Task 3279737
| Name | EightBitModified-1605455609-1280-7_1 |
| Workunit | 1537593 |
| Created | 14 Dec 2020, 16:44:02 UTC |
| Sent | 14 Dec 2020, 17:17:59 UTC |
| Report deadline | 21 Dec 2020, 17:17:59 UTC |
| Received | 15 Dec 2020, 2:06:22 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5295 |
| Run time | 39 min 39 sec |
| CPU time | 32 min 52 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 5,115.44 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.33 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 530 | loss: 0.000127937 | val_loss: 0.000141941 | Time: 2259.42 ms
[2020-12-15 02:47:07 main:574] : INFO : Epoch 531 | loss: 0.000124576 | val_loss: 0.000141433 | Time: 2241.49 ms
[2020-12-15 02:47:11 main:574] : INFO : Epoch 532 | loss: 0.000126961 | val_loss: 0.000140966 | Time: 2230.06 ms
[2020-12-15 02:47:14 main:574] : INFO : Epoch 533 | loss: 0.00012584 | val_loss: 0.000142185 | Time: 2228.56 ms
[2020-12-15 02:47:16 main:574] : INFO : Epoch 534 | loss: 0.000133143 | val_loss: 0.000158079 | Time: 2278.92 ms
[2020-12-15 02:47:19 main:574] : INFO : Epoch 535 | loss: 0.000135609 | val_loss: 0.000145069 | Time: 2191.6 ms
[2020-12-15 02:47:22 main:574] : INFO : Epoch 536 | loss: 0.000128097 | val_loss: 0.000142313 | Time: 2295.14 ms
[2020-12-15 02:47:26 main:574] : INFO : Epoch 537 | loss: 0.000125996 | val_loss: 0.000140752 | Time: 2066.67 ms
[2020-12-15 02:47:29 main:574] : INFO : Epoch 538 | loss: 0.000127792 | val_loss: 0.000147396 | Time: 2305.97 ms
[2020-12-15 02:47:32 main:574] : INFO : Epoch 539 | loss: 0.000131577 | val_loss: 0.000151747 | Time: 2245.28 ms
[2020-12-15 02:47:34 main:574] : INFO : Epoch 540 | loss: 0.000132706 | val_loss: 0.000143807 | Time: 2237.71 ms
[2020-12-15 02:47:37 main:574] : INFO : Epoch 541 | loss: 0.000125833 | val_loss: 0.000141485 | Time: 2276.51 ms
[2020-12-15 02:47:40 main:574] : INFO : Epoch 542 | loss: 0.000128001 | val_loss: 0.000159992 | Time: 2198.2 ms
[2020-12-15 02:47:44 main:574] : INFO : Epoch 543 | loss: 0.000149256 | val_loss: 0.00015396 | Time: 2279.84 ms
[2020-12-15 02:47:46 main:574] : INFO : Epoch 544 | loss: 0.00012959 | val_loss: 0.000142436 | Time: 2206.75 ms
[2020-12-15 02:47:49 main:574] : INFO : Epoch 545 | loss: 0.000134085 | val_loss: 0.000172733 | Time: 2291.7 ms
[2020-12-15 02:47:52 main:574] : INFO : Epoch 546 | loss: 0.000135469 | val_loss: 0.000142577 | Time: 2323.69 ms
[2020-12-15 02:47:56 main:574] : INFO : Epoch 547 | loss: 0.000125109 | val_loss: 0.000139971 | Time: 2124.76 ms
[2020-12-15 02:47:59 main:574] : INFO : Epoch 548 | loss: 0.000124044 | val_loss: 0.000139526 | Time: 2247.74 ms
[2020-12-15 02:48:02 main:574] : INFO : Epoch 549 | loss: 0.000123622 | val_loss: 0.000139842 | Time: 2295.11 ms
[2020-12-15 02:48:04 main:574] : INFO : Epoch 550 | loss: 0.000124804 | val_loss: 0.000148334 | Time: 2170.19 ms
[2020-12-15 02:48:06 main:574] : INFO : Epoch 551 | loss: 0.000140957 | val_loss: 0.000153777 | Time: 2147.31 ms
[2020-12-15 02:48:09 main:574] : INFO : Epoch 552 | loss: 0.000128656 | val_loss: 0.000141675 | Time: 2137.4 ms
[2020-12-15 02:48:11 main:574] : INFO : Epoch 553 | loss: 0.000125051 | val_loss: 0.000140706 | Time: 2166.89 ms
[2020-12-15 02:48:13 main:574] : INFO : Epoch 554 | loss: 0.000124384 | val_loss: 0.000141209 | Time: 2204.02 ms
[2020-12-15 02:48:16 main:574] : INFO : Epoch 555 | loss: 0.000124664 | val_loss: 0.000139892 | Time: 2152.65 ms
[2020-12-15 02:48:18 main:574] : INFO : Epoch 556 | loss: 0.000124667 | val_loss: 0.000145795 | Time: 2381.56 ms
[2020-12-15 02:48:20 main:574] : INFO : Epoch 557 | loss: 0.000135165 | val_loss: 0.000147162 | Time: 2152.67 ms
[2020-12-15 02:48:23 main:574] : INFO : Epoch 558 | loss: 0.000127865 | val_loss: 0.000141758 | Time: 2167.7 ms
[2020-12-15 02:48:25 main:574] : INFO : Epoch 559 | loss: 0.000124988 | val_loss: 0.000140985 | Time: 2196.23 ms
[2020-12-15 02:48:27 main:574] : INFO : Epoch 560 | loss: 0.000129923 | val_loss: 0.000151255 | Time: 2156.16 ms
[2020-12-15 02:48:29 main:574] : INFO : Epoch 561 | loss: 0.000129818 | val_loss: 0.000142567 | Time: 2157.03 ms
[2020-12-15 02:48:32 main:574] : INFO : Epoch 562 | loss: 0.000125624 | val_loss: 0.000142429 | Time: 2146.21 ms
[2020-12-15 02:48:34 main:574] : INFO : Epoch 563 | loss: 0.000133084 | val_loss: 0.000168401 | Time: 2181.11 ms
[2020-12-15 02:48:36 main:574] : INFO : Epoch 564 | loss: 0.000139305 | val_loss: 0.000144092 | Time: 2141.9 ms
[2020-12-15 02:48:38 main:574] : INFO : Epoch 565 | loss: 0.00012708 | val_loss: 0.000141051 | Time: 2188.49 ms
[2020-12-15 02:48:41 main:574] : INFO : Epoch 566 | loss: 0.000124905 | val_loss: 0.000141549 | Time: 2149.31 ms
[2020-12-15 02:48:43 main:574] : INFO : Epoch 567 | loss: 0.000124756 | val_loss: 0.000142768 | Time: 2217.04 ms
[2020-12-15 02:48:45 main:574] : INFO : Epoch 568 | loss: 0.000127984 | val_loss: 0.000151586 | Time: 2158.76 ms
[2020-12-15 02:48:47 main:574] : INFO : Epoch 569 | loss: 0.000137856 | val_loss: 0.000149126 | Time: 2149.66 ms
[2020-12-15 02:48:50 main:574] : INFO : Epoch 570 | loss: 0.000128265 | val_loss: 0.000143527 | Time: 2134.44 ms
[2020-12-15 02:48:52 main:574] : INFO : Epoch 571 | loss: 0.000127251 | val_loss: 0.000151319 | Time: 2157.26 ms
[2020-12-15 02:48:54 main:574] : INFO : Epoch 572 | loss: 0.000131085 | val_loss: 0.000143648 | Time: 2153.44 ms
[2020-12-15 02:48:56 main:574] : INFO : Epoch 573 | loss: 0.000126875 | val_loss: 0.000141903 | Time: 2151.68 ms
[2020-12-15 02:48:59 main:574] : INFO : Epoch 574 | loss: 0.00012702 | val_loss: 0.000145958 | Time: 2126.03 ms
[2020-12-15 02:49:01 main:574] : INFO : Epoch 575 | loss: 0.000129699 | val_loss: 0.000147715 | Time: 2176.64 ms
[2020-12-15 02:49:03 main:574] : INFO : Epoch 576 | loss: 0.000128792 | val_loss: 0.000143103 | Time: 2139.05 ms
[2020-12-15 02:49:05 main:574] : INFO : Epoch 577 | loss: 0.000128136 | val_loss: 0.000144979 | Time: 2131.92 ms
[2020-12-15 02:49:08 main:574] : INFO : Epoch 578 | loss: 0.000131605 | val_loss: 0.000145897 | Time: 2103.56 ms
[2020-12-15 02:49:10 main:574] : INFO : Epoch 579 | loss: 0.000130133 | val_loss: 0.00014366 | Time: 2161.21 ms
[2020-12-15 02:49:12 main:574] : INFO : Epoch 580 | loss: 0.000126774 | val_loss: 0.000140246 | Time: 2164.02 ms
[2020-12-15 02:49:14 main:574] : INFO : Epoch 581 | loss: 0.000131349 | val_loss: 0.000153436 | Time: 2188.63 ms
[2020-12-15 02:49:17 main:574] : INFO : Epoch 582 | loss: 0.000131174 | val_loss: 0.000145743 | Time: 2163.13 ms
[2020-12-15 02:49:19 main:574] : INFO : Epoch 583 | loss: 0.000133951 | val_loss: 0.000146891 | Time: 2192.55 ms
[2020-12-15 02:49:21 main:574] : INFO : Epoch 584 | loss: 0.000128238 | val_loss: 0.000144374 | Time: 2132.91 ms
[2020-12-15 02:49:23 main:574] : INFO : Epoch 585 | loss: 0.000128413 | val_loss: 0.000142183 | Time: 2146.74 ms
[2020-12-15 02:49:26 main:574] : INFO : Epoch 586 | loss: 0.000125298 | val_loss: 0.00014106 | Time: 2162.94 ms
[2020-12-15 02:49:28 main:574] : INFO : Epoch 587 | loss: 0.000125502 | val_loss: 0.000142995 | Time: 2208.69 ms
