Task 3323450
| Name | ParityMachine-1606531331-24702-8_1 |
| Workunit | 1582792 |
| Created | 18 Dec 2020, 2:42:57 UTC |
| Sent | 18 Dec 2020, 5:44:05 UTC |
| Report deadline | 25 Dec 2020, 5:44:05 UTC |
| Received | 18 Dec 2020, 19:41:39 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5320 |
| Run time | 54 min 55 sec |
| CPU time | 43 min 40 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 1,128.42 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.58 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> Epoch 514 | loss: 0.0311827 | val_loss: 0.0311948 | Time: 3193.85 ms [2020-12-18 11:01:53 main:574] : INFO : Epoch 515 | loss: 0.0311828 | val_loss: 0.0311952 | Time: 3178.6 ms [2020-12-18 11:01:57 main:574] : INFO : Epoch 516 | loss: 0.0311831 | val_loss: 0.0311974 | Time: 3202.9 ms [2020-12-18 11:02:00 main:574] : INFO : Epoch 517 | loss: 0.0311837 | val_loss: 0.0311956 | Time: 3173.2 ms [2020-12-18 11:02:03 main:574] : INFO : Epoch 518 | loss: 0.0311831 | val_loss: 0.031197 | Time: 3191.26 ms [2020-12-18 11:02:06 main:574] : INFO : Epoch 519 | loss: 0.0311827 | val_loss: 0.0311944 | Time: 3150.13 ms [2020-12-18 11:02:09 main:574] : INFO : Epoch 520 | loss: 0.0311842 | val_loss: 0.0311951 | Time: 3206.15 ms [2020-12-18 11:02:13 main:574] : INFO : Epoch 521 | loss: 0.0311829 | val_loss: 0.0311949 | Time: 3153.71 ms [2020-12-18 11:02:16 main:574] : INFO : Epoch 522 | loss: 0.0311824 | val_loss: 0.031195 | Time: 3153.46 ms [2020-12-18 11:02:19 main:574] : INFO : Epoch 523 | loss: 0.0311841 | val_loss: 0.0311953 | Time: 3171.07 ms [2020-12-18 11:02:22 main:574] : INFO : Epoch 524 | loss: 0.0311851 | val_loss: 0.0311942 | Time: 3162.62 ms [2020-12-18 11:02:25 main:574] : INFO : Epoch 525 | loss: 0.0311863 | val_loss: 0.0311987 | Time: 3154.94 ms [2020-12-18 11:02:28 main:574] : INFO : Epoch 526 | loss: 0.0311847 | val_loss: 0.0311962 | Time: 3147.67 ms [2020-12-18 11:02:32 main:574] : INFO : Epoch 527 | loss: 0.0311825 | val_loss: 0.031195 | Time: 3195.74 ms [2020-12-18 11:02:35 main:574] : INFO : Epoch 528 | loss: 0.0311823 | val_loss: 0.0311945 | Time: 3183.36 ms [2020-12-18 11:02:38 main:574] : INFO : Epoch 529 | loss: 0.0311836 | val_loss: 0.0311952 | Time: 3214.94 ms [2020-12-18 11:02:41 main:574] : INFO : Epoch 530 | loss: 0.0311829 | val_loss: 0.0311946 | Time: 3180.93 ms [2020-12-18 11:02:45 main:574] : INFO : Epoch 531 | loss: 0.0311837 | val_loss: 0.031197 | Time: 3164.52 ms [2020-12-18 11:02:48 main:574] : INFO : Epoch 532 | loss: 0.0311881 | val_loss: 0.0311951 | Time: 3171.78 ms [2020-12-18 11:02:51 main:574] : INFO : Epoch 533 | loss: 0.0311871 | val_loss: 0.0311993 | Time: 3188.31 ms [2020-12-18 11:02:54 main:574] : INFO : Epoch 534 | loss: 0.0355224 | val_loss: 0.0332485 | Time: 3188.52 ms [2020-12-18 11:02:58 main:574] : INFO : Epoch 535 | loss: 0.033822 | val_loss: 0.0444952 | Time: 3209.94 ms [2020-12-18 11:03:01 main:574] : INFO : Epoch 536 | loss: 0.0436368 | val_loss: 0.0328463 | Time: 3197.5 ms [2020-12-18 11:03:04 main:574] : INFO : Epoch 537 | loss: 0.0323041 | val_loss: 0.0318815 | Time: 3159.88 ms [2020-12-18 11:03:07 main:574] : INFO : Epoch 538 | loss: 0.0314609 | val_loss: 0.0313571 | Time: 3200.71 ms [2020-12-18 11:03:10 main:574] : INFO : Epoch 539 | loss: 0.0312941 | val_loss: 0.031278 | Time: 3187.61 ms [2020-12-18 11:03:14 main:574] : INFO : Epoch 540 | loss: 0.0312643 | val_loss: 0.0312575 | Time: 3176.37 ms [2020-12-18 11:03:17 main:574] : INFO : Epoch 541 | loss: 0.0312553 | val_loss: 0.0312514 | Time: 3146.49 ms [2020-12-18 11:03:20 main:574] : INFO : Epoch 542 | loss: 0.0312492 | val_loss: 0.0312465 | Time: 3203.99 ms [2020-12-18 11:03:23 main:574] : INFO : Epoch 543 | loss: 0.0312444 | val_loss: 0.031244 | Time: 3184.96 ms [2020-12-18 11:03:26 main:574] : INFO : Epoch 544 | loss: 0.0312421 | val_loss: 0.0312422 | Time: 3159.11 ms [2020-12-18 11:03:30 main:574] : INFO : Epoch 545 | loss: 0.0312407 | val_loss: 0.031241 | Time: 3174.36 ms [2020-12-18 11:03:33 main:574] : INFO : Epoch 546 | loss: 0.0312392 | val_loss: 0.0312395 | Time: 3172.95 ms [2020-12-18 11:03:36 main:574] : INFO : Epoch 547 | loss: 0.0312374 | val_loss: 0.0312371 | Time: 3180.35 ms [2020-12-18 11:03:39 main:574] : INFO : Epoch 548 | loss: 0.0312353 | val_loss: 0.0312348 | Time: 3155.7 ms [2020-12-18 11:03:42 main:574] : INFO : Epoch 549 | loss: 0.0312331 | val_loss: 0.0312323 | Time: 3168.2 ms [2020-12-18 11:03:46 main:574] : INFO : Epoch 550 | loss: 0.0312302 | val_loss: 0.0312299 | Time: 3170.84 ms [2020-12-18 11:03:49 main:574] : INFO : Epoch 551 | loss: 0.031228 | val_loss: 0.0312275 | Time: 3168.83 ms [2020-12-18 11:03:52 main:574] : INFO : Epoch 552 | loss: 0.0312259 | val_loss: 0.0312259 | Time: 3176.05 ms [2020-12-18 11:03:55 main:574] : INFO : Epoch 553 | loss: 0.0312244 | val_loss: 0.0312244 | Time: 3176.92 ms [2020-12-18 11:03:58 main:574] : INFO : Epoch 554 | loss: 0.0312225 | val_loss: 0.0312223 | Time: 3143.14 ms [2020-12-18 11:04:02 main:574] : INFO : Epoch 555 | loss: 0.0312202 | val_loss: 0.0312198 | Time: 3182.93 ms [2020-12-18 11:04:05 main:574] : INFO : Epoch 556 | loss: 0.0312169 | val_loss: 0.0312166 | Time: 3186.77 ms [2020-12-18 11:04:08 main:574] : INFO : Epoch 557 | loss: 0.0312146 | val_loss: 0.0312156 | Time: 3170.15 ms [2020-12-18 11:04:11 main:574] : INFO : Epoch 558 | loss: 0.0312133 | val_loss: 0.0312141 | Time: 3178.05 ms [2020-12-18 11:04:14 main:574] : INFO : Epoch 559 | loss: 0.031212 | val_loss: 0.0312129 | Time: 3158.39 ms [2020-12-18 11:04:18 main:574] : INFO : Epoch 560 | loss: 0.0312109 | val_loss: 0.0312117 | Time: 3142.1 ms [2020-12-18 11:04:21 main:574] : INFO : Epoch 561 | loss: 0.0312079 | val_loss: 0.0312073 | Time: 3178.03 ms [2020-12-18 11:04:24 main:574] : INFO : Epoch 562 | loss: 0.0312048 | val_loss: 0.0312052 | Time: 3167.27 ms [2020-12-18 11:04:27 main:574] : INFO : Epoch 563 | loss: 0.0312035 | val_loss: 0.0312052 | Time: 3131.96 ms [2020-12-18 11:04:30 main:574] : INFO : Epoch 564 | loss: 0.0312032 | val_loss: 0.0312041 | Time: 3218.67 ms [2020-12-18 11:04:34 main:574] : INFO : Epoch 565 | loss: 0.0312026 | val_loss: 0.0312039 | Time: 3216.7 ms [2020-12-18 11:04:37 main:574] : INFO : Epoch 566 | loss: 0.0312023 | val_loss: 0.0312036 | Time: 3165.65 ms [2020-12-18 11:04:40 main:574] : INFO : Epoch 567 | loss: 0.0312021 | val_loss: 0.0312033 | Time: 3243.99 ms [2020-12-18 11:04:43 main:574] : INFO : Epoch 568 | loss: 0.0312018 | val_loss: 0.0312031 | Time: 3232.22 ms [2020-12-18 11:04:47 main:574] : INFO : Epoch 569 | loss: 0.0312015 | val_loss: 0.0312028 | Time: 3165.21 ms [2020-12-18 11:04:50 main:574] : INFO : Epoch 570 | loss: 0.031201 | val_loss: 0.0312025 | Time: 3159.86 ms [2020-12-18 11:04:53 main:574] : INFO : Epoch 571 | loss: 0.0312008 | val_loss: 0.0312023 | Time: 3160.67 ms [2020-12-18 11:04:56 main:574] : INFO : Epoch 572 | loss: 0.0312004 | val_loss: 0.0312021 | Time: 3153.97 ms [2020-12-18 11:04:59 main:574] : INFO : Epoch 573 | loss: 0.0312001 | val_loss: 0.0312014 | Time: 3176.65 ms [2020-12-18 11:05:03 main:574] : INFO : Epoch 574 | loss: 0.0312 | val_loss: 0.0312014 | Time: 3169.39 ms [2020-12-18 11:05:06 main:574] : INFO : Epoch 575 | loss: 0.0311996 | val_loss: 0.0312008 | Time: 3209.24 ms [2020-12-18 11:05:09 main:574] : INFO : Epoch 576 | loss: 0.0311998 | val_loss: 0.0312013 | Time: 3162.85 ms [2020-12-18 11:05:12 main:574] : INFO : Epoch 577 | loss: 0.0311996 | val_loss: 0.0312004 | Time: 3167.27 ms [2020-12-18 11:05:15 main:574] : INFO : Epoch 578 | loss: 0.0311992 | val_loss: 0.0312004 | Time: 3243.49 ms [2020-12-18 11:05:19 main:574] : INFO : Epoch 579 | loss: 0.0311992 | val_loss: 0.0312006 | Time: 3174.4 ms [2020-12-18 11:05:22 main:574] : INFO : Epoch 580 | loss: 0.0311995 | val_loss: 0.0312 | Time: 3185.58 ms [2020-12-18 11:05:25 main:574] : INFO : Epoch 581 | loss: 0.0311986 | val_loss: 0.0312 | Time: 3151.94 ms [2020-12-18 11:05:28 main:574] : INFO : Epoch 582 | loss: 0.0311989 | val_loss: 0.0312005 | Time: 3174.59 ms [2020-12-18 11:05:31 main:574] : INFO : Epoch 583 | loss: 0.0311987 | val_loss: 0.0312001 | Time: 3191.17 ms [2020-12-18 11:05:35 main:574] : INFO : Epoch 584 | loss: 0.0311983 | val_loss: 0.0311998 | Time: 3171.8 ms [2020-12-18 11:05:38 main:574] : INFO : Epoch 585 | loss: 0.0311981 | val_loss: 0.0311995 | Time: 3194.12 ms [2020-12-18 11:05:41 main:574] : INFO : Epoch 586 | loss: 0.031198 | val_loss: 0.0311998 | Time: 3166.16 ms [2020-12-18 11:05:44 main:574] : INFO : Epoch 587 | loss: 0.0311983 | val_loss: 0.0311993 | Time: 3199.14 ms [2020-12-18 11:05:47 main:574] : INFO : Epoch 588 | loss: 0.031198 | val_loss: 0.0312 | Time: 3189.56 ms [2020-12-18 11:05:51 main:574] : INFO : Epoch 589 | loss: 0.0311982 | val_loss: 0.0311991 | Time: 3184.96 ms [2020-12-18 11:05:54 main:574] : INFO : Epoch 590 | loss: 0.0311978 | val_loss: 0.0311992 | Time: 3184.44 ms [2020-12-18 11:05:57 main:574] : INFO : Epoch 591 | loss: 0.0311975 | val_loss: 0.031199 | Time: 3155.54 ms [2020-12-18 11:06:00 main:574] : INFO : Epoch 592 | loss: 0.0311977 | val_loss: 0.0311996 | Time: 3159.79 ms [2020-12-18 11:06:04 main:574] : INFO : Epoch 593 | loss: 0.0311981 | val_loss: 0.0311994 | Time: 3217.44 ms [2020-12-18 11:06:07 main:574] : INFO : Epoch 594 | loss: 0.0311976 | val_loss: 0.0311987 | Time: 3158.95 ms [2020-12-18 11:06:10 main:574] : INFO : Epoch 595 | loss: 0.0311973 | val_loss: 0.0311989 | Time: 3180.11 ms [2020-12-18 11:06:13 main:574] : INFO : Epoch 596 | loss: 0.0311972 | val_loss: 0.0311991 | Time: 3201.87 ms [2020-12-18 11:06:16 main:574] : INFO : Epoch 597 | loss: 0.031198 | val_loss: 0.0311989 | Time: 3160.88 ms [2020-12-18 11:06:20 main:574] : INFO : Epoch 598 | loss: 0.0311974 | val_loss: 0.0311987 | Time: 3255.43 ms [2020-12-18 11:06:23 main:574] : INFO : Epoch 599 | loss: 0.0311972 | val_loss: 0.0311993 | Time: 3131.7 ms [2020-12-18 11:06:26 main:574] : INFO : Epoch 600 | loss: 0.0311974 | val_loss: 0.0311996 | Time: 3186.69 ms [2020-12-18 11:06:29 main:574] : INFO : Epoch 601 | loss: 0.0311975 | val_loss: 0.0311986 | Time: 3199.06 ms [2020-12-18 11:06:32 main:574] : INFO : Epoch 602 | loss: 0.031197 | val_loss: 0.0311987 | Time: 3157.8 ms [2020-12-18 11:06:36 main:574] : INFO : Epoch 603 | loss: 0.0311969 | val_loss: 0.0311981 | Time: 3183.47 ms [2020-12-18 11:06:39 main:574] : INFO : Epoch 604 | loss: 0.0311966 | val_loss: 0.0311981 | Time: 3226.22 ms [2020-12-18 11:06:42 main:574] : INFO : Epoch 605 | loss: 0.0311967 | val_loss: 0.0311982 | Time: 3153.75 ms [2020-12-18 11:06:45 main:574] : INFO : Epoch 606 | loss: 0.0311967 | val_loss: 0.0311981 | Time: 3184.02 ms [2020-12-18 11:06:48 main:574] : INFO : Epoch 607 | loss: 0.0311969 | val_loss: 0.0311983 | Time: 3168.95 ms [2020-12-18 11:06:52 main:574] : INFO : Epoch 608 | loss: 0.0311968 | val_loss: 0.0311983 | Time: 3172.48 ms [2020-12-18 11:06:55 main:574] : INFO : Epoch 609 | loss: 0.0311971 | val_loss: 0.0311979 | Time: 3169.06 ms [2020-12-18 11:06:58 main:574] : INFO : Epoch 610 | loss: 0.0311968 | val_loss: 0.0312007 | Time: 3162.84 ms [2020-12-18 11:07:01 main:574] : INFO : Epoch 611 | loss: 0.0311973 | val_loss: 0.0311983 | Time: 3187.17 ms [2020-12-18 11:07:04 main:574] : INFO : Epoch 612 | loss: 0.0311971 | val_loss: 0.0311991 | Time: 3139.14 ms [2020-12-18 11:07:08 main:574] : INFO : Epoch 613 | loss: 0.0311974 | val_loss: 0.0311987 | Time: 3143.68 ms [2020-12-18 11:07:11 main:574] : INFO : Epoch 614 | loss: 0.0311964 | val_loss: 0.0311977 | Time: 3180.51 ms [2020-12-18 11:07:14 main:574] : INFO : Epoch 615 | loss: 0.0311968 | val_loss: 0.0311976 | Time: 3146.03 ms [2020-12-18 11:07:17 main:574] : INFO : Epoch 616 | loss: 0.0311961 | val_loss: 0.0311996 | Time: 3196.43 ms [2020-12-18 11:07:20 main:574] : INFO : Epoch 617 | loss: 0.0311973 | val_loss: 0.0311983 | Time: 3157.96 ms [2020-12-18 11:07:24 main:574] : INFO : Epoch 618 | loss: 0.0311964 | val_loss: 0.0311978 | Time: 3148.29 ms [2020-12-18 11:07:27 main:574] : INFO : Epoch 619 | loss: 0.0311961 | val_loss: 0.0311977 | Time: 3154.49 ms [2020-12-18 11:07:30 main:574] : INFO : Epoch 620 | loss: 0.0311959 | val_loss: 0.0311973 | Time: 3161.86 ms [2020-12-18 11:07:33 main:574] : INFO : Epoch 621 | loss: 0.0311963 | val_loss: 0.0311985 | Time: 3173.89 ms [2020-12-18 11:07:36 main:574] : INFO : Epoch 622 | loss: 0.0311962 | val_loss: 0.0311975 | Time: 3156.39 ms [2020-12-18 11:07:40 main:574] : INFO : Epoch 623 | loss: 0.0311964 | val_loss: 0.0311977 | Time: 3192.94 ms [2020-12-18 11:07:43 main:574] : INFO : Epoch 624 | loss: 0.0311961 | val_loss: 0.0311977 | Time: 3191.46 ms [2020-12-18 11:07:46 main:574] : INFO : Epoch 625 | loss: 0.0311959 | val_loss: 0.0311978 | Time: 3144.71 ms [2020-12-18 11:07:49 main:574] : INFO : Epoch 626 | loss: 0.0311959 | val_loss: 0.0311983 | Time: 3165.34 ms [2020-12-18 11:07:52 main:574] : INFO : Epoch 627 | loss: 0.0311956 | val_loss: 0.0311973 | Time: 3149.33 ms [2020-12-18 11:07:56 main:574] : INFO : Epoch 628 | loss: 0.0311955 | val_loss: 0.0311976 | Time: 3178.28 ms [2020-12-18 11:07:59 main:574] : INFO : Epoch 629 | loss: 0.0311957 | val_loss: 0.0311977 | Time: 3193.23 ms [2020-12-18 11:08:02 main:574] : INFO : Epoch 630 | loss: 0.0311959 | val_loss: 0.0311974 | Time: 3152.36 ms [2020-12-18 11:08:05 main:574] : INFO : Epoch 631 | loss: 0.0311956 | val_loss: 0.0311971 | Time: 3170.46 ms [2020-12-18 11:08:08 main:574] : INFO : Epoch 632 | loss: 0.0311955 | val_loss: 0.0311974 | Time: 3183.14 ms [2020-12-18 11:08:12 main:574] : INFO : Epoch 633 | loss: 0.0311956 | val_loss: 0.031197 | Time: 3172.98 ms [2020-12-18 11:08:15 main:574] : INFO : Epoch 634 | loss: 0.0311953 | val_loss: 0.0311986 | Time: 3179.29 ms [2020-12-18 11:08:18 main:574] : INFO : Epoch 635 | loss: 0.0311958 | val_loss: 0.0311976 | Time: 3164.52 ms [2020-12-18 11:08:21 main:574] : INFO : Epoch 636 | loss: 0.0311958 | val_loss: 0.031197 | Time: 3150.47 ms [2020-12-18 11:08:24 main:574] : INFO : Epoch 637 | loss: 0.0311952 | val_loss: 0.031197 | Time: 3146.15 ms [2020-12-18 11:08:27 main:574] : INFO : Epoch 638 | loss: 0.031195 | val_loss: 0.0311966 | Time: 3165.61 ms [2020-12-18 