-12-04 21:11:21 main:581] : INFO : Epoch 650 | loss: 9.92538e-05 | val_loss: 0.000112101 | Time: 1902.8 ms
[2020-12-04 21:11:23 main:581] : INFO : Epoch 651 | loss: 0.000119691 | val_loss: 0.000250308 | Time: 1901.29 ms
[2020-12-04 21:11:25 main:581] : INFO : Epoch 652 | loss: 0.00017072 | val_loss: 0.000138058 | Time: 1902.54 ms
[2020-12-04 21:11:27 main:581] : INFO : Epoch 653 | loss: 0.000111434 | val_loss: 0.000117508 | Time: 1902.61 ms
[2020-12-04 21:11:29 main:581] : INFO : Epoch 654 | loss: 0.000100484 | val_loss: 0.000114422 | Time: 1900.8 ms
[2020-12-04 21:11:31 main:581] : INFO : Epoch 655 | loss: 0.000107065 | val_loss: 0.000170862 | Time: 1902.04 ms
[2020-12-04 21:11:33 main:581] : INFO : Epoch 656 | loss: 0.000169116 | val_loss: 0.00014089 | Time: 1900.23 ms
[2020-12-04 21:11:35 main:581] : INFO : Epoch 657 | loss: 0.000113047 | val_loss: 0.000117237 | Time: 1901.91 ms
[2020-12-04 21:11:37 main:581] : INFO : Epoch 658 | loss: 0.000115003 | val_loss: 0.000183796 | Time: 1901.08 ms
[2020-12-04 21:11:39 main:581] : INFO : Epoch 659 | loss: 0.000125212 | val_loss: 0.000118278 | Time: 1904.99 ms
[2020-12-04 21:11:40 main:581] : INFO : Epoch 660 | loss: 0.000101432 | val_loss: 0.000115034 | Time: 1902.4 ms
[2020-12-04 21:11:42 main:581] : INFO : Epoch 661 | loss: 9.98576e-05 | val_loss: 0.000117101 | Time: 1901.44 ms
[2020-12-04 21:11:44 main:581] : INFO : Epoch 662 | loss: 0.000113398 | val_loss: 0.000181353 | Time: 1901.91 ms
[2020-12-04 21:11:46 main:581] : INFO : Epoch 663 | loss: 0.000151691 | val_loss: 0.000131578 | Time: 1902.26 ms
[2020-12-04 21:11:48 main:581] : INFO : Epoch 664 | loss: 0.000113378 | val_loss: 0.000117807 | Time: 1903.75 ms
[2020-12-04 21:11:50 main:581] : INFO : Epoch 665 | loss: 0.000100731 | val_loss: 0.000114382 | Time: 1903.13 ms
[2020-12-04 21:11:52 main:581] : INFO : Epoch 666 | loss: 0.000103916 | val_loss: 0.00012992 | Time: 1901.52 ms
[2020-12-04 21:11:54 main:581] : INFO : Epoch 667 | loss: 0.000159603 | val_loss: 0.000148603 | Time: 1900.92 ms
[2020-12-04 21:11:56 main:581] : INFO : Epoch 668 | loss: 0.000122593 | val_loss: 0.000117763 | Time: 1903.27 ms
[2020-12-04 21:11:58 main:581] : INFO : Epoch 669 | loss: 0.000102022 | val_loss: 0.000114031 | Time: 1902.7 ms
[2020-12-04 21:11:59 main:581] : INFO : Epoch 670 | loss: 0.000138158 | val_loss: 0.000201247 | Time: 1902.51 ms
[2020-12-04 21:12:01 main:581] : INFO : Epoch 671 | loss: 0.000145198 | val_loss: 0.000121084 | Time: 1902.59 ms
[2020-12-04 21:12:03 main:581] : INFO : Epoch 672 | loss: 0.000104666 | val_loss: 0.000115748 | Time: 1899.62 ms
[2020-12-04 21:12:05 main:581] : INFO : Epoch 673 | loss: 9.92573e-05 | val_loss: 0.000112904 | Time: 1906.01 ms
[2020-12-04 21:12:07 main:581] : INFO : Epoch 674 | loss: 0.000108971 | val_loss: 0.000154465 | Time: 1907.02 ms
[2020-12-04 21:12:09 main:581] : INFO : Epoch 675 | loss: 0.000124804 | val_loss: 0.000122552 | Time: 1908.47 ms
[2020-12-04 21:12:11 main:581] : INFO : Epoch 676 | loss: 0.000121349 | val_loss: 0.000122051 | Time: 1903.43 ms
[2020-12-04 21:12:13 main:581] : INFO : Epoch 677 | loss: 0.000104073 | val_loss: 0.000115328 | Time: 1905.86 ms
[2020-12-04 21:12:15 main:581] : INFO : Epoch 678 | loss: 0.000102052 | val_loss: 0.000125709 | Time: 1902.05 ms
[2020-12-04 21:12:17 main:581] : INFO : Epoch 679 | loss: 0.000161305 | val_loss: 0.000276945 | Time: 1903.49 ms
[2020-12-04 21:12:18 main:581] : INFO : Epoch 680 | loss: 0.000151864 | val_loss: 0.000132689 | Time: 1904.61 ms
[2020-12-04 21:12:20 main:581] : INFO : Epoch 681 | loss: 0.000107421 | val_loss: 0.000117032 | Time: 1902.92 ms
[2020-12-04 21:12:22 main:581] : INFO : Epoch 682 | loss: 9.99858e-05 | val_loss: 0.000112249 | Time: 1902.25 ms
[2020-12-04 21:12:24 main:581] : INFO : Epoch 683 | loss: 0.000118529 | val_loss: 0.000284735 | Time: 1901.14 ms
[2020-12-04 21:12:26 main:581] : INFO : Epoch 684 | loss: 0.000175417 | val_loss: 0.000156361 | Time: 1903.72 ms
[2020-12-04 21:12:28 main:581] : INFO : Epoch 685 | loss: 0.000112925 | val_loss: 0.000117609 | Time: 1904.56 ms
[2020-12-04 21:12:30 main:581] : INFO : Epoch 686 | loss: 9.99416e-05 | val_loss: 0.000112845 | Time: 1904 ms
[2020-12-04 21:12:32 main:581] : INFO : Epoch 687 | loss: 0.000101522 | val_loss: 0.000126679 | Time: 1901.99 ms
[2020-12-04 21:12:34 main:581] : INFO : Epoch 688 | loss: 0.000117961 | val_loss: 0.000123288 | Time: 1902.01 ms
[2020-12-04 21:12:36 main:581] : INFO : Epoch 689 | loss: 0.000103898 | val_loss: 0.000112831 | Time: 1902.42 ms
[2020-12-04 21:12:38 main:581] : INFO : Epoch 690 | loss: 0.000133443 | val_loss: 0.000232186 | Time: 1902.22 ms
[2020-12-04 21:12:39 main:581] : INFO : Epoch 691 | loss: 0.000140654 | val_loss: 0.000134056 | Time: 1906.85 ms
[2020-12-04 21:12:41 main:581] : INFO : Epoch 692 | loss: 0.000107966 | val_loss: 0.000116107 | Time: 1906.71 ms
[2020-12-04 21:12:43 main:581] : INFO : Epoch 693 | loss: 0.000100062 | val_loss: 0.000112309 | Time: 1899.01 ms
[2020-12-04 21:12:45 main:581] : INFO : Epoch 694 | loss: 0.000101632 | val_loss: 0.000128556 | Time: 1904.45 ms
[2020-12-04 21:12:47 main:581] : INFO : Epoch 695 | loss: 0.000139361 | val_loss: 0.000143442 | Time: 1905.2 ms
[2020-12-04 21:12:49 main:581] : INFO : Epoch 696 | loss: 0.000112246 | val_loss: 0.000119524 | Time: 1907.04 ms
