Task 3150796
| Name | ParityModified-1605453631-20585-2_0 |
| Workunit | 1454752 |
| Created | 1 Dec 2020, 4:03:32 UTC |
| Sent | 3 Dec 2020, 0:15:21 UTC |
| Report deadline | 10 Dec 2020, 0:15:21 UTC |
| Received | 3 Dec 2020, 3:28:44 UTC |
| Server state | Over |
| Outcome | Validate error |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 157 |
| Run time | 1 hours 4 min 45 sec |
| CPU time | 52 min 17 sec |
| Validate state | Invalid |
| Credit | 0.00 |
| Device peak FLOPS | 4,474.02 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.62 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 312083 | Time: 3669.29 ms [2020-12-02 19:56:38 main:574] : INFO : Epoch 510 | loss: 0.0310962 | val_loss: 0.0312132 | Time: 3604.62 ms [2020-12-02 19:56:42 main:574] : INFO : Epoch 511 | loss: 0.0310975 | val_loss: 0.0312041 | Time: 3806.85 ms [2020-12-02 19:56:45 main:574] : INFO : Epoch 512 | loss: 0.031101 | val_loss: 0.0312074 | Time: 3350.11 ms [2020-12-02 19:56:49 main:574] : INFO : Epoch 513 | loss: 0.0311004 | val_loss: 0.031215 | Time: 3554.22 ms [2020-12-02 19:56:52 main:574] : INFO : Epoch 514 | loss: 0.0310968 | val_loss: 0.0312101 | Time: 3659.69 ms [2020-12-02 19:56:56 main:574] : INFO : Epoch 515 | loss: 0.0310953 | val_loss: 0.0312071 | Time: 3688.9 ms [2020-12-02 19:57:00 main:574] : INFO : Epoch 516 | loss: 0.0310955 | val_loss: 0.0312179 | Time: 3706.8 ms [2020-12-02 19:57:04 main:574] : INFO : Epoch 517 | loss: 0.0310995 | val_loss: 0.031216 | Time: 3591.77 ms [2020-12-02 19:57:07 main:574] : INFO : Epoch 518 | loss: 0.0311055 | val_loss: 0.0311905 | Time: 3373.41 ms [2020-12-02 19:57:11 main:574] : INFO : Epoch 519 | loss: 0.0310994 | val_loss: 0.0312183 | Time: 3599.41 ms [2020-12-02 19:57:14 main:574] : INFO : Epoch 520 | loss: 0.0310975 | val_loss: 0.0312177 | Time: 3549.33 ms [2020-12-02 19:57:18 main:574] : INFO : Epoch 521 | loss: 0.0311015 | val_loss: 0.0312102 | Time: 3377.14 ms [2020-12-02 19:57:21 main:574] : INFO : Epoch 522 | loss: 0.0311013 | val_loss: 0.0312039 | Time: 3687.61 ms [2020-12-02 19:57:25 main:574] : INFO : Epoch 523 | loss: 0.0311023 | val_loss: 0.0312271 | Time: 3565.69 ms [2020-12-02 19:57:29 main:574] : INFO : Epoch 524 | loss: 0.0311049 | val_loss: 0.0311993 | Time: 3770.45 ms [2020-12-02 19:57:33 main:574] : INFO : Epoch 525 | loss: 0.0311122 | val_loss: 0.0312136 | Time: 3668.64 ms [2020-12-02 19:57:36 main:574] : INFO : Epoch 526 | loss: 0.0311018 | val_loss: 0.0312068 | Time: 3521.7 ms [2020-12-02 19:57:40 main:574] : INFO : Epoch 527 | loss: 0.0310986 | val_loss: 0.0312089 | Time: 3648.04 ms [2020-12-02 19:57:44 main:574] : INFO : Epoch 528 | loss: 0.0310951 | val_loss: 0.031198 | Time: 4060.06 ms [2020-12-02 19:57:49 main:574] : INFO : Epoch 529 | loss: 0.0310925 | val_loss: 0.0312114 | Time: 5153.71 ms [2020-12-02 19:57:54 main:574] : INFO : Epoch 530 | loss: 0.0310964 | val_loss: 0.0312041 | Time: 4662.2 ms [2020-12-02 19:57:58 main:574] : INFO : Epoch 531 | loss: 0.031095 | val_loss: 0.0312111 | Time: 3653.22 ms [2020-12-02 19:58:02 main:574] : INFO : Epoch 532 | loss: 0.0310967 | val_loss: 0.0312083 | Time: 3677 ms [2020-12-02 19:58:05 main:574] : INFO : Epoch 533 | loss: 0.0311001 | val_loss: 0.0312136 | Time: 3370.02 ms [2020-12-02 19:58:09 main:574] : INFO : Epoch 534 | loss: 0.0310987 | val_loss: 0.0311968 | Time: 3793.02 ms [2020-12-02 19:58:13 main:574] : INFO : Epoch 535 | loss: 0.0311044 | val_loss: 0.0312205 | Time: 3839.47 ms [2020-12-02 19:58:16 main:574] : INFO : Epoch 536 | loss: 0.0311025 | val_loss: 0.0312061 | Time: 3318.57 ms [2020-12-02 19:58:20 main:574] : INFO : Epoch 537 | loss: 0.0311084 | val_loss: 0.0312106 | Time: 3483.21 ms [2020-12-02 19:58:24 main:574] : INFO : Epoch 538 | loss: 0.0311058 | val_loss: 0.0312278 | Time: 3712.79 ms [2020-12-02 19:58:27 main:574] : INFO : Epoch 539 | loss: 0.0311003 | val_loss: 0.0312028 | Time: 3458.86 ms [2020-12-02 19:58:31 main:574] : INFO : Epoch 540 | loss: 0.0311 | val_loss: 0.031204 | Time: 3832.19 ms [2020-12-02 19:58:35 main:574] : INFO : Epoch 541 | loss: 0.0311001 | val_loss: 0.0312004 | Time: 3670.9 ms [2020-12-02 19:58:38 main:574] : INFO : Epoch 542 | loss: 0.031099 | val_loss: 0.0312169 | Time: 3470.24 ms [2020-12-02 19:58:42 main:574] : INFO : Epoch 543 | loss: 0.0311082 | val_loss: 0.0311946 | Time: 3611.18 ms [2020-12-02 19:58:46 main:574] : INFO : Epoch 544 | loss: 0.0311528 | val_loss: 0.031191 | Time: 3599.28 ms [2020-12-02 19:58:49 main:574] : INFO : Epoch 545 | loss: 0.0311398 | val_loss: 0.031198 | Time: 3558.89 ms [2020-12-02 19:58:53 main:574] : INFO : Epoch 546 | loss: 0.0311222 | val_loss: 0.0311969 | Time: 3568.77 ms [2020-12-02 19:58:57 main:574] : INFO : Epoch 547 | loss: 0.0311149 | val_loss: 0.0311938 | Time: 3643.63 ms [2020-12-02 19:59:00 main:574] : INFO : Epoch 548 | loss: 0.0311084 | val_loss: 0.0312063 | Time: 3487.14 ms [2020-12-02 19:59:04 main:574] : INFO : Epoch 549 | loss: 0.0311006 | val_loss: 0.031215 | Time: 3619.18 ms [2020-12-02 19:59:08 main:574] : INFO : Epoch 550 | loss: 0.0310941 | val_loss: 0.0312043 | Time: 3411.11 ms [2020-12-02 19:59:12 main:574] : INFO : Epoch 551 | loss: 0.0310962 | val_loss: 0.0312072 | Time: 3876.13 ms [2020-12-02 19:59:15 main:574] : INFO : Epoch 552 | loss: 0.0310945 | val_loss: 0.0312241 | Time: 3515.03 ms [2020-12-02 19:59:19 main:574] : INFO : Epoch 553 | loss: 0.0310927 | val_loss: 0.0312023 | Time: 3484.37 ms [2020-12-02 19:59:23 main:574] : INFO : Epoch 554 | loss: 0.0310977 | val_loss: 0.0312155 | Time: 4505.26 ms [2020-12-02 19:59:27 main:574] : INFO : Epoch 555 | loss: 0.0310933 | val_loss: 0.031218 | Time: 3845.07 ms [2020-12-02 19:59:31 main:574] : INFO : Epoch 556 | loss: 0.0310908 | val_loss: 0.0312126 | Time: 3559.74 ms [2020-12-02 19:59:35 main:574] : INFO : Epoch 557 | loss: 0.0310923 | val_loss: 0.0312157 | Time: 3567.9 ms [2020-12-02 19:59:38 main:574] : INFO : Epoch 558 | loss: 0.0310907 | val_loss: 0.0312201 | Time: 3414.11 ms [2020-12-02 19:59:42 main:574] : INFO : Epoch 559 | loss: 0.0310938 | val_loss: 0.0312137 | Time: 3583 ms [2020-12-02 19:59:45 main:574] : INFO : Epoch 560 | loss: 0.0310952 | val_loss: 0.0312082 | Time: 3581.84 ms [2020-12-02 19:59:49 main:574] : INFO : Epoch 561 | loss: 0.0310984 | val_loss: 0.0312056 | Time: 3470.61 ms [2020-12-02 19:59:53 main:574] : INFO : Epoch 562 | loss: 0.0311033 | val_loss: 0.0312073 | Time: 3698.79 ms [2020-12-02 19:59:57 main:574] : INFO : Epoch 563 | loss: 0.0311498 | val_loss: 0.0311969 | Time: 3653.21 ms [2020-12-02 20:00:00 main:574] : INFO : Epoch 564 | loss: 0.0311385 | val_loss: 0.0311897 | Time: 3591.36 ms [2020-12-02 20:00:04 main:574] : INFO : Epoch 565 | loss: 0.0311311 | val_loss: 0.0311955 | Time: 3609.51 ms [2020-12-02 20:00:07 main:574] : INFO : Epoch 566 | loss: 0.0311171 | val_loss: 0.0311937 | Time: 3413.95 ms [2020-12-02 20:00:11 main:574] : INFO : Epoch 567 | loss: 0.0311115 | val_loss: 0.0312128 | Time: 3696.75 ms [2020-12-02 20:00:15 main:574] : INFO : Epoch 568 | loss: 0.0311059 | val_loss: 0.031208 | Time: 3695.27 ms [2020-12-02 20:00:18 main:574] : INFO : Epoch 569 | loss: 0.0310986 | val_loss: 0.0312117 | Time: 3367.13 ms [2020-12-02 20:00:22 main:574] : INFO : Epoch 570 | loss: 0.031092 | val_loss: 0.0312082 | Time: 3666.77 ms [2020-12-02 20:00:26 main:574] : INFO : Epoch 571 | loss: 0.0310948 | val_loss: 0.0311991 | Time: 3621.53 ms [2020-12-02 20:00:30 main:574] : INFO : Epoch 572 | loss: 0.0310902 | val_loss: 0.0312012 | Time: 3838.16 ms [2020-12-02 20:00:34 main:574] : INFO : Epoch 573 | loss: 0.0310941 | val_loss: 0.0312114 | Time: 3760.44 ms [2020-12-02 20:00:37 main:574] : INFO : Epoch 574 | loss: 0.0310967 | val_loss: 0.0312208 | Time: 3546.18 ms [2020-12-02 20:00:41 main:574] : INFO : Epoch 575 | loss: 0.0310945 | val_loss: 0.0312057 | Time: 3622.52 ms [2020-12-02 20:00:45 main:574] : INFO : Epoch 576 | loss: 0.0310907 | val_loss: 0.0312181 | Time: 3678.33 ms [2020-12-02 20:00:48 main:574] : INFO : Epoch 577 | loss: 0.0310888 | val_loss: 0.0312049 | Time: 3485.31 ms [2020-12-02 20:00:52 main:574] : INFO : Epoch 578 | loss: 0.0310919 | val_loss: 0.0312223 | Time: 3726.46 ms [2020-12-02 20:00:56 main:574] : INFO : Epoch 579 | loss: 0.0310941 | val_loss: 0.0312072 | Time: 3612.66 ms [2020-12-02 20:00:59 main:574] : INFO : Epoch 580 | loss: 0.0310975 | val_loss: 0.0312021 | Time: 3432.37 ms [2020-12-02 20:01:03 main:574] : INFO : Epoch 581 | loss: 0.0311026 | val_loss: 0.0312099 | Time: 3615.74 ms [2020-12-02 20:01:07 main:574] : INFO : Epoch 582 | loss: 0.0310996 | val_loss: 0.0312113 | Time: 3850.66 ms [2020-12-02 20:01:11 main:574] : INFO : Epoch 583 | loss: 0.0310899 | val_loss: 0.0312006 | Time: 3674.2 ms [2020-12-02 20:01:15 main:574] : INFO : Epoch 584 | loss: 0.0310888 | val_loss: 0.0312169 | Time: 3618.56 ms [2020-12-02 20:01:18 main:574] : INFO : Epoch 585 | loss: 0.031088 | val_loss: 0.0312123 | Time: 3626.63 ms [2020-12-02 20:01:22 main:574] : INFO : Epoch 586 | loss: 0.0310894 | val_loss: 0.0312122 | Time: 3596.92 ms [2020-12-02 20:01:26 main:574] : INFO : Epoch 587 | loss: 0.0310898 | val_loss: 0.0312313 | Time: 3740.78 ms [2020-12-02 20:01:30 main:574] : INFO : Epoch 588 | loss: 0.0310958 | val_loss: 0.0311996 | Time: 3695.02 ms [2020-12-02 20:01:34 main:574] : INFO : Epoch 589 | loss: 0.0311052 | val_loss: 0.0312134 | Time: 3832.56 ms [2020-12-02 20:01:37 main:574] : INFO : Epoch 590 | loss: 0.0310993 | val_loss: 0.0312089 | Time: 3634.81 ms [2020-12-02 20:01:41 main:574] : INFO : Epoch 591 | loss: 0.031097 | val_loss: 0.0312177 | Time: 3629.4 ms [2020-12-02 20:01:45 main:574] : INFO : Epoch 592 | loss: 0.0310981 | val_loss: 0.0312096 | Time: 3751.48 ms [2020-12-02 20:01:48 main:574] : INFO : Epoch 593 | loss: 0.0310915 | val_loss: 0.0312177 | Time: 3473.97 ms [2020-12-02 20:01:52 main:574] : INFO : Epoch 594 | loss: 0.0310903 | val_loss: 0.0312049 | Time: 3571.73 ms [2020-12-02 20:01:56 main:574] : INFO : Epoch 595 | loss: 0.0310908 | val_loss: 0.0312233 | Time: 3521.88 ms [2020-12-02 20:01:59 main:574] : INFO : Epoch 596 | loss: 0.0310909 | val_loss: 0.0312123 | Time: 3443.93 ms [2020-12-02 20:02:03 main:574] : INFO : Epoch 597 | loss: 0.0310865 | val_loss: 0.0312095 | Time: 3685.71 ms [2020-12-02 20:02:07 main:574] : INFO : Epoch 598 | loss: 0.0310881 | val_loss: 0.0312184 | Time: 4179.41 ms [2020-12-02 20:02:11 main:574] : INFO : Epoch 599 | loss: 0.0310808 | val_loss: 0.0312034 | Time: 3475.92 ms [2020-12-02 20:02:14 main:574] : INFO : Epoch 600 | loss: 0.0310917 | val_loss: 0.0312062 | Time: 3617.46 ms [2020-12-02 20:02:20 main:574] : INFO : Epoch 601 | loss: 0.0310938 | val_loss: 0.0311985 | Time: 5886.33 ms [2020-12-02 20:02:28 main:574] : INFO : Epoch 602 | loss: 0.0311008 | val_loss: 0.0312021 | Time: 6524.29 ms [2020-12-02 20:02:32 main:574] : INFO : Epoch 603 | loss: 0.0310959 | val_loss: 0.0312104 | Time: 4207.15 ms [2020-12-02 20:02:37 main:574] : INFO : Epoch 604 | loss: 0.0310936 | val_loss: 0.0312181 | Time: 5026.48 ms [2020-12-02 20:02:41 main:574] : INFO : Epoch 605 | loss: 0.0310927 | val_loss: 0.0312312 | Time: 4000.71 ms [2020-12-02 20:02:45 main:574] : INFO : Epoch 606 | loss: 0.0310903 | val_loss: 0.0312267 | Time: 3805.19 ms [2020-12-02 20:02:49 main:574] : INFO : Epoch 607 | loss: 0.0310955 | val_loss: 0.0312102 | Time: 3502.26 ms [2020-12-02 20:02:52 main:574] : INFO : Epoch 608 | loss: 0.0310927 | val_loss: 0.0312049 | Time: 3603.46 ms [2020-12-02 20:02:56 main:574] : INFO : Epoch 609 | loss: 0.0310988 | val_loss: 0.0312115 | Time: 3632.63 ms [2020-12-02 20:03:00 main:574] : INFO : Epoch 610 | loss: 0.0310915 | val_loss: 0.0312352 | Time: 3623.29 ms [2020-12-02 20:03:04 main:574] : INFO : Epoch 611 | loss: 0.031091 | val_loss: 0.0312179 | Time: 3736.33 ms [2020-12-02 20:03:07 main:574] : INFO : Epoch 612 | loss: 0.0310864 | val_loss: 0.031203 | Time: 3570.22 ms [2020-12-02 20:03:11 main:574] : INFO : Epoch 613 | loss: 0.0310866 | val_loss: 0.0312014 | Time: 3509.81 ms [2020-12-02 20:03:15 main:574] : INFO : Epoch 614 | loss: 0.0310912 | val_loss: 0.0312164 | Time: 3628.81 ms [2020-12-02 20:03:23 main:574] : INFO : Epoch 615 | loss: 0.0310863 | val_loss: 0.0312053 | Time: 7829.13 ms [2020-12-02 20:03:26 main:574] : INFO : Epoch 616 | loss: 0.0310853 | val_loss: 0.0312162 | Time: 3692.94 ms [2020-12-02 20:03:30 main:574] : INFO : Epoch 617 | loss: 0.0310994 | val_loss: 0.0312146 | Time: 3615.32 ms [2020-12-02 20:03:34 main:574] : INFO : Epoch 618 | loss: 0.031105 | val_loss: 0.0312041 | Time: 3820.31 ms [2020-12-02 20:03:38 main:574] : INFO : Epoch 619 | loss: 0.0310936 | val_loss: 0.0312107 | Time: 3929.83 ms [2020-12-02 20:03:42 main:574] : INFO : Epoch 620 | loss: 0.0310911 | val_loss: 0.0312073 | Time: 3725.13 ms [2020-12-02 20:03:46 main:574] : INFO : Epoch 621 | loss: 0.0310921 | val_loss: 0.0312097 | Time: 3677.49 ms [2020-12-02 20:03:49 main:574] : INFO : Epoch 622 | loss: 0.0310967 | val_loss: 0.0312162 | Time: 3674.9 ms [2020-12-02 20:03:53 main:574] : INFO : Epoch 623 | loss: 0.0310907 | val_loss: 0.0312158 | Time: 3624.31 ms [2020-12-02 20:03:57 main:574] : INFO : Epoch 624 | loss: 0.0310896 | val_loss: 0.0312109 | Time: 3628.25 ms [2020-12-02 20:04:00 main:574] : INFO : Epoch 625 | loss: 0.0310841 | val_loss: 0.0312178 | Time: 3490.66 ms [2020-12-02 20:04:04 main:574] : INFO : Epoch 626 | loss: 0.0310928 | val_loss: 0.0312148 | Time: 3530.12 ms [2020-12-02 20:04:08 main:574] : INFO : Epoch 627 | loss: 0.0310949 | val_loss: 0.0312278 | Time: 3469.67 ms [2020-12-02 20:04:12 main:574] : INFO : Epoch 628 | loss: 0.0310887 | val_loss: 0.0312257 | Time: 3859.25 ms [2020-12-02 20:04:15 main:574] : INFO : Epoch 629 | loss: 0.0310962 | val_loss: 0.0312143 | Time: 3625.55 ms [2020-12-02 20:04:19 main:574] : INFO : Epoch 630 | loss: 0.0311025 | val_loss: 0.0312104 | Time: 3455.09 ms [2020-12-02 20:04:23 main:574] : INFO : Epoch 631 | loss: 0.0310955 | val_loss: 0.031219 | Time: 3597.89 ms [2020-12-02 20:04:26 main:574] : INFO : Epoch 632 | loss: 0.0310938 | val_loss: 0.0312182 | Time: 3871.21 ms [2020-12-02 20:04:30 main:574] : INFO : Epoch 633 | loss: 0.0310874 | val_loss: 0.0312208 | Time: 3554.07 ms [2020-12-02 20:04:34 main:574] : INFO : Epoch 634 | loss: 0.0310851 | val_loss: 0.0312052 | Time: 3876.07 ms [2020-12-02 20:04:38 main:574] : INFO : Epoch 635 | loss: 0.0310828 | val_loss: 0.0312248 | Time: 3612.2 ms [2020-12-02 20:04:41 main:574] : INFO : Epoch 636 | loss: 0.031087 | val_loss: 0.0312121 | Time: 3556.5 ms [2020-12-02 20:04:45 main:574] : INFO : Epoch 637 | loss: 0.0310887 | val_loss: 0.0312157 | Time: 3582.35 ms [2020-12-02 20:04:49 main:574] : INFO : Epoch 638 | loss: 0.0310874 | val_loss: 0.0312166 | Time: 3654.74 ms [2020-12-02 20:04:53 main:574] : INFO : Epoch 639 | loss: 0.0310936 | val_loss: 0.0312189 | Time: 3622.3 ms [2020-12-02 20:04:56 main:574] : INFO : Epoch 640 | loss: 0.0311028 | val_loss: 0.0312098 | Time: 3581.16 ms [2020-12-02 20:05:00 main:574] : INFO : Epoch 641 | loss: 0.0310975 | val_loss: 0.0312286 | Time: 3534.17 ms [2020-12-02 20:05:04 main:574] : INFO : Epoch 642 | loss: 0.0310933 | val_loss: 0.031217 | Time: 3797.98 ms [2020-12-02 20:05:07 main:574] : INFO : Epoch 643 | loss: 0.0310905 | val_loss: 0.0312128 | Time: 3518.83 ms [2020-12-02 20:05:11 main:574] : INFO : Epoch 644 | loss: 0.0310937 | val_loss: 0.0312123 | Time: 3465.33 ms [2020-12-02 20:05:15 main:574] : INFO : Epoch 645 | loss: 0.0310899 | val_loss: 0.0312237 | Time: 3585.98 ms [2020-12-02 20:05:18 main:574] : INFO : Epoch 646 | loss: 0.0310873 | val_loss: 0.0312375 | Time: 3362.58 ms [2020-12-02 20:05:22 main:574] : INFO : Epoch 647 | loss: 0.0310956 | val_loss: 0.0311945 | Time: 3603.56 ms [2020-12-02 20:05:25 main:574] : INFO : Epoch 648 | loss: 0.0311098 | val_loss: 0.0312217 | Time: 3652.37 ms [2020-12-02 20:05:29 main:574] : INFO : Epoch 649 | loss: 0.0311021 | val_loss: 0.0312084 | Time: 3366.56 ms [2020-12-02 20:05:33 main:574] : INFO : Epoch 650 | loss: 0.0310981 | val_loss: 0.0312131 | Time: 3534.17 ms [2020-12-02 20:05:36 main:574] : INFO : Epoch 651 | loss: 0.0310914 | val_loss: 0.0312009 | Time: 3566.92 ms [2020-12-02 20:05:40 main:574] : INFO : Epoch 652 | loss: 0.031089 | val_loss: 0.0312096 | Time: 3509.4 ms [2020-12-02 20:05:43 main:574] : INFO : Epoch 653 | loss: 0.0310919 | val_loss: 0.0312028 | Time: 3469.87 ms [2020-12-02 20:05:47 main:574] : INFO : Epoch 654 | loss: 0.031098 | val_loss: 0.0312112 | Time: 3579.1 ms [2020-12-02 20:05:51 main:574] : INFO : Epoch 655 | loss: 0.0310932 | val_loss: 0.0312191 | Time: 3399.73 ms [2020-12-02 20:05:54 main:574] : INFO : Epoch 656 | loss: 0.0310834 | val_loss: 0.0312236 | Time: 3570.17 ms [2020-12-02 20:05:58 main:574] : INFO : Epoch 657 | loss: 0.0310822 | val_loss: 0.0312176 | Time: 3526.07 ms [2020-12-02 20:06:02 main:574] : INFO : Epoch 658 | loss: 0.0310918 | val_loss: 0.0312242 | Time: 3593.06 ms [2020-12-02 20:06:05 main:574] : INFO : Epoch 659 | loss: 0.0310955 | val_loss: 0.0312061 | Time: 3522.94 ms [2020-12-02 20:06:09 main:574] : INFO : Epoch 660 | loss: 0.0310964 | val_loss: 0.0312108 | Time: 3388.59 ms [2020-12-02 20:06:12 main:574] : INFO : Epoch 661 | loss: 0.0311039 | val_loss: 0.0312141 | Time: 3722.07 ms [2020-12-02 20:06:16 main:574] : INFO : Epoch 662 | loss: 0.0311077 | val_loss: 0.0312112 | Time: 3571.39 ms [2020-12-02 20:06:20 main:574] : INFO : Epoch 663 | loss: 0.0310979 | val_loss: 0.0312148 | Time: 3491.68 ms [2020-12-02 20:06:23 main:574] : INFO : Epoch 664 | loss: 0.0310954 | val_loss: 0.0312014 | Time: 3589.97 ms [2020-12-02 20:06:27 main:574] : INFO : Epoch 665 | loss: 0.0311041 | val_loss: 0.0312115 | Time: 3623.56 ms [2020-12-02 20:06:31 main:574] : INFO : Epoch 666 | loss: 0.0311096 | val_loss: 0.0311994 | Time: 3429.42 ms [2020-12-02 20:06:34 main:574] : INFO : Epoch 667 | loss: 0.0311019 | val_loss: 0.0312079 | Time: 3592.55 ms [2020-12-02 20:06:38 main:574] : INFO : Epoch 668 | loss: 0.0311041 | val_loss: 0.0312059 | Time: 3390.01 ms [2020-12-02 20:06:41 main:574] : INFO : Epoch 669 | loss: 0.0311002 | val_loss: 0.0312099 | Time: 3460.99 ms [2020-12-02 20:06:45 main:574] : INFO : Epoch 670 | loss: 0.0310902 | val_loss: 0.0312456 | Time: 3536.75 ms [2020-12-02 20:06:48 main:574] : INFO : Epoch 671 | loss: 0.0310856 | val_loss: 0.0312199 | Time: 3329 ms [2020-12-02 20:06:52 main:574] : INFO : Epoch 672 | loss: 0.0310875 | val_loss: 0.0311997 | Time: 3598.34 ms [2020-12-02 20:06:56 main:574] : INFO : Epoch 673 | loss: 0.0311089 | val_loss: 0.0311924 | Time: 3645.96 ms [2020-12-02 20:06:59 main:574] : INFO : Epoch 674 | loss: 0.0311533 | val_loss: 0.0311871 | Time: 3402.24 ms [2020-12-02 20:07:03 main:574] : INFO : Epoch 675 | loss: 0.0311455 | val_loss: 0.0311977 | Time: 3644.86 ms [2020-12-02 20:07:07 main:574] : INFO : Epoch 676 | loss: 0.0311377 | val_loss: 0.031185 | Time: 3678.44 ms [2020-12-02 20:07:10 main:574] : INFO : Epoch 677 | loss: 0.0311292 | val_loss: 0.0311945 | Time: 3365.75 ms [2020-12-02 20:07:14 main:574] : INFO : Epoch 678 | loss: 0.0311247 | val_loss: 0.0311842 | Time: 3598.57 ms [2020-12-02 20:07:18 main:574] : INFO : Epoch 679 | loss: 0.0311126 | val_loss: 0.0312027 | Time: 3546.86 ms [2020-12-02 20:07:21 main:574] : INFO : Epoch 680 | loss: 0.0311043 | val_loss: 0.0312192 | Time: 3443.76 ms [2020-12-02 20:07:25 main:574] : INFO : Epoch 681 | loss: 0.0311045 | val_loss: 0.031208 | Time: 3619.58 ms [2020-12-02 20:07:28 