Task 3156528
| Name | EightBitModified-1605455742-5737-2_0 |
| Workunit | 1458361 |
| Created | 2 Dec 2020, 0:44:35 UTC |
| Sent | 5 Dec 2020, 17:31:31 UTC |
| Report deadline | 12 Dec 2020, 17:31:31 UTC |
| Received | 5 Dec 2020, 19:19:41 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 12399 |
| Run time | 53 min 38 sec |
| CPU time | 53 min 34 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 1,642.29 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.70 GB |
| Peak swap size | 32.65 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.14.2</core_client_version> <![CDATA[ <stderr_txt> 581] : INFO : Epoch 526 | loss: 0.000121517 | val_loss: 0.000123427 | Time: 3123.08 ms [2020-12-05 18:59:25 main:581] : INFO : Epoch 527 | loss: 0.000106027 | val_loss: 0.000119796 | Time: 3135.89 ms [2020-12-05 18:59:28 main:581] : INFO : Epoch 528 | loss: 0.000106059 | val_loss: 0.000147078 | Time: 3142.74 ms [2020-12-05 18:59:31 main:581] : INFO : Epoch 529 | loss: 0.000127978 | val_loss: 0.000160449 | Time: 3132.12 ms [2020-12-05 18:59:34 main:581] : INFO : Epoch 530 | loss: 0.000114279 | val_loss: 0.000114654 | Time: 3113.55 ms [2020-12-05 18:59:37 main:581] : INFO : Epoch 531 | loss: 9.69247e-05 | val_loss: 0.000112452 | Time: 3135.4 ms [2020-12-05 18:59:40 main:581] : INFO : Epoch 532 | loss: 0.000108926 | val_loss: 0.000161478 | Time: 3129.04 ms [2020-12-05 18:59:44 main:581] : INFO : Epoch 533 | loss: 0.000146266 | val_loss: 0.000147168 | Time: 3185.77 ms [2020-12-05 18:59:47 main:581] : INFO : Epoch 534 | loss: 0.00012267 | val_loss: 0.000122585 | Time: 3134.25 ms [2020-12-05 18:59:50 main:581] : INFO : Epoch 535 | loss: 0.000110662 | val_loss: 0.000116069 | Time: 3105.07 ms [2020-12-05 18:59:53 main:581] : INFO : Epoch 536 | loss: 9.62232e-05 | val_loss: 0.000113268 | Time: 3122.79 ms [2020-12-05 18:59:56 main:581] : INFO : Epoch 537 | loss: 0.000131262 | val_loss: 0.000193966 | Time: 3117.03 ms [2020-12-05 18:59:59 main:581] : INFO : Epoch 538 | loss: 0.000147238 | val_loss: 0.000137239 | Time: 3127.13 ms [2020-12-05 19:00:02 main:581] : INFO : Epoch 539 | loss: 0.000107655 | val_loss: 0.000116631 | Time: 3163.65 ms [2020-12-05 19:00:06 main:581] : INFO : Epoch 540 | loss: 0.000111972 | val_loss: 0.000125982 | Time: 3144.63 ms [2020-12-05 19:00:09 main:581] : INFO : Epoch 541 | loss: 0.000115726 | val_loss: 0.00016072 | Time: 3133.54 ms [2020-12-05 19:00:12 main:581] : INFO : Epoch 542 | loss: 0.000117116 | val_loss: 0.000127451 | Time: 3121.9 ms [2020-12-05 19:00:15 main:581] : INFO : Epoch 543 | loss: 0.000115083 | val_loss: 0.000118404 | Time: 3114.12 ms [2020-12-05 19:00:18 main:581] : INFO : Epoch 544 | loss: 0.000100098 | val_loss: 0.000118252 | Time: 3111.92 ms [2020-12-05 19:00:21 main:581] : INFO : Epoch 545 | loss: 0.000111705 | val_loss: 0.00013015 | Time: 3141.03 ms [2020-12-05 19:00:24 main:581] : INFO : Epoch 546 | loss: 0.000136135 | val_loss: 0.000208991 | Time: 3179.1 ms [2020-12-05 19:00:28 main:581] : INFO : Epoch 547 | loss: 0.000157982 | val_loss: 0.000141921 | Time: 3161.08 ms [2020-12-05 19:00:31 main:581] : INFO : Epoch 548 | loss: 0.000110826 | val_loss: 0.000115485 | Time: 3109.76 ms [2020-12-05 19:00:34 main:581] : INFO : Epoch 549 | loss: 9.92714e-05 | val_loss: 0.000126241 | Time: 3107.31 ms [2020-12-05 19:00:37 main:581] : INFO : Epoch 550 | loss: 0.000140904 | val_loss: 0.000140162 | Time: 3141.41 ms [2020-12-05 19:00:40 main:581] : INFO : Epoch 551 | loss: 0.000108357 | val_loss: 0.000114529 | Time: 3118.21 ms [2020-12-05 19:00:43 main:581] : INFO : Epoch 552 | loss: 9.58258e-05 | val_loss: 0.000109863 | Time: 3167.87 ms [2020-12-05 19:00:46 main:581] : INFO : Epoch 553 | loss: 0.000126463 | val_loss: 0.00021219 | Time: 3157.51 ms [2020-12-05 19:00:49 main:581] : INFO : Epoch 554 | loss: 0.000160364 | val_loss: 0.000141405 | Time: 3114.41 ms [2020-12-05 19:00:53 main:581] : INFO : Epoch 555 | loss: 0.000110312 | val_loss: 0.000119191 | Time: 3120.4 ms [2020-12-05 19:00:56 main:581] : INFO : Epoch 556 | loss: 9.85502e-05 | val_loss: 0.000113186 | Time: 3126.03 ms [2020-12-05 19:00:59 main:581] : INFO : Epoch 557 | loss: 0.000114058 | val_loss: 0.000133279 | Time: 3158.61 ms [2020-12-05 19:01:02 main:581] : INFO : Epoch 558 | loss: 0.000125973 | val_loss: 0.000123594 | Time: 3115.09 ms [2020-12-05 19:01:05 main:581] : INFO : Epoch 559 | loss: 0.000105844 | val_loss: 0.000113441 | Time: 3155.56 ms [2020-12-05 19:01:08 main:581] : INFO : Epoch 560 | loss: 9.85239e-05 | val_loss: 0.000135141 | Time: 3139.76 ms [2020-12-05 19:01:11 main:581] : INFO : Epoch 561 | loss: 0.000189145 | val_loss: 0.000145763 | Time: 3122.4 ms [2020-12-05 19:01:15 main:581] : INFO : Epoch 562 | loss: 0.000122916 | val_loss: 0.00012645 | Time: 3112.9 ms [2020-12-05 19:01:18 main:581] : INFO : Epoch 563 | loss: 0.000100974 | val_loss: 0.00011242 | Time: 3147.22 ms [2020-12-05 19:01:21 main:581] : INFO : Epoch 564 | loss: 9.83487e-05 | val_loss: 0.000111898 | Time: 3155.78 ms [2020-12-05 19:01:24 main:581] : INFO : Epoch 565 | loss: 0.000104305 | val_loss: 0.000161833 | Time: 3135.41 ms [2020-12-05 19:01:27 main:581] : INFO : Epoch 566 | loss: 0.000130873 | val_loss: 0.000138982 | Time: 3130.54 ms [2020-12-05 19:01:30 main:581] : INFO : Epoch 567 | loss: 0.000111661 | val_loss: 0.000119003 | Time: 3117.12 ms [2020-12-05 19:01:33 main:581] : INFO : Epoch 568 | loss: 9.79472e-05 | val_loss: 0.000111052 | Time: 3114.96 ms [2020-12-05 19:01:36 main:581] : INFO : Epoch 569 | loss: 0.000142199 | val_loss: 0.000359063 | Time: 3143.87 ms [2020-12-05 19:01:40 main:581] : INFO : Epoch 570 | loss: 0.000180396 | val_loss: 0.000140306 | Time: 3148.15 ms [2020-12-05 19:01:43 main:581] : INFO : Epoch 571 | loss: 0.000111213 | val_loss: 0.000115424 | Time: 3127.91 ms [2020-12-05 19:01:46 main:581] : INFO : Epoch 572 | loss: 9.59339e-05 | val_loss: 0.000108178 | Time: 3143.36 ms [2020-12-05 19:01:49 main:581] : INFO : Epoch 573 | loss: 9.25589e-05 | val_loss: 0.000110667 | Time: 3118.51 ms [2020-12-05 19:01:52 main:581] : INFO : Epoch 574 | loss: 0.000154724 | val_loss: 0.000174445 | Time: 3124.31 ms [2020-12-05 19:01:55 main:581] : INFO : Epoch 575 | loss: 0.000128528 | val_loss: 0.000121316 | Time: 3126.73 ms [2020-12-05 19:01:58 main:581] : INFO : Epoch 576 | loss: 9.82671e-05 | val_loss: 0.000110679 | Time: 3125.51 ms [2020-12-05 19:02:02 main:581] : INFO : Epoch 577 | loss: 9.76601e-05 | val_loss: 0.000131251 | Time: 3152.03 ms [2020-12-05 19:02:05 main:581] : INFO : Epoch 578 | loss: 0.000134169 | val_loss: 0.00018388 | Time: 3150.12 ms [2020-12-05 19:02:08 main:581] : INFO : Epoch 579 | loss: 0.000137968 | val_loss: 0.000130998 | Time: 3134.47 ms [2020-12-05 19:02:11 main:581] : INFO : Epoch 580 | loss: 0.000106841 | val_loss: 0.000120923 | Time: 3109.62 ms [2020-12-05 19:02:14 main:581] : INFO : Epoch 581 | loss: 0.000113737 | val_loss: 0.000137449 | Time: 3114.13 ms [2020-12-05 19:02:17 main:581] : INFO : Epoch 582 | loss: 0.000109069 | val_loss: 0.00011552 | Time: 3151.9 ms [2020-12-05 19:02:20 main:581] : INFO : Epoch 583 | loss: 0.000101809 | val_loss: 0.000127678 | Time: 3140.49 ms [2020-12-05 19:02:23 