[2020-12-04 21:12:51 main:581] : INFO : Epoch 697 | loss: 0.000101191 | val_loss: 0.000116964 | Time: 1906.51 ms
[2020-12-04 21:12:53 main:581] : INFO : Epoch 698 | loss: 0.000142014 | val_loss: 0.000254331 | Time: 1905.58 ms
[2020-12-04 21:12:55 main:581] : INFO : Epoch 699 | loss: 0.00016263 | val_loss: 0.000145945 | Time: 1908.6 ms
[2020-12-04 21:12:57 main:581] : INFO : Epoch 700 | loss: 0.000111688 | val_loss: 0.000119416 | Time: 1907.3 ms
[2020-12-04 21:12:58 main:581] : INFO : Epoch 701 | loss: 0.000102531 | val_loss: 0.000117014 | Time: 1906.81 ms
[2020-12-04 21:13:00 main:581] : INFO : Epoch 702 | loss: 0.000109795 | val_loss: 0.000152721 | Time: 1903.95 ms
[2020-12-04 21:13:02 main:581] : INFO : Epoch 703 | loss: 0.000123848 | val_loss: 0.000120758 | Time: 1900.6 ms
[2020-12-04 21:13:04 main:581] : INFO : Epoch 704 | loss: 0.000100269 | val_loss: 0.000112166 | Time: 1902.96 ms
[2020-12-04 21:13:06 main:581] : INFO : Epoch 705 | loss: 0.000109959 | val_loss: 0.000161504 | Time: 1904.8 ms
[2020-12-04 21:13:08 main:581] : INFO : Epoch 706 | loss: 0.0001294 | val_loss: 0.00013037 | Time: 1906.92 ms
[2020-12-04 21:13:10 main:581] : INFO : Epoch 707 | loss: 0.000116156 | val_loss: 0.000123374 | Time: 1908.54 ms
[2020-12-04 21:13:12 main:581] : INFO : Epoch 708 | loss: 0.000125975 | val_loss: 0.000128411 | Time: 1908.71 ms
[2020-12-04 21:13:14 main:581] : INFO : Epoch 709 | loss: 0.000109452 | val_loss: 0.000120203 | Time: 1905.54 ms
[2020-12-04 21:13:16 main:581] : INFO : Epoch 710 | loss: 0.000114753 | val_loss: 0.000138988 | Time: 1900.84 ms
[2020-12-04 21:13:18 main:581] : INFO : Epoch 711 | loss: 0.000118033 | val_loss: 0.000120916 | Time: 1901.71 ms
[2020-12-04 21:13:19 main:581] : INFO : Epoch 712 | loss: 0.000105808 | val_loss: 0.000118423 | Time: 1904.95 ms
[2020-12-04 21:13:21 main:581] : INFO : Epoch 713 | loss: 0.000128075 | val_loss: 0.000138235 | Time: 1902.21 ms
[2020-12-04 21:13:23 main:581] : INFO : Epoch 714 | loss: 0.000151261 | val_loss: 0.000136228 | Time: 1904.83 ms
[2020-12-04 21:13:25 main:581] : INFO : Epoch 715 | loss: 0.000112911 | val_loss: 0.000133303 | Time: 1900.89 ms
[2020-12-04 21:13:27 main:581] : INFO : Epoch 716 | loss: 0.000120061 | val_loss: 0.000119752 | Time: 1904.85 ms
[2020-12-04 21:13:29 main:581] : INFO : Epoch 717 | loss: 0.00010095 | val_loss: 0.000110949 | Time: 1900.35 ms
[2020-12-04 21:13:31 main:581] : INFO : Epoch 718 | loss: 9.78703e-05 | val_loss: 0.000113135 | Time: 1900.87 ms
[2020-12-04 21:13:33 main:581] : INFO : Epoch 719 | loss: 0.000171297 | val_loss: 0.000216915 | Time: 1902.47 ms
[2020-12-04 21:13:35 main:581] : INFO : Epoch 720 | loss: 0.000156998 | val_loss: 0.000131487 | Time: 1901.98 ms
[2020-12-04 21:13:37 main:581] : INFO : Epoch 721 | loss: 0.000107118 | val_loss: 0.000113028 | Time: 1904.43 ms
[2020-12-04 21:13:38 main:581] : INFO : Epoch 722 | loss: 9.82907e-05 | val_loss: 0.000110527 | Time: 1904.21 ms
[2020-12-04 21:13:40 main:581] : INFO : Epoch 723 | loss: 9.59263e-05 | val_loss: 0.000112974 | Time: 1902.95 ms
[2020-12-04 21:13:42 main:581] : INFO : Epoch 724 | loss: 0.000143309 | val_loss: 0.000162632 | Time: 1903.89 ms
[2020-12-04 21:13:44 main:581] : INFO : Epoch 725 | loss: 0.000135718 | val_loss: 0.000125173 | Time: 1902.7 ms
[2020-12-04 21:13:46 main:581] : INFO : Epoch 726 | loss: 0.000103304 | val_loss: 0.000111427 | Time: 1902.21 ms
[2020-12-04 21:13:48 main:581] : INFO : Epoch 727 | loss: 0.000106734 | val_loss: 0.000152529 | Time: 1901.32 ms
[2020-12-04 21:13:50 main:581] : INFO : Epoch 728 | loss: 0.000108385 | val_loss: 0.000115077 | Time: 1905.22 ms
[2020-12-04 21:13:52 main:581] : INFO : Epoch 729 | loss: 0.000107143 | val_loss: 0.000130039 | Time: 1903.36 ms
[2020-12-04 21:13:54 main:581] : INFO : Epoch 730 | loss: 0.000115547 | val_loss: 0.000151074 | Time: 1901.29 ms
[2020-12-04 21:13:56 main:581] : INFO : Epoch 731 | loss: 0.000130294 | val_loss: 0.000124925 | Time: 1908.86 ms
[2020-12-04 21:13:57 main:581] : INFO : Epoch 732 | loss: 0.000111315 | val_loss: 0.00012264 | Time: 1908.61 ms
[2020-12-04 21:13:59 main:581] : INFO : Epoch 733 | loss: 0.000107917 | val_loss: 0.00012132 | Time: 1905.44 ms
[2020-12-04 21:14:01 main:581] : INFO : Epoch 734 | loss: 0.000107641 | val_loss: 0.000121529 | Time: 1902.35 ms
[2020-12-04 21:14:03 main:581] : INFO : Epoch 735 | loss: 0.000114351 | val_loss: 0.000123688 | Time: 1901.96 ms
[2020-12-04 21:14:05 main:581] : INFO : Epoch 736 | loss: 0.000124427 | val_loss: 0.000129541 | Time: 1905.01 ms
[2020-12-04 21:14:07 main:581] : INFO : Epoch 737 | loss: 0.000125974 | val_loss: 0.000154193 | Time: 1910.28 ms
[2020-12-04 21:14:09 main:581] : INFO : Epoch 738 | loss: 0.00012045 | val_loss: 0.000118137 | Time: 1908.32 ms
[2020-12-04 21:14:11 main:581] : INFO : Epoch 739 | loss: 0.000114794 | val_loss: 0.000159855 | Time: 1907.25 ms
[2020-12-04 21:14:13 main:581] : INFO : Epoch 740 | loss: 0.00012322 | val_loss: 0.000114951 | Time: 1908.48 ms
[2020-12-04 21:14:15 main:581] : INFO : Epoch 741 | loss: 0.000102382 | val_loss: 0.000119514 | Time: 1912.42 ms
[2020-12-04 21:14:17 main:581] : INFO : Epoch 742 | loss: 0.000112082 | val_loss: 0.000118575 | Time: 1909.61 ms
[2020-12-04 21:14:18 main:581] : INFO : Epoch 743 | loss: 0.000121478 | val_loss: 0.000157393 | Time: 1903.61 ms