11:08:31 main:574] : INFO : Epoch 639 | loss: 0.0311949 | val_loss: 0.0311971 | Time: 3143.8 ms [2020-12-18 11:08:34 main:574] : INFO : Epoch 640 | loss: 0.0311957 | val_loss: 0.0311987 | Time: 3140.83 ms [2020-12-18 11:08:37 main:574] : INFO : Epoch 641 | loss: 0.0311954 | val_loss: 0.0311973 | Time: 3179.91 ms [2020-12-18 11:08:40 main:574] : INFO : Epoch 642 | loss: 0.0311947 | val_loss: 0.0311967 | Time: 3175.83 ms [2020-12-18 11:08:43 main:574] : INFO : Epoch 643 | loss: 0.0311951 | val_loss: 0.0311968 | Time: 3151.59 ms [2020-12-18 11:08:47 main:574] : INFO : Epoch 644 | loss: 0.0311948 | val_loss: 0.0311973 | Time: 3213.34 ms [2020-12-18 11:08:50 main:574] : INFO : Epoch 645 | loss: 0.0311946 | val_loss: 0.0311968 | Time: 3167.04 ms [2020-12-18 11:08:53 main:574] : INFO : Epoch 646 | loss: 0.0311951 | val_loss: 0.0311972 | Time: 3203.35 ms [2020-12-18 11:08:56 main:574] : INFO : Epoch 647 | loss: 0.0311971 | val_loss: 0.0311974 | Time: 3167.07 ms [2020-12-18 11:08:59 main:574] : INFO : Epoch 648 | loss: 0.0311954 | val_loss: 0.0311967 | Time: 3145.68 ms [2020-12-18 11:09:03 main:574] : INFO : Epoch 649 | loss: 0.0311947 | val_loss: 0.0311962 | Time: 3146.38 ms [2020-12-18 11:09:06 main:574] : INFO : Epoch 650 | loss: 0.0311945 | val_loss: 0.0311963 | Time: 3179.45 ms [2020-12-18 11:09:09 main:574] : INFO : Epoch 651 | loss: 0.0311948 | val_loss: 0.0311964 | Time: 3179.61 ms [2020-12-18 11:09:12 main:574] : INFO : Epoch 652 | loss: 0.0311947 | val_loss: 0.031196 | Time: 3184.59 ms [2020-12-18 11:09:15 main:574] : INFO : Epoch 653 | loss: 0.0311945 | val_loss: 0.0311959 | Time: 3149.75 ms [2020-12-18 11:09:19 main:574] : INFO : Epoch 654 | loss: 0.0311943 | val_loss: 0.0311958 | Time: 3165.99 ms [2020-12-18 11:09:22 main:574] : INFO : Epoch 655 | loss: 0.0311938 | val_loss: 0.0311957 | Time: 3177.31 ms [2020-12-18 11:09:25 main:574] : INFO : Epoch 656 | loss: 0.0311946 | val_loss: 0.0311973 | Time: 3196 ms [2020-12-18 11:09:28 main:574] : INFO : Epoch 657 | loss: 0.031196 | val_loss: 0.0311969 | Time: 3176.2 ms [2020-12-18 11:09:32 main:574] : INFO : Epoch 658 | loss: 0.0311952 | val_loss: 0.0311966 | Time: 3183.33 ms [2020-12-18 11:09:35 main:574] : INFO : Epoch 659 | loss: 0.0311942 | val_loss: 0.0311957 | Time: 3184.27 ms [2020-12-18 11:09:38 main:574] : INFO : Epoch 660 | loss: 0.0311936 | val_loss: 0.0311952 | Time: 3200 ms [2020-12-18 11:09:41 main:574] : INFO : Epoch 661 | loss: 0.0311937 | val_loss: 0.0311961 | Time: 3147.25 ms [2020-12-18 11:09:44 main:574] : INFO : Epoch 662 | loss: 0.0311937 | val_loss: 0.0311986 | Time: 3202.71 ms [2020-12-18 11:09:48 main:574] : INFO : Epoch 663 | loss: 0.0311953 | val_loss: 0.0311969 | Time: 3153.84 ms [2020-12-18 11:09:51 main:574] : INFO : Epoch 664 | loss: 0.0311947 | val_loss: 0.0311972 | Time: 3159.57 ms [2020-12-18 11:09:54 main:574] : INFO : Epoch 665 | loss: 0.0311945 | val_loss: 0.031196 | Time: 3171.48 ms [2020-12-18 11:09:57 main:574] : INFO : Epoch 666 | loss: 0.0311936 | val_loss: 0.0311951 | Time: 3172.06 ms [2020-12-18 11:10:00 main:574] : INFO : Epoch 667 | loss: 0.0311935 | val_loss: 0.0311955 | Time: 3157.72 ms [2020-12-18 11:10:04 main:574] : INFO : Epoch 668 | loss: 0.0311939 | val_loss: 0.0311955 | Time: 3192.37 ms [2020-12-18 11:10:07 main:574] : INFO : Epoch 669 | loss: 0.0311936 | val_loss: 0.0311946 | Time: 3225.25 ms [2020-12-18 11:10:10 main:574] : INFO : Epoch 670 | loss: 0.0311931 | val_loss: 0.0311956 | Time: 3162.14 ms [2020-12-18 11:10:13 main:574] : INFO : Epoch 671 | loss: 0.0311931 | val_loss: 0.0311954 | Time: 3179.19 ms [2020-12-18 11:10:16 main:574] : INFO : Epoch 672 | loss: 0.0311932 | val_loss: 0.0311956 | Time: 3187.72 ms [2020-12-18 11:10:20 main:574] : INFO : Epoch 673 | loss: 0.0311927 | val_loss: 0.031196 | Time: 3203.32 ms [2020-12-18 11:10:23 main:574] : INFO : Epoch 674 | loss: 0.0311939 | val_loss: 0.0311958 | Time: 3207.06 ms [2020-12-18 11:10:26 main:574] : INFO : Epoch 675 | loss: 0.0311927 | val_loss: 0.0311956 | Time: 3149.86 ms [2020-12-18 11:10:29 main:574] : INFO : Epoch 676 | loss: 0.0311926 | val_loss: 0.0311944 | Time: 3164.33 ms [2020-12-18 11:10:32 main:574] : INFO : Epoch 677 | loss: 0.0311924 | val_loss: 0.0311963 | Time: 3186.92 ms [2020-12-18 11:10:36 main:574] : INFO : Epoch 678 | loss: 0.031193 | val_loss: 0.0311954 | Time: 3178.79 ms [2020-12-18 11:10:39 main:574] : INFO : Epoch 679 | loss: 0.0311925 | val_loss: 0.0311944 | Time: 3174.62 ms [2020-12-18 11:10:42 main:574] : INFO : Epoch 680 | loss: 0.031192 | val_loss: 0.0311969 | Time: 3166.69 ms [2020-12-18 11:10:45 main:574] : INFO : Epoch 681 | loss: 0.0311926 | val_loss: 0.0311951 | Time: 3156.71 ms [2020-12-18 11:10:48 main:574] : INFO : Epoch 682 | loss: 0.0311923 | val_loss: 0.0311942 | Time: 3142.63 ms [2020-12-18 11:10:52 main:574] : INFO : Epoch 683 | loss: 0.0311923 | val_loss: 0.0311943 | Time: 3177.87 ms [2020-12-18 11:10:55 main:574] : INFO : Epoch 684 | loss: 0.0311921 | val_loss: 0.0311939 | Time: 3148.14 ms [2020-12-18 11:10:58 main:574] : INFO : Epoch 685 | loss: 0.0311923 | val_loss: 0.0311938 | Time: 3177.58 ms [2020-12-18 11:11:01 main:574] : INFO : Epoch 686 | loss: 0.0311923 | val_loss: 0.0311949 | Time: 3157.83 ms [2020-12-18 11:11:04 main:574] : INFO : Epoch 687 | loss: 0.0311924 | val_loss: 0.0311948 | Time: 3137.5 ms [2020-12-18 11:11:08 main:574] : INFO : Epoch 688 | loss: 0.0311921 | val_loss: 0.0311944 | Time: 3154.65 ms [2020-12-18 11:11:11 main:574] : INFO : Epoch 689 | loss: 0.0311922 | val_loss: 0.0311953 | Time: 3134.27 ms [2020-12-18 11:11:14 main:574] : INFO : Epoch 690 | loss: 0.0311929 | val_loss: 0.0311942 | Time: 3175.91 ms [2020-12-18 11:11:17 main:574] : INFO : Epoch 691 | loss: 0.0311929 | val_loss: 0.0311941 | Time: 3207.04 ms [2020-12-18 11:11:20 main:574] : INFO : Epoch 692 | loss: 0.0311918 | val_loss: 0.031194 | Time: 3178.86 ms [2020-12-18 11:11:24 main:574] : INFO : Epoch 693 | loss: 0.0311926 | val_loss: 0.0311939 | Time: 3182.54 ms [2020-12-18 11:11:27 main:574] : INFO : Epoch 694 | loss: 0.0311924 | val_loss: 0.0311939 | Time: 3161.57 ms [2020-12-18 11:11:30 main:574] : INFO : Epoch 695 | loss: 0.0311922 | val_loss: 0.0311935 | Time: 3140.16 ms [2020-12-18 11:11:33 main:574] : INFO : Epoch 696 | loss: 0.0311919 | val_loss: 0.0311938 | Time: 3148.2 ms [2020-12-18 11:11:36 main:574] : INFO : Epoch 697 | loss: 0.0311919 | val_loss: 0.0311944 | Time: 3197.92 ms [2020-12-18 11:11:39 main:574] : INFO : Epoch 698 | loss: 0.0311919 | val_loss: 0.0311943 | Time: 3177.07 ms [2020-12-18 11:11:43 main:574] : INFO : Epoch 699 | loss: 0.031192 | val_loss: 0.0311941 | Time: 3169.61 ms [2020-12-18 11:11:46 main:574] : INFO : Epoch 700 | loss: 0.0311917 | val_loss: 0.0311938 | Time: 3168.15 ms [2020-12-18 11:11:49 main:574] : INFO : Epoch 701 | loss: 0.0311917 | val_loss: 0.0311949 | Time: 3174.48 ms [2020-12-18 11:11:52 main:574] : INFO : Epoch 702 | loss: 0.0311929 | val_loss: 0.0311978 | Time: 3173.76 ms [2020-12-18 11:11:56 main:574] : INFO : Epoch 703 | loss: 0.0311932 | val_loss: 0.0311949 | Time: 