main:581] : INFO : Epoch 584 | loss: 0.00013063 | val_loss: 0.000133554 | Time: 3135.54 ms [2020-12-05 19:02:27 main:581] : INFO : Epoch 585 | loss: 0.000111389 | val_loss: 0.000115902 | Time: 3123.05 ms [2020-12-05 19:02:30 main:581] : INFO : Epoch 586 | loss: 9.76719e-05 | val_loss: 0.000110843 | Time: 3132.6 ms [2020-12-05 19:02:33 main:581] : INFO : Epoch 587 | loss: 0.000113229 | val_loss: 0.00021516 | Time: 3119.95 ms [2020-12-05 19:02:36 main:581] : INFO : Epoch 588 | loss: 0.000165565 | val_loss: 0.000137072 | Time: 3146.91 ms [2020-12-05 19:02:39 main:581] : INFO : Epoch 589 | loss: 0.000108275 | val_loss: 0.00011724 | Time: 3155.72 ms [2020-12-05 19:02:42 main:581] : INFO : Epoch 590 | loss: 9.86179e-05 | val_loss: 0.000117497 | Time: 3108.42 ms [2020-12-05 19:02:45 main:581] : INFO : Epoch 591 | loss: 0.000123887 | val_loss: 0.000123261 | Time: 3142.1 ms [2020-12-05 19:02:49 main:581] : INFO : Epoch 592 | loss: 0.000116484 | val_loss: 0.000123499 | Time: 3142.61 ms [2020-12-05 19:02:52 main:581] : INFO : Epoch 593 | loss: 0.000118495 | val_loss: 0.000146986 | Time: 3126.18 ms [2020-12-05 19:02:55 main:581] : INFO : Epoch 594 | loss: 0.000106299 | val_loss: 0.000114067 | Time: 3114.46 ms [2020-12-05 19:02:58 main:581] : INFO : Epoch 595 | loss: 9.82309e-05 | val_loss: 0.000121263 | Time: 3156.97 ms [2020-12-05 19:03:01 main:581] : INFO : Epoch 596 | loss: 0.000156782 | val_loss: 0.000198973 | Time: 3154.39 ms [2020-12-05 19:03:04 main:581] : INFO : Epoch 597 | loss: 0.000126531 | val_loss: 0.000126194 | Time: 3112.66 ms [2020-12-05 19:03:07 main:581] : INFO : Epoch 598 | loss: 0.00010089 | val_loss: 0.000116328 | Time: 3124.27 ms [2020-12-05 19:03:10 main:581] : INFO : Epoch 599 | loss: 0.00011814 | val_loss: 0.000153835 | Time: 3154.13 ms [2020-12-05 19:03:14 main:581] : INFO : Epoch 600 | loss: 0.000137247 | val_loss: 0.000126815 | Time: 3117.78 ms [2020-12-05 19:03:17 main:581] : INFO : Epoch 601 | loss: 0.000104017 | val_loss: 0.000115227 | Time: 3136.96 ms [2020-12-05 19:03:20 main:581] : INFO : Epoch 602 | loss: 0.000105166 | val_loss: 0.000123969 | Time: 3127.97 ms [2020-12-05 19:03:23 main:581] : INFO : Epoch 603 | loss: 0.000133508 | val_loss: 0.000171934 | Time: 3127.02 ms [2020-12-05 19:03:26 main:581] : INFO : Epoch 604 | loss: 0.000140264 | val_loss: 0.000124252 | Time: 3113.77 ms [2020-12-05 19:03:29 main:581] : INFO : Epoch 605 | loss: 0.000101445 | val_loss: 0.000112878 | Time: 3157.65 ms [2020-12-05 19:03:32 main:581] : INFO : Epoch 606 | loss: 9.90145e-05 | val_loss: 0.000128993 | Time: 3148.78 ms [2020-12-05 19:03:36 main:581] : INFO : Epoch 607 | loss: 0.000151954 | val_loss: 0.000163368 | Time: 3116.12 ms [2020-12-05 19:03:39 main:581] : INFO : Epoch 608 | loss: 0.000120621 | val_loss: 0.000118232 | Time: 3113.78 ms [2020-12-05 19:03:42 main:581] : INFO : Epoch 609 | loss: 0.000100013 | val_loss: 0.000117405 | Time: 3134.54 ms [2020-12-05 19:03:45 main:581] : INFO : Epoch 610 | loss: 0.000117043 | val_loss: 0.00014836 | Time: 3144.03 ms [2020-12-05 19:03:48 main:581] : INFO : Epoch 611 | loss: 0.000113773 | val_loss: 0.000119482 | Time: 3129.18 ms [2020-12-05 19:03:51 main:581] : INFO : Epoch 612 | loss: 0.000103484 | val_loss: 0.000131843 | Time: 3129.59 ms [2020-12-05 19:03:54 main:581] : INFO : Epoch 613 | loss: 0.000131464 | val_loss: 0.000130333 | Time: 3121.66 ms [2020-12-05 19:03:57 main:581] : INFO : Epoch 614 | loss: 0.000103318 | val_loss: 0.00011644 | Time: 3113.38 ms [2020-12-05 19:04:01 main:581] : INFO : Epoch 615 | loss: 0.000114851 | val_loss: 0.000181699 | Time: 3118.89 ms [2020-12-05 19:04:04 main:581] : INFO : Epoch 616 | loss: 0.000149925 | val_loss: 0.00016164 | Time: 3131.41 ms [2020-12-05 19:04:07 main:581] : INFO : Epoch 617 | loss: 0.00012694 | val_loss: 0.00012998 | Time: 3122.71 ms [2020-12-05 19:04:10 main:581] : INFO : Epoch 618 | loss: 0.000103143 | val_loss: 0.000115586 | Time: 3157 ms [2020-12-05 19:04:13 main:581] : INFO : Epoch 619 | loss: 0.000105242 | val_loss: 0.000133702 | Time: 3134.36 ms [2020-12-05 19:04:16 main:581] : INFO : Epoch 620 | loss: 0.000117621 | val_loss: 0.000123227 | Time: 3140.41 ms [2020-12-05 19:04:19 main:581] : INFO : Epoch 621 | loss: 0.000129636 | val_loss: 0.000134794 | Time: 3118.55 ms [2020-12-05 19:04:22 main:581] : INFO : Epoch 622 | loss: 0.000116683 | val_loss: 0.000132803 | Time: 3111.36 ms [2020-12-05 19:04:26 main:581] : INFO : Epoch 623 | loss: 0.000102875 | val_loss: 0.000113885 | Time: 3147.7 ms [2020-12-05 19:04:29 main:581] : INFO : Epoch 624 | loss: 0.000130373 | val_loss: 0.000189873 | Time: 3137.66 ms [2020-12-05 19:04:32 main:581] : INFO : Epoch 625 | loss: 0.000130735 | val_loss: 0.000142547 | Time: 3156.71 ms [2020-12-05 19:04:35 main:581] : INFO : Epoch 626 | loss: 0.000141759 | val_loss: 0.000171918 | Time: 3120.94 ms [2020-12-05 19:04:38 main:581] : INFO : Epoch 627 | loss: 0.000150901 | val_loss: 0.000153769 | Time: 3117.23 ms [2020-12-05 19:04:41 main:581] : INFO : Epoch 628 | loss: 0.000167999 | val_loss: 0.000173277 | Time: 3131.08 ms [2020-12-05 19:04:44 main:581] : INFO : Epoch 629 | loss: 0.000131705 | val_loss: 0.000121991 | Time: 3135.47 ms [2020-12-05 19:04:48 main:581] : INFO : Epoch 630 | loss: 0.000101228 | val_loss: 0.000122883 | Time: 3113.24 ms [2020-12-05 19:04:51 main:581] : INFO : Epoch 631 | loss: 0.000129162 | val_loss: 0.000145034 | Time: 3133.4 ms [2020-12-05 19:04:54 main:581] : INFO : Epoch 632 | loss: 0.000108855 | val_loss: 0.00011141 | Time: 3169.16 ms [2020-12-05 19:04:57 main:581] : INFO : Epoch 633 | loss: 9.54248e-05 | val_loss: 0.000109156 | Time: 3131.54 ms [2020-12-05 19:05:00 main:581] : INFO : Epoch 634 | loss: 9.19923e-05 | val_loss: 0.000106945 | Time: 3110.07 ms [2020-12-05 19:05:03 main:581] : INFO : Epoch 635 | loss: 0.000106842 | val_loss: 0.000170529 | Time: 3126.17 ms [2020-12-05 19:05:06 main:581] : INFO : Epoch 636 | loss: 0.000176781 | val_loss: 0.000153765 | Time: 3146.99 ms [2020-12-05 19:05:09 main:581] : INFO : Epoch 637 | loss: 0.000112054 | val_loss: 0.000118657 | Time: 3125.23 ms [2020-12-05 19:05:13 main:581] : INFO : Epoch 638 | loss: 9.66262e-05 | val_loss: 0.000109595 | Time: 3162.8 ms [2020-12-05 19:05:16 main:581] : INFO : Epoch 639 | loss: 9.60005e-05 | val_loss: 0.000126892 | Time: 3114.53 ms [2020-12-05 19:05:19 main:581] : INFO : Epoch 640 | loss: 0.000107589 | val_loss: 0.000112262 | Time: 3116.7 ms [2020-12-05 19:05:22 main:581] : INFO : Epoch 641 | loss: 0.000113409 | val_loss: 0.000176962 | Time: 3117.62 ms [2020-12-05 19:05:25 main:581] : INFO : Epoch 642 | loss: 0.000150294 | val_loss: 0.000143437 | Time: 3182.37 ms [2020-12-05 19:05:28 main:581] : INFO : Epoch 643 | loss: 0.000112619 | val_loss: 0.000122593 | Time: 3160.55 ms [2020-12-05 19:05:31 main:581] : INFO : Epoch 644 | loss: 0.000100977 | val_loss: 0.00011133 | Time: 3104.36 ms [2020-12-05 19:05:35 main:581] : INFO : Epoch 645 | loss: 9.31896e-05 | val_loss: 0.000110405 | Time: 3152.78 ms [2020-12-05 19:05:38 main:581] : INFO : Epoch 646 | loss: 0.00014193 | val_loss: 0.000247515 | Time: 3111.73 ms [2020-12-05 19:05:41 main:581] : INFO : Epoch 647 | loss: 0.000157086 | val_loss: 0.000136283 | Time: 3118.2 ms [2020-12-05 19:05:44 main:581] : INFO : Epoch 648 | loss: 0.000105602 | val_loss: 0.000113043 | Time: 3137.23 ms [2020-12-05 19:05:47 main:581] : INFO : Epoch 649 | loss: 9.45962e-05 | val_loss: 0.000109662 | Time: 3167.54 ms [2020-12-05 19:05:50 main:581] : INFO : Epoch 650 | loss: 9.87945e-05 | val_loss: 0.000153418 | Time: 3167.94 ms [2020-12-05 19:05:53 main:581] : INFO : Epoch 651 | loss: 0.00014861 | val_loss: 0.000124982 | Time: 3112.41 ms [2020-12-05 19:05:57 main:581] : INFO : Epoch 652 | loss: 0.000106115 | val_loss: 0.000116817 | Time: 3115.8 ms [2020-12-05 19:06:00 main:581] : INFO : Epoch 653 | loss: 9.5993e-05 | val_loss: 0.000109953 | Time: 3110.96 ms [2020-12-05 19:06:03 main:581] : INFO : Epoch 654 | loss: 0.000154108 | val_loss: 0.000191753 | Time: 3121.58 ms [2020-12-05 19:06:06 main:581] : INFO : Epoch 655 | loss: 0.000135206 | val_loss: 0.000128255 | Time: 3180.26 ms [2020-12-05 19:06:09 main:581] : INFO : Epoch 656 | loss: 0.000103648 | val_loss: 0.000114446 | Time: 3168.41 ms [2020-12-05 19:06:12 main:581] : INFO : Epoch 657 | loss: 9.57968e-05 | val_loss: 0.000114315 | Time: 3120.46 ms [2020-12-05 19:06:15 main:581] : INFO : Epoch 658 | loss: 0.000110712 | val_loss: 0.000148342 | Time: 3108.02 ms [2020-12-05 19:06:18 main:581] : INFO : Epoch 659 | loss: 0.000116233 | val_loss: 0.000134079 | Time: 3128.06 ms [2020-12-05 19:06:22 main:581] : INFO : Epoch 660 | loss: 0.000107798 | val_loss: 0.000129159 | Time: 3127.78 ms [2020-12-05 19:06:25 main:581] : INFO : Epoch 661 | loss: 0.000109215 | val_loss: 0.000132509 | Time: 3134.84 ms [2020-12-05 19:06:28 main:581] : INFO : Epoch 662 | loss: 0.000152449 | val_loss: 0.000198067 | Time: 3153.25 ms [2020-12-05 19:06:31 main:581] : INFO : Epoch 663 | loss: 0.000124907 | val_loss: 0.00011476 | Time: 3141.45 ms [2020-12-05 19:06:34 main:581] : INFO : Epoch 664 | loss: 9.71106e-05 | val_loss: 0.00010948 | Time: 3130.76 ms [2020-12-05 19:06:37 main:581] : INFO : Epoch 665 | loss: 9.88439e-05 | val_loss: 0.000126316 | Time: 3120.9 ms [2020-12-05 19:06:40 main:581] : INFO : Epoch 666 | loss: 0.000107377 | val_loss: 0.000162335 | Time: 3125.67 ms [2020-12-05 19:06:44 main:581] : INFO : Epoch 667 | loss: 0.000165952 | val_loss: 0.0001462 | Time: 3125.11 ms [2020-12-05 19:06:47 main:581] : INFO : Epoch 668 | loss: 0.000114846 | val_loss: 0.000127669 | Time: 3135.57 ms [2020-12-05 19:06:50 main:581] : INFO : Epoch 669 | loss: 0.000101795 | val_loss: 0.000117644 | Time: 3163.95 ms [2020-12-05 19:06:53 main:581] : INFO : Epoch 670 | loss: 0.000102152 | val_loss: 0.000113891 | Time: 3139.02 ms [2020-12-05 19:06:56 main:581] : INFO : Epoch 671 | loss: 0.000120808 | val_loss: 0.000156593 | Time: 3105.55 ms [2020-12-05 19:06:59 main:581] : INFO : Epoch 672 | loss: 0.000120105 | val_loss: 0.000121412 | Time: 3123.69 ms [2020-12-05 19:07:02 main:581] : INFO : Epoch 673 | loss: 0.000105107 | val_loss: 0.000120554 | Time: 3145.72 ms [2020-12-05 19:07:05 main:581] : INFO : Epoch 674 | loss: 0.000115772 | val_loss: 0.000166323 | Time: 3133.27 ms [2020-12-05 19:07:09 main:581] : INFO : Epoch 675 | loss: 0.000120238 | val_loss: 0.00012333 | Time: 3143.25 ms [2020-12-05 19:07:12 main:581] : INFO : Epoch 676 | loss: 9.90648e-05 | val_loss: 0.000113601 | Time: 3117.09 ms [2020-12-05 19:07:15 main:581] : INFO : Epoch 677 | loss: 0.000111886 | val_loss: 0.000152573 | Time: 3122.1 ms [2020-12-05 19:07:18 main:581] : INFO : Epoch 678 | loss: 0.000151701 | val_loss: 0.000143324 | Time: 3141.49 ms [2020-12-05 19:07:21 main:581] : INFO : Epoch 679 | loss: 0.000119734 | val_loss: 0.000122522 | Time: 3135.54 ms [2020-12-05 19:07:24 main:581] : INFO : Epoch 680 | loss: 9.97221e-05 | val_loss: 0.00011163 | Time: 3141.11 ms [2020-12-05 19:07:27 main:581] : INFO : Epoch 681 | loss: 0.000125829 | val_loss: 0.000226697 | Time: 3139.39 ms [2020-12-05 19:07:31 main:581] : INFO : Epoch 682 | loss: 0.000165336 | val_loss: 0.000133231 | Time: 3121.91 ms [2020-12-05 19:07:34 main:581] : INFO : Epoch 683 | loss: 0.000106665 | val_loss: 0.000114568 | Time: 3141.29 ms [2020-12-05 19:07:37 main:581] : INFO : Epoch 684 | loss: 9.90058e-05 | val_loss: 0.000114577 | Time: 3117.12 ms [2020-12-05 19:07:40 main:581] : INFO : Epoch 685 | loss: 0.00012073 | val_loss: 0.0001345 | Time: 3133.46 ms [2020-12-05 19:07:43 main:581] : INFO : Epoch 686 | loss: 0.000104969 | val_loss: 0.000112791 | Time: 3146.69 ms [2020-12-05 19:07:46 main:581] : INFO : Epoch 687 | loss: 9.52147e-05 | val_loss: 0.000108606 | Time: 3141.53 ms [2020-12-05 19:07:49 main:581] : INFO : Epoch 688 | loss: 9.50018e-05 | val_loss: 0.000139076 | Time: 3148.24 ms [2020-12-05 19:07:52 main:581] : INFO : Epoch 689 | loss: 0.000171365 | val_loss: 0.000181507 | Time: 3115.97 ms [2020-12-05 19:07:56 main:581] : INFO : Epoch 690 | loss: 0.000157123 | val_loss: 0.00015182 | Time: 3108.99 ms [2020-12-05 19:07:59 main:581] : INFO : Epoch 691 | loss: 0.000113635 | val_loss: 0.00012019 | Time: 3138.91 ms [2020-12-05 19:08:02 main:581] : INFO : Epoch 692 | loss: 9.88293e-05 | val_loss: 0.000118927 | Time: 3147.37 ms [2020-12-05 19:08:05 main:581] : INFO : Epoch 693 | loss: 0.000127506 | val_loss: 0.000174186 | Time: 3131.92 ms [2020-12-05 19:08:08 main:581] : INFO : Epoch 694 | loss: 0.000114287 | val_loss: 0.000117015 | Time: 3123.98 ms [2020-12-05 19:08:11 main:581] : INFO : Epoch 695 | loss: 9.59798e-05 | val_loss: 0.00011233 | Time: 3142.72 ms [2020-12-05 19:08:14 main:581] : INFO : Epoch 696 | loss: 0.000101371 | val_loss: 0.000135612 | Time: 3113.23 ms [2020-12-05 19:08:18 main:581] : INFO : Epoch 697 | loss: 0.000133001 | val_loss: 0.00013154 | Time: 3137.59 ms [2020-12-05 19:08:21 main:581] : INFO : Epoch 698 | loss: 0.000107456 | val_loss: 0.000117325 | Time: 3142.56 ms [2020-12-05 19:08:24 main:581] : INFO : Epoch 699 | loss: 0.000100683 | val_loss: 0.000121553 | Time: 3119.5 ms [2020-12-05 19:08:27 main:581] : INFO : Epoch 700 | loss: 0.000115165 | val_loss: 0.000173728 | Time: 3141.39 ms [2020-12-05 19:08:30 main:581] : INFO : Epoch 701 | loss: 0.000161719 | val_loss: 0.000158257 | Time: 3128.17 ms [2020-12-05 19:08:33 main:581] : INFO : Epoch 702 | loss: 0.000114556 | val_loss: 0.000117007 | Time: 3153.44 ms [2020-12-05 19:08:36 main:581] : INFO : Epoch 703 | loss: 9.72776e-05 | val_loss: 0.00011603 | Time: 3105.71 ms [2020-12-05 19:08:39 main:581] : INFO : Epoch 704 | loss: 0.000131955 | val_loss: 0.00015078 | Time: 3141 ms [2020-12-05 19:08:43 main:581] : INFO : Epoch 705 | loss: 0.00011247 | val_loss: 0.00011776 | Time: 3160.93 ms [2020-12-05 19:08:46 main:581] : INFO : Epoch 706 | loss: 9.86606e-05 | val_loss: 0.00012436 | Time: 3109.35 ms [2020-12-05 19:08:49 main:581] : INFO : Epoch 707 | loss: 0.00013306 | val_loss: 0.000129643 | Time: 3121.26 ms [2020-12-05 19:08:52 main:581] : INFO : Epoch 708 | loss: 0.000108307 | val_loss: 0.000116128 | Time: 3131.24 ms [2020-12-05 19:08:55 main:581] : INFO : Epoch 709 | loss: 0.00010592 | val_loss: 0.000138327 | Time: 3149.01 ms [2020-12-05 19:08:58 main:581] : INFO : Epoch 710 | loss: 0.000129814 | val_loss: 0.00015717 | Time: 3127.83 ms [2020-12-05 