[2020-12-04 21:14:20 main:581] : INFO : Epoch 744 | loss: 0.000142859 | val_loss: 0.000135707 | Time: 1902.71 ms
[2020-12-04 21:14:22 main:581] : INFO : Epoch 745 | loss: 0.000110967 | val_loss: 0.000115339 | Time: 1904.58 ms
[2020-12-04 21:14:24 main:581] : INFO : Epoch 746 | loss: 0.00010334 | val_loss: 0.000113932 | Time: 1906.49 ms
[2020-12-04 21:14:26 main:581] : INFO : Epoch 747 | loss: 0.000102656 | val_loss: 0.000122352 | Time: 1905.34 ms
[2020-12-04 21:14:28 main:581] : INFO : Epoch 748 | loss: 0.00014035 | val_loss: 0.000159038 | Time: 1901.34 ms
[2020-12-04 21:14:30 main:581] : INFO : Epoch 749 | loss: 0.000132898 | val_loss: 0.000128536 | Time: 1901.34 ms
[2020-12-04 21:14:32 main:581] : INFO : Epoch 750 | loss: 0.000103955 | val_loss: 0.000116945 | Time: 1902.15 ms
[2020-12-04 21:14:34 main:581] : INFO : Epoch 751 | loss: 0.00011865 | val_loss: 0.000161925 | Time: 1904.83 ms
[2020-12-04 21:14:36 main:581] : INFO : Epoch 752 | loss: 0.000114796 | val_loss: 0.00012083 | Time: 1902.17 ms
[2020-12-04 21:14:37 main:581] : INFO : Epoch 753 | loss: 0.000116289 | val_loss: 0.000150743 | Time: 1902.42 ms
[2020-12-04 21:14:39 main:581] : INFO : Epoch 754 | loss: 0.000131234 | val_loss: 0.000127557 | Time: 1902.62 ms
[2020-12-04 21:14:41 main:581] : INFO : Epoch 755 | loss: 0.000106283 | val_loss: 0.00011345 | Time: 1907.94 ms
[2020-12-04 21:14:43 main:581] : INFO : Epoch 756 | loss: 9.87734e-05 | val_loss: 0.000114283 | Time: 1907.11 ms
[2020-12-04 21:14:45 main:581] : INFO : Epoch 757 | loss: 0.000151782 | val_loss: 0.000144459 | Time: 1902.21 ms
[2020-12-04 21:14:47 main:581] : INFO : Epoch 758 | loss: 0.000171382 | val_loss: 0.000175196 | Time: 1902.34 ms
[2020-12-04 21:14:49 main:581] : INFO : Epoch 759 | loss: 0.000141482 | val_loss: 0.000132465 | Time: 1901.58 ms
[2020-12-04 21:14:51 main:581] : INFO : Epoch 760 | loss: 0.000104782 | val_loss: 0.000111632 | Time: 1902.11 ms
[2020-12-04 21:14:53 main:581] : INFO : Epoch 761 | loss: 9.92419e-05 | val_loss: 0.000122765 | Time: 1901.15 ms
[2020-12-04 21:14:55 main:581] : INFO : Epoch 762 | loss: 0.000120647 | val_loss: 0.000131265 | Time: 1900.53 ms
[2020-12-04 21:14:57 main:581] : INFO : Epoch 763 | loss: 0.00012496 | val_loss: 0.000119074 | Time: 1900.84 ms
[2020-12-04 21:14:58 main:581] : INFO : Epoch 764 | loss: 0.000101557 | val_loss: 0.000110571 | Time: 1898.91 ms
[2020-12-04 21:15:00 main:581] : INFO : Epoch 765 | loss: 9.70786e-05 | val_loss: 0.000124382 | Time: 1902.62 ms
[2020-12-04 21:15:02 main:581] : INFO : Epoch 766 | loss: 0.00013317 | val_loss: 0.000142535 | Time: 1899.13 ms
[2020-12-04 21:15:04 main:581] : INFO : Epoch 767 | loss: 0.000112418 | val_loss: 0.000121595 | Time: 1898.43 ms
[2020-12-04 21:15:06 main:581] : INFO : Epoch 768 | loss: 0.000115839 | val_loss: 0.000154654 | Time: 1903.28 ms
[2020-12-04 21:15:08 main:581] : INFO : Epoch 769 | loss: 0.000119516 | val_loss: 0.000114441 | Time: 1902.21 ms
[2020-12-04 21:15:10 main:581] : INFO : Epoch 770 | loss: 9.81869e-05 | val_loss: 0.000110981 | Time: 1904.4 ms
[2020-12-04 21:15:12 main:581] : INFO : Epoch 771 | loss: 0.000110294 | val_loss: 0.000176043 | Time: 1906.42 ms
[2020-12-04 21:15:14 main:581] : INFO : Epoch 772 | loss: 0.000128342 | val_loss: 0.00012708 | Time: 1903.09 ms
[2020-12-04 21:15:16 main:581] : INFO : Epoch 773 | loss: 0.000127157 | val_loss: 0.000131449 | Time: 1903.47 ms
[2020-12-04 21:15:17 main:581] : INFO : Epoch 774 | loss: 0.000117829 | val_loss: 0.000122071 | Time: 1901.41 ms
[2020-12-04 21:15:19 main:581] : INFO : Epoch 775 | loss: 0.000101421 | val_loss: 0.000111597 | Time: 1902.28 ms
[2020-12-04 21:15:21 main:581] : INFO : Epoch 776 | loss: 0.000106607 | val_loss: 0.000128838 | Time: 1901.84 ms
[2020-12-04 21:15:23 main:581] : INFO : Epoch 777 | loss: 0.000141615 | val_loss: 0.000153293 | Time: 1899.52 ms
[2020-12-04 21:15:25 main:581] : INFO : Epoch 778 | loss: 0.000118865 | val_loss: 0.000114835 | Time: 1902.42 ms
[2020-12-04 21:15:27 main:581] : INFO : Epoch 779 | loss: 9.86769e-05 | val_loss: 0.000110763 | Time: 1901.95 ms
[2020-12-04 21:15:29 main:581] : INFO : Epoch 780 | loss: 9.92166e-05 | val_loss: 0.000127151 | Time: 1903.09 ms
[2020-12-04 21:15:31 main:581] : INFO : Epoch 781 | loss: 0.000117144 | val_loss: 0.000127857 | Time: 1903.41 ms
[2020-12-04 21:15:33 main:581] : INFO : Epoch 782 | loss: 0.000128001 | val_loss: 0.000164647 | Time: 1901.16 ms
[2020-12-04 21:15:35 main:581] : INFO : Epoch 783 | loss: 0.000113894 | val_loss: 0.000117339 | Time: 1905.65 ms
[2020-12-04 21:15:36 main:581] : INFO : Epoch 784 | loss: 0.000109579 | val_loss: 0.000175149 | Time: 1902.7 ms
[2020-12-04 21:15:38 main:581] : INFO : Epoch 785 | loss: 0.000152302 | val_loss: 0.000130061 | Time: 1902.97 ms
[2020-12-04 21:15:40 main:581] : INFO : Epoch 786 | loss: 0.000106807 | val_loss: 0.000119278 | Time: 1907.93 ms
[2020-12-04 21:15:42 main:581] : INFO : Epoch 787 | loss: 0.00010362 | val_loss: 0.000131151 | Time: 1907.53 ms
[2020-12-04 21:15:44 main:581] : INFO : Epoch 788 | loss: 0.000114222 | val_loss: 0.000139251 | Time: 1904.68 ms
[2020-12-04 21:15:46 main:581] : INFO : Epoch 789 | loss: 0.000141623 | val_loss: 0.00012869 | Time: 1907.43 ms
[2020-12-04 21:15:48 main:581] : INFO : Epoch 790 | loss: 0.000121131 | val_loss: 0.000132379 | Time: 1905.22 ms
[2020-12-04 21:15:50 main:581] : INFO : Epoch 791 | loss: 0.000109972 | val_loss: 0.000131913 | Time: 1904.57 ms