main:574] : INFO : Epoch 682 | loss: 0.0311025 | val_loss: 0.0312163 | Time: 3403.12 ms [2020-12-02 20:07:32 main:574] : INFO : Epoch 683 | loss: 0.0310992 | val_loss: 0.0312163 | Time: 3553.71 ms [2020-12-02 20:07:35 main:574] : INFO : Epoch 684 | loss: 0.0310945 | val_loss: 0.0312019 | Time: 3524.6 ms [2020-12-02 20:07:39 main:574] : INFO : Epoch 685 | loss: 0.0310935 | val_loss: 0.031208 | Time: 3380.58 ms [2020-12-02 20:07:43 main:574] : INFO : Epoch 686 | loss: 0.0310892 | val_loss: 0.031219 | Time: 3631.37 ms [2020-12-02 20:07:46 main:574] : INFO : Epoch 687 | loss: 0.0310894 | val_loss: 0.031197 | Time: 3614.93 ms [2020-12-02 20:07:50 main:574] : INFO : Epoch 688 | loss: 0.0310896 | val_loss: 0.031223 | Time: 3380.7 ms [2020-12-02 20:07:54 main:574] : INFO : Epoch 689 | loss: 0.0310871 | val_loss: 0.0312193 | Time: 3559.19 ms [2020-12-02 20:07:57 main:574] : INFO : Epoch 690 | loss: 0.0311013 | val_loss: 0.0312036 | Time: 3662.59 ms [2020-12-02 20:08:01 main:574] : INFO : Epoch 691 | loss: 0.0311057 | val_loss: 0.0312038 | Time: 3395.61 ms [2020-12-02 20:08:04 main:574] : INFO : Epoch 692 | loss: 0.0310999 | val_loss: 0.0312137 | Time: 3582.91 ms [2020-12-02 20:08:08 main:574] : INFO : Epoch 693 | loss: 0.0310941 | val_loss: 0.0312151 | Time: 3442.91 ms [2020-12-02 20:08:12 main:574] : INFO : Epoch 694 | loss: 0.0310899 | val_loss: 0.0312106 | Time: 3479.7 ms [2020-12-02 20:08:15 main:574] : INFO : Epoch 695 | loss: 0.0310943 | val_loss: 0.0312214 | Time: 3597.21 ms [2020-12-02 20:08:19 main:574] : INFO : Epoch 696 | loss: 0.0310881 | val_loss: 0.0312062 | Time: 3338.22 ms [2020-12-02 20:08:22 main:574] : INFO : Epoch 697 | loss: 0.0310863 | val_loss: 0.0312199 | Time: 3615.96 ms [2020-12-02 20:08:26 main:574] : INFO : Epoch 698 | loss: 0.0310863 | val_loss: 0.0312171 | Time: 3585.88 ms [2020-12-02 20:08:29 main:574] : INFO : Epoch 699 | loss: 0.0310867 | val_loss: 0.0312156 | Time: 3322.38 ms [2020-12-02 20:08:33 main:574] : INFO : Epoch 700 | loss: 0.0310838 | val_loss: 0.0312054 | Time: 3525.93 ms [2020-12-02 20:08:37 main:574] : INFO : Epoch 701 | loss: 0.0310931 | val_loss: 0.0312419 | Time: 3570.6 ms [2020-12-02 20:08:40 main:574] : INFO : Epoch 702 | loss: 0.0310933 | val_loss: 0.0312229 | Time: 3461.27 ms [2020-12-02 20:08:44 main:574] : INFO : Epoch 703 | loss: 0.0310918 | val_loss: 0.0312044 | Time: 4038.52 ms [2020-12-02 20:08:48 main:574] : INFO : Epoch 704 | loss: 0.0310867 | val_loss: 0.0312234 | Time: 3860.72 ms [2020-12-02 20:08:53 main:574] : INFO : Epoch 705 | loss: 0.0310871 | val_loss: 0.0312166 | Time: 4172.93 ms [2020-12-02 20:08:57 main:574] : INFO : Epoch 706 | loss: 0.0310858 | val_loss: 0.0312254 | Time: 4020.78 ms [2020-12-02 20:09:01 main:574] : INFO : Epoch 707 | loss: 0.0310822 | val_loss: 0.0312108 | Time: 3980.86 ms [2020-12-02 20:09:05 main:574] : INFO : Epoch 708 | loss: 0.0310843 | val_loss: 0.0312238 | Time: 3659.21 ms [2020-12-02 20:09:08 main:574] : INFO : Epoch 709 | loss: 0.0310854 | val_loss: 0.031225 | Time: 3436.56 ms [2020-12-02 20:09:12 main:574] : INFO : Epoch 710 | loss: 0.0310832 | val_loss: 0.0312247 | Time: 3563.56 ms [2020-12-02 20:09:16 main:574] : INFO : Epoch 711 | loss: 0.0310813 | val_loss: 0.031211 | Time: 3944.01 ms [2020-12-02 20:09:19 main:574] : INFO : Epoch 712 | loss: 0.0310792 | val_loss: 0.0312359 | Time: 3430.62 ms [2020-12-02 20:09:23 main:574] : INFO : Epoch 713 | loss: 0.0310836 | val_loss: 0.0312262 | Time: 3538.6 ms [2020-12-02 20:09:27 main:574] : INFO : Epoch 714 | loss: 0.0310856 | val_loss: 0.0312278 | Time: 3676.37 ms [2020-12-02 20:09:30 main:574] : INFO : Epoch 715 | loss: 0.0310884 | val_loss: 0.0312236 | Time: 3451.66 ms [2020-12-02 20:09:34 main:574] : INFO : Epoch 716 | loss: 0.0310863 | val_loss: 0.031207 | Time: 3571.23 ms [2020-12-02 20:09:38 main:574] : INFO : Epoch 717 | loss: 0.0310918 | val_loss: 0.0312026 | Time: 3947.95 ms [2020-12-02 20:09:41 main:574] : INFO : Epoch 718 | loss: 0.0310894 | val_loss: 0.031212 | Time: 3426.14 ms [2020-12-02 20:09:45 main:574] : INFO : Epoch 719 | loss: 0.0310878 | val_loss: 0.0312257 | Time: 3968.99 ms [2020-12-02 20:09:49 main:574] : INFO : Epoch 720 | loss: 0.0310861 | val_loss: 0.0312091 | Time: 3383.4 ms [2020-12-02 20:09:53 main:574] : INFO : Epoch 721 | loss: 0.0310929 | val_loss: 0.0312292 | Time: 3761.72 ms [2020-12-02 20:09:56 main:574] : INFO : Epoch 722 | loss: 0.0310831 | val_loss: 0.0312086 | Time: 3622.23 ms [2020-12-02 20:10:00 main:574] : INFO : Epoch 723 | loss: 0.0310879 | val_loss: 0.0312084 | Time: 3511.39 ms [2020-12-02 20:10:04 main:574] : INFO : Epoch 724 | loss: 0.0310803 | val_loss: 0.031217 | Time: 3570.33 ms [2020-12-02 20:10:07 main:574] : INFO : Epoch 725 | loss: 0.0310923 | val_loss: 0.0312203 | Time: 3573.51 ms [2020-12-02 20:10:11 main:574] : INFO : Epoch 726 | loss: 0.0310877 | val_loss: 0.0312249 | Time: 3406.53 ms [2020-12-02 20:10:15 main:574] : INFO : Epoch 727 | loss: 0.0310871 | val_loss: 0.0312231 | Time: 3578.01 ms [2020-12-02 20:10:18 main:574] : INFO : Epoch 728 | loss: 0.0310854 | val_loss: 0.0312191 | Time: 3453.89 ms [2020-12-02 20:10:22 main:574] : INFO : Epoch 729 | loss: 0.0310789 | val_loss: 0.031232 | Time: 3452.63 ms [2020-12-02 20:10:25 main:574] : INFO : Epoch 730 | loss: 0.0310834 | val_loss: 0.0312087 | Time: 3552.95 ms [2020-12-02 20:10:29 main:574] : INFO : Epoch 731 | loss: 0.0310953 | val_loss: 0.0312194 | Time: 3420.82 ms [2020-12-02 20:10:32 main:574] : INFO : Epoch 732 | loss: 0.0310882 | val_loss: 0.0312071 | Time: 3489.4 ms [2020-12-02 20:10:36 main:574] : INFO : Epoch 733 | loss: 0.0310843 | val_loss: 0.031221 | Time: 3585.82 ms [2020-12-02 20:10:39 main:574] : INFO : Epoch 734 | loss: 0.0310879 | val_loss: 0.0312157 | Time: 3388.89 ms [2020-12-02 20:10:43 main:574] : INFO : Epoch 735 | loss: 0.0310825 | val_loss: 0.0312345 | Time: 3574.66 ms [2020-12-02 20:10:47 main:574] : INFO : Epoch 736 | loss: 0.0310885 | val_loss: 0.0312285 | Time: 3643.71 ms [2020-12-02 20:10:50 main:574] : INFO : Epoch 737 | loss: 0.0310829 | val_loss: 0.0312219 | Time: 3556.82 ms [2020-12-02 20:10:54 main:574] : INFO : Epoch 738 | loss: 0.0310772 | val_loss: 0.0312231 | Time: 3604.01 ms [2020-12-02 20:10:58 main:574] : INFO : Epoch 739 | loss: 0.0310769 | val_loss: 0.0312208 | Time: 3605.96 ms [2020-12-02 20:11:01 main:574] : INFO : Epoch 740 | loss: 0.0310797 | val_loss: 0.0312394 | Time: 3448 ms [2020-12-02 20:11:05 main:574] : INFO : Epoch 741 | loss: 0.0310847 | val_loss: 0.0312181 | Time: 3576.16 ms [2020-12-02 20:11:09 main:574] : INFO : Epoch 742 | loss: 0.0310864 | val_loss: 0.0312299 | Time: 3434.42 ms [2020-12-02 20:11:12 main:574] : INFO : Epoch 743 | loss: 0.0310942 | val_loss: 0.0312166 | Time: 3579.7 ms [2020-12-02 20:11:16 main:574] : INFO : Epoch 744 | loss: 0.0310977 | val_loss: 0.0312174 | Time: 3661.88 ms [2020-12-02 20:11:19 main:574] : INFO : Epoch 745 | loss: 0.0310964 | val_loss: 0.0312212 | Time: 3352.47 ms [2020-12-02 20:11:23 main:574] : INFO : Epoch 746 | loss: 0.0310924 | val_loss: 0.0312077 | Time: 3531.05 ms [2020-12-02 20:11:27 main:574] : INFO : Epoch 747 | loss: 0.0310846 | val_loss: 0.0312211 | Time: 3553.21 ms [2020-12-02 20:11:30 main:574] : INFO : Epoch 748 | loss: 0.0310724 | val_loss: 0.0312242 | Time: 3429.75 ms [2020-12-02 20:11:34 main:574] : INFO : Epoch 749 | loss: 0.0310752 | val_loss: 0.0312217 | Time: 3575.45 ms [2020-12-02 20:11:37 main:574] : INFO : Epoch 750 | loss: 0.0310979 | val_loss: 0.0312154 | Time: 3496.09 ms [2020-12-02 20:11:41 main:574] : INFO : Epoch 751 | loss: 0.0310959 | val_loss: 0.0312147 | Time: 3346.52 ms [2020-12-02 20:11:44 main:574] : INFO : Epoch 752 | loss: 0.0310911 | val_loss: 0.0312038 | Time: 3544.04 ms [2020-12-02 20:11:48 main:574] : INFO : Epoch 