[2020-12-15 02:49:30 main:574] : INFO : Epoch 588 | loss: 0.000146053 | val_loss: 0.000167458 | Time: 2176.65 ms
[2020-12-15 02:49:32 main:574] : INFO : Epoch 589 | loss: 0.000138271 | val_loss: 0.000145829 | Time: 2136.76 ms
[2020-12-15 02:49:35 main:574] : INFO : Epoch 590 | loss: 0.000127391 | val_loss: 0.000141796 | Time: 2140.04 ms
[2020-12-15 02:49:37 main:574] : INFO : Epoch 591 | loss: 0.000126988 | val_loss: 0.000146245 | Time: 2136.08 ms
[2020-12-15 02:49:39 main:574] : INFO : Epoch 592 | loss: 0.000128679 | val_loss: 0.000142321 | Time: 2112.5 ms
[2020-12-15 02:49:41 main:574] : INFO : Epoch 593 | loss: 0.00012667 | val_loss: 0.000141559 | Time: 2192.88 ms
[2020-12-15 02:49:44 main:574] : INFO : Epoch 594 | loss: 0.000126337 | val_loss: 0.000142478 | Time: 2163.15 ms
[2020-12-15 02:49:46 main:574] : INFO : Epoch 595 | loss: 0.00013034 | val_loss: 0.000155371 | Time: 2171.48 ms
[2020-12-15 02:49:48 main:574] : INFO : Epoch 596 | loss: 0.000136467 | val_loss: 0.000147958 | Time: 2159.41 ms
[2020-12-15 02:49:50 main:574] : INFO : Epoch 597 | loss: 0.000128583 | val_loss: 0.000143983 | Time: 2184.49 ms
[2020-12-15 02:49:53 main:574] : INFO : Epoch 598 | loss: 0.000126056 | val_loss: 0.000146126 | Time: 2193.61 ms
[2020-12-15 02:49:55 main:574] : INFO : Epoch 599 | loss: 0.000135858 | val_loss: 0.000157832 | Time: 2180.85 ms
[2020-12-15 02:49:57 main:574] : INFO : Epoch 600 | loss: 0.000131697 | val_loss: 0.000143059 | Time: 2190.66 ms
[2020-12-15 02:49:59 main:574] : INFO : Epoch 601 | loss: 0.000126528 | val_loss: 0.000142327 | Time: 2156.33 ms
[2020-12-15 02:50:02 main:574] : INFO : Epoch 602 | loss: 0.00012678 | val_loss: 0.000143404 | Time: 2194.12 ms
[2020-12-15 02:50:04 main:574] : INFO : Epoch 603 | loss: 0.000131798 | val_loss: 0.000156716 | Time: 2136.03 ms
[2020-12-15 02:50:06 main:574] : INFO : Epoch 604 | loss: 0.000133083 | val_loss: 0.000144277 | Time: 2163.13 ms
[2020-12-15 02:50:08 main:574] : INFO : Epoch 605 | loss: 0.000126713 | val_loss: 0.000142625 | Time: 2164.3 ms
[2020-12-15 02:50:11 main:574] : INFO : Epoch 606 | loss: 0.000126044 | val_loss: 0.000144327 | Time: 2134.71 ms
[2020-12-15 02:50:13 main:574] : INFO : Epoch 607 | loss: 0.000130486 | val_loss: 0.000167937 | Time: 2183.03 ms
[2020-12-15 02:50:15 main:574] : INFO : Epoch 608 | loss: 0.000144486 | val_loss: 0.000149442 | Time: 2213.5 ms
[2020-12-15 02:50:17 main:574] : INFO : Epoch 609 | loss: 0.000128016 | val_loss: 0.000142893 | Time: 2187.11 ms
[2020-12-15 02:50:20 main:574] : INFO : Epoch 610 | loss: 0.000132587 | val_loss: 0.000164002 | Time: 2155.84 ms
[2020-12-15 02:50:22 main:574] : INFO : Epoch 611 | loss: 0.000136935 | val_loss: 0.000144296 | Time: 2156.42 ms
[2020-12-15 02:50:24 main:574] : INFO : Epoch 612 | loss: 0.000127191 | val_loss: 0.000142302 | Time: 2153.67 ms
[2020-12-15 02:50:26 main:574] : INFO : Epoch 613 | loss: 0.000126751 | val_loss: 0.00014365 | Time: 2117.55 ms
[2020-12-15 02:50:29 main:574] : INFO : Epoch 614 | loss: 0.000125492 | val_loss: 0.000141498 | Time: 2445.34 ms
[2020-12-15 02:50:31 main:574] : INFO : Epoch 615 | loss: 0.000128836 | val_loss: 0.000144679 | Time: 2162.01 ms
[2020-12-15 02:50:33 main:574] : INFO : Epoch 616 | loss: 0.000126293 | val_loss: 0.000144498 | Time: 2132.89 ms
[2020-12-15 02:50:36 main:574] : INFO : Epoch 617 | loss: 0.000140094 | val_loss: 0.000178543 | Time: 2127.81 ms
[2020-12-15 02:50:38 main:574] : INFO : Epoch 618 | loss: 0.000139996 | val_loss: 0.000147217 | Time: 2183.89 ms
[2020-12-15 02:50:40 main:574] : INFO : Epoch 619 | loss: 0.000128664 | val_loss: 0.000143768 | Time: 2178.62 ms
[2020-12-15 02:50:42 main:574] : INFO : Epoch 620 | loss: 0.000125144 | val_loss: 0.000142278 | Time: 2176.07 ms
[2020-12-15 02:50:45 main:574] : INFO : Epoch 621 | loss: 0.000126876 | val_loss: 0.000144725 | Time: 2159.61 ms
[2020-12-15 02:50:47 main:574] : INFO : Epoch 622 | loss: 0.000131295 | val_loss: 0.000150036 | Time: 2180.07 ms
[2020-12-15 02:50:49 main:574] : INFO : Epoch 623 | loss: 0.000128472 | val_loss: 0.000142825 | Time: 2222.67 ms
[2020-12-15 02:50:51 main:574] : INFO : Epoch 624 | loss: 0.000128784 | val_loss: 0.000162252 | Time: 2143.72 ms
[2020-12-15 02:50:54 main:574] : INFO : Epoch 625 | loss: 0.000144748 | val_loss: 0.000151335 | Time: 2154.46 ms
[2020-12-15 02:50:56 main:574] : INFO : Epoch 626 | loss: 0.00013064 | val_loss: 0.000143922 | Time: 2163.84 ms
[2020-12-15 02:50:58 main:574] : INFO : Epoch 627 | loss: 0.000128198 | val_loss: 0.000142116 | Time: 2187.07 ms
[2020-12-15 02:51:00 main:574] : INFO : Epoch 628 | loss: 0.00012725 | val_loss: 0.000148569 | Time: 2187.51 ms
[2020-12-15 02:51:03 main:574] : INFO : Epoch 629 | loss: 0.000132655 | val_loss: 0.000147156 | Time: 2155.82 ms
[2020-12-15 02:51:05 main:574] : INFO : Epoch 630 | loss: 0.000129281 | val_loss: 0.00014391 | Time: 2127.85 ms
[2020-12-15 02:51:07 main:574] : INFO : Epoch 631 | loss: 0.000125979 | val_loss: 0.000143223 | Time: 2149.91 ms
[2020-12-15 02:51:09 main:574] : INFO : Epoch 632 | loss: 0.000126382 | val_loss: 0.000143668 | Time: 2161.19 ms
[2020-12-15 02:51:12 main:574] : INFO : Epoch 633 | loss: 0.000127992 | val_loss: 0.000149678 | Time: 2169.55 ms
[2020-12-15 02:51:14 main:574] : INFO : Epoch 634 | loss: 0.000149132 | val_loss: 0.000170158 | Time: 2157.36 ms
[2020-12-15 02:51:16 main:574] : INFO : Epoch 635 | loss: 0.000138701 | val_loss: 0.000146291 | Time: 2183.38 ms
[2020-12-15 02:51:18 main:574] : INFO : Epoch 636 | loss: 0.000126963 | val_loss: 0.0001436 | Time: 2158.62 ms
[2020-12-15 02:51:21 main:574] : INFO : Epoch 637 | loss: 0.000129187 | val_loss: 0.000143121 | Time: 2134.19 ms
[2020-12-15 02:51:23 main:574] : INFO : Epoch 638 | loss: 0.000126268 | val_loss: 0.000144284 | Time: 2157.31 ms
[2020-12-15 02:51:25 main:574] : INFO : Epoch 639 | loss: 0.000127898 | val_loss: 0.000141627 | Time: 2197.5 ms
[2020-12-15 02:51:27 main:574] : INFO : Epoch 640 | loss: 0.000125344 | val_loss: 0.000143774 | Time: 2171.42 ms
[2020-12-15 02:51:30 main:574] : INFO : Epoch 641 | loss: 0.000128641 | val_loss: 0.000148056 | Time: 2165.18 ms
[2020-12-15 02:51:32 main:574] : INFO : Epoch 642 | loss: 0.000134385 | val_loss: 0.000149525 | Time: 2174.89 ms
[2020-12-15 02:51:34 main:574] : INFO : Epoch 643 | loss: 0.000127726 | val_loss: 0.00014424 | Time: 2150.42 ms
[2020-12-15 02:51:36 main:574] : INFO : Epoch 644 | loss: 0.000128151 | val_loss: 0.000150862 | Time: 2175.16 ms
[2020-12-15 02:51:39 main:574] : INFO : Epoch 645 | loss: 0.000138908 | val_loss: 0.000154048 | Time: 2181.11 ms
[2020-12-15 02:51:41 main:574] : INFO : Epoch 646 | loss: 0.000136641 | val_loss: 0.000151379 | Time: 2136.77 ms
[2020-12-15 02:51:43 main:574] : INFO : Epoch 647 | loss: 0.000131971 | val_loss: 0.000144512 | Time: 2178.59 ms
[2020-12-15 02:51:45 main:574] : INFO : Epoch 648 | loss: 0.00012715 | val_loss: 0.000144728 | Time: 2139.43 ms
[2020-12-15 02:51:48 main:574] : INFO : Epoch 649 | loss: 0.000127065 | val_loss: 0.000147023 | Time: 2111.04 ms
[2020-12-15 02:51:50 main:574] : INFO : Epoch 650 | loss: 0.000130811 | val_loss: 0.000148578 | Time: 2203.61 ms