[2020-12-04 21:15:52 main:581] : INFO : Epoch 792 | loss: 0.00011135 | val_loss: 0.000113949 | Time: 1904.5 ms
[2020-12-04 21:15:54 main:581] : INFO : Epoch 793 | loss: 0.000105384 | val_loss: 0.000126976 | Time: 1903.63 ms
[2020-12-04 21:15:56 main:581] : INFO : Epoch 794 | loss: 0.000111446 | val_loss: 0.000123698 | Time: 1905.39 ms
[2020-12-04 21:15:57 main:581] : INFO : Epoch 795 | loss: 0.000123346 | val_loss: 0.000143565 | Time: 1902.78 ms
[2020-12-04 21:15:59 main:581] : INFO : Epoch 796 | loss: 0.000116507 | val_loss: 0.000154889 | Time: 1913.31 ms
[2020-12-04 21:16:01 main:581] : INFO : Epoch 797 | loss: 0.000130447 | val_loss: 0.00013024 | Time: 1902.25 ms
[2020-12-04 21:16:03 main:581] : INFO : Epoch 798 | loss: 0.000105867 | val_loss: 0.000114564 | Time: 1903.2 ms
[2020-12-04 21:16:05 main:581] : INFO : Epoch 799 | loss: 0.000107366 | val_loss: 0.000124249 | Time: 1910.89 ms
[2020-12-04 21:16:07 main:581] : INFO : Epoch 800 | loss: 0.000107657 | val_loss: 0.000118395 | Time: 1911.49 ms
[2020-12-04 21:16:09 main:581] : INFO : Epoch 801 | loss: 0.000111787 | val_loss: 0.000119448 | Time: 1905.03 ms
[2020-12-04 21:16:11 main:581] : INFO : Epoch 802 | loss: 0.000160467 | val_loss: 0.000197676 | Time: 1905.28 ms
[2020-12-04 21:16:13 main:581] : INFO : Epoch 803 | loss: 0.000141391 | val_loss: 0.000144912 | Time: 1902.13 ms
[2020-12-04 21:16:15 main:581] : INFO : Epoch 804 | loss: 0.000115138 | val_loss: 0.000120281 | Time: 1906.03 ms
[2020-12-04 21:16:17 main:581] : INFO : Epoch 805 | loss: 0.000107637 | val_loss: 0.000133999 | Time: 1906.56 ms
[2020-12-04 21:16:18 main:581] : INFO : Epoch 806 | loss: 0.000113625 | val_loss: 0.000121332 | Time: 1904.57 ms
[2020-12-04 21:16:20 main:581] : INFO : Epoch 807 | loss: 0.000105545 | val_loss: 0.000111577 | Time: 1906.03 ms
[2020-12-04 21:16:22 main:581] : INFO : Epoch 808 | loss: 0.000102153 | val_loss: 0.000142941 | Time: 1905.88 ms
[2020-12-04 21:16:24 main:581] : INFO : Epoch 809 | loss: 0.000154682 | val_loss: 0.000142834 | Time: 1903.81 ms
[2020-12-04 21:16:26 main:581] : INFO : Epoch 810 | loss: 0.00011441 | val_loss: 0.000117391 | Time: 1905.93 ms
[2020-12-04 21:16:28 main:581] : INFO : Epoch 811 | loss: 9.89692e-05 | val_loss: 0.000110728 | Time: 1902.03 ms
[2020-12-04 21:16:30 main:581] : INFO : Epoch 812 | loss: 0.000118311 | val_loss: 0.000208386 | Time: 1903.04 ms
[2020-12-04 21:16:32 main:581] : INFO : Epoch 813 | loss: 0.000145333 | val_loss: 0.000127811 | Time: 1902.54 ms
[2020-12-04 21:16:34 main:581] : INFO : Epoch 814 | loss: 0.000103992 | val_loss: 0.000111319 | Time: 1902.71 ms
[2020-12-04 21:16:36 main:581] : INFO : Epoch 815 | loss: 9.60115e-05 | val_loss: 0.000108575 | Time: 1901.51 ms
[2020-12-04 21:16:37 main:581] : INFO : Epoch 816 | loss: 9.46623e-05 | val_loss: 0.000109631 | Time: 1899.31 ms
[2020-12-04 21:16:39 main:581] : INFO : Epoch 817 | loss: 0.000122535 | val_loss: 0.000281874 | Time: 1906.9 ms
[2020-12-04 21:16:41 main:581] : INFO : Epoch 818 | loss: 0.000197353 | val_loss: 0.000134575 | Time: 1906.48 ms
[2020-12-04 21:16:43 main:581] : INFO : Epoch 819 | loss: 0.000132929 | val_loss: 0.000125033 | Time: 1902 ms
[2020-12-04 21:16:45 main:581] : INFO : Epoch 820 | loss: 0.000104164 | val_loss: 0.000113319 | Time: 1900.94 ms
[2020-12-04 21:16:47 main:581] : INFO : Epoch 821 | loss: 9.94844e-05 | val_loss: 0.000122961 | Time: 1901.93 ms
[2020-12-04 21:16:49 main:581] : INFO : Epoch 822 | loss: 0.000112184 | val_loss: 0.000112063 | Time: 1903.53 ms
[2020-12-04 21:16:51 main:581] : INFO : Epoch 823 | loss: 0.000100641 | val_loss: 0.000115236 | Time: 1904.5 ms
[2020-12-04 21:16:53 main:581] : INFO : Epoch 824 | loss: 0.000104842 | val_loss: 0.000132468 | Time: 1902.92 ms
[2020-12-04 21:16:55 main:581] : INFO : Epoch 825 | loss: 0.000113829 | val_loss: 0.000132418 | Time: 1941.44 ms
[2020-12-04 21:16:57 main:581] : INFO : Epoch 826 | loss: 0.000145815 | val_loss: 0.000134314 | Time: 1958.8 ms
[2020-12-04 21:16:58 main:581] : INFO : Epoch 827 | loss: 0.000116056 | val_loss: 0.000125645 | Time: 1902.86 ms
[2020-12-04 21:17:00 main:581] : INFO : Epoch 828 | loss: 0.000103041 | val_loss: 0.000112355 | Time: 1902.76 ms
[2020-12-04 21:17:02 main:581] : INFO : Epoch 829 | loss: 0.000108042 | val_loss: 0.000150535 | Time: 1852.88 ms
[2020-12-04 21:17:04 main:581] : INFO : Epoch 830 | loss: 0.000115659 | val_loss: 0.000114825 | Time: 1900.78 ms
[2020-12-04 21:17:06 main:581] : INFO : Epoch 831 | loss: 0.000104547 | val_loss: 0.000130511 | Time: 1900.32 ms
[2020-12-04 21:17:08 main:581] : INFO : Epoch 832 | loss: 0.000114739 | val_loss: 0.000126093 | Time: 1901.21 ms
[2020-12-04 21:17:10 main:581] : INFO : Epoch 833 | loss: 0.000108198 | val_loss: 0.000126791 | Time: 1901.06 ms
[2020-12-04 21:17:12 main:581] : INFO : Epoch 834 | loss: 0.000131754 | val_loss: 0.000119096 | Time: 1903.32 ms
[2020-12-04 21:17:14 main:581] : INFO : Epoch 835 | loss: 0.000108843 | val_loss: 0.00011956 | Time: 1902.95 ms
[2020-12-04 21:17:16 main:581] : INFO : Epoch 836 | loss: 0.000110778 | val_loss: 0.000146554 | Time: 1902.5 ms
[2020-12-04 21:17:17 main:581] : INFO : Epoch 837 | loss: 0.000123936 | val_loss: 0.000126661 | Time: 1902.17 ms
[2020-12-04 21:17:19 main:581] : INFO : Epoch 838 | loss: 0.000103147 | val_loss: 0.000114675 | Time: 1903.11 ms