3178.34 ms [2020-12-18 11:11:59 main:574] : INFO : Epoch 704 | loss: 0.0311928 | val_loss: 0.0311938 | Time: 3171.29 ms [2020-12-18 11:12:02 main:574] : INFO : Epoch 705 | loss: 0.0311926 | val_loss: 0.0311942 | Time: 3170.45 ms [2020-12-18 11:12:05 main:574] : INFO : Epoch 706 | loss: 0.0311921 | val_loss: 0.0311938 | Time: 3183.32 ms [2020-12-18 11:12:08 main:574] : INFO : Epoch 707 | loss: 0.0311917 | val_loss: 0.0311935 | Time: 3180.15 ms [2020-12-18 11:12:12 main:574] : INFO : Epoch 708 | loss: 0.0311912 | val_loss: 0.0311939 | Time: 3199.68 ms [2020-12-18 11:12:15 main:574] : INFO : Epoch 709 | loss: 0.031192 | val_loss: 0.0311935 | Time: 3156.34 ms [2020-12-18 11:12:18 main:574] : INFO : Epoch 710 | loss: 0.0311918 | val_loss: 0.0311939 | Time: 3224.48 ms [2020-12-18 11:12:21 main:574] : INFO : Epoch 711 | loss: 0.0311914 | val_loss: 0.0311948 | Time: 3181.8 ms [2020-12-18 11:12:24 main:574] : INFO : Epoch 712 | loss: 0.0311916 | val_loss: 0.0311942 | Time: 3172.05 ms [2020-12-18 11:12:28 main:574] : INFO : Epoch 713 | loss: 0.0311917 | val_loss: 0.0311941 | Time: 3165.09 ms [2020-12-18 11:12:31 main:574] : INFO : Epoch 714 | loss: 0.0311918 | val_loss: 0.0311944 | Time: 3167.65 ms [2020-12-18 11:12:34 main:574] : INFO : Epoch 715 | loss: 0.0311915 | val_loss: 0.0311947 | Time: 3203.37 ms [2020-12-18 11:12:37 main:574] : INFO : Epoch 716 | loss: 0.0311917 | val_loss: 0.0311951 | Time: 3186.89 ms [2020-12-18 11:12:40 main:574] : INFO : Epoch 717 | loss: 0.0311925 | val_loss: 0.0311944 | Time: 3169.1 ms [2020-12-18 11:12:44 main:574] : INFO : Epoch 718 | loss: 0.0311915 | val_loss: 0.0311942 | Time: 3187.39 ms [2020-12-18 11:12:47 main:574] : INFO : Epoch 719 | loss: 0.031192 | val_loss: 0.0311975 | Time: 3163.66 ms [2020-12-18 11:12:50 main:574] : INFO : Epoch 720 | loss: 0.031192 | val_loss: 0.0311938 | Time: 3202.45 ms [2020-12-18 11:12:53 main:574] : INFO : Epoch 721 | loss: 0.0311922 | val_loss: 0.0311963 | Time: 3156.63 ms [2020-12-18 11:12:57 main:574] : INFO : Epoch 722 | loss: 0.0311921 | val_loss: 0.031197 | Time: 3211.62 ms [2020-12-18 11:13:00 main:574] : INFO : Epoch 723 | loss: 0.0311922 | val_loss: 0.0311938 | Time: 3176.58 ms [2020-12-18 11:13:03 main:574] : INFO : Epoch 724 | loss: 0.0311914 | val_loss: 0.0311938 | Time: 3249.91 ms [2020-12-18 11:13:06 main:574] : INFO : Epoch 725 | loss: 0.0311921 | val_loss: 0.0311951 | Time: 3170.62 ms [2020-12-18 11:13:09 main:574] : INFO : Epoch 726 | loss: 0.0311917 | val_loss: 0.0311948 | Time: 3194.94 ms [2020-12-18 11:13:13 main:574] : INFO : Epoch 727 | loss: 0.0311922 | val_loss: 0.0311944 | Time: 3169.34 ms [2020-12-18 11:13:16 main:574] : INFO : Epoch 728 | loss: 0.0311915 | val_loss: 0.0311952 | Time: 3199.77 ms [2020-12-18 11:13:19 main:574] : INFO : Epoch 729 | loss: 0.0311918 | val_loss: 0.0312015 | Time: 3177.6 ms [2020-12-18 11:13:22 main:574] : INFO : Epoch 730 | loss: 0.0311955 | val_loss: 0.0311992 | Time: 3167.33 ms [2020-12-18 11:13:25 main:574] : INFO : Epoch 731 | loss: 0.0311941 | val_loss: 0.0311991 | Time: 3172.46 ms [2020-12-18 11:13:29 main:574] : INFO : Epoch 732 | loss: 0.0311922 | val_loss: 0.0311941 | Time: 3141.26 ms [2020-12-18 11:13:32 main:574] : INFO : Epoch 733 | loss: 0.0311913 | val_loss: 0.031194 | Time: 3174.49 ms [2020-12-18 11:13:35 main:574] : INFO : Epoch 734 | loss: 0.0311912 | val_loss: 0.0311939 | Time: 3168.88 ms [2020-12-18 11:13:38 main:574] : INFO : Epoch 735 | loss: 0.0311909 | val_loss: 0.0311937 | Time: 3175.33 ms [2020-12-18 11:13:41 main:574] : INFO : Epoch 736 | loss: 0.0311906 | val_loss: 0.0311938 | Time: 3172.19 ms [2020-12-18 11:13:45 main:574] : INFO : Epoch 737 | loss: 0.031192 | val_loss: 0.0311948 | Time: 3181.87 ms [2020-12-18 11:13:48 main:574] : INFO : Epoch 738 | loss: 0.0311914 | val_loss: 0.031194 | Time: 3250.75 ms [2020-12-18 11:13:51 main:574] : INFO : Epoch 739 | loss: 0.0311907 | val_loss: 0.0311941 | Time: 3185.22 ms [2020-12-18 11:13:54 main:574] : INFO : Epoch 740 | loss: 0.0311911 | val_loss: 0.0311947 | Time: 3164.81 ms [2020-12-18 11:13:58 main:574] : INFO : Epoch 741 | loss: 0.0311914 | val_loss: 0.031195 | Time: 3180.28 ms [2020-12-18 11:14:01 main:574] : INFO : Epoch 742 | loss: 0.0311912 | val_loss: 0.0311945 | Time: 3168.81 ms [2020-12-18 11:14:04 main:574] : INFO : Epoch 743 | loss: 0.0311914 | val_loss: 0.0311956 | Time: 3205.38 ms [2020-12-18 11:14:07 main:574] : INFO : Epoch 744 | loss: 0.031192 | val_loss: 0.0311958 | Time: 3212.75 ms [2020-12-18 11:14:11 main:574] : INFO : Epoch 745 | loss: 0.0311914 | val_loss: 0.0311938 | Time: 3188.61 ms [2020-12-18 11:14:14 main:574] : INFO : Epoch 746 | loss: 0.0311919 | val_loss: 0.0311945 | Time: 3176.82 ms [2020-12-18 11:14:17 main:574] : INFO : Epoch 747 | loss: 0.0311917 | val_loss: 0.0311941 | Time: 3142.34 ms [2020-12-18 11:14:20 main:574] : INFO : Epoch 748 | loss: 0.031191 | val_loss: 0.0311935 | Time: 3165.4 ms [2020-12-18 11:14:23 main:574] : INFO : Epoch 749 | loss: 0.0311909 | val_loss: 0.0311939 | Time: 3165.29 ms [2020-12-18 11:14:26 main:574] : INFO : Epoch 750 | loss: 0.0311904 | val_loss: 0.0311943 | Time: 3146.85 ms [2020-12-18 11:14:30 main:574] : INFO : Epoch 751 | loss: 0.0311922 | val_loss: 0.0311951 | Time: 3161.49 ms [2020-12-18 11:14:33 main:574] : INFO : Epoch 752 | loss: 0.0311946 | val_loss: 0.0311946 | Time: 3205.87 ms [2020-12-18 11:14:36 main:574] : INFO : Epoch 753 | loss: 0.0311939 | val_loss: 0.0311953 | Time: 3159.98 ms [2020-12-18 11:14:39 main:574] : INFO : Epoch 754 | loss: 0.0311921 | val_loss: 0.0311956 | Time: 3182.53 ms [2020-12-18 11:14:42 main:574] : INFO : Epoch 755 | loss: 0.0311917 | val_loss: 0.0311947 | Time: 3161.58 ms [2020-12-18 11:14:46 main:574] : INFO : Epoch 756 | loss: 0.0311916 | val_loss: 0.0311961 | Time: 3199.19 ms [2020-12-18 11:14:49 main:574] : INFO : Epoch 757 | loss: 0.0311917 | val_loss: 0.0311958 | Time: 3182.59 ms [2020-12-18 11:14:52 main:574] : INFO : Epoch 758 | loss: 0.0311922 | val_loss: 0.0311957 | Time: 3212 ms [2020-12-18 11:14:55 main:574] : INFO : Epoch 759 | loss: 0.0311935 | val_loss: 0.0311954 | Time: 3173.45 ms [2020-12-18 11:14:59 main:574] : INFO : Epoch 760 | loss: 0.0311933 | val_loss: 0.0311936 | Time: 3169.54 ms [2020-12-18 11:15:02 main:574] : INFO : Epoch 761 | loss: 0.0311918 | val_loss: 0.0311955 | Time: 3221.6 ms [2020-12-18 11:15:05 main:574] : INFO : Epoch 762 | loss: 0.0311913 | val_loss: 0.0311935 | Time: 3174 ms [2020-12-18 11:15:08 main:574] : INFO : Epoch 763 | loss: 0.0311909 | val_loss: 0.0311953 | Time: 3147.72 ms [2020-12-18 11:15:11 main:574] : INFO : Epoch 764 | loss: 0.031191 | val_loss: 0.0311941 | Time: 3135.43 ms [2020-12-18 11:15:15 main:574] : INFO : Epoch 765 | loss: 0.0311908 | val_loss: 0.0311933 | Time: 3201.1 ms [2020-12-18 11:15:18 main:574] : INFO : Epoch 766 | loss: 0.0311904 | val_loss: 0.0311935 | Time: 3162.76 ms [2020-12-18 11:15:21 main:574] : INFO : Epoch 767 | loss: 0.0311921 | val_loss: 0.0311957 | Time: 3167.82 ms [2020-12-18 11:15:24 main:574] : INFO : Epoch 768 | loss: 0.0311922 | val_loss: 