[2020-12-15 02:51:52 main:574] : INFO : Epoch 651 | loss: 0.000126862 | val_loss: 0.000142191 | Time: 2182.51 ms
[2020-12-15 02:51:54 main:574] : INFO : Epoch 652 | loss: 0.000130644 | val_loss: 0.000149411 | Time: 2173.27 ms
[2020-12-15 02:51:57 main:574] : INFO : Epoch 653 | loss: 0.000132913 | val_loss: 0.000150679 | Time: 2168.59 ms
[2020-12-15 02:51:59 main:574] : INFO : Epoch 654 | loss: 0.000132688 | val_loss: 0.000147577 | Time: 2162.21 ms
[2020-12-15 02:52:01 main:574] : INFO : Epoch 655 | loss: 0.000130461 | val_loss: 0.000146229 | Time: 2177.97 ms
[2020-12-15 02:52:03 main:574] : INFO : Epoch 656 | loss: 0.000128758 | val_loss: 0.000143379 | Time: 2141.11 ms
[2020-12-15 02:52:06 main:574] : INFO : Epoch 657 | loss: 0.000128011 | val_loss: 0.000143838 | Time: 2188.1 ms
[2020-12-15 02:52:08 main:574] : INFO : Epoch 658 | loss: 0.000134658 | val_loss: 0.000151876 | Time: 2165.32 ms
[2020-12-15 02:52:10 main:574] : INFO : Epoch 659 | loss: 0.000133119 | val_loss: 0.000147254 | Time: 2218.29 ms
[2020-12-15 02:52:12 main:574] : INFO : Epoch 660 | loss: 0.000129965 | val_loss: 0.000147574 | Time: 2124.26 ms
[2020-12-15 02:52:15 main:574] : INFO : Epoch 661 | loss: 0.000130403 | val_loss: 0.000145259 | Time: 2126.42 ms
[2020-12-15 02:52:17 main:574] : INFO : Epoch 662 | loss: 0.000126778 | val_loss: 0.000148057 | Time: 2165.07 ms
[2020-12-15 02:52:19 main:574] : INFO : Epoch 663 | loss: 0.000132254 | val_loss: 0.00014401 | Time: 2155.21 ms
[2020-12-15 02:52:21 main:574] : INFO : Epoch 664 | loss: 0.000131621 | val_loss: 0.000157105 | Time: 2167.56 ms
[2020-12-15 02:52:24 main:574] : INFO : Epoch 665 | loss: 0.000133297 | val_loss: 0.000148507 | Time: 2210.34 ms
[2020-12-15 02:52:26 main:574] : INFO : Epoch 666 | loss: 0.000129087 | val_loss: 0.000145701 | Time: 2198.96 ms
[2020-12-15 02:52:28 main:574] : INFO : Epoch 667 | loss: 0.000131859 | val_loss: 0.000157438 | Time: 2181.06 ms
[2020-12-15 02:52:30 main:574] : INFO : Epoch 668 | loss: 0.000132562 | val_loss: 0.000145309 | Time: 2159.57 ms
[2020-12-15 02:52:33 main:574] : INFO : Epoch 669 | loss: 0.000127615 | val_loss: 0.000146045 | Time: 2168.42 ms
[2020-12-15 02:52:35 main:574] : INFO : Epoch 670 | loss: 0.000130423 | val_loss: 0.000147272 | Time: 2158.61 ms
[2020-12-15 02:52:37 main:574] : INFO : Epoch 671 | loss: 0.000132289 | val_loss: 0.000149999 | Time: 2232.81 ms
[2020-12-15 02:52:40 main:574] : INFO : Epoch 672 | loss: 0.000128762 | val_loss: 0.000144407 | Time: 2166.53 ms
[2020-12-15 02:52:42 main:574] : INFO : Epoch 673 | loss: 0.000131421 | val_loss: 0.000146215 | Time: 2214.25 ms
[2020-12-15 02:52:44 main:574] : INFO : Epoch 674 | loss: 0.000132975 | val_loss: 0.000148038 | Time: 2173.41 ms
[2020-12-15 02:52:46 main:574] : INFO : Epoch 675 | loss: 0.000129655 | val_loss: 0.000144338 | Time: 2162.82 ms
[2020-12-15 02:52:49 main:574] : INFO : Epoch 676 | loss: 0.000125823 | val_loss: 0.000141463 | Time: 2135.06 ms
[2020-12-15 02:52:51 main:574] : INFO : Epoch 677 | loss: 0.000132528 | val_loss: 0.000151281 | Time: 2179.65 ms
[2020-12-15 02:52:53 main:574] : INFO : Epoch 678 | loss: 0.000131865 | val_loss: 0.000144486 | Time: 2189.24 ms
[2020-12-15 02:52:55 main:574] : INFO : Epoch 679 | loss: 0.000131773 | val_loss: 0.000148726 | Time: 2188.03 ms
[2020-12-15 02:52:58 main:574] : INFO : Epoch 680 | loss: 0.000128664 | val_loss: 0.000148054 | Time: 2193.12 ms
[2020-12-15 02:53:00 main:574] : INFO : Epoch 681 | loss: 0.000129556 | val_loss: 0.000143355 | Time: 2199.04 ms
[2020-12-15 02:53:02 main:574] : INFO : Epoch 682 | loss: 0.000127116 | val_loss: 0.00014307 | Time: 2173.05 ms
[2020-12-15 02:53:04 main:574] : INFO : Epoch 683 | loss: 0.00013078 | val_loss: 0.000151625 | Time: 2117.13 ms
[2020-12-15 02:53:07 main:574] : INFO : Epoch 684 | loss: 0.000140911 | val_loss: 0.000155826 | Time: 2194.3 ms
[2020-12-15 02:53:09 main:574] : INFO : Epoch 685 | loss: 0.000133814 | val_loss: 0.00014501 | Time: 2152.74 ms
[2020-12-15 02:53:11 main:574] : INFO : Epoch 686 | loss: 0.000129497 | val_loss: 0.000144851 | Time: 2130.56 ms
[2020-12-15 02:53:13 main:574] : INFO : Epoch 687 | loss: 0.00012705 | val_loss: 0.000144174 | Time: 2187.9 ms
[2020-12-15 02:53:16 main:574] : INFO : Epoch 688 | loss: 0.000126141 | val_loss: 0.000143882 | Time: 2217.18 ms
[2020-12-15 02:53:18 main:574] : INFO : Epoch 689 | loss: 0.000134775 | val_loss: 0.000158209 | Time: 2189.71 ms
[2020-12-15 02:53:20 main:574] : INFO : Epoch 690 | loss: 0.000135155 | val_loss: 0.000151337 | Time: 2151.09 ms
[2020-12-15 02:53:22 main:574] : INFO : Epoch 691 | loss: 0.000129753 | val_loss: 0.000144946 | Time: 2159.26 ms
[2020-12-15 02:53:25 main:574] : INFO : Epoch 692 | loss: 0.000130275 | val_loss: 0.000147987 | Time: 2148.97 ms
[2020-12-15 02:53:27 main:574] : INFO : Epoch 693 | loss: 0.000127388 | val_loss: 0.000142924 | Time: 2366.14 ms
[2020-12-15 02:53:29 main:574] : INFO : Epoch 694 | loss: 0.000127027 | val_loss: 0.000143768 | Time: 2225.19 ms
[2020-12-15 02:53:32 main:574] : INFO : Epoch 695 | loss: 0.000135866 | val_loss: 0.000146471 | Time: 2189.51 ms
[2020-12-15 02:53:34 main:574] : INFO : Epoch 696 | loss: 0.000128757 | val_loss: 0.000148681 | Time: 2145.26 ms
[2020-12-15 02:53:36 main:574] : INFO : Epoch 697 | loss: 0.000131769 | val_loss: 0.000152771 | Time: 2181.76 ms
[2020-12-15 02:53:39 main:574] : INFO : Epoch 698 | loss: 0.000132832 | val_loss: 0.000148336 | Time: 2203.46 ms
[2020-12-15 02:53:41 main:574] : INFO : Epoch 699 | loss: 0.00013175 | val_loss: 0.00014547 | Time: 2109.15 ms
[2020-12-15 02:53:43 main:574] : INFO : Epoch 700 | loss: 0.000127248 | val_loss: 0.000145119 | Time: 2122.83 ms
[2020-12-15 02:53:45 main:574] : INFO : Epoch 701 | loss: 0.0001289 | val_loss: 0.000147639 | Time: 2217.44 ms
[2020-12-15 02:53:48 main:574] : INFO : Epoch 702 | loss: 0.000128667 | val_loss: 0.000146066 | Time: 2170.62 ms
[2020-12-15 02:53:50 main:574] : INFO : Epoch 703 | loss: 0.000130046 | val_loss: 0.000153345 | Time: 2164.19 ms
[2020-12-15 02:53:52 main:574] : INFO : Epoch 704 | loss: 0.000132677 | val_loss: 0.000149146 | Time: 2160.59 ms
[2020-12-15 02:53:54 main:574] : INFO : Epoch 705 | loss: 0.000131724 | val_loss: 0.000148654 | Time: 2168.05 ms
[2020-12-15 02:53:57 main:574] : INFO : Epoch 706 | loss: 0.000129526 | val_loss: 0.00014462 | Time: 2168.59 ms
[2020-12-15 02:53:59 main:574] : INFO : Epoch 707 | loss: 0.000134094 | val_loss: 0.000149092 | Time: 2116.82 ms
[2020-12-15 02:54:01 main:574] : INFO : Epoch 708 | loss: 0.000132695 | val_loss: 0.000145633 | Time: 2198.09 ms
[2020-12-15 02:54:04 main:574] : INFO : Epoch 709 | loss: 0.000128695 | val_loss: 0.000143711 | Time: 2123.81 ms
[2020-12-15 02:54:06 main:574] : INFO : Epoch 710 | loss: 0.000127335 | val_loss: 0.000144774 | Time: 2234.84 ms
[2020-12-15 02:54:08 main:574] : INFO : Epoch 711 | loss: 0.000126984 | val_loss: 0.000149368 | Time: 2215.03 ms
[2020-12-15 02:54:10 main:574] : INFO : Epoch 712 | loss: 0.000139746 | val_loss: 0.000149369 | Time: 2166.76 ms
[2020-12-15 02:54:13 main:574] : INFO : Epoch 713 | loss: 0.000129666 | val_loss: 0.000144957 | Time: 2176.67 ms