[2020-12-04 21:17:21 main:581] : INFO : Epoch 839 | loss: 0.000105797 | val_loss: 0.000131606 | Time: 1912.3 ms
[2020-12-04 21:17:23 main:581] : INFO : Epoch 840 | loss: 0.000136893 | val_loss: 0.00016138 | Time: 1911.05 ms
[2020-12-04 21:17:25 main:581] : INFO : Epoch 841 | loss: 0.000161446 | val_loss: 0.000153823 | Time: 1913.56 ms
[2020-12-04 21:17:27 main:581] : INFO : Epoch 842 | loss: 0.0001191 | val_loss: 0.00013639 | Time: 1904.8 ms
[2020-12-04 21:17:29 main:581] : INFO : Epoch 843 | loss: 0.000112482 | val_loss: 0.000111191 | Time: 1902.51 ms
[2020-12-04 21:17:31 main:581] : INFO : Epoch 844 | loss: 0.00010244 | val_loss: 0.000122815 | Time: 1901.96 ms
[2020-12-04 21:17:33 main:581] : INFO : Epoch 845 | loss: 0.000111682 | val_loss: 0.000124791 | Time: 1904.01 ms
[2020-12-04 21:17:35 main:581] : INFO : Epoch 846 | loss: 0.00012025 | val_loss: 0.000121766 | Time: 1904.17 ms
[2020-12-04 21:17:37 main:581] : INFO : Epoch 847 | loss: 0.000101354 | val_loss: 0.00011135 | Time: 1902.42 ms
[2020-12-04 21:17:38 main:581] : INFO : Epoch 848 | loss: 0.0001007 | val_loss: 0.00012653 | Time: 1905.29 ms
[2020-12-04 21:17:40 main:581] : INFO : Epoch 849 | loss: 0.000119984 | val_loss: 0.000137216 | Time: 1902.39 ms
[2020-12-04 21:17:42 main:581] : INFO : Epoch 850 | loss: 0.000133704 | val_loss: 0.000124276 | Time: 1903.45 ms
[2020-12-04 21:17:44 main:581] : INFO : Epoch 851 | loss: 0.00010775 | val_loss: 0.000116024 | Time: 1907.6 ms
[2020-12-04 21:17:46 main:581] : INFO : Epoch 852 | loss: 0.000113921 | val_loss: 0.000126401 | Time: 1907.84 ms
[2020-12-04 21:17:48 main:581] : INFO : Epoch 853 | loss: 0.000102139 | val_loss: 0.000111814 | Time: 1909.83 ms
[2020-12-04 21:17:50 main:581] : INFO : Epoch 854 | loss: 0.000120835 | val_loss: 0.000160169 | Time: 1908.63 ms
[2020-12-04 21:17:52 main:581] : INFO : Epoch 855 | loss: 0.000138852 | val_loss: 0.000131835 | Time: 1903.52 ms
[2020-12-04 21:17:54 main:581] : INFO : Epoch 856 | loss: 0.000106906 | val_loss: 0.000115579 | Time: 1914.8 ms
[2020-12-04 21:17:56 main:581] : INFO : Epoch 857 | loss: 0.000100493 | val_loss: 0.000115689 | Time: 1906.14 ms
[2020-12-04 21:17:57 main:581] : INFO : Epoch 858 | loss: 0.000109665 | val_loss: 0.00020631 | Time: 1902.7 ms
[2020-12-04 21:17:59 main:581] : INFO : Epoch 859 | loss: 0.000144949 | val_loss: 0.000125143 | Time: 1912.64 ms
[2020-12-04 21:18:01 main:581] : INFO : Epoch 860 | loss: 0.000104141 | val_loss: 0.000113608 | Time: 1909.62 ms
[2020-12-04 21:18:03 main:581] : INFO : Epoch 861 | loss: 0.000105115 | val_loss: 0.000146546 | Time: 1906.33 ms
[2020-12-04 21:18:05 main:581] : INFO : Epoch 862 | loss: 0.00012501 | val_loss: 0.000140348 | Time: 1911.58 ms
[2020-12-04 21:18:07 main:581] : INFO : Epoch 863 | loss: 0.000120432 | val_loss: 0.000139597 | Time: 1903.97 ms
[2020-12-04 21:18:09 main:581] : INFO : Epoch 864 | loss: 0.000111698 | val_loss: 0.000117367 | Time: 1901.1 ms
[2020-12-04 21:18:11 main:581] : INFO : Epoch 865 | loss: 0.000113067 | val_loss: 0.000146472 | Time: 1901.61 ms
[2020-12-04 21:18:13 main:581] : INFO : Epoch 866 | loss: 0.00011112 | val_loss: 0.000124717 | Time: 1906.52 ms
[2020-12-04 21:18:15 main:581] : INFO : Epoch 867 | loss: 0.000106713 | val_loss: 0.000112686 | Time: 1905.08 ms
[2020-12-04 21:18:17 main:581] : INFO : Epoch 868 | loss: 0.000108681 | val_loss: 0.000125357 | Time: 1903.69 ms
[2020-12-04 21:18:18 main:581] : INFO : Epoch 869 | loss: 0.0001137 | val_loss: 0.000119591 | Time: 1903.28 ms
[2020-12-04 21:18:20 main:581] : INFO : Epoch 870 | loss: 0.000124981 | val_loss: 0.000163847 | Time: 1905.79 ms
[2020-12-04 21:18:22 main:581] : INFO : Epoch 871 | loss: 0.000128048 | val_loss: 0.000129296 | Time: 1904.07 ms
[2020-12-04 21:18:24 main:581] : INFO : Epoch 872 | loss: 0.000108606 | val_loss: 0.000117748 | Time: 1902.78 ms
[2020-12-04 21:18:26 main:581] : INFO : Epoch 873 | loss: 0.000119572 | val_loss: 0.000184597 | Time: 1904.65 ms
[2020-12-04 21:18:28 main:581] : INFO : Epoch 874 | loss: 0.000150253 | val_loss: 0.000125817 | Time: 1907.17 ms
[2020-12-04 21:18:30 main:581] : INFO : Epoch 875 | loss: 0.000106045 | val_loss: 0.0001116 | Time: 1907.44 ms
[2020-12-04 21:18:32 main:581] : INFO : Epoch 876 | loss: 9.66433e-05 | val_loss: 0.000112504 | Time: 1906.76 ms
[2020-12-04 21:18:34 main:581] : INFO : Epoch 877 | loss: 0.000133668 | val_loss: 0.000138382 | Time: 1907.03 ms
[2020-12-04 21:18:36 main:581] : INFO : Epoch 878 | loss: 0.000115671 | val_loss: 0.000121983 | Time: 1905.62 ms
[2020-12-04 21:18:38 main:581] : INFO : Epoch 879 | loss: 0.000110771 | val_loss: 0.000129259 | Time: 1907.78 ms
[2020-12-04 21:18:39 main:581] : INFO : Epoch 880 | loss: 0.000104869 | val_loss: 0.000113626 | Time: 1909.84 ms
[2020-12-04 21:18:41 main:581] : INFO : Epoch 881 | loss: 0.000106835 | val_loss: 0.000119371 | Time: 1907.05 ms
[2020-12-04 21:18:43 main:581] : INFO : Epoch 882 | loss: 0.000109494 | val_loss: 0.000125062 | Time: 1906.74 ms
[2020-12-04 21:18:45 main:581] : INFO : Epoch 883 | loss: 0.000126304 | val_loss: 0.000144078 | Time: 1910.28 ms
[2020-12-04 21:18:47 main:581] : INFO : Epoch 884 | loss: 0.00011099 | val_loss: 0.000118944 | Time: 1902.31 ms
[2020-12-04 21:18:49 main:581] : INFO : Epoch 885 | loss: 0.00011166 | val_loss: 0.000126879 | Time: 1904.55 ms