19:09:01 main:581] : INFO : Epoch 711 | loss: 0.000123509 | val_loss: 0.000132233 | Time: 3119.37 ms [2020-12-05 19:09:05 main:581] : INFO : Epoch 712 | loss: 0.000105604 | val_loss: 0.000118828 | Time: 3119.58 ms [2020-12-05 19:09:08 main:581] : INFO : Epoch 713 | loss: 0.000105447 | val_loss: 0.000149651 | Time: 3147.12 ms [2020-12-05 19:09:11 main:581] : INFO : Epoch 714 | loss: 0.000151046 | val_loss: 0.000153162 | Time: 3116.28 ms [2020-12-05 19:09:14 main:581] : INFO : Epoch 715 | loss: 0.000117994 | val_loss: 0.000114503 | Time: 3149.31 ms [2020-12-05 19:09:17 main:581] : INFO : Epoch 716 | loss: 9.73161e-05 | val_loss: 0.000115057 | Time: 3143.57 ms [2020-12-05 19:09:20 main:581] : INFO : Epoch 717 | loss: 0.000110073 | val_loss: 0.000137573 | Time: 3110.65 ms [2020-12-05 19:09:23 main:581] : INFO : Epoch 718 | loss: 0.000140599 | val_loss: 0.00013632 | Time: 3131.35 ms [2020-12-05 19:09:26 main:581] : INFO : Epoch 719 | loss: 0.000114211 | val_loss: 0.000117085 | Time: 3130.69 ms [2020-12-05 19:09:30 main:581] : INFO : Epoch 720 | loss: 0.000122747 | val_loss: 0.00016324 | Time: 3138.02 ms [2020-12-05 19:09:33 main:581] : INFO : Epoch 721 | loss: 0.000119903 | val_loss: 0.000120923 | Time: 3129.91 ms [2020-12-05 19:09:36 main:581] : INFO : Epoch 722 | loss: 9.95692e-05 | val_loss: 0.000116994 | Time: 3139.34 ms [2020-12-05 19:09:39 main:581] : INFO : Epoch 723 | loss: 9.78534e-05 | val_loss: 0.000114153 | Time: 3143.83 ms [2020-12-05 19:09:42 main:581] : INFO : Epoch 724 | loss: 0.000108124 | val_loss: 0.00015679 | Time: 3123.14 ms [2020-12-05 19:09:45 main:581] : INFO : Epoch 725 | loss: 0.000174576 | val_loss: 0.000161478 | Time: 3103.76 ms [2020-12-05 19:09:48 main:581] : INFO : Epoch 726 | loss: 0.000140308 | val_loss: 0.000126535 | Time: 3149.93 ms [2020-12-05 19:09:52 main:581] : INFO : Epoch 727 | loss: 0.000108403 | val_loss: 0.000119414 | Time: 3151.6 ms [2020-12-05 19:09:55 main:581] : INFO : Epoch 728 | loss: 0.000103897 | val_loss: 0.000130865 | Time: 3161.29 ms [2020-12-05 19:09:58 main:581] : INFO : Epoch 729 | loss: 0.000129084 | val_loss: 0.000136231 | Time: 3134.26 ms [2020-12-05 19:10:01 main:581] : INFO : Epoch 730 | loss: 0.000105413 | val_loss: 0.00011423 | Time: 3108.9 ms [2020-12-05 19:10:04 main:581] : INFO : Epoch 731 | loss: 9.60932e-05 | val_loss: 0.000120375 | Time: 3123.93 ms [2020-12-05 19:10:07 main:581] : INFO : Epoch 732 | loss: 0.000136927 | val_loss: 0.000149903 | Time: 3129.64 ms [2020-12-05 19:10:10 main:581] : INFO : Epoch 733 | loss: 0.000119437 | val_loss: 0.000120758 | Time: 3140.11 ms [2020-12-05 19:10:13 main:581] : INFO : Epoch 734 | loss: 0.000100684 | val_loss: 0.000116491 | Time: 3152.95 ms [2020-12-05 19:10:17 main:581] : INFO : Epoch 735 | loss: 9.93992e-05 | val_loss: 0.000140058 | Time: 3150.02 ms [2020-12-05 19:10:20 main:581] : INFO : Epoch 736 | loss: 0.000139345 | val_loss: 0.000144439 | Time: 3129.08 ms [2020-12-05 19:10:23 main:581] : INFO : Epoch 737 | loss: 0.000116874 | val_loss: 0.000116817 | Time: 3122.68 ms [2020-12-05 19:10:26 main:581] : INFO : Epoch 738 | loss: 0.000104003 | val_loss: 0.000118125 | Time: 3116.35 ms [2020-12-05 19:10:29 main:581] : INFO : Epoch 739 | loss: 0.00010434 | val_loss: 0.000136451 | Time: 3121.85 ms [2020-12-05 19:10:32 main:581] : INFO : Epoch 740 | loss: 0.000134766 | val_loss: 0.000141059 | Time: 3144.3 ms [2020-12-05 19:10:35 main:581] : INFO : Epoch 741 | loss: 0.000110991 | val_loss: 0.000117632 | Time: 3187.32 ms [2020-12-05 19:10:39 main:581] : INFO : Epoch 742 | loss: 0.000100747 | val_loss: 0.000113653 | Time: 3128.19 ms [2020-12-05 19:10:42 main:581] : INFO : Epoch 743 | loss: 0.000121004 | val_loss: 0.000189131 | Time: 3114.24 ms [2020-12-05 19:10:45 main:581] : INFO : Epoch 744 | loss: 0.000152181 | val_loss: 0.000133737 | Time: 3116.86 ms [2020-12-05 19:10:48 main:581] : INFO : Epoch 745 | loss: 0.000105929 | val_loss: 0.000112353 | Time: 3155.17 ms [2020-12-05 19:10:51 main:581] : INFO : Epoch 746 | loss: 9.99028e-05 | val_loss: 0.000119062 | Time: 3130.47 ms [2020-12-05 19:10:54 main:581] : INFO : Epoch 747 | loss: 0.000120726 | val_loss: 0.000158224 | Time: 3166.71 ms [2020-12-05 19:10:57 main:581] : INFO : Epoch 748 | loss: 0.000124052 | val_loss: 0.000127551 | Time: 3134.44 ms [2020-12-05 19:11:01 main:581] : INFO : Epoch 749 | loss: 0.000103413 | val_loss: 0.000112425 | Time: 3121.23 ms [2020-12-05 19:11:04 main:581] : INFO : Epoch 750 | loss: 0.000105194 | val_loss: 0.000160645 | Time: 3110.79 ms [2020-12-05 19:11:07 main:581] : INFO : Epoch 751 | loss: 0.000146075 | val_loss: 0.000138111 | Time: 3169.71 ms [2020-12-05 19:11:10 main:581] : INFO : Epoch 752 | loss: 0.000107968 | val_loss: 0.000121438 | Time: 3166.57 ms [2020-12-05 19:11:13 main:581] : INFO : Epoch 753 | loss: 0.000115563 | val_loss: 0.000139169 | Time: 3108.38 ms [2020-12-05 19:11:16 main:581] : INFO : Epoch 754 | loss: 0.000103978 | val_loss: 0.000110052 | Time: 3171.63 ms [2020-12-05 19:11:19 main:581] : INFO : Epoch 755 | loss: 0.000110876 | val_loss: 0.000187486 | Time: 3122.53 ms [2020-12-05 19:11:23 main:581] : INFO : Epoch 756 | loss: 0.00014849 | val_loss: 0.000137876 | Time: 3122.93 ms [2020-12-05 19:11:26 main:581] : INFO : Epoch 757 | loss: 0.000107404 | val_loss: 0.00012058 | Time: 3119.55 ms [2020-12-05 19:11:29 main:581] : INFO : Epoch 758 | loss: 0.00011503 | val_loss: 0.000124958 | Time: 3175.24 ms [2020-12-05 19:11:32 main:581] : INFO : Epoch 759 | loss: 0.000125997 | val_loss: 0.000150792 | Time: 3171.88 ms [2020-12-05 19:11:35 main:581] : INFO : Epoch 760 | loss: 0.00010857 | val_loss: 0.00011472 | Time: 3114.52 ms [2020-12-05 19:11:38 main:581] : INFO : Epoch 761 | loss: 0.000113733 | val_loss: 0.000139551 | Time: 3123.74 ms [2020-12-05 19:11:41 main:581] : INFO : Epoch 762 | loss: 0.000114925 | val_loss: 0.000133877 | Time: 3109.74 ms [2020-12-05 19:11:44 main:581] : INFO : Epoch 763 | loss: 0.000110733 | val_loss: 0.000120824 | Time: 3134.89 ms [2020-12-05 19:11:48 main:581] : INFO : Epoch 764 | loss: 0.000101068 | val_loss: 0.000117945 | Time: 3160.1 ms [2020-12-05 19:11:51 main:581] : INFO : Epoch 765 | loss: 0.000140159 | val_loss: 0.000192685 | Time: 3159.65 ms [2020-12-05 19:11:54 main:581] : INFO : Epoch 766 | loss: 0.000127805 | val_loss: 0.000129904 | Time: 3130.09 ms [2020-12-05 19:11:57 main:581] : INFO : Epoch 767 | loss: 0.000103711 | val_loss: 0.000116483 | Time: 3120.74 ms [2020-12-05 19:12:00 main:581] : INFO : Epoch 768 | loss: 0.00011617 | val_loss: 0.000123984 | Time: 3136 ms [2020-12-05 19:12:03 main:581] : INFO : Epoch 769 | loss: 0.000113219 | val_loss: 0.000127912 | Time: 3121.46 ms [2020-12-05 19:12:06 main:581] : INFO : Epoch 770 | loss: 0.00012079 | val_loss: 0.000147258 | Time: 3130.5 ms [2020-12-05 19:12:10 main:581] : INFO : Epoch 771 | loss: 0.00011447 | val_loss: 0.000119372 | Time: 3148.44 ms [2020-12-05 19:12:13 main:581] : INFO : Epoch 772 | loss: 0.000103312 | val_loss: 0.000113403 | Time: 3144.38 ms [2020-12-05 19:12:16 main:581] : INFO : Epoch 773 | loss: 0.000131165 | val_loss: 0.000182337 | Time: 3156.07 ms [2020-12-05 19:12:19 main:581] : INFO : Epoch 774 | loss: 