0.031197 | Time: 3224.87 ms [2020-12-18 11:15:27 main:574] : INFO : Epoch 769 | loss: 0.0311921 | val_loss: 0.0311937 | Time: 3217.82 ms [2020-12-18 11:15:31 main:574] : INFO : Epoch 770 | loss: 0.0311907 | val_loss: 0.0311934 | Time: 3131.77 ms [2020-12-18 11:15:34 main:574] : INFO : Epoch 771 | loss: 0.0311901 | val_loss: 0.0311939 | Time: 3230.63 ms [2020-12-18 11:15:37 main:574] : INFO : Epoch 772 | loss: 0.0311905 | val_loss: 0.0311937 | Time: 3249.79 ms [2020-12-18 11:15:40 main:574] : INFO : Epoch 773 | loss: 0.0311906 | val_loss: 0.0311942 | Time: 3180.6 ms [2020-12-18 11:15:44 main:574] : INFO : Epoch 774 | loss: 0.0311913 | val_loss: 0.0311947 | Time: 3168.99 ms [2020-12-18 11:15:47 main:574] : INFO : Epoch 775 | loss: 0.0311902 | val_loss: 0.0311936 | Time: 3178.67 ms [2020-12-18 11:15:50 main:574] : INFO : Epoch 776 | loss: 0.0311904 | val_loss: 0.0311935 | Time: 3159.76 ms [2020-12-18 11:15:53 main:574] : INFO : Epoch 777 | loss: 0.0311911 | val_loss: 0.0311955 | Time: 3199.68 ms [2020-12-18 11:15:56 main:574] : INFO : Epoch 778 | loss: 0.0311911 | val_loss: 0.0311944 | Time: 3209.59 ms [2020-12-18 11:16:00 main:574] : INFO : Epoch 779 | loss: 0.0311911 | val_loss: 0.0311942 | Time: 3175.74 ms [2020-12-18 11:16:03 main:574] : INFO : Epoch 780 | loss: 0.0311899 | val_loss: 0.0311937 | Time: 3184.26 ms [2020-12-18 11:16:06 main:574] : INFO : Epoch 781 | loss: 0.0311899 | val_loss: 0.0311945 | Time: 3149.01 ms [2020-12-18 11:16:09 main:574] : INFO : Epoch 782 | loss: 0.03119 | val_loss: 0.031193 | Time: 3201.85 ms [2020-12-18 11:16:13 main:574] : INFO : Epoch 783 | loss: 0.031192 | val_loss: 0.0311958 | Time: 3204.19 ms [2020-12-18 11:16:16 main:574] : INFO : Epoch 784 | loss: 0.0311943 | val_loss: 0.0311997 | Time: 3163.96 ms [2020-12-18 11:16:19 main:574] : INFO : Epoch 785 | loss: 0.0311919 | val_loss: 0.0311991 | Time: 3264.07 ms [2020-12-18 11:16:22 main:574] : INFO : Epoch 786 | loss: 0.0311911 | val_loss: 0.031199 | Time: 3195.95 ms [2020-12-18 11:16:26 main:574] : INFO : Epoch 787 | loss: 0.0311925 | val_loss: 0.0311936 | Time: 3212.12 ms [2020-12-18 11:16:29 main:574] : INFO : Epoch 788 | loss: 0.0311906 | val_loss: 0.0311932 | Time: 3164.78 ms [2020-12-18 11:16:32 main:574] : INFO : Epoch 789 | loss: 0.0311901 | val_loss: 0.0311933 | Time: 3157.09 ms [2020-12-18 11:16:35 main:574] : INFO : Epoch 790 | loss: 0.0311898 | val_loss: 0.0311935 | Time: 3176.11 ms [2020-12-18 11:16:38 main:574] : INFO : Epoch 791 | loss: 0.0311903 | val_loss: 0.0311933 | Time: 3186.91 ms [2020-12-18 11:16:42 main:574] : INFO : Epoch 792 | loss: 0.0311898 | val_loss: 0.0311938 | Time: 3175.74 ms [2020-12-18 11:16:45 main:574] : INFO : Epoch 793 | loss: 0.03119 | val_loss: 0.0311941 | Time: 3248.28 ms [2020-12-18 11:16:48 main:574] : INFO : Epoch 794 | loss: 0.0311905 | val_loss: 0.0311938 | Time: 3151.76 ms [2020-12-18 11:16:51 main:574] : INFO : Epoch 795 | loss: 0.0311898 | val_loss: 0.0311942 | Time: 3215.45 ms [2020-12-18 11:16:54 main:574] : INFO : Epoch 796 | loss: 0.0311946 | val_loss: 0.0311992 | Time: 3207.9 ms [2020-12-18 11:16:58 main:574] : INFO : Epoch 797 | loss: 0.031193 | val_loss: 0.0311944 | Time: 3183.34 ms [2020-12-18 11:17:01 main:574] : INFO : Epoch 798 | loss: 0.0311914 | val_loss: 0.0311978 | Time: 3145.77 ms [2020-12-18 11:17:04 main:574] : INFO : Epoch 799 | loss: 0.0311927 | val_loss: 0.0311939 | Time: 3149.45 ms [2020-12-18 11:17:07 main:574] : INFO : Epoch 800 | loss: 0.0311905 | val_loss: 0.0311936 | Time: 3129.7 ms [2020-12-18 11:17:10 main:574] : INFO : Epoch 801 | loss: 0.0311907 | val_loss: 0.0311971 | Time: 3156.88 ms [2020-12-18 11:17:13 main:574] : INFO : Epoch 802 | loss: 0.0311921 | val_loss: 0.0311957 | Time: 3147.92 ms [2020-12-18 11:17:17 main:574] : INFO : Epoch 803 | loss: 0.0311923 | val_loss: 0.0311947 | Time: 3150.06 ms [2020-12-18 11:17:20 main:574] : INFO : Epoch 804 | loss: 0.0311935 | val_loss: 0.0312015 | Time: 3182.32 ms [2020-12-18 11:17:23 main:574] : INFO : Epoch 805 | loss: 0.0311931 | val_loss: 0.0311942 | Time: 3166.44 ms [2020-12-18 11:17:26 main:574] : INFO : Epoch 806 | loss: 0.0311901 | val_loss: 0.0311942 | Time: 3177.08 ms [2020-12-18 11:17:29 main:574] : INFO : Epoch 807 | loss: 0.0311916 | val_loss: 0.0311946 | Time: 3220.23 ms [2020-12-18 11:17:33 main:574] : INFO : Epoch 808 | loss: 0.0311909 | val_loss: 0.0311933 | Time: 3181.39 ms [2020-12-18 11:17:36 main:574] : INFO : Epoch 809 | loss: 0.0311924 | val_loss: 0.0311942 | Time: 3188.52 ms [2020-12-18 11:17:39 main:574] : INFO : Epoch 810 | loss: 0.0311915 | val_loss: 0.031194 | Time: 3175.81 ms [2020-12-18 11:17:42 main:574] : INFO : Epoch 811 | loss: 0.031193 | val_loss: 0.0312023 | Time: 3199.27 ms [2020-12-18 11:17:46 main:574] : INFO : Epoch 812 | loss: 0.0311913 | val_loss: 0.0311932 | Time: 3145.65 ms [2020-12-18 11:17:49 main:574] : INFO : Epoch 813 | loss: 0.0311898 | val_loss: 0.0311938 | Time: 3188.55 ms [2020-12-18 11:17:52 main:574] : INFO : Epoch 814 | loss: 0.0311895 | val_loss: 0.0311931 | Time: 3187.45 ms [2020-12-18 11:17:55 main:574] : INFO : Epoch 815 | loss: 0.0311898 | val_loss: 0.0311937 | Time: 3140.68 ms [2020-12-18 11:17:58 main:574] : INFO : Epoch 816 | loss: 0.0311897 | val_loss: 0.0311946 | Time: 3191.02 ms [2020-12-18 11:18:02 main:574] : INFO : Epoch 817 | loss: 0.0311912 | val_loss: 0.0311947 | Time: 3181.46 ms [2020-12-18 11:18:05 main:574] : INFO : Epoch 818 | loss: 0.0311905 | val_loss: 0.0311952 | Time: 3200.08 ms [2020-12-18 11:18:08 main:574] : INFO : Epoch 819 | loss: 0.0311907 | val_loss: 0.0311952 | Time: 3181.5 ms [2020-12-18 11:18:11 main:574] : INFO : Epoch 820 | loss: 0.0311906 | val_loss: 0.0311927 | Time: 3152.44 ms [2020-12-18 11:18:14 main:574] : INFO : Epoch 821 | loss: 0.031192 | val_loss: 0.0311994 | Time: 3159.05 ms [2020-12-18 11:18:18 main:574] : INFO : Epoch 822 | loss: 0.0311908 | val_loss: 0.031194 | Time: 3165.66 ms [2020-12-18 11:18:21 main:574] : INFO : Epoch 823 | loss: 0.0311917 | val_loss: 0.0311971 | Time: 3146.57 ms [2020-12-18 11:18:24 main:574] : INFO : Epoch 824 | loss: 0.0311923 | val_loss: 0.0311972 | Time: 3168.79 ms [2020-12-18 11:18:27 main:574] : INFO : Epoch 825 | loss: 0.031191 | val_loss: 0.031195 | Time: 3221.83 ms [2020-12-18 11:18:30 main:574] : INFO : Epoch 826 | loss: 0.0311898 | val_loss: 0.0311932 | Time: 3186.61 ms [2020-12-18 11:18:34 main:574] : INFO : Epoch 827 | loss: 0.0311904 | val_loss: 0.031202 | Time: 3151.72 ms [2020-12-18 11:18:37 main:574] : INFO : Epoch 828 | loss: 0.0311939 | val_loss: 0.0311948 | Time: 3218.15 ms [2020-12-18 11:18:40 main:574] : INFO : Epoch 829 | loss: 0.0311899 | val_loss: 0.0311928 | Time: 3161.64 ms [2020-12-18 11:18:43 main:574] : INFO : Epoch 830 | loss: 0.0311894 | val_loss: 0.0311935 | Time: 3159.84 ms [2020-12-18 11:18:46 main:574] : INFO : Epoch 831 | loss: 0.0311909 | val_loss: 0.0311938 | Time: 3161.83 ms [2020-12-18 11:18:50 main:574] : INFO : Epoch 832 | loss: 0.0311896 | val_loss: 0.0311938 | Time: 3160.7 ms [2020-12-18 11:18:53 main:574] : INFO : Epoch 833 | loss: 0.0311901 | val_loss: 0.0311936 | Time: 3200.37 ms [2020-12-18 11:18:56 main:574] : INFO : Epoch 834 | loss: 0.0311898 | val_loss: 0.0311955 | Time: 3179.59 ms [2020-12-18 11:18:59 main:574] : INFO : Epoch 835 | loss: 0.0311902 | val_loss: 0.0311945 | Time: 3161.58 ms [2020-12-18 11:19:02 main:574] : INFO : Epoch 836 | loss: 0.0311908 | val_loss: 0.0311946 | Time: 3154.07 ms [2020-12-18 11:19:06 main:574] : INFO : Epoch 837 | loss: 0.0311896 | val_loss: 0.0311924 | Time: 3176.92 ms [2020-12-18 11:19:09 main:574] : INFO : Epoch 838 | loss: 0.0311926 | val_loss: 0.0312025 | Time: 3171.71 ms [2020-12-18 11:19:12 main:574] : INFO : Epoch 839 | loss: 0.0311909 | val_loss: 0.0311943 | Time: 3155.73 ms [2020-12-18 11:19:15 main:574] : INFO : Epoch 840 | loss: 0.0311905 | val_loss: 0.0311981 | Time: 3187.35 ms [2020-12-18 11:19:18 main:574] : INFO : Epoch 841 | loss: 0.0311914 | val_loss: 0.0311948 | Time: 3183.86 ms [2020-12-18 11:19:22 main:574] : INFO : Epoch 842 | loss: 0.0311913 | val_loss: 0.0311932 | Time: 3163.25 ms [2020-12-18 11:19:25 main:574] : INFO : Epoch 843 | loss: 0.0311891 | val_loss: 0.0311935 | Time: 3156.22 ms [2020-12-18 11:19:28 main:574] : INFO : Epoch 844 | loss: 0.0311896 | val_loss: 0.0311934 | Time: 3189.96 ms [2020-12-18 11:19:31 main:574] : INFO : Epoch 845 | loss: 0.0311907 | val_loss: 0.0311971 | Time: 3223.97 ms [2020-12-18 11:19:34 main:574] : INFO : Epoch 846 | loss: 0.0311913 | val_loss: 0.0311936 | Time: 3172.4 ms [2020-12-18 11:19:38 main:574] : INFO : Epoch 847 | loss: 0.0311901 | val_loss: 0.0311932 | Time: 3160.31 ms [2020-12-18 11:19:41 main:574] : INFO : Epoch 848 | loss: 0.0311928 | val_loss: 0.0311937 | Time: 3165.76 ms [2020-12-18 11:19:44 main:574] : INFO : Epoch 849 | loss: 0.0311894 | val_loss: 0.031194 | Time: 3174.1 ms [2020-12-18 11:19:47 main:574] : INFO : Epoch 850 | loss: 0.0311892 | val_loss: 0.0311937 | Time: 3200.35 ms [2020-12-18 11:19:50 main:574] : INFO : Epoch 851 | loss: 0.0311893 | val_loss: 0.0311931 | Time: 3133.07 ms [2020-12-18 11:19:54 main:574] : INFO : Epoch 852 | loss: 0.0311901 | val_loss: 0.0311938 | Time: 3168.28 ms [2020-12-18 11:19:57 main:574] : INFO : Epoch 853 | loss: 0.0311897 | val_loss: 0.0311997 | Time: 3166.89 ms [2020-12-18 11:20:00 main:574] : INFO : Epoch 854 | loss: 0.0311906 | val_loss: 0.0311983 | Time: 3213.81 ms [2020-12-18 11:20:03 main:574] : INFO : Epoch 855 | loss: 0.0311905 | val_loss: 0.031193 | Time: 3201.58 ms [2020-12-18 11:20:07 main:574] : INFO : Epoch 856 | loss: 0.0311891 | val_loss: 0.0311929 | Time: 3204.63 ms [2020-12-18 11:20:10 main:574] : INFO : Epoch 857 | loss: 0.0311891 | val_loss: 0.0311939 | Time: 3171.72 ms [2020-12-18 11:20:13 main:574] : INFO : Epoch 858 | loss: 0.0311884 | val_loss: 0.0311928 | Time: 3161.76 ms [2020-12-18 11:20:16 main:574] : INFO : Epoch 859 | loss: 0.0311888 | val_loss: 0.0311948 | Time: 3200.19 ms [2020-12-18 11:20:19 main:574] : INFO : Epoch 860 | loss: 0.0311898 | val_loss: 0.0311986 | Time: 3195.9 ms [2020-12-18 11:20:23 main:574] : INFO : Epoch 861 | loss: 0.0311934 | val_loss: 0.031196 | Time: 3197.83 ms [2020-12-18 11:20:26 main:574] : INFO : Epoch 862 | loss: 0.0311904 | val_loss: 0.0311974 | Time: 3160.19 ms [2020-12-18 11:20:29 main:574] : INFO : Epoch 863 | loss: 0.0311896 | val_loss: 0.0311962 | Time: 3215.47 ms [2020-12-18 11:20:32 main:574] : INFO : Epoch 864 | loss: 0.0311889 | val_loss: 0.0311935 | Time: 3183.89 ms [2020-12-18 11:20:35 main:574] : INFO : Epoch 865 | loss: 0.0311891 | val_loss: 0.0311943 | Time: 3183.81 ms [2020-12-18 11:20:39 main:574] : INFO : Epoch 866 | loss: 0.0311915 | val_loss: 0.0311954 | Time: 3155.92 ms [2020-12-18 11:20:42 main:574] : INFO : Epoch 867 | loss: 0.0311903 | val_loss: 0.0311974 | Time: 3158.18 ms [2020-12-18 11:20:45 main:574] : INFO : Epoch 868 | loss: 0.0311914 | val_loss: 0.0312036 | Time: 3178.59 ms [2020-12-18 11:20:48 main:574] : INFO : Epoch 869 | loss: 0.0311922 | val_loss: 0.0312036 | Time: 3192.92 ms [2020-12-18 11:20:51 main:574] : INFO : Epoch 870 | loss: 0.0311909 | val_loss: 0.0311934 | Time: 3175.22 ms [2020-12-18 11:20:55 main:574] : INFO : Epoch 871 | loss: 0.0311888 | val_loss: 0.0311927 | Time: 3240.06 ms [2020-12-18 11:20:58 main:574] : INFO : Epoch 872 | loss: 0.0311884 | val_loss: 0.0311934 | Time: 3175.18 ms [2020-12-18 11:21:01 main:574] : INFO : Epoch 873 | loss: 0.0311895 | val_loss: 0.0311988 | Time: 3203.14 ms [2020-12-18 11:21:04 main:574] : INFO : Epoch 874 | loss: 0.0311887 | val_loss: 0.0311935 | Time: 3191.29 ms [2020-12-18 11:21:08 main:574] : INFO : Epoch 875 | loss: 0.0311908 | val_loss: 0.0311933 | Time: 3166.47 ms [2020-12-18 11:21:11 main:574] : INFO : Epoch 876 | loss: 0.0311879 | val_loss: 0.0311938 | Time: 3187.23 ms [2020-12-18 11:21:14 main:574] : INFO : Epoch 877 | loss: 0.0311894 | val_loss: 0.0311955 | Time: 3171.86 ms [2020-12-18 11:21:17 main:574] : INFO : Epoch 878 | loss: 0.0311907 | val_loss: 0.0311941 | Time: 3174.88 ms [2020-12-18 11:21:20 main:574] : INFO : Epoch 879 | loss: 0.0311901 | val_loss: 0.0311948 | Time: 3185.93 ms [2020-12-18 11:21:24 main:574] : INFO : Epoch 880 | loss: 0.0311912 | val_loss: 0.0311991 | Time: 3173.7 ms [2020-12-18 11:21:27 main:574] : INFO : Epoch 881 | loss: 0.0311919 | val_loss: 0.0311953 | Time: 3151.72 ms [2020-12-18 11:21:30 main:574] : INFO : Epoch 882 | loss: 0.0311895 | val_loss: 0.0311955 | Time: 3165.17 ms [2020-12-18 11:21:33 main:574] : INFO : Epoch 883 | loss: 0.0311896 | val_loss: 0.0311954 | Time: 3144.67 ms [2020-12-18 11:21:36 main:574] : INFO : Epoch 884 | loss: 0.0311912 | val_loss: 0.031197 | Time: 3165.73 ms [2020-12-18 11:21:40 main:574] : INFO : Epoch 885 | loss: 0.0311904 | val_loss: 0.0311982 | Time: 3160.19 ms [2020-12-18 11:21:43 main:574] : INFO : Epoch 886 | loss: 0.0311916 | val_loss: 0.0311937 | Time: 3254.5 ms [2020-12-18 11:21:46 main:574] : INFO : Epoch 887 | loss: 0.0311902 | val_loss: 0.0311977 | Time: 3158.31 ms [2020-12-18 11:21:49 main:574] : INFO : Epoch 888 | loss: 0.0311909 | val_loss: 0.0311938 | Time: 3199.09 ms [2020-12-18 11:21:52 main:574] : INFO : Epoch 889 | loss: 0.031189 | val_loss: 0.0311966 | Time: 3214.01 ms [2020-12-18 11:21:56 main:574] : INFO : Epoch 890 | loss: 0.0311895 | val_loss: 0.0311959 | Time: 3186.74 ms [2020-12-18 11:21:59 main:574] : INFO : Epoch 891 | loss: 0.0311901 | val_loss: 0.0311983 | Time: 3214.48 ms [2020-12-18 11:22:02 main:574] : INFO : Epoch 892 | loss: 0.0311903 | val_loss: 0.0311953 | Time: 3167.71 ms [2020-12-18 11:22:05 main:574] : INFO : Epoch 893 | loss: 0.0311919 | val_loss: 0.0311977 | Time: 3190.88 ms [2020-12-18 11:22:09 main:574] : INFO : Epoch 894 | loss: 0.0311894 | val_loss: 0.0311937 | Time: 3196.86 ms [2020-12-18 11:22:12 main:574] : INFO : Epoch 895 | loss: 0.0311887 | val_loss: 0.0311945 | Time: 3194.53 ms [2020-12-18 11:22:15 main:574] : INFO : Epoch 896 | loss: 0.0311878 | val_loss: 0.0311933 | Time: 3199.09 ms [2020-12-18 11:22:18 main:574] : INFO : Epoch 897 | loss: 0.031188 | val_loss: 0.0311981 | Time: 3197.07 ms [2020-12-18 11:22:21 