[2020-12-04 21:18:51 main:581] : INFO : Epoch 886 | loss: 0.000109992 | val_loss: 0.000121906 | Time: 1901.5 ms
[2020-12-04 21:18:53 main:581] : INFO : Epoch 887 | loss: 0.00011103 | val_loss: 0.000136762 | Time: 1902.18 ms
[2020-12-04 21:18:55 main:581] : INFO : Epoch 888 | loss: 0.000122572 | val_loss: 0.000130441 | Time: 1903.45 ms
[2020-12-04 21:18:57 main:581] : INFO : Epoch 889 | loss: 0.000109407 | val_loss: 0.000124447 | Time: 1902.26 ms
[2020-12-04 21:18:58 main:581] : INFO : Epoch 890 | loss: 0.000121065 | val_loss: 0.000128314 | Time: 1903 ms
[2020-12-04 21:19:00 main:581] : INFO : Epoch 891 | loss: 0.00011496 | val_loss: 0.000122298 | Time: 1904.23 ms
[2020-12-04 21:19:02 main:581] : INFO : Epoch 892 | loss: 0.000102508 | val_loss: 0.000113847 | Time: 1904.56 ms
[2020-12-04 21:19:04 main:581] : INFO : Epoch 893 | loss: 0.000104809 | val_loss: 0.000151301 | Time: 1908.25 ms
[2020-12-04 21:19:06 main:581] : INFO : Epoch 894 | loss: 0.000138945 | val_loss: 0.000146982 | Time: 1902.09 ms
[2020-12-04 21:19:08 main:581] : INFO : Epoch 895 | loss: 0.000125928 | val_loss: 0.000146042 | Time: 1901.6 ms
[2020-12-04 21:19:10 main:581] : INFO : Epoch 896 | loss: 0.000111556 | val_loss: 0.000120018 | Time: 1903.42 ms
[2020-12-04 21:19:12 main:581] : INFO : Epoch 897 | loss: 0.000102568 | val_loss: 0.000113706 | Time: 1902.1 ms
[2020-12-04 21:19:14 main:581] : INFO : Epoch 898 | loss: 0.000105832 | val_loss: 0.000138845 | Time: 1903.61 ms
[2020-12-04 21:19:16 main:581] : INFO : Epoch 899 | loss: 0.000146086 | val_loss: 0.000207083 | Time: 1901.49 ms
[2020-12-04 21:19:18 main:581] : INFO : Epoch 900 | loss: 0.000172512 | val_loss: 0.000142884 | Time: 1902.78 ms
[2020-12-04 21:19:19 main:581] : INFO : Epoch 901 | loss: 0.000114173 | val_loss: 0.000114612 | Time: 1902.16 ms
[2020-12-04 21:19:21 main:581] : INFO : Epoch 902 | loss: 9.80232e-05 | val_loss: 0.000109474 | Time: 1902.5 ms
[2020-12-04 21:19:23 main:581] : INFO : Epoch 903 | loss: 9.49784e-05 | val_loss: 0.000109987 | Time: 1903.59 ms
[2020-12-04 21:19:25 main:581] : INFO : Epoch 904 | loss: 0.000100317 | val_loss: 0.000132809 | Time: 1902.8 ms
[2020-12-04 21:19:27 main:581] : INFO : Epoch 905 | loss: 0.000143974 | val_loss: 0.000140064 | Time: 1903.9 ms
[2020-12-04 21:19:29 main:581] : INFO : Epoch 906 | loss: 0.000115167 | val_loss: 0.000116863 | Time: 1905.9 ms
[2020-12-04 21:19:31 main:581] : INFO : Epoch 907 | loss: 9.76174e-05 | val_loss: 0.000108726 | Time: 1910.4 ms
[2020-12-04 21:19:33 main:581] : INFO : Epoch 908 | loss: 9.53498e-05 | val_loss: 0.000111482 | Time: 1902.21 ms
[2020-12-04 21:19:35 main:581] : INFO : Epoch 909 | loss: 0.00014868 | val_loss: 0.000164183 | Time: 1909.95 ms
[2020-12-04 21:19:37 main:581] : INFO : Epoch 910 | loss: 0.000139114 | val_loss: 0.000133385 | Time: 1907.44 ms
[2020-12-04 21:19:38 main:581] : INFO : Epoch 911 | loss: 0.000108966 | val_loss: 0.00012193 | Time: 1909.9 ms
[2020-12-04 21:19:40 main:581] : INFO : Epoch 912 | loss: 9.97724e-05 | val_loss: 0.00011439 | Time: 1906.75 ms
[2020-12-04 21:19:42 main:581] : INFO : Epoch 913 | loss: 0.000113176 | val_loss: 0.000147427 | Time: 1906.02 ms
[2020-12-04 21:19:44 main:581] : INFO : Epoch 914 | loss: 0.000110731 | val_loss: 0.000118306 | Time: 1901.8 ms
[2020-12-04 21:19:46 main:581] : INFO : Epoch 915 | loss: 9.82353e-05 | val_loss: 0.000111863 | Time: 1902.62 ms
[2020-12-04 21:19:48 main:581] : INFO : Epoch 916 | loss: 0.000115229 | val_loss: 0.000132603 | Time: 1902.7 ms
[2020-12-04 21:19:50 main:581] : INFO : Epoch 917 | loss: 0.000112609 | val_loss: 0.000121553 | Time: 1903.75 ms
[2020-12-04 21:19:52 main:581] : INFO : Epoch 918 | loss: 0.000121695 | val_loss: 0.000145365 | Time: 1904.94 ms
[2020-12-04 21:19:54 main:581] : INFO : Epoch 919 | loss: 0.00011154 | val_loss: 0.000113097 | Time: 1903.7 ms
[2020-12-04 21:19:56 main:581] : INFO : Epoch 920 | loss: 9.93753e-05 | val_loss: 0.000126063 | Time: 1903.24 ms
[2020-12-04 21:19:58 main:581] : INFO : Epoch 921 | loss: 0.000145821 | val_loss: 0.000135972 | Time: 1904.55 ms
[2020-12-04 21:19:59 main:581] : INFO : Epoch 922 | loss: 0.000112311 | val_loss: 0.000120595 | Time: 1901.51 ms
[2020-12-04 21:20:01 main:581] : INFO : Epoch 923 | loss: 0.000106351 | val_loss: 0.000112768 | Time: 1904.9 ms
[2020-12-04 21:20:03 main:581] : INFO : Epoch 924 | loss: 9.75226e-05 | val_loss: 0.00011454 | Time: 1902.67 ms
[2020-12-04 21:20:05 main:581] : INFO : Epoch 925 | loss: 0.000156929 | val_loss: 0.000156304 | Time: 1902.14 ms
[2020-12-04 21:20:07 main:581] : INFO : Epoch 926 | loss: 0.000128129 | val_loss: 0.000120565 | Time: 1903.1 ms
[2020-12-04 21:20:09 main:581] : INFO : Epoch 927 | loss: 0.000101288 | val_loss: 0.000116052 | Time: 1903.54 ms
[2020-12-04 21:20:11 main:581] : INFO : Epoch 928 | loss: 0.00010393 | val_loss: 0.000111386 | Time: 1905.44 ms
[2020-12-04 21:20:13 main:581] : INFO : Epoch 929 | loss: 0.000100444 | val_loss: 0.000115352 | Time: 1903.2 ms
[2020-12-04 21:20:15 main:581] : INFO : Epoch 930 | loss: 0.000123147 | val_loss: 0.000198744 | Time: 1902.9 ms
[2020-12-04 21:20:17 main:581] : INFO : Epoch 931 | loss: 0.000140612 | val_loss: 0.000126149 | Time: 1903.3 ms
[2020-12-04 21:20:18 main:581] : INFO : Epoch 932 | loss: 0.000104516 | val_loss: 0.000111665 | Time: 1904.76 ms