[2020-12-15 02:54:15 main:574] : INFO : Epoch 714 | loss: 0.000128323 | val_loss: 0.000147366 | Time: 2268.84 ms
[2020-12-15 02:54:17 main:574] : INFO : Epoch 715 | loss: 0.000129227 | val_loss: 0.000144269 | Time: 2194.31 ms
[2020-12-15 02:54:20 main:574] : INFO : Epoch 716 | loss: 0.000127313 | val_loss: 0.000145283 | Time: 2129.46 ms
[2020-12-15 02:54:22 main:574] : INFO : Epoch 717 | loss: 0.000130301 | val_loss: 0.000145987 | Time: 2174.01 ms
[2020-12-15 02:54:24 main:574] : INFO : Epoch 718 | loss: 0.000134303 | val_loss: 0.000162812 | Time: 2219.39 ms
[2020-12-15 02:54:26 main:574] : INFO : Epoch 719 | loss: 0.000142613 | val_loss: 0.000155177 | Time: 2205.23 ms
[2020-12-15 02:54:29 main:574] : INFO : Epoch 720 | loss: 0.00013164 | val_loss: 0.000147567 | Time: 2186.75 ms
[2020-12-15 02:54:31 main:574] : INFO : Epoch 721 | loss: 0.000126699 | val_loss: 0.000140576 | Time: 2133.52 ms
[2020-12-15 02:54:33 main:574] : INFO : Epoch 722 | loss: 0.000127292 | val_loss: 0.000143928 | Time: 2230.04 ms
[2020-12-15 02:54:35 main:574] : INFO : Epoch 723 | loss: 0.000125729 | val_loss: 0.00014484 | Time: 2160.04 ms
[2020-12-15 02:54:38 main:574] : INFO : Epoch 724 | loss: 0.000127269 | val_loss: 0.000147695 | Time: 2195.68 ms
[2020-12-15 02:54:40 main:574] : INFO : Epoch 725 | loss: 0.000134205 | val_loss: 0.000152008 | Time: 2155.22 ms
[2020-12-15 02:54:42 main:574] : INFO : Epoch 726 | loss: 0.00012875 | val_loss: 0.000145114 | Time: 2202.02 ms
[2020-12-15 02:54:44 main:574] : INFO : Epoch 727 | loss: 0.000133392 | val_loss: 0.000155148 | Time: 2131.07 ms
[2020-12-15 02:54:47 main:574] : INFO : Epoch 728 | loss: 0.00013435 | val_loss: 0.000147853 | Time: 2178.13 ms
[2020-12-15 02:54:49 main:574] : INFO : Epoch 729 | loss: 0.000128598 | val_loss: 0.000145972 | Time: 2166.75 ms
[2020-12-15 02:54:51 main:574] : INFO : Epoch 730 | loss: 0.000127179 | val_loss: 0.000144349 | Time: 2168.55 ms
[2020-12-15 02:54:53 main:574] : INFO : Epoch 731 | loss: 0.000131249 | val_loss: 0.00016241 | Time: 2143.11 ms
[2020-12-15 02:54:56 main:574] : INFO : Epoch 732 | loss: 0.000141126 | val_loss: 0.000156673 | Time: 2171.94 ms
[2020-12-15 02:54:58 main:574] : INFO : Epoch 733 | loss: 0.00013038 | val_loss: 0.000146324 | Time: 2117.69 ms
[2020-12-15 02:55:00 main:574] : INFO : Epoch 734 | loss: 0.000127267 | val_loss: 0.000142145 | Time: 2186.66 ms
[2020-12-15 02:55:02 main:574] : INFO : Epoch 735 | loss: 0.000126389 | val_loss: 0.000144952 | Time: 2196.83 ms
[2020-12-15 02:55:05 main:574] : INFO : Epoch 736 | loss: 0.00012907 | val_loss: 0.00014548 | Time: 2184.33 ms
[2020-12-15 02:55:07 main:574] : INFO : Epoch 737 | loss: 0.000143976 | val_loss: 0.00015804 | Time: 2139.38 ms
[2020-12-15 02:55:09 main:574] : INFO : Epoch 738 | loss: 0.000135315 | val_loss: 0.00014868 | Time: 2159.48 ms
[2020-12-15 02:55:11 main:574] : INFO : Epoch 739 | loss: 0.000127173 | val_loss: 0.00014223 | Time: 2191.31 ms
[2020-12-15 02:55:14 main:574] : INFO : Epoch 740 | loss: 0.000125299 | val_loss: 0.000142184 | Time: 2139.65 ms
[2020-12-15 02:55:16 main:574] : INFO : Epoch 741 | loss: 0.000125004 | val_loss: 0.000141594 | Time: 2143.6 ms
[2020-12-15 02:55:18 main:574] : INFO : Epoch 742 | loss: 0.000127027 | val_loss: 0.000151893 | Time: 2104.28 ms
[2020-12-15 02:55:20 main:574] : INFO : Epoch 743 | loss: 0.00014925 | val_loss: 0.000150735 | Time: 2166.44 ms
[2020-12-15 02:55:22 main:574] : INFO : Epoch 744 | loss: 0.000130721 | val_loss: 0.000144279 | Time: 2153.85 ms
[2020-12-15 02:55:25 main:574] : INFO : Epoch 745 | loss: 0.000127841 | val_loss: 0.000145908 | Time: 2156.85 ms
[2020-12-15 02:55:27 main:574] : INFO : Epoch 746 | loss: 0.000132891 | val_loss: 0.00014537 | Time: 2151.57 ms
[2020-12-15 02:55:29 main:574] : INFO : Epoch 747 | loss: 0.000127435 | val_loss: 0.000143013 | Time: 2176.92 ms
[2020-12-15 02:55:31 main:574] : INFO : Epoch 748 | loss: 0.000125319 | val_loss: 0.000142725 | Time: 2163.21 ms
[2020-12-15 02:55:34 main:574] : INFO : Epoch 749 | loss: 0.000125953 | val_loss: 0.00014617 | Time: 2172.99 ms
[2020-12-15 02:55:36 main:574] : INFO : Epoch 750 | loss: 0.00013201 | val_loss: 0.000149559 | Time: 2154.09 ms
[2020-12-15 02:55:38 main:574] : INFO : Epoch 751 | loss: 0.00013472 | val_loss: 0.000150151 | Time: 2199.19 ms
[2020-12-15 02:55:40 main:574] : INFO : Epoch 752 | loss: 0.000128417 | val_loss: 0.000146665 | Time: 2162.65 ms
[2020-12-15 02:55:43 main:574] : INFO : Epoch 753 | loss: 0.000127799 | val_loss: 0.000149123 | Time: 2179.6 ms
[2020-12-15 02:55:45 main:574] : INFO : Epoch 754 | loss: 0.000135302 | val_loss: 0.000150177 | Time: 2131.48 ms
[2020-12-15 02:55:47 main:574] : INFO : Epoch 755 | loss: 0.000130123 | val_loss: 0.000145255 | Time: 2194.87 ms
[2020-12-15 02:55:50 main:574] : INFO : Epoch 756 | loss: 0.000126253 | val_loss: 0.000147245 | Time: 2266.18 ms
[2020-12-15 02:55:52 main:574] : INFO : Epoch 757 | loss: 0.000130241 | val_loss: 0.000148616 | Time: 2222.23 ms
[2020-12-15 02:55:54 main:574] : INFO : Epoch 758 | loss: 0.000131979 | val_loss: 0.000151042 | Time: 2217.72 ms
[2020-12-15 02:55:56 main:574] : INFO : Epoch 759 | loss: 0.000128173 | val_loss: 0.000146577 | Time: 2114.42 ms
[2020-12-15 02:55:59 main:574] : INFO : Epoch 760 | loss: 0.000129096 | val_loss: 0.000150869 | Time: 2137.53 ms
[2020-12-15 02:56:01 main:574] : INFO : Epoch 761 | loss: 0.000135779 | val_loss: 0.000149489 | Time: 2146.5 ms
[2020-12-15 02:56:03 main:574] : INFO : Epoch 762 | loss: 0.000131692 | val_loss: 0.000143982 | Time: 2171.34 ms
[2020-12-15 02:56:05 main:574] : INFO : Epoch 763 | loss: 0.000129094 | val_loss: 0.000149035 | Time: 2128.24 ms
[2020-12-15 02:56:08 main:574] : INFO : Epoch 764 | loss: 0.000135096 | val_loss: 0.00015884 | Time: 2174.63 ms
[2020-12-15 02:56:10 main:574] : INFO : Epoch 765 | loss: 0.000132192 | val_loss: 0.000147162 | Time: 2114 ms
[2020-12-15 02:56:12 main:574] : INFO : Epoch 766 | loss: 0.000128028 | val_loss: 0.000146025 | Time: 2182.74 ms
[2020-12-15 02:56:14 main:574] : INFO : Epoch 767 | loss: 0.000127382 | val_loss: 0.000146255 | Time: 2229.66 ms
[2020-12-15 02:56:17 main:574] : INFO : Epoch 768 | loss: 0.000133797 | val_loss: 0.000147196 | Time: 2176.4 ms
[2020-12-15 02:56:19 main:574] : INFO : Epoch 769 | loss: 0.000128329 | val_loss: 0.000143399 | Time: 2173.48 ms
[2020-12-15 02:56:21 main:574] : INFO : Epoch 770 | loss: 0.000131138 | val_loss: 0.000147245 | Time: 2127.12 ms
[2020-12-15 02:56:23 main:574] : INFO : Epoch 771 | loss: 0.000130433 | val_loss: 0.000144715 | Time: 2158.43 ms
[2020-12-15 02:56:26 main:574] : INFO : Epoch 772 | loss: 0.000128966 | val_loss: 0.000142808 | Time: 2166.25 ms
[2020-12-15 02:56:28 main:574] : INFO : Epoch 773 | loss: 0.00012749 | val_loss: 0.000152003 | Time: 2140.84 ms
[2020-12-15 02:56:30 main:574] : INFO : Epoch 774 | loss: 0.000141493 | val_loss: 0.0001507 | Time: 2143.16 ms
[2020-12-15 02:56:32 main:574] : INFO : Epoch 775 | loss: 0.000129407 | val_loss: 0.000145158 | Time: 2158.66 ms
[2020-12-15 02:56:34 main:574] : INFO : Epoch 776 | loss: 0.000127975 | val_loss: 0.00014429 | Time: 2137.48 ms