0.000151462 | val_loss: 0.000137839 | Time: 3121.92 ms [2020-12-05 19:12:22 main:581] : INFO : Epoch 775 | loss: 0.000107366 | val_loss: 0.000114518 | Time: 3118.94 ms [2020-12-05 19:12:25 main:581] : INFO : Epoch 776 | loss: 9.56106e-05 | val_loss: 0.00011216 | Time: 3132.74 ms [2020-12-05 19:12:28 main:581] : INFO : Epoch 777 | loss: 0.000120982 | val_loss: 0.000161576 | Time: 3141.23 ms [2020-12-05 19:12:32 main:581] : INFO : Epoch 778 | loss: 0.000130596 | val_loss: 0.000140733 | Time: 3146.53 ms [2020-12-05 19:12:35 main:581] : INFO : Epoch 779 | loss: 0.000108804 | val_loss: 0.000117567 | Time: 3134.25 ms [2020-12-05 19:12:38 main:581] : INFO : Epoch 780 | loss: 0.000105522 | val_loss: 0.000144624 | Time: 3128.01 ms [2020-12-05 19:12:41 main:581] : INFO : Epoch 781 | loss: 0.000127465 | val_loss: 0.000124973 | Time: 3149.11 ms [2020-12-05 19:12:44 main:581] : INFO : Epoch 782 | loss: 0.000107355 | val_loss: 0.000117269 | Time: 3111.9 ms [2020-12-05 19:12:47 main:581] : INFO : Epoch 783 | loss: 9.91069e-05 | val_loss: 0.000115954 | Time: 3151.02 ms [2020-12-05 19:12:50 main:581] : INFO : Epoch 784 | loss: 0.00011918 | val_loss: 0.000124442 | Time: 3124.01 ms [2020-12-05 19:12:53 main:581] : INFO : Epoch 785 | loss: 0.000133465 | val_loss: 0.000146943 | Time: 3131.64 ms [2020-12-05 19:12:57 main:581] : INFO : Epoch 786 | loss: 0.000114073 | val_loss: 0.000115624 | Time: 3151.97 ms [2020-12-05 19:13:00 main:581] : INFO : Epoch 787 | loss: 0.000107081 | val_loss: 0.00019386 | Time: 3146.68 ms [2020-12-05 19:13:03 main:581] : INFO : Epoch 788 | loss: 0.000165678 | val_loss: 0.000128585 | Time: 3134.07 ms [2020-12-05 19:13:06 main:581] : INFO : Epoch 789 | loss: 0.000106598 | val_loss: 0.000116675 | Time: 3114.95 ms [2020-12-05 19:13:09 main:581] : INFO : Epoch 790 | loss: 9.58764e-05 | val_loss: 0.000112391 | Time: 3160.81 ms [2020-12-05 19:13:12 main:581] : INFO : Epoch 791 | loss: 0.000116719 | val_loss: 0.000149628 | Time: 3138.47 ms [2020-12-05 19:13:15 main:581] : INFO : Epoch 792 | loss: 0.000128942 | val_loss: 0.000149423 | Time: 3110.86 ms [2020-12-05 19:13:19 main:581] : INFO : Epoch 793 | loss: 0.000109677 | val_loss: 0.000114773 | Time: 3155.78 ms [2020-12-05 19:13:22 main:581] : INFO : Epoch 794 | loss: 9.91719e-05 | val_loss: 0.000115716 | Time: 3145.63 ms [2020-12-05 19:13:25 main:581] : INFO : Epoch 795 | loss: 0.00012599 | val_loss: 0.000146917 | Time: 3134.63 ms [2020-12-05 19:13:28 main:581] : INFO : Epoch 796 | loss: 0.000122656 | val_loss: 0.000188551 | Time: 3125 ms [2020-12-05 19:13:31 main:581] : INFO : Epoch 797 | loss: 0.000129439 | val_loss: 0.000121306 | Time: 3121.63 ms [2020-12-05 19:13:34 main:581] : INFO : Epoch 798 | loss: 0.000115671 | val_loss: 0.000155693 | Time: 3133.08 ms [2020-12-05 19:13:37 main:581] : INFO : Epoch 799 | loss: 0.000142086 | val_loss: 0.000129117 | Time: 3117.26 ms [2020-12-05 19:13:41 main:581] : INFO : Epoch 800 | loss: 0.00010259 | val_loss: 0.000111456 | Time: 3167.63 ms [2020-12-05 19:13:44 main:581] : INFO : Epoch 801 | loss: 9.59605e-05 | val_loss: 0.00011226 | Time: 3134.98 ms [2020-12-05 19:13:47 main:581] : INFO : Epoch 802 | loss: 0.000130412 | val_loss: 0.000150605 | Time: 3123.36 ms [2020-12-05 19:13:50 main:581] : INFO : Epoch 803 | loss: 0.000116115 | val_loss: 0.000119047 | Time: 3126.51 ms [2020-12-05 19:13:53 main:581] : INFO : Epoch 804 | loss: 0.000100912 | val_loss: 0.000120544 | Time: 3143.57 ms [2020-12-05 19:13:56 main:581] : INFO : Epoch 805 | loss: 0.000106757 | val_loss: 0.00012218 | Time: 3157.62 ms [2020-12-05 19:13:59 main:581] : INFO : Epoch 806 | loss: 0.000139804 | val_loss: 0.000129993 | Time: 3108.86 ms [2020-12-05 19:14:02 main:581] : INFO : Epoch 807 | loss: 0.000109901 | val_loss: 0.000118945 | Time: 3128.05 ms [2020-12-05 19:14:06 main:581] : INFO : Epoch 808 | loss: 9.68697e-05 | val_loss: 0.000109597 | Time: 3133.34 ms [2020-12-05 19:14:09 main:581] : INFO : Epoch 809 | loss: 0.000115082 | val_loss: 0.000150195 | Time: 3120.7 ms [2020-12-05 19:14:12 main:581] : INFO : Epoch 810 | loss: 0.000148845 | val_loss: 0.000152999 | Time: 3122.63 ms [2020-12-05 19:14:15 main:581] : INFO : Epoch 811 | loss: 0.000118661 | val_loss: 0.000126887 | Time: 3156.34 ms [2020-12-05 19:14:18 main:581] : INFO : Epoch 812 | loss: 0.000101879 | val_loss: 0.000117903 | Time: 3142.86 ms [2020-12-05 19:14:21 main:581] : INFO : Epoch 813 | loss: 0.000103798 | val_loss: 0.000122211 | Time: 3150.95 ms [2020-12-05 19:14:24 main:581] : INFO : Epoch 814 | loss: 0.000114624 | val_loss: 0.000119841 | Time: 3150.86 ms [2020-12-05 19:14:28 main:581] : INFO : Epoch 815 | loss: 0.000115077 | val_loss: 0.000190444 | Time: 3116.64 ms [2020-12-05 19:14:31 main:581] : INFO : Epoch 816 | loss: 0.000140073 | val_loss: 0.000125684 | Time: 3117.2 ms [2020-12-05 19:14:34 main:581] : INFO : Epoch 817 | loss: 0.000109292 | val_loss: 0.000133642 | Time: 3134.43 ms [2020-12-05 19:14:37 main:581] : INFO : Epoch 818 | loss: 0.000124904 | val_loss: 0.000120608 | Time: 3186.12 ms [2020-12-05 19:14:40 main:581] : INFO : Epoch 819 | loss: 0.000102443 | val_loss: 0.000121934 | Time: 3150.14 ms [2020-12-05 19:14:43 main:581] : INFO : Epoch 820 | loss: 0.000105811 | val_loss: 0.000168084 | Time: 3130.48 ms [2020-12-05 19:14:46 main:581] : INFO : Epoch 821 | loss: 0.000120385 | val_loss: 0.000131784 | Time: 3115.37 ms [2020-12-05 19:14:50 main:581] : INFO : Epoch 822 | loss: 0.000149808 | val_loss: 0.000172357 | Time: 3126.63 ms [2020-12-05 19:14:53 main:581] : INFO : Epoch 823 | loss: 0.000120565 | val_loss: 0.000120806 | Time: 3150.03 ms [2020-12-05 19:14:56 main:581] : INFO : Epoch 824 | loss: 0.00010023 | val_loss: 0.000112778 | Time: 3146.57 ms [2020-12-05 19:14:59 main:581] : INFO : Epoch 825 | loss: 0.000104247 | val_loss: 0.000125356 | Time: 3149.52 ms [2020-12-05 19:15:02 main:581] : INFO : Epoch 826 | loss: 0.000131071 | val_loss: 0.000126268 | Time: 3138.47 ms [2020-12-05 19:15:05 main:581] : INFO : Epoch 827 | loss: 0.000105123 | val_loss: 0.00011573 | Time: 3146.31 ms [2020-12-05 19:15:08 main:581] : INFO : Epoch 828 | loss: 9.95539e-05 | val_loss: 0.000123707 | Time: 3127.02 ms [2020-12-05 19:15:11 main:581] : INFO : Epoch 829 | loss: 0.00012951 | val_loss: 0.000126497 | Time: 3115.41 ms [2020-12-05 19:15:15 main:581] : INFO : Epoch 830 | loss: 0.000125558 | val_loss: 0.000134508 | Time: 3170.92 ms [2020-12-05 19:15:18 main:581] : INFO : Epoch 831 | loss: 0.000104466 | val_loss: 0.000116741 | Time: 3145.34 ms [2020-12-05 19:15:21 main:581] : INFO : Epoch 832 | loss: 9.91768e-05 | val_loss: 0.000121241 | Time: 3146.56 ms [2020-12-05 19:15:24 main:581] : INFO : Epoch 833 | loss: 0.000138706 | val_loss: 0.000160964 | Time: 3160.55 ms [2020-12-05 19:15:27 main:581] : INFO : Epoch 834 | loss: 0.000136091 | val_loss: 0.000137489 | Time: 3103.48 ms [2020-12-05 19:15:30 main:581] : INFO : Epoch 835 | loss: 0.000107636 | val_loss: 0.00011317 | Time: 3124.87 ms [2020-12-05 19:15:33 main:581] : INFO : Epoch 836 | loss: 0.000104439 | val_loss: 0.000158751 | Time: 3140.98 ms [2020-12-05 19:15:37 main:581] : INFO : Epoch 837 | loss: 0.0001275 | val_loss: 0.000129422 | Time: 3183.62 