[2020-12-04 21:20:20 main:581] : INFO : Epoch 933 | loss: 9.83114e-05 | val_loss: 0.000124355 | Time: 1906.26 ms
[2020-12-04 21:20:22 main:581] : INFO : Epoch 934 | loss: 0.000122744 | val_loss: 0.00014604 | Time: 1904.92 ms
[2020-12-04 21:20:24 main:581] : INFO : Epoch 935 | loss: 0.000107705 | val_loss: 0.000113551 | Time: 1905.13 ms
[2020-12-04 21:20:26 main:581] : INFO : Epoch 936 | loss: 0.000120264 | val_loss: 0.000150528 | Time: 1905.43 ms
[2020-12-04 21:20:28 main:581] : INFO : Epoch 937 | loss: 0.000108629 | val_loss: 0.000112043 | Time: 1904.31 ms
[2020-12-04 21:20:30 main:581] : INFO : Epoch 938 | loss: 9.60797e-05 | val_loss: 0.000110348 | Time: 1905.3 ms
[2020-12-04 21:20:32 main:581] : INFO : Epoch 939 | loss: 0.000106509 | val_loss: 0.00014387 | Time: 1903.93 ms
[2020-12-04 21:20:34 main:581] : INFO : Epoch 940 | loss: 0.000132062 | val_loss: 0.000127059 | Time: 1901.25 ms
[2020-12-04 21:20:36 main:581] : INFO : Epoch 941 | loss: 0.000107234 | val_loss: 0.000114052 | Time: 1902 ms
[2020-12-04 21:20:37 main:581] : INFO : Epoch 942 | loss: 0.000100574 | val_loss: 0.000123533 | Time: 1903.27 ms
[2020-12-04 21:20:39 main:581] : INFO : Epoch 943 | loss: 0.000148764 | val_loss: 0.000146364 | Time: 1901.93 ms
[2020-12-04 21:20:41 main:581] : INFO : Epoch 944 | loss: 0.000114382 | val_loss: 0.000121628 | Time: 1904.41 ms
[2020-12-04 21:20:43 main:581] : INFO : Epoch 945 | loss: 0.000107801 | val_loss: 0.000133344 | Time: 1906.38 ms
[2020-12-04 21:20:45 main:581] : INFO : Epoch 946 | loss: 0.000121786 | val_loss: 0.000117935 | Time: 1905.58 ms
[2020-12-04 21:20:47 main:581] : INFO : Epoch 947 | loss: 0.00010216 | val_loss: 0.000113704 | Time: 1905.05 ms
[2020-12-04 21:20:49 main:581] : INFO : Epoch 948 | loss: 0.00010281 | val_loss: 0.000119027 | Time: 1903.5 ms
[2020-12-04 21:20:51 main:581] : INFO : Epoch 949 | loss: 0.000106195 | val_loss: 0.000128124 | Time: 1905.97 ms
[2020-12-04 21:20:53 main:581] : INFO : Epoch 950 | loss: 0.000112884 | val_loss: 0.000164342 | Time: 1906.86 ms
[2020-12-04 21:20:55 main:581] : INFO : Epoch 951 | loss: 0.00016296 | val_loss: 0.000143653 | Time: 1905.9 ms
[2020-12-04 21:20:57 main:581] : INFO : Epoch 952 | loss: 0.000110312 | val_loss: 0.000118106 | Time: 1904.04 ms
[2020-12-04 21:20:58 main:581] : INFO : Epoch 953 | loss: 9.73419e-05 | val_loss: 0.000109996 | Time: 1907.27 ms
[2020-12-04 21:21:00 main:581] : INFO : Epoch 954 | loss: 9.77022e-05 | val_loss: 0.000123065 | Time: 1906.58 ms
[2020-12-04 21:21:02 main:581] : INFO : Epoch 955 | loss: 0.00014065 | val_loss: 0.000191449 | Time: 1907.49 ms
[2020-12-04 21:21:04 main:581] : INFO : Epoch 956 | loss: 0.000131138 | val_loss: 0.000122252 | Time: 1906.6 ms
[2020-12-04 21:21:06 main:581] : INFO : Epoch 957 | loss: 0.000106146 | val_loss: 0.000115808 | Time: 1907.7 ms
[2020-12-04 21:21:08 main:581] : INFO : Epoch 958 | loss: 9.95466e-05 | val_loss: 0.000114323 | Time: 1902.76 ms
[2020-12-04 21:21:10 main:581] : INFO : Epoch 959 | loss: 0.000100246 | val_loss: 0.000124101 | Time: 1905.4 ms
[2020-12-04 21:21:12 main:581] : INFO : Epoch 960 | loss: 0.000143282 | val_loss: 0.000149507 | Time: 1903.47 ms
[2020-12-04 21:21:14 main:581] : INFO : Epoch 961 | loss: 0.000111679 | val_loss: 0.00011775 | Time: 1908.69 ms
[2020-12-04 21:21:16 main:581] : INFO : Epoch 962 | loss: 9.77561e-05 | val_loss: 0.000109604 | Time: 1905.45 ms
[2020-12-04 21:21:18 main:581] : INFO : Epoch 963 | loss: 9.78759e-05 | val_loss: 0.000114902 | Time: 1908.8 ms
[2020-12-04 21:21:19 main:581] : INFO : Epoch 964 | loss: 0.000111589 | val_loss: 0.000154431 | Time: 1909.66 ms
[2020-12-04 21:21:21 main:581] : INFO : Epoch 965 | loss: 0.000133252 | val_loss: 0.000148393 | Time: 1907.14 ms
[2020-12-04 21:21:23 main:581] : INFO : Epoch 966 | loss: 0.000119828 | val_loss: 0.000127564 | Time: 1904.6 ms
[2020-12-04 21:21:25 main:581] : INFO : Epoch 967 | loss: 0.000102846 | val_loss: 0.00011119 | Time: 1903.73 ms
[2020-12-04 21:21:27 main:581] : INFO : Epoch 968 | loss: 9.66492e-05 | val_loss: 0.000111675 | Time: 1902.8 ms
[2020-12-04 21:21:29 main:581] : INFO : Epoch 969 | loss: 0.000126597 | val_loss: 0.000155044 | Time: 1904.79 ms
[2020-12-04 21:21:31 main:581] : INFO : Epoch 970 | loss: 0.000130326 | val_loss: 0.000120436 | Time: 1902.52 ms
[2020-12-04 21:21:33 main:581] : INFO : Epoch 971 | loss: 0.000104181 | val_loss: 0.000114671 | Time: 1904.14 ms
[2020-12-04 21:21:35 main:581] : INFO : Epoch 972 | loss: 0.000101647 | val_loss: 0.000122407 | Time: 1901.67 ms
[2020-12-04 21:21:37 main:581] : INFO : Epoch 973 | loss: 0.000117358 | val_loss: 0.000122905 | Time: 1901.55 ms
[2020-12-04 21:21:38 main:581] : INFO : Epoch 974 | loss: 0.000101718 | val_loss: 0.000112197 | Time: 1904.73 ms
[2020-12-04 21:21:40 main:581] : INFO : Epoch 975 | loss: 9.83871e-05 | val_loss: 0.000116028 | Time: 1904.85 ms
[2020-12-04 21:21:42 main:581] : INFO : Epoch 976 | loss: 0.000144331 | val_loss: 0.000164476 | Time: 1906.24 ms
[2020-12-04 21:21:44 main:581] : INFO : Epoch 977 | loss: 0.000135623 | val_loss: 0.000126748 | Time: 1903.64 ms
[2020-12-04 21:21:46 main:581] : INFO : Epoch 978 | loss: 0.000104034 | val_loss: 0.000112763 | Time: 1899.95 ms
[2020-12-04 21:21:48 main:581] : INFO : Epoch 979 | loss: 9.77619e-05 | val_loss: 0.00011242 | Time: 1900.52 ms
[2020-12-04 21:21:50 main:581] : INFO : Epoch 980 | loss: 0.000116319 | val_loss: 0.0001987 | Time: 1901.95 ms