[2020-12-15 02:56:37 main:574] : INFO : Epoch 777 | loss: 0.000131579 | val_loss: 0.000142973 | Time: 2212.09 ms
[2020-12-15 02:56:39 main:574] : INFO : Epoch 778 | loss: 0.000127086 | val_loss: 0.000143101 | Time: 2200.81 ms
[2020-12-15 02:56:41 main:574] : INFO : Epoch 779 | loss: 0.000125123 | val_loss: 0.000145964 | Time: 2147.2 ms
[2020-12-15 02:56:43 main:574] : INFO : Epoch 780 | loss: 0.000134375 | val_loss: 0.000149513 | Time: 2119.19 ms
[2020-12-15 02:56:46 main:574] : INFO : Epoch 781 | loss: 0.00013621 | val_loss: 0.000149116 | Time: 2195.5 ms
[2020-12-15 02:56:48 main:574] : INFO : Epoch 782 | loss: 0.000129599 | val_loss: 0.000145016 | Time: 2220.67 ms
[2020-12-15 02:56:50 main:574] : INFO : Epoch 783 | loss: 0.000126788 | val_loss: 0.000143477 | Time: 2196.27 ms
[2020-12-15 02:56:53 main:574] : INFO : Epoch 784 | loss: 0.000127985 | val_loss: 0.000148878 | Time: 2234.17 ms
[2020-12-15 02:56:55 main:574] : INFO : Epoch 785 | loss: 0.000139094 | val_loss: 0.000153118 | Time: 2203.51 ms
[2020-12-15 02:56:57 main:574] : INFO : Epoch 786 | loss: 0.000131955 | val_loss: 0.000148247 | Time: 2145.5 ms
[2020-12-15 02:56:59 main:574] : INFO : Epoch 787 | loss: 0.000127671 | val_loss: 0.000144121 | Time: 2169.43 ms
[2020-12-15 02:57:02 main:574] : INFO : Epoch 788 | loss: 0.000125452 | val_loss: 0.000143378 | Time: 2142.33 ms
[2020-12-15 02:57:04 main:574] : INFO : Epoch 789 | loss: 0.000128596 | val_loss: 0.000149058 | Time: 2197.7 ms
[2020-12-15 02:57:06 main:574] : INFO : Epoch 790 | loss: 0.000131804 | val_loss: 0.000152202 | Time: 2143.35 ms
[2020-12-15 02:57:08 main:574] : INFO : Epoch 791 | loss: 0.000136689 | val_loss: 0.000151228 | Time: 2154.17 ms
[2020-12-15 02:57:11 main:574] : INFO : Epoch 792 | loss: 0.000129854 | val_loss: 0.000146438 | Time: 2147.05 ms
[2020-12-15 02:57:13 main:574] : INFO : Epoch 793 | loss: 0.000126939 | val_loss: 0.000144616 | Time: 2174.47 ms
[2020-12-15 02:57:15 main:574] : INFO : Epoch 794 | loss: 0.000127838 | val_loss: 0.000148431 | Time: 2166.53 ms
[2020-12-15 02:57:17 main:574] : INFO : Epoch 795 | loss: 0.000128468 | val_loss: 0.000152387 | Time: 2183.04 ms
[2020-12-15 02:57:20 main:574] : INFO : Epoch 796 | loss: 0.000143181 | val_loss: 0.000154301 | Time: 2153.8 ms
[2020-12-15 02:57:22 main:574] : INFO : Epoch 797 | loss: 0.000129102 | val_loss: 0.000145345 | Time: 2154.16 ms
[2020-12-15 02:57:24 main:574] : INFO : Epoch 798 | loss: 0.00012732 | val_loss: 0.000148969 | Time: 2171.67 ms
[2020-12-15 02:57:26 main:574] : INFO : Epoch 799 | loss: 0.000127405 | val_loss: 0.00014337 | Time: 2205.66 ms
[2020-12-15 02:57:29 main:574] : INFO : Epoch 800 | loss: 0.000125355 | val_loss: 0.000146558 | Time: 2152.07 ms
[2020-12-15 02:57:31 main:574] : INFO : Epoch 801 | loss: 0.000138134 | val_loss: 0.000149512 | Time: 2198.43 ms
[2020-12-15 02:57:33 main:574] : INFO : Epoch 802 | loss: 0.000131416 | val_loss: 0.000147798 | Time: 2217.34 ms
[2020-12-15 02:57:35 main:574] : INFO : Epoch 803 | loss: 0.000129685 | val_loss: 0.000144277 | Time: 2172.94 ms
[2020-12-15 02:57:38 main:574] : INFO : Epoch 804 | loss: 0.000125314 | val_loss: 0.000144109 | Time: 2169.3 ms
[2020-12-15 02:57:40 main:574] : INFO : Epoch 805 | loss: 0.000128609 | val_loss: 0.000148545 | Time: 2140.39 ms
[2020-12-15 02:57:42 main:574] : INFO : Epoch 806 | loss: 0.000130358 | val_loss: 0.000156319 | Time: 2171.45 ms
[2020-12-15 02:57:44 main:574] : INFO : Epoch 807 | loss: 0.000138438 | val_loss: 0.000150315 | Time: 2093.88 ms
[2020-12-15 02:57:46 main:574] : INFO : Epoch 808 | loss: 0.000131663 | val_loss: 0.000154061 | Time: 2173.37 ms
[2020-12-15 02:57:49 main:574] : INFO : Epoch 809 | loss: 0.000129137 | val_loss: 0.00014823 | Time: 2189.34 ms
[2020-12-15 02:57:51 main:574] : INFO : Epoch 810 | loss: 0.000126919 | val_loss: 0.000146426 | Time: 2195.7 ms
[2020-12-15 02:57:53 main:574] : INFO : Epoch 811 | loss: 0.000128913 | val_loss: 0.000147426 | Time: 2168.15 ms
[2020-12-15 02:57:56 main:574] : INFO : Epoch 812 | loss: 0.00012872 | val_loss: 0.000148082 | Time: 2165.56 ms
[2020-12-15 02:57:58 main:574] : INFO : Epoch 813 | loss: 0.000128038 | val_loss: 0.00014586 | Time: 2246.06 ms
[2020-12-15 02:58:00 main:574] : INFO : Epoch 814 | loss: 0.00012829 | val_loss: 0.000150909 | Time: 2218.69 ms
[2020-12-15 02:58:03 main:574] : INFO : Epoch 815 | loss: 0.000147226 | val_loss: 0.00016961 | Time: 2210.45 ms
[2020-12-15 02:58:05 main:574] : INFO : Epoch 816 | loss: 0.000135207 | val_loss: 0.000152295 | Time: 2116.36 ms
[2020-12-15 02:58:07 main:574] : INFO : Epoch 817 | loss: 0.000128936 | val_loss: 0.000149563 | Time: 2167.95 ms
[2020-12-15 02:58:09 main:574] : INFO : Epoch 818 | loss: 0.000127951 | val_loss: 0.000144729 | Time: 2149.74 ms
[2020-12-15 02:58:12 main:574] : INFO : Epoch 819 | loss: 0.000126295 | val_loss: 0.000146007 | Time: 2170.64 ms
[2020-12-15 02:58:14 main:574] : INFO : Epoch 820 | loss: 0.000125199 | val_loss: 0.000143826 | Time: 2171.91 ms
[2020-12-15 02:58:16 main:574] : INFO : Epoch 821 | loss: 0.000126017 | val_loss: 0.000147424 | Time: 2102.83 ms
[2020-12-15 02:58:18 main:574] : INFO : Epoch 822 | loss: 0.000137469 | val_loss: 0.000150282 | Time: 2106.41 ms
[2020-12-15 02:58:20 main:574] : INFO : Epoch 823 | loss: 0.000131957 | val_loss: 0.000149322 | Time: 2166.2 ms
[2020-12-15 02:58:23 main:574] : INFO : Epoch 824 | loss: 0.000129391 | val_loss: 0.000143987 | Time: 2136.66 ms
[2020-12-15 02:58:25 main:574] : INFO : Epoch 825 | loss: 0.000129325 | val_loss: 0.00014593 | Time: 2163.26 ms
[2020-12-15 02:58:27 main:574] : INFO : Epoch 826 | loss: 0.000128472 | val_loss: 0.000146593 | Time: 2153.17 ms
[2020-12-15 02:58:29 main:574] : INFO : Epoch 827 | loss: 0.000129293 | val_loss: 0.00014444 | Time: 2166.05 ms
[2020-12-15 02:58:32 main:574] : INFO : Epoch 828 | loss: 0.000127207 | val_loss: 0.000153413 | Time: 2158.77 ms
[2020-12-15 02:58:34 main:574] : INFO : Epoch 829 | loss: 0.000131599 | val_loss: 0.000150903 | Time: 2109.25 ms
[2020-12-15 02:58:36 main:574] : INFO : Epoch 830 | loss: 0.000135904 | val_loss: 0.00014877 | Time: 2145.1 ms
[2020-12-15 02:58:38 main:574] : INFO : Epoch 831 | loss: 0.000126355 | val_loss: 0.000144463 | Time: 2172.81 ms
[2020-12-15 02:58:41 main:574] : INFO : Epoch 832 | loss: 0.000125468 | val_loss: 0.0001437 | Time: 2215.94 ms
[2020-12-15 02:58:43 main:574] : INFO : Epoch 833 | loss: 0.000126433 | val_loss: 0.000148961 | Time: 2241.41 ms
[2020-12-15 02:58:45 main:574] : INFO : Epoch 834 | loss: 0.000136677 | val_loss: 0.000152436 | Time: 2150.25 ms
[2020-12-15 02:58:47 main:574] : INFO : Epoch 835 | loss: 0.000134116 | val_loss: 0.000150215 | Time: 2195.78 ms
[2020-12-15 02:58:50 main:574] : INFO : Epoch 836 | loss: 0.000129821 | val_loss: 0.000146924 | Time: 2209.86 ms
[2020-12-15 02:58:52 main:574] : INFO : Epoch 837 | loss: 0.000127077 | val_loss: 0.00014727 | Time: 2126.86 ms
[2020-12-15 02:58:54 main:574] : INFO : Epoch 838 | loss: 0.000131106 | val_loss: 0.000150499 | Time: 2168.52 ms