main:574] : INFO : Epoch 898 | loss: 0.0311882 | val_loss: 0.0311942 | Time: 3192.09 ms [2020-12-18 11:22:25 main:574] : INFO : Epoch 899 | loss: 0.0311885 | val_loss: 0.0311955 | Time: 3213.55 ms [2020-12-18 11:22:28 main:574] : INFO : Epoch 900 | loss: 0.0311887 | val_loss: 0.0311939 | Time: 3152.53 ms [2020-12-18 11:22:31 main:574] : INFO : Epoch 901 | loss: 0.0311877 | val_loss: 0.0311936 | Time: 3216.83 ms [2020-12-18 11:22:34 main:574] : INFO : Epoch 902 | loss: 0.0311887 | val_loss: 0.0311961 | Time: 3174.27 ms [2020-12-18 11:22:37 main:574] : INFO : Epoch 903 | loss: 0.0311879 | val_loss: 0.0311961 | Time: 3205.61 ms [2020-12-18 11:22:41 main:574] : INFO : Epoch 904 | loss: 0.0311878 | val_loss: 0.0311928 | Time: 3193.93 ms [2020-12-18 11:22:44 main:574] : INFO : Epoch 905 | loss: 0.0311883 | val_loss: 0.0311929 | Time: 3183.26 ms [2020-12-18 11:22:47 main:574] : INFO : Epoch 906 | loss: 0.0311884 | val_loss: 0.0311938 | Time: 3183.83 ms [2020-12-18 11:22:50 main:574] : INFO : Epoch 907 | loss: 0.0311886 | val_loss: 0.031197 | Time: 3215.55 ms [2020-12-18 11:22:54 main:574] : INFO : Epoch 908 | loss: 0.0311892 | val_loss: 0.0311952 | Time: 3173.13 ms [2020-12-18 11:22:57 main:574] : INFO : Epoch 909 | loss: 0.0311887 | val_loss: 0.0311953 | Time: 3183.24 ms [2020-12-18 11:23:00 main:574] : INFO : Epoch 910 | loss: 0.0311901 | val_loss: 0.0311937 | Time: 3202.45 ms [2020-12-18 11:23:03 main:574] : INFO : Epoch 911 | loss: 0.0311879 | val_loss: 0.0311936 | Time: 3186.41 ms [2020-12-18 11:23:06 main:574] : INFO : Epoch 912 | loss: 0.0311871 | val_loss: 0.0311934 | Time: 3173.01 ms [2020-12-18 11:23:10 main:574] : INFO : Epoch 913 | loss: 0.031188 | val_loss: 0.0311972 | Time: 3194.46 ms [2020-12-18 11:23:13 main:574] : INFO : Epoch 914 | loss: 0.031188 | val_loss: 0.0311948 | Time: 3181.26 ms [2020-12-18 11:23:16 main:574] : INFO : Epoch 915 | loss: 0.0311887 | val_loss: 0.0311972 | Time: 3168.31 ms [2020-12-18 11:23:19 main:574] : INFO : Epoch 916 | loss: 0.0311883 | val_loss: 0.0311971 | Time: 3157.96 ms [2020-12-18 11:23:22 main:574] : INFO : Epoch 917 | loss: 0.0311894 | val_loss: 0.0311964 | Time: 3186.9 ms [2020-12-18 11:23:26 main:574] : INFO : Epoch 918 | loss: 0.0311893 | val_loss: 0.0311944 | Time: 3171.49 ms [2020-12-18 11:23:29 main:574] : INFO : Epoch 919 | loss: 0.0311903 | val_loss: 0.0311942 | Time: 3189 ms [2020-12-18 11:23:32 main:574] : INFO : Epoch 920 | loss: 0.0311903 | val_loss: 0.0311978 | Time: 3191.28 ms [2020-12-18 11:23:35 main:574] : INFO : Epoch 921 | loss: 0.0311889 | val_loss: 0.0311947 | Time: 3192.59 ms [2020-12-18 11:23:39 main:574] : INFO : Epoch 922 | loss: 0.0311878 | val_loss: 0.0311952 | Time: 3159.85 ms [2020-12-18 11:23:42 main:574] : INFO : Epoch 923 | loss: 0.031187 | val_loss: 0.0311945 | Time: 3166.7 ms [2020-12-18 11:23:45 main:574] : INFO : Epoch 924 | loss: 0.0311888 | val_loss: 0.0311972 | Time: 3169.1 ms [2020-12-18 11:23:48 main:574] : INFO : Epoch 925 | loss: 0.0311891 | val_loss: 0.0311938 | Time: 3182.67 ms [2020-12-18 11:23:51 main:574] : INFO : Epoch 926 | loss: 0.0311914 | val_loss: 0.0312026 | Time: 3164.15 ms [2020-12-18 11:23:55 main:574] : INFO : Epoch 927 | loss: 0.0311892 | val_loss: 0.0311961 | Time: 3193.32 ms [2020-12-18 11:23:58 main:574] : INFO : Epoch 928 | loss: 0.031188 | val_loss: 0.0311959 | Time: 3182.72 ms [2020-12-18 11:24:01 main:574] : INFO : Epoch 929 | loss: 0.0311882 | val_loss: 0.0311973 | Time: 3177.64 ms [2020-12-18 11:24:04 main:574] : INFO : Epoch 930 | loss: 0.031188 | val_loss: 0.031194 | Time: 3165.92 ms [2020-12-18 11:24:07 main:574] : INFO : Epoch 931 | loss: 0.0311878 | val_loss: 0.0311959 | Time: 3210.28 ms [2020-12-18 11:24:11 main:574] : INFO : Epoch 932 | loss: 0.0311869 | val_loss: 0.0311971 | Time: 3158.05 ms [2020-12-18 11:24:14 main:574] : INFO : Epoch 933 | loss: 0.0311873 | val_loss: 0.0311979 | Time: 3148.69 ms [2020-12-18 11:24:17 main:574] : INFO : Epoch 934 | loss: 0.0311867 | val_loss: 0.0311954 | Time: 3156.92 ms [2020-12-18 11:24:20 main:574] : INFO : Epoch 935 | loss: 0.0311894 | val_loss: 0.0311942 | Time: 3191.41 ms [2020-12-18 11:24:23 main:574] : INFO : Epoch 936 | loss: 0.0311879 | val_loss: 0.0311954 | Time: 3179.93 ms [2020-12-18 11:24:27 main:574] : INFO : Epoch 937 | loss: 0.0311895 | val_loss: 0.0311978 | Time: 3196.05 ms [2020-12-18 11:24:30 main:574] : INFO : Epoch 938 | loss: 0.0311887 | val_loss: 0.0311954 | Time: 3158.1 ms [2020-12-18 11:24:33 main:574] : INFO : Epoch 939 | loss: 0.0311881 | val_loss: 0.0311951 | Time: 3158.7 ms [2020-12-18 11:24:36 main:574] : INFO : Epoch 940 | loss: 0.0311879 | val_loss: 0.0311962 | Time: 3167.76 ms [2020-12-18 11:24:39 main:574] : INFO : Epoch 941 | loss: 0.0311871 | val_loss: 0.0311948 | Time: 3165.58 ms [2020-12-18 11:24:43 main:574] : INFO : Epoch 942 | loss: 0.0311873 | val_loss: 0.0311973 | Time: 3189.43 ms [2020-12-18 11:24:46 main:574] : INFO : Epoch 943 | loss: 0.0311875 | val_loss: 0.0311991 | Time: 3175.27 ms [2020-12-18 11:24:49 main:574] : INFO : Epoch 944 | loss: 0.03119 | val_loss: 0.0312075 | Time: 3177.6 ms [2020-12-18 11:24:52 main:574] : INFO : Epoch 945 | loss: 0.0311904 | val_loss: 0.0311964 | Time: 3251.58 ms [2020-12-18 11:24:55 main:574] : INFO : Epoch 946 | loss: 0.0311873 | val_loss: 0.031197 | Time: 3155.97 ms [2020-12-18 11:24:59 main:574] : INFO : Epoch 947 | loss: 0.0311884 | val_loss: 0.0311977 | Time: 3193.72 ms [2020-12-18 11:25:02 main:574] : INFO : Epoch 948 | loss: 0.0311885 | val_loss: 0.0311945 | Time: 3192.51 ms [2020-12-18 11:25:05 main:574] : INFO : Epoch 949 | loss: 0.031188 | val_loss: 0.0311939 | Time: 3295.8 ms [2020-12-18 11:25:08 main:574] : INFO : Epoch 950 | loss: 0.0311907 | val_loss: 0.0312078 | Time: 3168.06 ms [2020-12-18 11:25:12 main:574] : INFO : Epoch 951 | loss: 0.0311922 | val_loss: 0.0312035 | Time: 3251.29 ms [2020-12-18 11:25:15 main:574] : INFO : Epoch 952 | loss: 0.0311956 | val_loss: 0.0311961 | Time: 3162.79 ms [2020-12-18 11:25:18 main:574] : INFO : Epoch 953 | loss: 0.0311897 | val_loss: 0.0312022 | Time: 3188.49 ms [2020-12-18 11:25:21 main:574] : INFO : Epoch 954 | loss: 0.0311905 | val_loss: 0.0311987 | Time: 3214.26 ms [2020-12-18 11:25:25 main:574] : INFO : Epoch 955 | loss: 0.03119 | val_loss: 0.0312014 | Time: 3218.2 ms [2020-12-18 11:25:28 main:574] : INFO : Epoch 956 | loss: 0.0311916 | val_loss: 0.0311971 | Time: 3162.24 ms [2020-12-18 11:25:31 main:574] : INFO : Epoch 957 | loss: 0.0311877 | val_loss: 0.0311979 | Time: 3175.47 ms [2020-12-18 11:25:34 main:574] : INFO : Epoch 958 | loss: 0.0311865 | val_loss: 0.0311975 | Time: 3189.86 ms [2020-12-18 11:25:37 main:574] : INFO : Epoch 959 | loss: 0.0311868 | val_loss: 0.0311958 | Time: 3152.72 ms [2020-12-18 11:25:41 main:574] : INFO : Epoch 960 | loss: 0.0311874 | val_loss: 0.0311953 | Time: 3208.54 ms [2020-12-18 11:25:44 main:574] : INFO : Epoch 961 | loss: 0.0311871 | val_loss: 0.0311951 | Time: 3170.73 ms [2020-12-18 11:25:47 main:574] : INFO : Epoch 962 | loss: 0.0311887 | val_loss: 0.0311971 | Time: 3152.54 ms [2020-12-18 11:25:50 main:574] : INFO : Epoch 963 | loss: 0.0311872 | val_loss: 0.031198 | Time: 3191.8 ms [2020-12-18 11:25:53 main:574] : INFO : Epoch 964 | loss: 0.0311866 | val_loss: 0.0311959 | Time: 3183.14 ms [2020-12-18 11:25:57 main:574] : INFO : Epoch 965 | loss: 0.0311871 | val_loss: 0.0311978 | Time: 3155.28 ms [2020-12-18 11:26:00 main:574] : INFO : Epoch 966 | loss: 0.0311866 | val_loss: 0.0311968 | Time: 3152.95 ms [2020-12-18 11:26:03 main:574] : INFO : Epoch 967 | loss: 0.0311859 | val_loss: 0.0311958 | Time: 3186 ms [2020-12-18 11:26:06 main:574] : INFO : Epoch 968 | loss: 0.0311864 | val_loss: 0.031196 | Time: 3167.53 ms [2020-12-18 11:26:09 main:574] : INFO : Epoch 969 | loss: 0.0311859 | val_loss: 0.0311968 | Time: 3234.7 ms [2020-12-18 11:26:13 main:574] : INFO : Epoch 970 | loss: 0.0311864 | val_loss: 0.0311958 | Time: 3180.1 ms [2020-12-18 11:26:16 main:574] : INFO : Epoch 971 | loss: 0.0311864 | val_loss: 0.0311957 | Time: 3181.64 ms [2020-12-18 11:26:19 main:574] : INFO : Epoch 972 | loss: 0.0311869 | val_loss: 0.0311985 | Time: 3177.08 ms [2020-12-18 11:26:22 main:574] : INFO : Epoch 973 | loss: 0.0311878 | val_loss: 0.0311969 | Time: 3228.22 ms [2020-12-18 11:26:26 main:574] : INFO : Epoch 974 | loss: 0.0311865 | val_loss: 0.0311977 | Time: 3204.04 ms [2020-12-18 11:26:29 main:574] : INFO : Epoch 975 | loss: 0.0311865 | val_loss: 0.0311969 | Time: 3181.21 ms [2020-12-18 11:26:32 main:574] : INFO : Epoch 976 | loss: 0.0311868 | val_loss: 0.0311957 | Time: 3203.27 ms [2020-12-18 11:26:35 main:574] : INFO : Epoch 977 | loss: 0.0311892 | val_loss: 0.031196 | Time: 3191.01 ms [2020-12-18 11:26:38 main:574] : INFO : Epoch 978 | loss: 0.0311871 | val_loss: 0.0311941 | Time: 3175.23 ms [2020-12-18 11:26:42 main:574] : INFO : Epoch 979 | loss: 0.0311856 | val_loss: 0.0311964 | Time: 3166.22 ms [2020-12-18 11:26:45 main:574] : INFO : Epoch 980 | loss: 0.0311903 | val_loss: 0.0311997 | Time: 3214.28 ms [2020-12-18 11:26:48 main:574] : INFO : Epoch 981 | loss: 0.0311901 | val_loss: 0.0311982 | Time: 3158.52 ms [2020-12-18 11:26:51 main:574] : INFO : Epoch 982 | loss: 0.0311872 | val_loss: 0.0311969 | Time: 3188.35 ms [2020-12-18 11:26:54 main:574] : INFO : Epoch 983 | loss: 0.0311889 | val_loss: 0.0311967 | Time: 3195 ms [2020-12-18 11:26:58 main:574] : INFO : Epoch 984 | loss: 0.0311868 | val_loss: 0.0311969 | Time: 3178.66 ms [2020-12-18 11:27:01 main:574] : INFO : Epoch 985 | loss: 0.0311864 | val_loss: 0.0311947 | Time: 3174.71 ms [2020-12-18 11:27:04 main:574] : INFO : Epoch 986 | loss: 0.0311856 | val_loss: 0.0312 | Time: 3158.57 ms [2020-12-18 11:27:07 main:574] : INFO : Epoch 987 | loss: 0.0311884 | val_loss: 0.0311955 | Time: 3168.46 ms [2020-12-18 11:27:10 main:574] : INFO : Epoch 988 | loss: 0.0311871 | val_loss: 0.0311966 | Time: 3205.69 ms [2020-12-18 11:27:14 main:574] : INFO : Epoch 989 | loss: 0.0311854 | val_loss: 0.0311932 | Time: 3173.47 ms [2020-12-18 11:27:17 main:574] : INFO : Epoch 990 | loss: 0.0311852 | val_loss: 0.0311958 | Time: 3251.37 ms [2020-12-18 11:27:20 main:574] : INFO : Epoch 991 | loss: 0.0311837 | val_loss: 0.031197 | Time: 3205.81 ms [2020-12-18 11:27:23 main:574] : INFO : Epoch 992 | loss: 0.0311864 | val_loss: 0.031196 | Time: 3196.84 ms [2020-12-18 11:27:27 main:574] : INFO : Epoch 993 | loss: 0.0311821 | val_loss: 0.0311924 | Time: 3180.94 ms [2020-12-18 11:27:30 main:574] : INFO : Epoch 994 | loss: 0.0311846 | val_loss: 0.031194 | Time: 3181.38 ms [2020-12-18 11:27:33 main:574] : INFO : Epoch 995 | loss: 0.0311832 | val_loss: 0.0311948 | Time: 3188.28 ms [2020-12-18 11:27:36 main:574] : INFO : Epoch 996 | loss: 0.0311811 | val_loss: 0.0311922 | Time: 3193.94 ms [2020-12-18 11:27:39 main:574] : INFO : Epoch 997 | loss: 0.0311816 | val_loss: 0.0311975 | Time: 3175.23 ms [2020-12-18 11:27:43 main:574] : INFO : Epoch 998 | loss: 0.031185 | val_loss: 0.0311933 | Time: 3182.73 ms [2020-12-18 11:27:46 main:574] : INFO : Epoch 999 | loss: 0.0311821 | val_loss: 0.0311961 | Time: 3180.75 ms [2020-12-18 11:27:49 main:574] : INFO : Epoch 1000 | loss: 0.0311836 | val_loss: 0.031197 | Time: 3165.63 ms [2020-12-18 11:27:52 main:574] : INFO : Epoch 1001 | loss: 0.031182 | val_loss: 0.0311912 | Time: 3172.94 ms [2020-12-18 11:27:55 main:574] : INFO : Epoch 1002 | loss: 0.031181 | val_loss: 0.0311951 | Time: 3219.03 ms [2020-12-18 11:27:59 main:574] : INFO : Epoch 1003 | loss: 0.0311809 | val_loss: 0.0311916 | Time: 3195.73 ms [2020-12-18 11:28:02 main:574] : INFO : Epoch 1004 | loss: 0.0311795 | val_loss: 0.0311914 | Time: 3226.48 ms [2020-12-18 11:28:05 main:574] : INFO : Epoch 1005 | loss: 0.0311805 | val_loss: 0.0311934 | Time: 3181.82 ms [2020-12-18 11:28:08 main:574] : INFO : Epoch 1006 | loss: 0.0311817 | val_loss: 0.0311964 | Time: 3148.64 ms [2020-12-18 11:28:11 main:574] : INFO : Epoch 1007 | loss: 0.0311813 | val_loss: 0.0311918 | Time: 3152.76 ms [2020-12-18 11:28:15 main:574] : INFO : Epoch 1008 | loss: 0.0311805 | val_loss: 0.0311924 | Time: 3161.11 ms [2020-12-18 11:28:18 main:574] : INFO : Epoch 1009 | loss: 0.0311806 | val_loss: 0.0311917 | Time: 3169.55 ms [2020-12-18 11:28:21 main:574] : INFO : Epoch 1010 | loss: 0.0311805 | val_loss: 0.031191 | Time: 3169.11 ms [2020-12-18 11:28:24 main:574] : INFO : Epoch 1011 | loss: 0.0311793 | val_loss: 0.0311912 | Time: 3230.82 ms [2020-12-18 11:28:27 main:574] : INFO : Epoch 1012 | loss: 0.0311794 | val_loss: 0.0311929 | Time: 3191.15 ms [2020-12-18 11:28:31 main:574] : INFO : Epoch 1013 | loss: 0.031181 | val_loss: 0.0311922 | Time: 3169.92 ms [2020-12-18 11:28:34 main:574] : INFO : Epoch 1014 | loss: 0.0311837 | val_loss: 0.0311958 | Time: 3164.23 ms [2020-12-18 11:28:37 main:574] : INFO : Epoch 1015 | loss: 0.0311803 | val_loss: 0.0311934 | Time: 3207.7 ms [2020-12-18 11:28:40 main:574] : INFO : Epoch 1016 | loss: 0.031182 | val_loss: 0.0311941 | Time: 3259.47 ms [2020-12-18 11:28:44 main:574] : INFO : Epoch 1017 | loss: 0.0311798 | val_loss: 0.0311899 | Time: 3166.66 ms [2020-12-18 11:28:47 main:574] : INFO : Epoch 1018 | loss: 0.0311798 | val_loss: 0.0311912 | Time: 3202.67 ms [2020-12-18 11:28:50 main:574] : INFO : Epoch 1019 | loss: 0.03118 | val_loss: 0.0311911 | Time: 3179.76 ms [2020-12-18 11:28:53 main:574] : INFO : Epoch 1020 | loss: 0.0311801 | val_loss: 0.0311938 | Time: 3164.66 ms [2020-12-18 11:28:56 main:574] : INFO : Epoch 1021 | loss: 0.0311792 | val_loss: 0.0311925 | Time: 3207.5 ms [2020-12-18 11:29:00 main:574] : INFO : Epoch 1022 | loss: 0.0311793 | val_loss: 0.0311918 | Time: 3219.33 ms [2020-12-18 11:29:03 main:574] : INFO : Epoch 1023 | loss: 0.0311795 | val_loss: 0.0311944 | Time: 3203.08 ms [2020-12-18 11:29:06 main:574] : INFO : Epoch 1024 | loss: 0.0311794 | val_loss: 0.0311921 | Time: 3154.27 ms [2020-12-18 11:29:06 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311921 [2020-12-18 11:29:06 main:603] : INFO : Saving end state to config to file [2020-12-18 11:29:06 main:608] : INFO : Success, exiting.. 11:29:06 (13080): 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)