ms [2020-12-05 19:15:40 main:581] : INFO : Epoch 838 | loss: 0.000101727 | val_loss: 0.000111225 | Time: 3163.78 ms [2020-12-05 19:15:43 main:581] : INFO : Epoch 839 | loss: 9.42439e-05 | val_loss: 0.000110714 | Time: 3113.95 ms [2020-12-05 19:15:46 main:581] : INFO : Epoch 840 | loss: 0.000155222 | val_loss: 0.000297781 | Time: 3140.84 ms [2020-12-05 19:15:49 main:581] : INFO : Epoch 841 | loss: 0.000325295 | val_loss: 0.00024112 | Time: 3134.57 ms [2020-12-05 19:15:52 main:581] : INFO : Epoch 842 | loss: 0.00016499 | val_loss: 0.000132396 | Time: 3114.15 ms [2020-12-05 19:15:55 main:581] : INFO : Epoch 843 | loss: 0.000104695 | val_loss: 0.000111825 | Time: 3146.59 ms [2020-12-05 19:15:59 main:581] : INFO : Epoch 844 | loss: 9.36911e-05 | val_loss: 0.000108815 | Time: 3181.25 ms [2020-12-05 19:16:02 main:581] : INFO : Epoch 845 | loss: 9.31809e-05 | val_loss: 0.00011339 | Time: 3168.55 ms [2020-12-05 19:16:05 main:581] : INFO : Epoch 846 | loss: 0.000106867 | val_loss: 0.000115685 | Time: 3127.64 ms [2020-12-05 19:16:08 main:581] : INFO : Epoch 847 | loss: 9.93452e-05 | val_loss: 0.000110592 | Time: 3109.76 ms [2020-12-05 19:16:11 main:581] : INFO : Epoch 848 | loss: 9.36486e-05 | val_loss: 0.00010832 | Time: 3124.74 ms [2020-12-05 19:16:14 main:581] : INFO : Epoch 849 | loss: 9.45262e-05 | val_loss: 0.000122259 | Time: 3121.93 ms [2020-12-05 19:16:18 main:581] : INFO : Epoch 850 | loss: 0.000134991 | val_loss: 0.000146468 | Time: 3179.85 ms [2020-12-05 19:16:21 main:581] : INFO : Epoch 851 | loss: 0.000117985 | val_loss: 0.000113205 | Time: 3179.18 ms [2020-12-05 19:16:24 main:581] : INFO : Epoch 852 | loss: 9.56262e-05 | val_loss: 0.000109351 | Time: 3123.71 ms [2020-12-05 19:16:27 main:581] : INFO : Epoch 853 | loss: 9.64729e-05 | val_loss: 0.000126611 | Time: 3116.13 ms [2020-12-05 19:16:30 main:581] : INFO : Epoch 854 | loss: 0.000116493 | val_loss: 0.000128277 | Time: 3144.13 ms [2020-12-05 19:16:33 main:581] : INFO : Epoch 855 | loss: 0.000100807 | val_loss: 0.00011268 | Time: 3161.14 ms [2020-12-05 19:16:36 main:581] : INFO : Epoch 856 | loss: 0.00012014 | val_loss: 0.000134424 | Time: 3113.43 ms [2020-12-05 19:16:40 main:581] : INFO : Epoch 857 | loss: 0.000111657 | val_loss: 0.00013159 | Time: 3164.32 ms [2020-12-05 19:16:43 main:581] : INFO : Epoch 858 | loss: 0.000145626 | val_loss: 0.000134519 | Time: 3140.68 ms [2020-12-05 19:16:46 main:581] : INFO : Epoch 859 | loss: 0.000106874 | val_loss: 0.000112843 | Time: 3136.09 ms [2020-12-05 19:16:49 main:581] : INFO : Epoch 860 | loss: 9.69524e-05 | val_loss: 0.000110831 | Time: 3147.05 ms [2020-12-05 19:16:52 main:581] : INFO : Epoch 861 | loss: 9.91287e-05 | val_loss: 0.000130656 | Time: 3130.59 ms [2020-12-05 19:16:55 main:581] : INFO : Epoch 862 | loss: 0.000118393 | val_loss: 0.000132867 | Time: 3144.96 ms [2020-12-05 19:16:58 main:581] : INFO : Epoch 863 | loss: 0.000103982 | val_loss: 0.000123486 | Time: 3136.58 ms [2020-12-05 19:17:01 main:581] : INFO : Epoch 864 | loss: 0.000106856 | val_loss: 0.000128987 | Time: 3133.81 ms [2020-12-05 19:17:05 main:581] : INFO : Epoch 865 | loss: 0.000139614 | val_loss: 0.00013021 | Time: 3146.75 ms [2020-12-05 19:17:08 main:581] : INFO : Epoch 866 | loss: 0.000111305 | val_loss: 0.000117078 | Time: 3119.59 ms [2020-12-05 19:17:11 main:581] : INFO : Epoch 867 | loss: 0.000106787 | val_loss: 0.000133626 | Time: 3162.22 ms [2020-12-05 19:17:14 main:581] : INFO : Epoch 868 | loss: 9.9986e-05 | val_loss: 0.000112946 | Time: 3159.1 ms [2020-12-05 19:17:17 main:581] : INFO : Epoch 869 | loss: 0.000119189 | val_loss: 0.000235489 | Time: 3138.16 ms [2020-12-05 19:17:20 main:581] : INFO : Epoch 870 | loss: 0.000155701 | val_loss: 0.000141713 | Time: 3129.81 ms [2020-12-05 19:17:23 main:581] : INFO : Epoch 871 | loss: 0.000106611 | val_loss: 0.00011325 | Time: 3117.29 ms [2020-12-05 19:17:27 main:581] : INFO : Epoch 872 | loss: 9.5474e-05 | val_loss: 0.000108444 | Time: 3154.93 ms [2020-12-05 19:17:30 main:581] : INFO : Epoch 873 | loss: 0.00011649 | val_loss: 0.000175223 | Time: 3147.73 ms [2020-12-05 19:17:33 main:581] : INFO : Epoch 874 | loss: 0.000144083 | val_loss: 0.000123984 | Time: 3139.43 ms [2020-12-05 19:17:36 main:581] : INFO : Epoch 875 | loss: 0.000100636 | val_loss: 0.000110691 | Time: 3128.89 ms [2020-12-05 19:17:39 main:581] : INFO : Epoch 876 | loss: 0.000103387 | val_loss: 0.000132497 | Time: 3130.84 ms [2020-12-05 19:17:42 main:581] : INFO : Epoch 877 | loss: 0.000109206 | val_loss: 0.000139324 | Time: 3153.85 ms [2020-12-05 19:17:45 main:581] : INFO : Epoch 878 | loss: 0.000140721 | val_loss: 0.000134735 | Time: 3131.9 ms [2020-12-05 19:17:49 main:581] : INFO : Epoch 879 | loss: 0.000104474 | val_loss: 0.000115046 | Time: 3130.92 ms [2020-12-05 19:17:52 main:581] : INFO : Epoch 880 | loss: 0.000102094 | val_loss: 0.000145515 | Time: 3139.28 ms [2020-12-05 19:17:55 main:581] : INFO : Epoch 881 | loss: 0.000152574 | val_loss: 0.000145878 | Time: 3141.83 ms [2020-12-05 19:17:58 main:581] : INFO : Epoch 882 | loss: 0.000113955 | val_loss: 0.000115353 | Time: 3138.37 ms [2020-12-05 19:18:01 main:581] : INFO : Epoch 883 | loss: 9.6716e-05 | val_loss: 0.000111916 | Time: 3157.81 ms [2020-12-05 19:18:04 main:581] : INFO : Epoch 884 | loss: 0.000106495 | val_loss: 0.000117808 | Time: 3150.91 ms [2020-12-05 19:18:07 main:581] : INFO : Epoch 885 | loss: 0.000100018 | val_loss: 0.000112196 | Time: 3129.43 ms [2020-12-05 19:18:11 main:581] : INFO : Epoch 886 | loss: 0.000110045 | val_loss: 0.000134189 | Time: 3121.94 ms [2020-12-05 19:18:14 main:581] : INFO : Epoch 887 | loss: 0.000182477 | val_loss: 0.00021674 | Time: 3155 ms [2020-12-05 19:18:17 main:581] : INFO : Epoch 888 | loss: 0.000130949 | val_loss: 0.000123308 | Time: 3136.09 ms [2020-12-05 19:18:20 main:581] : INFO : Epoch 889 | loss: 9.88856e-05 | val_loss: 0.000110066 | Time: 3113.81 ms [2020-12-05 19:18:23 main:581] : INFO : Epoch 890 | loss: 9.31388e-05 | val_loss: 0.000109106 | Time: 3156.59 ms [2020-12-05 19:18:26 main:581] : INFO : Epoch 891 | loss: 0.00010589 | val_loss: 0.000169708 | Time: 3153.1 ms [2020-12-05 19:18:29 main:581] : INFO : Epoch 892 | loss: 0.000129507 | val_loss: 0.000148637 | Time: 3152.23 ms [2020-12-05 19:18:33 main:581] : INFO : Epoch 893 | loss: 0.000123158 | val_loss: 0.000118179 | Time: 3114.68 ms [2020-12-05 19:18:36 main:581] : INFO : Epoch 894 | loss: 9.82451e-05 | val_loss: 0.000110142 | Time: 3146.37 ms [2020-12-05 19:18:39 main:581] : INFO : Epoch 895 | loss: 9.49826e-05 | val_loss: 0.000114569 | Time: 3135.26 ms [2020-12-05 19:18:42 main:581] : INFO : Epoch 896 | loss: 0.000152035 | val_loss: 0.000197772 | Time: 3135.32 ms [2020-12-05 19:18:45 main:581] : INFO : Epoch 897 | loss: 0.00013542 | val_loss: 0.000130091 | Time: 3142.28 ms [2020-12-05 19:18:48 main:581] : INFO : Epoch 898 | loss: 0.000102479 | val_loss: 0.000112657 | Time: 3156.44 ms [2020-12-05 19:18:51 main:581] : INFO : Epoch 899 | loss: 9.58751e-05 | val_loss: 0.000110148 | Time: 3142.69 ms [2020-12-05 19:18:55 main:581] : INFO : Epoch 900 | loss: 9.70832e-05 | val_loss: 0.000136551 | Time: 3125.45 ms [2020-12-05 19:18:58 main:581] : INFO : Epoch 