[2020-12-15 02:58:56 main:574] : INFO : Epoch 839 | loss: 0.000128387 | val_loss: 0.000147168 | Time: 2123.66 ms
[2020-12-15 02:58:59 main:574] : INFO : Epoch 840 | loss: 0.000130245 | val_loss: 0.000151186 | Time: 2208.88 ms
[2020-12-15 02:59:01 main:574] : INFO : Epoch 841 | loss: 0.000128937 | val_loss: 0.000146634 | Time: 2139.49 ms
[2020-12-15 02:59:03 main:574] : INFO : Epoch 842 | loss: 0.000125593 | val_loss: 0.000147708 | Time: 2182.75 ms
[2020-12-15 02:59:05 main:574] : INFO : Epoch 843 | loss: 0.000135682 | val_loss: 0.000174222 | Time: 2198.64 ms
[2020-12-15 02:59:08 main:574] : INFO : Epoch 844 | loss: 0.000148162 | val_loss: 0.000155424 | Time: 2156.22 ms
[2020-12-15 02:59:10 main:574] : INFO : Epoch 845 | loss: 0.000129888 | val_loss: 0.000147493 | Time: 2202.16 ms
[2020-12-15 02:59:12 main:574] : INFO : Epoch 846 | loss: 0.00012655 | val_loss: 0.000146852 | Time: 2212.19 ms
[2020-12-15 02:59:15 main:574] : INFO : Epoch 847 | loss: 0.000125465 | val_loss: 0.000147287 | Time: 2187.61 ms
[2020-12-15 02:59:17 main:574] : INFO : Epoch 848 | loss: 0.000127085 | val_loss: 0.00015177 | Time: 2259.9 ms
[2020-12-15 02:59:19 main:574] : INFO : Epoch 849 | loss: 0.000128999 | val_loss: 0.000145933 | Time: 2155.12 ms
[2020-12-15 02:59:22 main:574] : INFO : Epoch 850 | loss: 0.000131716 | val_loss: 0.000148504 | Time: 2185.01 ms
[2020-12-15 02:59:24 main:574] : INFO : Epoch 851 | loss: 0.000128773 | val_loss: 0.000143273 | Time: 2140.44 ms
[2020-12-15 02:59:26 main:574] : INFO : Epoch 852 | loss: 0.000127077 | val_loss: 0.000146174 | Time: 2204.54 ms
[2020-12-15 02:59:28 main:574] : INFO : Epoch 853 | loss: 0.000128845 | val_loss: 0.000148854 | Time: 2215.04 ms
[2020-12-15 02:59:31 main:574] : INFO : Epoch 854 | loss: 0.000141189 | val_loss: 0.000162309 | Time: 2126.16 ms
[2020-12-15 02:59:33 main:574] : INFO : Epoch 855 | loss: 0.000133479 | val_loss: 0.000149703 | Time: 2191.75 ms
[2020-12-15 02:59:35 main:574] : INFO : Epoch 856 | loss: 0.000128386 | val_loss: 0.000150255 | Time: 2150.01 ms
[2020-12-15 02:59:37 main:574] : INFO : Epoch 857 | loss: 0.000127272 | val_loss: 0.000144704 | Time: 2155.57 ms
[2020-12-15 02:59:40 main:574] : INFO : Epoch 858 | loss: 0.000126741 | val_loss: 0.000149058 | Time: 2177.41 ms
[2020-12-15 02:59:42 main:574] : INFO : Epoch 859 | loss: 0.00013548 | val_loss: 0.000151744 | Time: 2175.05 ms
[2020-12-15 02:59:44 main:574] : INFO : Epoch 860 | loss: 0.0001304 | val_loss: 0.000147519 | Time: 2114.56 ms
[2020-12-15 02:59:46 main:574] : INFO : Epoch 861 | loss: 0.000126215 | val_loss: 0.000145665 | Time: 2179.25 ms
[2020-12-15 02:59:48 main:574] : INFO : Epoch 862 | loss: 0.000126108 | val_loss: 0.000149847 | Time: 2129.87 ms
[2020-12-15 02:59:51 main:574] : INFO : Epoch 863 | loss: 0.000135966 | val_loss: 0.000146355 | Time: 2143.02 ms
[2020-12-15 02:59:53 main:574] : INFO : Epoch 864 | loss: 0.000127388 | val_loss: 0.00014429 | Time: 2139.15 ms
[2020-12-15 02:59:55 main:574] : INFO : Epoch 865 | loss: 0.000126839 | val_loss: 0.000145157 | Time: 2182.08 ms
[2020-12-15 02:59:57 main:574] : INFO : Epoch 866 | loss: 0.000135242 | val_loss: 0.000149821 | Time: 2135.08 ms
[2020-12-15 03:00:00 main:574] : INFO : Epoch 867 | loss: 0.000129982 | val_loss: 0.000145913 | Time: 2164.7 ms
[2020-12-15 03:00:02 main:574] : INFO : Epoch 868 | loss: 0.000127044 | val_loss: 0.000148151 | Time: 2147.5 ms
[2020-12-15 03:00:04 main:574] : INFO : Epoch 869 | loss: 0.000133392 | val_loss: 0.000157473 | Time: 2113.63 ms
[2020-12-15 03:00:06 main:574] : INFO : Epoch 870 | loss: 0.000132728 | val_loss: 0.000146459 | Time: 2180.48 ms
[2020-12-15 03:00:09 main:574] : INFO : Epoch 871 | loss: 0.0017936 | val_loss: 0.00539473 | Time: 2125.48 ms
[2020-12-15 03:00:11 main:574] : INFO : Epoch 872 | loss: 0.00418669 | val_loss: 0.00401207 | Time: 2167.8 ms
[2020-12-15 03:00:13 main:574] : INFO : Epoch 873 | loss: 0.00161571 | val_loss: 0.000569184 | Time: 2167.73 ms
[2020-12-15 03:00:15 main:574] : INFO : Epoch 874 | loss: 0.000373043 | val_loss: 0.000225385 | Time: 2199.26 ms
[2020-12-15 03:00:18 main:574] : INFO : Epoch 875 | loss: 0.000182787 | val_loss: 0.000169378 | Time: 2142.28 ms
[2020-12-15 03:00:20 main:574] : INFO : Epoch 876 | loss: 0.00015209 | val_loss: 0.000160137 | Time: 2163.95 ms
[2020-12-15 03:00:22 main:574] : INFO : Epoch 877 | loss: 0.000144897 | val_loss: 0.000156428 | Time: 2194.1 ms
[2020-12-15 03:00:24 main:574] : INFO : Epoch 878 | loss: 0.000141284 | val_loss: 0.000154836 | Time: 2183.58 ms
[2020-12-15 03:00:27 main:574] : INFO : Epoch 879 | loss: 0.000139272 | val_loss: 0.000157481 | Time: 2156.76 ms
[2020-12-15 03:00:29 main:574] : INFO : Epoch 880 | loss: 0.000138426 | val_loss: 0.000152953 | Time: 2138.6 ms
[2020-12-15 03:00:31 main:574] : INFO : Epoch 881 | loss: 0.000137347 | val_loss: 0.000152224 | Time: 2264.95 ms
[2020-12-15 03:00:34 main:574] : INFO : Epoch 882 | loss: 0.000136581 | val_loss: 0.000151798 | Time: 2137.1 ms
[2020-12-15 03:00:36 main:574] : INFO : Epoch 883 | loss: 0.000136015 | val_loss: 0.000151194 | Time: 2178.91 ms
[2020-12-15 03:00:38 main:574] : INFO : Epoch 884 | loss: 0.000135356 | val_loss: 0.000150604 | Time: 2239.84 ms
[2020-12-15 03:00:40 main:574] : INFO : Epoch 885 | loss: 0.00013479 | val_loss: 0.000150105 | Time: 2119.63 ms
[2020-12-15 03:00:43 main:574] : INFO : Epoch 886 | loss: 0.000134326 | val_loss: 0.000149778 | Time: 2166.11 ms
[2020-12-15 03:00:45 main:574] : INFO : Epoch 887 | loss: 0.000133892 | val_loss: 0.000149348 | Time: 2131.66 ms
[2020-12-15 03:00:47 main:574] : INFO : Epoch 888 | loss: 0.000133296 | val_loss: 0.000148894 | Time: 2189.5 ms
[2020-12-15 03:00:49 main:574] : INFO : Epoch 889 | loss: 0.000132634 | val_loss: 0.000148063 | Time: 2163.42 ms
[2020-12-15 03:00:52 main:574] : INFO : Epoch 890 | loss: 0.000131861 | val_loss: 0.000147483 | Time: 2163.04 ms
[2020-12-15 03:00:54 main:574] : INFO : Epoch 891 | loss: 0.000130924 | val_loss: 0.000146098 | Time: 2202.29 ms
[2020-12-15 03:00:56 main:574] : INFO : Epoch 892 | loss: 0.000129943 | val_loss: 0.000145323 | Time: 2143.63 ms
[2020-12-15 03:00:58 main:574] : INFO : Epoch 893 | loss: 0.000129384 | val_loss: 0.000144669 | Time: 2211.03 ms
[2020-12-15 03:01:01 main:574] : INFO : Epoch 894 | loss: 0.00012867 | val_loss: 0.000144353 | Time: 2096.83 ms
[2020-12-15 03:01:03 main:574] : INFO : Epoch 895 | loss: 0.000128131 | val_loss: 0.000143885 | Time: 2208.11 ms
[2020-12-15 03:01:05 main:574] : INFO : Epoch 896 | loss: 0.000127837 | val_loss: 0.000143586 | Time: 2150.07 ms
[2020-12-15 03:01:07 main:574] : INFO : Epoch 897 | loss: 0.000127522 | val_loss: 0.000143399 | Time: 2153.24 ms
[2020-12-15 03:01:10 main:574] : INFO : Epoch 898 | loss: 0.000127297 | val_loss: 0.000143943 | Time: 2200.77 ms
[2020-12-15 03:01:12 main:574] : INFO : Epoch 899 | loss: 0.000129013 | val_loss: 0.000143081 | Time: 2145.66 ms
[2020-12-15 03:01:14 main:574] : INFO : Epoch 900 | loss: 0.000127218 | val_loss: 0.000142842 | Time: 2156.69 ms
[2020-12-15 03:01:16 main:574] : INFO : Epoch 901 | loss: 0.000126764 | val_loss: 0.000143054 | Time: 2157.03 ms