[2020-12-04 21:21:52 main:581] : INFO : Epoch 981 | loss: 0.000155538 | val_loss: 0.000147599 | Time: 1902.05 ms
[2020-12-04 21:21:54 main:581] : INFO : Epoch 982 | loss: 0.000118132 | val_loss: 0.000118351 | Time: 1903.38 ms
[2020-12-04 21:21:56 main:581] : INFO : Epoch 983 | loss: 9.92419e-05 | val_loss: 0.00011115 | Time: 1905.77 ms
[2020-12-04 21:21:57 main:581] : INFO : Epoch 984 | loss: 9.50735e-05 | val_loss: 0.000107635 | Time: 1905.4 ms
[2020-12-04 21:21:59 main:581] : INFO : Epoch 985 | loss: 0.00010355 | val_loss: 0.000170602 | Time: 1907.4 ms
[2020-12-04 21:22:01 main:581] : INFO : Epoch 986 | loss: 0.000137508 | val_loss: 0.000123936 | Time: 1906.17 ms
[2020-12-04 21:22:03 main:581] : INFO : Epoch 987 | loss: 0.000103526 | val_loss: 0.000114032 | Time: 1906.89 ms
[2020-12-04 21:22:05 main:581] : INFO : Epoch 988 | loss: 0.000104584 | val_loss: 0.000141734 | Time: 1908.17 ms
[2020-12-04 21:22:07 main:581] : INFO : Epoch 989 | loss: 0.000114714 | val_loss: 0.000115098 | Time: 1907.04 ms
[2020-12-04 21:22:09 main:581] : INFO : Epoch 990 | loss: 0.000102002 | val_loss: 0.000118783 | Time: 1905.17 ms
[2020-12-04 21:22:11 main:581] : INFO : Epoch 991 | loss: 0.000107787 | val_loss: 0.000133244 | Time: 1906.8 ms
[2020-12-04 21:22:13 main:581] : INFO : Epoch 992 | loss: 0.000144884 | val_loss: 0.000143672 | Time: 1905.8 ms
[2020-12-04 21:22:15 main:581] : INFO : Epoch 993 | loss: 0.000108241 | val_loss: 0.000114108 | Time: 1905.71 ms
[2020-12-04 21:22:17 main:581] : INFO : Epoch 994 | loss: 9.76352e-05 | val_loss: 0.000117246 | Time: 1906.38 ms
[2020-12-04 21:22:18 main:581] : INFO : Epoch 995 | loss: 0.000128139 | val_loss: 0.000129878 | Time: 1905.36 ms
[2020-12-04 21:22:20 main:581] : INFO : Epoch 996 | loss: 0.000106695 | val_loss: 0.000111902 | Time: 1904.7 ms
[2020-12-04 21:22:22 main:581] : INFO : Epoch 997 | loss: 9.93916e-05 | val_loss: 0.000126199 | Time: 1904.3 ms
[2020-12-04 21:22:24 main:581] : INFO : Epoch 998 | loss: 0.000120353 | val_loss: 0.000125924 | Time: 1901.82 ms
[2020-12-04 21:22:26 main:581] : INFO : Epoch 999 | loss: 0.000102923 | val_loss: 0.000111327 | Time: 1902.91 ms
[2020-12-04 21:22:28 main:581] : INFO : Epoch 1000 | loss: 0.000101961 | val_loss: 0.00013016 | Time: 1902.28 ms
[2020-12-04 21:22:30 main:581] : INFO : Epoch 1001 | loss: 0.000131492 | val_loss: 0.000148192 | Time: 1903.49 ms
[2020-12-04 21:22:32 main:581] : INFO : Epoch 1002 | loss: 0.000121077 | val_loss: 0.00011668 | Time: 1904.72 ms
[2020-12-04 21:22:34 main:581] : INFO : Epoch 1003 | loss: 0.000106141 | val_loss: 0.000134855 | Time: 1903.18 ms
[2020-12-04 21:22:36 main:581] : INFO : Epoch 1004 | loss: 0.000114728 | val_loss: 0.000124262 | Time: 1901.05 ms
[2020-12-04 21:22:38 main:581] : INFO : Epoch 1005 | loss: 0.000102543 | val_loss: 0.000118841 | Time: 1903.04 ms
[2020-12-04 21:22:39 main:581] : INFO : Epoch 1006 | loss: 0.000112684 | val_loss: 0.000138558 | Time: 1904.51 ms
[2020-12-04 21:22:41 main:581] : INFO : Epoch 1007 | loss: 0.000115742 | val_loss: 0.000128968 | Time: 1908.05 ms
[2020-12-04 21:22:43 main:581] : INFO : Epoch 1008 | loss: 0.00011144 | val_loss: 0.000137255 | Time: 1907.54 ms
[2020-12-04 21:22:45 main:581] : INFO : Epoch 1009 | loss: 0.000144126 | val_loss: 0.000141949 | Time: 1906.88 ms
[2020-12-04 21:22:47 main:581] : INFO : Epoch 1010 | loss: 0.000110501 | val_loss: 0.000117885 | Time: 1904.54 ms
[2020-12-04 21:22:49 main:581] : INFO : Epoch 1011 | loss: 0.000161659 | val_loss: 0.000451198 | Time: 1904.8 ms
[2020-12-04 21:22:51 main:581] : INFO : Epoch 1012 | loss: 0.0442116 | val_loss: 0.0365245 | Time: 1903.65 ms
[2020-12-04 21:22:53 main:581] : INFO : Epoch 1013 | loss: 0.0140237 | val_loss: 0.00552387 | Time: 1909.08 ms
[2020-12-04 21:22:55 main:581] : INFO : Epoch 1014 | loss: 0.00267961 | val_loss: 0.00122054 | Time: 1905.15 ms
[2020-12-04 21:22:57 main:581] : INFO : Epoch 1015 | loss: 0.000836787 | val_loss: 0.000598501 | Time: 1901.87 ms
[2020-12-04 21:22:58 main:581] : INFO : Epoch 1016 | loss: 0.000494945 | val_loss: 0.00043693 | Time: 1908.15 ms
[2020-12-04 21:23:00 main:581] : INFO : Epoch 1017 | loss: 0.000390569 | val_loss: 0.000375153 | Time: 1906.88 ms
[2020-12-04 21:23:02 main:581] : INFO : Epoch 1018 | loss: 0.000340401 | val_loss: 0.000338043 | Time: 1906.94 ms
[2020-12-04 21:23:04 main:581] : INFO : Epoch 1019 | loss: 0.000307951 | val_loss: 0.000309924 | Time: 1903.45 ms
[2020-12-04 21:23:06 main:581] : INFO : Epoch 1020 | loss: 0.000283058 | val_loss: 0.000287451 | Time: 1907.08 ms
[2020-12-04 21:23:08 main:581] : INFO : Epoch 1021 | loss: 0.000261767 | val_loss: 0.000267623 | Time: 1905.36 ms
[2020-12-04 21:23:10 main:581] : INFO : Epoch 1022 | loss: 0.000243215 | val_loss: 0.000249784 | Time: 1901.35 ms
[2020-12-04 21:23:12 main:581] : INFO : Epoch 1023 | loss: 0.000222429 | val_loss: 0.000229309 | Time: 1903.62 ms
[2020-12-04 21:23:14 main:581] : INFO : Epoch 1024 | loss: 0.000205549 | val_loss: 0.000216345 | Time: 1905.7 ms
[2020-12-04 21:23:14 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.000216345
[2020-12-04 21:23:14 main:610] : INFO : Saving end state to config to file
[2020-12-04 21:23:14 main:615] : INFO : Success, exiting..
21:23:14 (4158841): 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)