901 | loss: 0.00014743 | val_loss: 0.000149187 | Time: 3156.03 ms [2020-12-05 19:19:01 main:581] : INFO : Epoch 902 | loss: 0.000111399 | val_loss: 0.000112113 | Time: 3113.91 ms [2020-12-05 19:19:04 main:581] : INFO : Epoch 903 | loss: 9.51297e-05 | val_loss: 0.000109298 | Time: 3116.66 ms [2020-12-05 19:19:07 main:581] : INFO : Epoch 904 | loss: 9.67142e-05 | val_loss: 0.000136143 | Time: 3180.69 ms [2020-12-05 19:19:10 main:581] : INFO : Epoch 905 | loss: 0.000149415 | val_loss: 0.000144663 | Time: 3176.67 ms [2020-12-05 19:19:13 main:581] : INFO : Epoch 906 | loss: 0.000115305 | val_loss: 0.000130133 | Time: 3137.36 ms [2020-12-05 19:19:17 main:581] : INFO : Epoch 907 | loss: 0.00011203 | val_loss: 0.000128364 | Time: 3116.74 ms [2020-12-05 19:19:20 main:581] : INFO : Epoch 908 | loss: 0.000108172 | val_loss: 0.000124856 | Time: 3111.5 ms [2020-12-05 19:19:23 main:581] : INFO : Epoch 909 | loss: 0.00010476 | val_loss: 0.000114027 | Time: 3144.19 ms [2020-12-05 19:19:26 main:581] : INFO : Epoch 910 | loss: 0.000109162 | val_loss: 0.000205618 | Time: 3145.26 ms [2020-12-05 19:19:29 main:581] : INFO : Epoch 911 | loss: 0.000178298 | val_loss: 0.000142441 | Time: 3139.61 ms [2020-12-05 19:19:32 main:581] : INFO : Epoch 912 | loss: 0.000114652 | val_loss: 0.000121567 | Time: 3168.9 ms [2020-12-05 19:19:35 main:581] : INFO : Epoch 913 | loss: 0.000101953 | val_loss: 0.000113846 | Time: 3114.9 ms [2020-12-05 19:19:39 main:581] : INFO : Epoch 914 | loss: 9.74113e-05 | val_loss: 0.000115172 | Time: 3131.73 ms [2020-12-05 19:19:42 main:581] : INFO : Epoch 915 | loss: 0.000107623 | val_loss: 0.000184773 | Time: 3129.19 ms [2020-12-05 19:19:45 main:581] : INFO : Epoch 916 | loss: 0.000152886 | val_loss: 0.000139908 | Time: 3126.38 ms [2020-12-05 19:19:48 main:581] : INFO : Epoch 917 | loss: 0.000105106 | val_loss: 0.00011413 | Time: 3176.38 ms [2020-12-05 19:19:51 main:581] : INFO : Epoch 918 | loss: 9.45109e-05 | val_loss: 0.000109 | Time: 3136.91 ms [2020-12-05 19:19:54 main:581] : INFO : Epoch 919 | loss: 0.000108234 | val_loss: 0.000117752 | Time: 3152.98 ms [2020-12-05 19:19:57 main:581] : INFO : Epoch 920 | loss: 0.000110604 | val_loss: 0.000177805 | Time: 3111.4 ms [2020-12-05 19:20:00 main:581] : INFO : Epoch 921 | loss: 0.000141962 | val_loss: 0.000139046 | Time: 3117.7 ms [2020-12-05 19:20:04 main:581] : INFO : Epoch 922 | loss: 0.000124704 | val_loss: 0.000118127 | Time: 3156.43 ms [2020-12-05 19:20:07 main:581] : INFO : Epoch 923 | loss: 9.781e-05 | val_loss: 0.000109618 | Time: 3138.67 ms [2020-12-05 19:20:10 main:581] : INFO : Epoch 924 | loss: 9.53083e-05 | val_loss: 0.000133713 | Time: 3180 ms [2020-12-05 19:20:13 main:581] : INFO : Epoch 925 | loss: 0.000145066 | val_loss: 0.000160763 | Time: 3125.48 ms [2020-12-05 19:20:16 main:581] : INFO : Epoch 926 | loss: 0.000122792 | val_loss: 0.000124879 | Time: 3126.64 ms [2020-12-05 19:20:19 main:581] : INFO : Epoch 927 | loss: 0.000104936 | val_loss: 0.000113453 | Time: 3121.64 ms [2020-12-05 19:20:22 main:581] : INFO : Epoch 928 | loss: 0.000105261 | val_loss: 0.000155981 | Time: 3129.72 ms [2020-12-05 19:20:26 main:581] : INFO : Epoch 929 | loss: 0.000135697 | val_loss: 0.000130108 | Time: 3135.39 ms [2020-12-05 19:20:29 main:581] : INFO : Epoch 930 | loss: 0.000106033 | val_loss: 0.000118941 | Time: 3142.27 ms [2020-12-05 19:20:32 main:581] : INFO : Epoch 931 | loss: 9.83387e-05 | val_loss: 0.000114662 | Time: 3180.78 ms [2020-12-05 19:20:35 main:581] : INFO : Epoch 932 | loss: 0.000121006 | val_loss: 0.000163626 | Time: 3115.26 ms [2020-12-05 19:20:38 main:581] : INFO : Epoch 933 | loss: 0.000124439 | val_loss: 0.000122364 | Time: 3110.19 ms [2020-12-05 19:20:41 main:581] : INFO : Epoch 934 | loss: 0.000100845 | val_loss: 0.000113472 | Time: 3130.72 ms [2020-12-05 19:20:44 main:581] : INFO : Epoch 935 | loss: 0.000113178 | val_loss: 0.000158749 | Time: 3144.41 ms [2020-12-05 19:20:48 main:581] : INFO : Epoch 936 | loss: 0.000140246 | val_loss: 0.000138664 | Time: 3154.22 ms [2020-12-05 19:20:51 main:581] : INFO : Epoch 937 | loss: 0.000105266 | val_loss: 0.000117782 | Time: 3145.38 ms [2020-12-05 19:20:54 main:581] : INFO : Epoch 938 | loss: 0.000101163 | val_loss: 0.000120858 | Time: 3131.69 ms [2020-12-05 19:20:57 main:581] : INFO : Epoch 939 | loss: 0.000128641 | val_loss: 0.000134552 | Time: 3118.64 ms [2020-12-05 19:21:00 main:581] : INFO : Epoch 940 | loss: 0.000110107 | val_loss: 0.000120656 | Time: 3120.58 ms [2020-12-05 19:21:03 main:581] : INFO : Epoch 941 | loss: 0.000106279 | val_loss: 0.000127842 | Time: 3175.66 ms [2020-12-05 19:21:06 main:581] : INFO : Epoch 942 | loss: 0.000134573 | val_loss: 0.000137623 | Time: 3136.81 ms [2020-12-05 19:21:10 main:581] : INFO : Epoch 943 | loss: 0.000115527 | val_loss: 0.000116455 | Time: 3120.16 ms [2020-12-05 19:21:13 main:581] : INFO : Epoch 944 | loss: 9.87432e-05 | val_loss: 0.000114526 | Time: 3152.79 ms [2020-12-05 19:21:16 main:581] : INFO : Epoch 945 | loss: 0.000121268 | val_loss: 0.000143072 | Time: 3121.42 ms [2020-12-05 19:21:19 main:581] : INFO : Epoch 946 | loss: 0.000125593 | val_loss: 0.000131268 | Time: 3120.26 ms [2020-12-05 19:21:22 main:581] : INFO : Epoch 947 | loss: 0.000108148 | val_loss: 0.000125038 | Time: 3124.81 ms [2020-12-05 19:21:25 main:581] : INFO : Epoch 948 | loss: 0.000110914 | val_loss: 0.000144341 | Time: 3182.34 ms [2020-12-05 19:21:28 main:581] : INFO : Epoch 949 | loss: 0.000124757 | val_loss: 0.000134839 | Time: 3148.71 ms [2020-12-05 19:21:31 main:581] : INFO : Epoch 950 | loss: 0.000105662 | val_loss: 0.000118595 | Time: 3118.68 ms [2020-12-05 19:21:35 main:581] : INFO : Epoch 951 | loss: 0.000110383 | val_loss: 0.000145168 | Time: 3131.12 ms [2020-12-05 19:21:38 main:581] : INFO : Epoch 952 | loss: 0.000112514 | val_loss: 0.000122709 | Time: 3115.69 ms [2020-12-05 19:21:41 main:581] : INFO : Epoch 953 | loss: 0.000120754 | val_loss: 0.000150526 | Time: 3131.57 ms [2020-12-05 19:21:44 main:581] : INFO : Epoch 954 | loss: 0.000122022 | val_loss: 0.000121374 | Time: 3173.95 ms [2020-12-05 19:21:47 main:581] : INFO : Epoch 955 | loss: 0.000124199 | val_loss: 0.00019385 | Time: 3155.66 ms [2020-12-05 19:21:50 main:581] : INFO : Epoch 956 | loss: 0.000127896 | val_loss: 0.000124903 | Time: 3120.35 ms [2020-12-05 19:21:53 main:581] : INFO : Epoch 957 | loss: 0.000100124 | val_loss: 0.000114975 | Time: 3121.31 ms [2020-12-05 19:21:57 main:581] : INFO : Epoch 958 | loss: 0.000102371 | val_loss: 0.000129366 | Time: 3155.97 ms [2020-12-05 19:22:00 main:581] : INFO : Epoch 959 | loss: 0.000121802 | val_loss: 0.00013533 | Time: 3120.06 ms [2020-12-05 19:22:03 main:581] : INFO : Epoch 960 | loss: 0.000110809 | val_loss: 0.000121853 | Time: 3122.38 ms [2020-12-05 19:22:06 main:581] : INFO : Epoch 961 | loss: 0.000119814 | val_loss: 0.000132913 | Time: 3155.61 ms [2020-12-05 19:22:09 main:581] : INFO : Epoch 962 | loss: 0.000101369 | val_loss: 0.000113296 | Time: 3143.23 ms [2020-12-05 19:22:12 main:581] : INFO : Epoch 963 | loss: 0.000123516 | val_loss: 0.000220191 | Time: 3142.06 ms [2020-12-05 19:22:15 main:581] : INFO : Epoch 964 | loss: 0.000142934 | val_loss: 0.000148553 | Time: 3114.4 ms [2020-12-05 19:22:19 main:581] : INFO : Epoch 965 | loss: 0.000116327 | val_loss: 0.000117725 | Time: 3140.78 ms [2020-12-05 19:22:22 main:581] : INFO : Epoch 966 | loss: 9.85303e-05 | val_loss: 0.000111378 | Time: 3111.34 ms [2020-12-05 19:22:25 main:581] : INFO : Epoch 967 | loss: 0.000100577 | val_loss: 0.000133501 | Time: 3141.14 ms [2020-12-05 19:22:28 main:581] : INFO : Epoch 968 | loss: 0.000146554 | val_loss: 0.000125776 | Time: 3147.31 ms [2020-12-05 19:22:31 main:581] : INFO : Epoch 969 | loss: 0.000108438 | val_loss: 0.000125005 | Time: 3125.95 ms [2020-12-05 19:22:34 main:581] : INFO : Epoch 970 | loss: 0.000106255 | val_loss: 0.000122729 | Time: 3136.31 ms [2020-12-05 19:22:37 main:581] : INFO : Epoch 971 | loss: 0.000111058 | val_loss: 0.00012751 | Time: 3134.89 ms [2020-12-05 19:22:40 main:581] : INFO : Epoch 972 | loss: 0.000109386 | val_loss: 0.00012175 | Time: 3136.16 ms [2020-12-05 19:22:44 main:581] : INFO : Epoch 973 | loss: 0.000137402 | val_loss: 0.000189314 | Time: 3118.57 ms [2020-12-05 19:22:47 main:581] : INFO : Epoch 974 | loss: 0.000133625 | val_loss: 0.000120382 | Time: 3124.22 ms [2020-12-05 19:22:50 main:581] : INFO : Epoch 975 | loss: 0.00010033 | val_loss: 0.000113076 | Time: 3150.73 ms [2020-12-05 19:22:53 main:581] : INFO : Epoch 976 | loss: 9.46656e-05 | val_loss: 0.000112593 | Time: 3134.87 ms [2020-12-05 19:22:56 main:581] : INFO : Epoch 977 | loss: 0.000115141 | val_loss: 0.000138177 | Time: 3146.97 ms [2020-12-05 19:22:59 main:581] : INFO : Epoch 978 | loss: 0.000134899 | val_loss: 0.000159748 | Time: 3129.49 ms [2020-12-05 19:23:02 main:581] : INFO : Epoch 979 | loss: 0.000127099 | val_loss: 0.000132285 | Time: 3134.85 ms [2020-12-05 19:23:06 main:581] : INFO : Epoch 980 | loss: 0.000102899 | val_loss: 0.000112241 | Time: 3142.38 ms [2020-12-05 19:23:09 main:581] : INFO : Epoch 981 | loss: 0.000103686 | val_loss: 0.000125012 | Time: 3113.04 ms [2020-12-05 19:23:12 main:581] : INFO : Epoch 982 | loss: 0.000127084 | val_loss: 0.000134226 | Time: 3131.12 ms [2020-12-05 19:23:15 main:581] : INFO : Epoch 983 | loss: 0.000113384 | val_loss: 0.00013203 | Time: 3129.21 ms [2020-12-05 19:23:18 main:581] : INFO : Epoch 984 | loss: 0.000117221 | val_loss: 0.000117694 | Time: 3148.88 ms [2020-12-05 19:23:21 main:581] : INFO : Epoch 985 | loss: 9.96225e-05 | val_loss: 0.000114098 | Time: 3153.39 ms [2020-12-05 19:23:24 main:581] : INFO : Epoch 986 | loss: 0.000115004 | val_loss: 0.000165371 | Time: 3122.17 ms [2020-12-05 19:23:28 main:581] : INFO : Epoch 987 | loss: 0.000155543 | val_loss: 0.000159142 | Time: 3134.34 ms [2020-12-05 19:23:31 main:581] : INFO : Epoch 988 | loss: 0.000116473 | val_loss: 0.000118694 | Time: 3118.96 ms [2020-12-05 19:23:34 main:581] : INFO : Epoch 989 | loss: 9.67123e-05 | val_loss: 0.000108969 | Time: 3149.65 ms [2020-12-05 19:23:37 main:581] : INFO : Epoch 990 | loss: 9.29387e-05 | val_loss: 0.000114315 | Time: 3135.97 ms [2020-12-05 19:23:40 main:581] : INFO : Epoch 991 | loss: 0.000140823 | val_loss: 0.000128036 | Time: 3135.46 ms [2020-12-05 19:23:43 main:581] : INFO : Epoch 992 | loss: 0.00011709 | val_loss: 0.000120324 | Time: 3127.88 ms [2020-12-05 19:23:46 main:581] : INFO : Epoch 993 | loss: 9.76486e-05 | val_loss: 0.000112403 | Time: 3143.53 ms [2020-12-05 19:23:49 main:581] : INFO : Epoch 994 | loss: 0.000100182 | val_loss: 0.000156761 | Time: 3149.85 ms [2020-12-05 19:23:53 main:581] : INFO : Epoch 995 | loss: 0.000152887 | val_loss: 0.000123504 | Time: 3125.2 ms [2020-12-05 19:23:56 main:581] : INFO : Epoch 996 | loss: 0.000104938 | val_loss: 0.000124237 | Time: 3130.41 ms [2020-12-05 19:23:59 main:581] : INFO : Epoch 997 | loss: 0.000105912 | val_loss: 0.000115901 | Time: 3144.15 ms [2020-12-05 19:24:02 main:581] : INFO : Epoch 998 | loss: 9.77272e-05 | val_loss: 0.000111311 | Time: 3138.18 ms [2020-12-05 19:24:05 main:581] : INFO : Epoch 999 | loss: 0.000114997 | val_loss: 0.000201975 | Time: 3120.84 ms [2020-12-05 19:24:08 main:581] : INFO : Epoch 1000 | loss: 0.000165254 | val_loss: 0.00013515 | Time: 3132.23 ms [2020-12-05 19:24:11 main:581] : INFO : Epoch 1001 | loss: 0.000111247 | val_loss: 0.0001188 | Time: 3176.17 ms [2020-12-05 19:24:15 main:581] : INFO : Epoch 1002 | loss: 9.6402e-05 | val_loss: 0.000111562 | Time: 3143.13 ms [2020-12-05 19:24:18 main:581] : INFO : Epoch 1003 | loss: 9.62929e-05 | val_loss: 0.000122075 | Time: 3125.3 ms [2020-12-05 19:24:21 main:581] : INFO : Epoch 1004 | loss: 0.000117713 | val_loss: 0.000159506 | Time: 3121.62 ms [2020-12-05 19:24:24 main:581] : INFO : Epoch 1005 | loss: 0.000134264 | val_loss: 0.000143281 | Time: 3126.13 ms [2020-12-05 19:24:27 main:581] : INFO : Epoch 1006 | loss: 0.000112217 | val_loss: 0.000115378 | Time: 3119.33 ms [2020-12-05 19:24:30 main:581] : INFO : Epoch 1007 | loss: 0.000100268 | val_loss: 0.000118195 | Time: 3153.59 ms [2020-12-05 19:24:33 main:581] : INFO : Epoch 1008 | loss: 0.000110719 | val_loss: 0.000136433 | Time: 3154.16 ms [2020-12-05 19:24:37 main:581] : INFO : Epoch 1009 | loss: 0.000109058 | val_loss: 0.00011805 | Time: 3125.53 ms [2020-12-05 19:24:40 main:581] : INFO : Epoch 1010 | loss: 0.000111497 | val_loss: 0.000156695 | Time: 3132.21 ms [2020-12-05 19:24:43 main:581] : INFO : Epoch 1011 | loss: 0.000123184 | val_loss: 0.000134957 | Time: 3122.08 ms [2020-12-05 19:24:46 main:581] : INFO : Epoch 1012 | loss: 0.000112671 | val_loss: 0.000123563 | Time: 3132.1 ms [2020-12-05 19:24:49 main:581] : INFO : Epoch 1013 | loss: 0.000108739 | val_loss: 0.000118076 | Time: 3112.49 ms [2020-12-05 19:24:52 main:581] : INFO : Epoch 1014 | loss: 0.000120613 | val_loss: 0.000157313 | Time: 3167.19 ms [2020-12-05 19:24:55 main:581] : INFO : Epoch 1015 | loss: 0.000122615 | val_loss: 0.000119191 | Time: 3175.55 ms [2020-12-05 19:24:58 main:581] : INFO : Epoch 1016 | loss: 0.000103036 | val_loss: 0.00012398 | Time: 3131.49 ms [2020-12-05 19:25:02 main:581] : INFO : Epoch 1017 | loss: 0.000124736 | val_loss: 0.000166326 | Time: 3117.39 ms [2020-12-05 19:25:05 main:581] : INFO : Epoch 1018 | loss: 0.000127696 | val_loss: 0.000126327 | Time: 3114.39 ms [2020-12-05 19:25:08 main:581] : INFO : Epoch 1019 | loss: 0.000101689 | val_loss: 0.000117058 | Time: 3137.46 ms [2020-12-05 19:25:11 main:581] : INFO : Epoch 1020 | loss: 0.000101498 | val_loss: 0.000159854 | Time: 3147.82 ms [2020-12-05 19:25:14 main:581] : INFO : Epoch 1021 | loss: 0.000166719 | val_loss: 0.000155441 | Time: 3166.4 ms [2020-12-05 19:25:17 main:581] : INFO : Epoch 1022 | loss: 0.000211303 | val_loss: 0.000244507 | Time: 3125.99 ms [2020-12-05 19:25:20 main:581] : INFO : Epoch 1023 | loss: 0.000195778 | val_loss: 0.000145793 | Time: 3122.03 ms [2020-12-05 19:25:24 main:581] : INFO : Epoch 1024 | loss: 0.000113822 | val_loss: 0.000116055 | Time: 3120.22 ms [2020-12-05 19:25:24 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.000116055 [2020-12-05 19:25:24 main:610] : INFO : Saving end state to config to file [2020-12-05 19:25:24 main:615] : INFO : Success, exiting.. 19:25:24 (4080): called boinc_finish(0) </stderr_txt> ]]>
©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)