[2020-12-15 03:01:19 main:574] : INFO : Epoch 902 | loss: 0.000126861 | val_loss: 0.000142766 | Time: 2177.61 ms
[2020-12-15 03:01:21 main:574] : INFO : Epoch 903 | loss: 0.000126831 | val_loss: 0.000143423 | Time: 2169.94 ms
[2020-12-15 03:01:23 main:574] : INFO : Epoch 904 | loss: 0.000127536 | val_loss: 0.000142854 | Time: 2173.91 ms
[2020-12-15 03:01:25 main:574] : INFO : Epoch 905 | loss: 0.000126281 | val_loss: 0.000142227 | Time: 2223.68 ms
[2020-12-15 03:01:28 main:574] : INFO : Epoch 906 | loss: 0.000125786 | val_loss: 0.00014224 | Time: 2235.18 ms
[2020-12-15 03:01:30 main:574] : INFO : Epoch 907 | loss: 0.000126572 | val_loss: 0.000146262 | Time: 2171.9 ms
[2020-12-15 03:01:32 main:574] : INFO : Epoch 908 | loss: 0.000132896 | val_loss: 0.000145065 | Time: 2116.95 ms
[2020-12-15 03:01:34 main:574] : INFO : Epoch 909 | loss: 0.000126562 | val_loss: 0.000142811 | Time: 2192.74 ms
[2020-12-15 03:01:37 main:574] : INFO : Epoch 910 | loss: 0.000125615 | val_loss: 0.000141816 | Time: 2141.65 ms
[2020-12-15 03:01:39 main:574] : INFO : Epoch 911 | loss: 0.000125289 | val_loss: 0.000141641 | Time: 2159.06 ms
[2020-12-15 03:01:41 main:574] : INFO : Epoch 912 | loss: 0.000125278 | val_loss: 0.000141513 | Time: 2093.48 ms
[2020-12-15 03:01:43 main:574] : INFO : Epoch 913 | loss: 0.000125375 | val_loss: 0.0001416 | Time: 2157.71 ms
[2020-12-15 03:01:46 main:574] : INFO : Epoch 914 | loss: 0.000125181 | val_loss: 0.000141605 | Time: 2160.83 ms
[2020-12-15 03:01:48 main:574] : INFO : Epoch 915 | loss: 0.000125113 | val_loss: 0.000141369 | Time: 2250.32 ms
[2020-12-15 03:01:50 main:574] : INFO : Epoch 916 | loss: 0.000125285 | val_loss: 0.000142329 | Time: 2136.86 ms
[2020-12-15 03:01:52 main:574] : INFO : Epoch 917 | loss: 0.000131543 | val_loss: 0.000144974 | Time: 2171.98 ms
[2020-12-15 03:01:55 main:574] : INFO : Epoch 918 | loss: 0.00012657 | val_loss: 0.00014348 | Time: 2142.85 ms
[2020-12-15 03:01:57 main:574] : INFO : Epoch 919 | loss: 0.000125385 | val_loss: 0.000141246 | Time: 2167.09 ms
[2020-12-15 03:01:59 main:574] : INFO : Epoch 920 | loss: 0.000124838 | val_loss: 0.000141271 | Time: 2137.65 ms
[2020-12-15 03:02:01 main:574] : INFO : Epoch 921 | loss: 0.000124784 | val_loss: 0.00014114 | Time: 2132.09 ms
[2020-12-15 03:02:03 main:574] : INFO : Epoch 922 | loss: 0.000125039 | val_loss: 0.000141609 | Time: 2146.35 ms
[2020-12-15 03:02:06 main:574] : INFO : Epoch 923 | loss: 0.0001248 | val_loss: 0.000141285 | Time: 2149.22 ms
[2020-12-15 03:02:08 main:574] : INFO : Epoch 924 | loss: 0.000124716 | val_loss: 0.000140993 | Time: 2115.76 ms
[2020-12-15 03:02:10 main:574] : INFO : Epoch 925 | loss: 0.000126002 | val_loss: 0.000145468 | Time: 2149.47 ms
[2020-12-15 03:02:12 main:574] : INFO : Epoch 926 | loss: 0.000130251 | val_loss: 0.000147855 | Time: 2140.42 ms
[2020-12-15 03:02:15 main:574] : INFO : Epoch 927 | loss: 0.000126641 | val_loss: 0.000141147 | Time: 2162.01 ms
[2020-12-15 03:02:17 main:574] : INFO : Epoch 928 | loss: 0.000124688 | val_loss: 0.000140981 | Time: 2136.29 ms
[2020-12-15 03:02:19 main:574] : INFO : Epoch 929 | loss: 0.000124885 | val_loss: 0.000142602 | Time: 2134.23 ms
[2020-12-15 03:02:21 main:574] : INFO : Epoch 930 | loss: 0.000128328 | val_loss: 0.00014236 | Time: 2107.1 ms
[2020-12-15 03:02:23 main:574] : INFO : Epoch 931 | loss: 0.000126472 | val_loss: 0.000142439 | Time: 2180.75 ms
[2020-12-15 03:02:26 main:574] : INFO : Epoch 932 | loss: 0.000125186 | val_loss: 0.000140625 | Time: 2150.94 ms
[2020-12-15 03:02:28 main:574] : INFO : Epoch 933 | loss: 0.000124933 | val_loss: 0.000140354 | Time: 2205.64 ms
[2020-12-15 03:02:30 main:574] : INFO : Epoch 934 | loss: 0.000125803 | val_loss: 0.000150195 | Time: 2144.31 ms
[2020-12-15 03:02:32 main:574] : INFO : Epoch 935 | loss: 0.000145712 | val_loss: 0.000152896 | Time: 2167.75 ms
[2020-12-15 03:02:35 main:574] : INFO : Epoch 936 | loss: 0.000128421 | val_loss: 0.000140668 | Time: 2166.01 ms
[2020-12-15 03:02:37 main:574] : INFO : Epoch 937 | loss: 0.000124729 | val_loss: 0.000140492 | Time: 2132.86 ms
[2020-12-15 03:02:39 main:574] : INFO : Epoch 938 | loss: 0.000124085 | val_loss: 0.000140249 | Time: 2185.67 ms
[2020-12-15 03:02:41 main:574] : INFO : Epoch 939 | loss: 0.000124176 | val_loss: 0.000141267 | Time: 2114.73 ms
[2020-12-15 03:02:44 main:574] : INFO : Epoch 940 | loss: 0.000125314 | val_loss: 0.000140688 | Time: 2147.13 ms
[2020-12-15 03:02:46 main:574] : INFO : Epoch 941 | loss: 0.000125614 | val_loss: 0.000140784 | Time: 2156.48 ms
[2020-12-15 03:02:48 main:574] : INFO : Epoch 942 | loss: 0.00012649 | val_loss: 0.000143587 | Time: 2321.5 ms
[2020-12-15 03:02:51 main:574] : INFO : Epoch 943 | loss: 0.000128428 | val_loss: 0.000142508 | Time: 2215.97 ms
[2020-12-15 03:02:53 main:574] : INFO : Epoch 944 | loss: 0.000126767 | val_loss: 0.000146309 | Time: 2270.57 ms
[2020-12-15 03:02:55 main:574] : INFO : Epoch 945 | loss: 0.000133882 | val_loss: 0.000142131 | Time: 2293.94 ms
[2020-12-15 03:02:58 main:574] : INFO : Epoch 946 | loss: 0.000126343 | val_loss: 0.000140833 | Time: 2599.06 ms
[2020-12-15 03:03:00 main:574] : INFO : Epoch 947 | loss: 0.000125121 | val_loss: 0.000141427 | Time: 2305.76 ms
[2020-12-15 03:03:03 main:574] : INFO : Epoch 948 | loss: 0.000124614 | val_loss: 0.000141479 | Time: 2233.04 ms
[2020-12-15 03:03:05 main:574] : INFO : Epoch 949 | loss: 0.000131415 | val_loss: 0.000144798 | Time: 2346.13 ms
[2020-12-15 03:03:08 main:574] : INFO : Epoch 950 | loss: 0.000126252 | val_loss: 0.00014088 | Time: 2421.12 ms
[2020-12-15 03:03:10 main:574] : INFO : Epoch 951 | loss: 0.000124777 | val_loss: 0.000140488 | Time: 2177.02 ms
[2020-12-15 03:03:13 main:574] : INFO : Epoch 952 | loss: 0.000126361 | val_loss: 0.000154717 | Time: 2318.78 ms
[2020-12-15 03:03:15 main:574] : INFO : Epoch 953 | loss: 0.000139774 | val_loss: 0.000145933 | Time: 2177.77 ms
[2020-12-15 03:03:17 main:574] : INFO : Epoch 954 | loss: 0.00012631 | val_loss: 0.000143188 | Time: 2192.82 ms
[2020-12-15 03:03:19 main:574] : INFO : Epoch 955 | loss: 0.000126623 | val_loss: 0.000141227 | Time: 2153.81 ms
[2020-12-15 03:03:22 main:574] : INFO : Epoch 956 | loss: 0.00012431 | val_loss: 0.000141398 | Time: 2134.07 ms
[2020-12-15 03:03:24 main:574] : INFO : Epoch 957 | loss: 0.00012438 | val_loss: 0.000140607 | Time: 2199.78 ms
[2020-12-15 03:03:26 main:574] : INFO : Epoch 958 | loss: 0.000127687 | val_loss: 0.000153986 | Time: 2141.34 ms
[2020-12-15 03:03:28 main:574] : INFO : Epoch 959 | loss: 0.000135732 | val_loss: 0.00015089 | Time: 2183.01 ms
[2020-12-15 03:03:31 main:574] : INFO : Epoch 960 | loss: 0.000129205 | val_loss: 0.000142538 | Time: 2135.49 ms
[2020-12-15 03:03:33 main:574] : INFO : Epoch 961 | loss: 0.00012576 | val_loss: 0.000140923 | Time: 2118.33 ms
[2020-12-15 03:03:35 main:574] : INFO : Epoch 962 | loss: 0.000124234 | val_loss: 0.000141724 | Time: 2149.04 ms
[2020-12-15 03:03:37 main:574] : INFO : Epoch 963 | loss: 0.000128545 | val_loss: 0.000144336 | Time: 2158.82 ms
[2020-12-15 03:03:39 main:574] : INFO : Epoch 964 | loss: 0.000127285 | val_loss: 0.000144334 | Time: 2175.64 ms
[2020-12-15 03:03:42 main:574] : INFO : Epoch 965 | loss: 0.00013037 | val_loss: 0.000155272 | Time: 2162.52 ms
[2020-12-15 03:03:44 main:574] : INFO : Epoch 966 | loss: 0.000132759 | val_loss: 0.00014681 | Time: 2163.48 ms
[2020-12-15 03:03:46 main:574] : INFO : Epoch 967 | loss: 0.00012555 | val_loss: 0.000141485 | Time: 2184.8 ms
[2020-12-15 03:03:49 main:574] : INFO : Epoch 968 | loss: 0.000127996 | val_loss: 0.000145981 | Time: 2192.93 ms
[2020-12-15 03:03:51 main:574] : INFO : Epoch 969 | loss: 0.000125869 | val_loss: 0.00014205 | Time: 2152.66 ms
[2020-12-15 03:03:53 main:574] : INFO : Epoch 970 | loss: 0.000124158 | val_loss: 0.000140039 | Time: 2178.72 ms
[2020-12-15 03:03:55 main:574] : INFO : Epoch 971 | loss: 0.000132136 | val_loss: 0.000160263 | Time: 2190.94 ms
[2020-12-15 03:03:58 main:574] : INFO : Epoch 972 | loss: 0.000131387 | val_loss: 0.000144911 | Time: 2147.12 ms
[2020-12-15 03:04:00 main:574] : INFO : Epoch 973 | loss: 0.000126462 | val_loss: 0.000142321 | Time: 2090.74 ms
[2020-12-15 03:04:02 main:574] : INFO : Epoch 974 | loss: 0.000129934 | val_loss: 0.000141976 | Time: 2149.56 ms
[2020-12-15 03:04:04 main:574] : INFO : Epoch 975 | loss: 0.000125041 | val_loss: 0.000140726 | Time: 2163.29 ms
[2020-12-15 03:04:06 main:574] : INFO : Epoch 976 | loss: 0.000124061 | val_loss: 0.000140367 | Time: 2088.15 ms
[2020-12-15 03:04:09 main:574] : INFO : Epoch 977 | loss: 0.000134147 | val_loss: 0.000185356 | Time: 2322.99 ms
[2020-12-15 03:04:11 main:574] : INFO : Epoch 978 | loss: 0.00015292 | val_loss: 0.000148317 | Time: 2125.71 ms
[2020-12-15 03:04:13 main:574] : INFO : Epoch 979 | loss: 0.000127805 | val_loss: 0.000140982 | Time: 2205.77 ms
[2020-12-15 03:04:16 main:574] : INFO : Epoch 980 | loss: 0.000124028 | val_loss: 0.000139999 | Time: 2177.1 ms
[2020-12-15 03:04:18 main:574] : INFO : Epoch 981 | loss: 0.000124503 | val_loss: 0.000141206 | Time: 2186.69 ms
[2020-12-15 03:04:20 main:574] : INFO : Epoch 982 | loss: 0.00012432 | val_loss: 0.000140003 | Time: 2130.99 ms
[2020-12-15 03:04:22 main:574] : INFO : Epoch 983 | loss: 0.000123994 | val_loss: 0.000142871 | Time: 2188.52 ms
[2020-12-15 03:04:25 main:574] : INFO : Epoch 984 | loss: 0.000128338 | val_loss: 0.000154856 | Time: 2158.08 ms
[2020-12-15 03:04:27 main:574] : INFO : Epoch 985 | loss: 0.000131959 | val_loss: 0.000144437 | Time: 2176.48 ms
[2020-12-15 03:04:29 main:574] : INFO : Epoch 986 | loss: 0.000128602 | val_loss: 0.000143877 | Time: 2201.05 ms
[2020-12-15 03:04:31 main:574] : INFO : Epoch 987 | loss: 0.000124794 | val_loss: 0.000140271 | Time: 2188.3 ms
[2020-12-15 03:04:34 main:574] : INFO : Epoch 988 | loss: 0.000123642 | val_loss: 0.000141928 | Time: 2170.6 ms
[2020-12-15 03:04:36 main:574] : INFO : Epoch 989 | loss: 0.000133003 | val_loss: 0.000145804 | Time: 2178.17 ms
[2020-12-15 03:04:38 main:574] : INFO : Epoch 990 | loss: 0.000128744 | val_loss: 0.000141904 | Time: 2141.08 ms
[2020-12-15 03:04:41 main:574] : INFO : Epoch 991 | loss: 0.000124598 | val_loss: 0.000140612 | Time: 2181.75 ms
[2020-12-15 03:04:43 main:574] : INFO : Epoch 992 | loss: 0.00012539 | val_loss: 0.000142641 | Time: 2118.12 ms
[2020-12-15 03:04:45 main:574] : INFO : Epoch 993 | loss: 0.000128505 | val_loss: 0.000153973 | Time: 2165.82 ms
[2020-12-15 03:04:47 main:574] : INFO : Epoch 994 | loss: 0.000134711 | val_loss: 0.000144929 | Time: 2163.09 ms
[2020-12-15 03:04:49 main:574] : INFO : Epoch 995 | loss: 0.000129075 | val_loss: 0.000144962 | Time: 2142.37 ms
[2020-12-15 03:04:52 main:574] : INFO : Epoch 996 | loss: 0.000127548 | val_loss: 0.000140921 | Time: 2196.73 ms
[2020-12-15 03:04:54 main:574] : INFO : Epoch 997 | loss: 0.000125648 | val_loss: 0.000140657 | Time: 2169.96 ms
[2020-12-15 03:04:56 main:574] : INFO : Epoch 998 | loss: 0.000127211 | val_loss: 0.00014569 | Time: 2136.73 ms
[2020-12-15 03:04:59 main:574] : INFO : Epoch 999 | loss: 0.000132249 | val_loss: 0.000147309 | Time: 2222.02 ms
[2020-12-15 03:05:01 main:574] : INFO : Epoch 1000 | loss: 0.000127954 | val_loss: 0.000141314 | Time: 2146.87 ms
[2020-12-15 03:05:03 main:574] : INFO : Epoch 1001 | loss: 0.000126283 | val_loss: 0.00014681 | Time: 2167.52 ms
[2020-12-15 03:05:05 main:574] : INFO : Epoch 1002 | loss: 0.000137642 | val_loss: 0.000153211 | Time: 2195.46 ms
[2020-12-15 03:05:08 main:574] : INFO : Epoch 1003 | loss: 0.000128994 | val_loss: 0.000142639 | Time: 2147.32 ms
[2020-12-15 03:05:10 main:574] : INFO : Epoch 1004 | loss: 0.000125345 | val_loss: 0.000141233 | Time: 2141.92 ms
[2020-12-15 03:05:12 main:574] : INFO : Epoch 1005 | loss: 0.000124456 | val_loss: 0.000143119 | Time: 2122.67 ms
[2020-12-15 03:05:14 main:574] : INFO : Epoch 1006 | loss: 0.00012624 | val_loss: 0.00014745 | Time: 2204.41 ms
[2020-12-15 03:05:17 main:574] : INFO : Epoch 1007 | loss: 0.000126659 | val_loss: 0.00014414 | Time: 2214.66 ms
[2020-12-15 03:05:19 main:574] : INFO : Epoch 1008 | loss: 0.000127171 | val_loss: 0.000151085 | Time: 2112.35 ms
[2020-12-15 03:05:21 main:574] : INFO : Epoch 1009 | loss: 0.00013722 | val_loss: 0.000155279 | Time: 2199.53 ms
[2020-12-15 03:05:23 main:574] : INFO : Epoch 1010 | loss: 0.000136523 | val_loss: 0.000145812 | Time: 2182.57 ms
[2020-12-15 03:05:26 main:574] : INFO : Epoch 1011 | loss: 0.000127517 | val_loss: 0.000141496 | Time: 2191.81 ms
[2020-12-15 03:05:28 main:574] : INFO : Epoch 1012 | loss: 0.00012403 | val_loss: 0.000140884 | Time: 2171.6 ms
[2020-12-15 03:05:30 main:574] : INFO : Epoch 1013 | loss: 0.000123585 | val_loss: 0.00014023 | Time: 2175.2 ms
[2020-12-15 03:05:33 main:574] : INFO : Epoch 1014 | loss: 0.000124858 | val_loss: 0.000143055 | Time: 2212.5 ms
[2020-12-15 03:05:35 main:574] : INFO : Epoch 1015 | loss: 0.000133765 | val_loss: 0.000156727 | Time: 2218.99 ms
[2020-12-15 03:05:37 main:574] : INFO : Epoch 1016 | loss: 0.000136378 | val_loss: 0.000145219 | Time: 2184.3 ms
[2020-12-15 03:05:39 main:574] : INFO : Epoch 1017 | loss: 0.000127863 | val_loss: 0.000145691 | Time: 2170.75 ms
[2020-12-15 03:05:42 main:574] : INFO : Epoch 1018 | loss: 0.000127917 | val_loss: 0.000142858 | Time: 2248.6 ms
[2020-12-15 03:05:44 main:574] : INFO : Epoch 1019 | loss: 0.000126177 | val_loss: 0.000144976 | Time: 2160.72 ms
[2020-12-15 03:05:46 main:574] : INFO : Epoch 1020 | loss: 0.000125805 | val_loss: 0.000142743 | Time: 2219.07 ms
[2020-12-15 03:05:48 main:574] : INFO : Epoch 1021 | loss: 0.000130899 | val_loss: 0.00014689 | Time: 2178.79 ms
[2020-12-15 03:05:51 main:574] : INFO : Epoch 1022 | loss: 0.000129133 | val_loss: 0.000145379 | Time: 2119.65 ms
[2020-12-15 03:05:53 main:574] : INFO : Epoch 1023 | loss: 0.00012708 | val_loss: 0.000141474 | Time: 2216.55 ms
[2020-12-15 03:05:55 main:574] : INFO : Epoch 1024 | loss: 0.000125452 | val_loss: 0.000141747 | Time: 2174.17 ms
[2020-12-15 03:05:55 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.000141747
[2020-12-15 03:05:55 main:603] : INFO : Saving end state to config to file
[2020-12-15 03:05:55 main:608] : INFO : Success, exiting..
03:05:56 (4632): 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)