753 | loss: 0.0311005 | val_loss: 0.0312159 | Time: 3532.97 ms [2020-12-02 20:11:52 main:574] : INFO : Epoch 754 | loss: 0.0310894 | val_loss: 0.0312227 | Time: 3433.25 ms [2020-12-02 20:11:55 main:574] : INFO : Epoch 755 | loss: 0.0310898 | val_loss: 0.0312164 | Time: 3613.57 ms [2020-12-02 20:11:59 main:574] : INFO : Epoch 756 | loss: 0.0310883 | val_loss: 0.0312081 | Time: 3342.61 ms [2020-12-02 20:12:02 main:574] : INFO : Epoch 757 | loss: 0.0310831 | val_loss: 0.0312038 | Time: 3501.45 ms [2020-12-02 20:12:06 main:574] : INFO : Epoch 758 | loss: 0.0310944 | val_loss: 0.031219 | Time: 3499.14 ms [2020-12-02 20:12:09 main:574] : INFO : Epoch 759 | loss: 0.0310891 | val_loss: 0.0312063 | Time: 3362.8 ms [2020-12-02 20:12:13 main:574] : INFO : Epoch 760 | loss: 0.0310903 | val_loss: 0.0312154 | Time: 3603.7 ms [2020-12-02 20:12:17 main:574] : INFO : Epoch 761 | loss: 0.0310872 | val_loss: 0.0312196 | Time: 3500.78 ms [2020-12-02 20:12:20 main:574] : INFO : Epoch 762 | loss: 0.0310823 | val_loss: 0.0312183 | Time: 3517.16 ms [2020-12-02 20:12:24 main:574] : INFO : Epoch 763 | loss: 0.0310811 | val_loss: 0.031218 | Time: 3619.55 ms [2020-12-02 20:12:28 main:574] : INFO : Epoch 764 | loss: 0.0310785 | val_loss: 0.0312248 | Time: 3593.91 ms [2020-12-02 20:12:31 main:574] : INFO : Epoch 765 | loss: 0.0310762 | val_loss: 0.0312303 | Time: 3423.16 ms [2020-12-02 20:12:35 main:574] : INFO : Epoch 766 | loss: 0.0310774 | val_loss: 0.0312166 | Time: 3604.34 ms [2020-12-02 20:12:38 main:574] : INFO : Epoch 767 | loss: 0.0310857 | val_loss: 0.0312286 | Time: 3564.76 ms [2020-12-02 20:12:42 main:574] : INFO : Epoch 768 | loss: 0.0310904 | val_loss: 0.0312094 | Time: 3533.77 ms [2020-12-02 20:12:46 main:574] : INFO : Epoch 769 | loss: 0.0310917 | val_loss: 0.031221 | Time: 3595.37 ms [2020-12-02 20:12:49 main:574] : INFO : Epoch 770 | loss: 0.0310854 | val_loss: 0.0312079 | Time: 3301.65 ms [2020-12-02 20:12:53 main:574] : INFO : Epoch 771 | loss: 0.0310908 | val_loss: 0.0312117 | Time: 3611.85 ms [2020-12-02 20:12:57 main:574] : INFO : Epoch 772 | loss: 0.0310835 | val_loss: 0.0312092 | Time: 3657.62 ms [2020-12-02 20:13:01 main:574] : INFO : Epoch 773 | loss: 0.0310845 | val_loss: 0.0312208 | Time: 3907.34 ms [2020-12-02 20:13:04 main:574] : INFO : Epoch 774 | loss: 0.0310807 | val_loss: 0.0312269 | Time: 3636.99 ms [2020-12-02 20:13:08 main:574] : INFO : Epoch 775 | loss: 0.0310813 | val_loss: 0.0312353 | Time: 3686.79 ms [2020-12-02 20:13:12 main:574] : INFO : Epoch 776 | loss: 0.0310813 | val_loss: 0.0312275 | Time: 3464.84 ms [2020-12-02 20:13:15 main:574] : INFO : Epoch 777 | loss: 0.0310812 | val_loss: 0.0312134 | Time: 3511.89 ms [2020-12-02 20:13:19 main:574] : INFO : Epoch 778 | loss: 0.0310846 | val_loss: 0.0312153 | Time: 3423.25 ms [2020-12-02 20:13:22 main:574] : INFO : Epoch 779 | loss: 0.0310822 | val_loss: 0.0312095 | Time: 3473.05 ms [2020-12-02 20:13:26 main:574] : INFO : Epoch 780 | loss: 0.0310792 | val_loss: 0.0312294 | Time: 3629.77 ms [2020-12-02 20:13:30 main:574] : INFO : Epoch 781 | loss: 0.0310765 | val_loss: 0.0312178 | Time: 3456.57 ms [2020-12-02 20:13:33 main:574] : INFO : Epoch 782 | loss: 0.031077 | val_loss: 0.0312271 | Time: 3374.17 ms [2020-12-02 20:13:37 main:574] : INFO : Epoch 783 | loss: 0.0310753 | val_loss: 0.0312248 | Time: 3629.44 ms [2020-12-02 20:13:40 main:574] : INFO : Epoch 784 | loss: 0.0310772 | val_loss: 0.0312337 | Time: 3473.97 ms [2020-12-02 20:13:44 main:574] : INFO : Epoch 785 | loss: 0.0310753 | val_loss: 0.0312081 | Time: 3537.35 ms [2020-12-02 20:13:48 main:574] : INFO : Epoch 786 | loss: 0.0310735 | val_loss: 0.0312304 | Time: 3690.47 ms [2020-12-02 20:13:52 main:574] : INFO : Epoch 787 | loss: 0.0310952 | val_loss: 0.0312176 | Time: 3899.53 ms [2020-12-02 20:13:55 main:574] : INFO : Epoch 788 | loss: 0.0310858 | val_loss: 0.0312149 | Time: 3549.03 ms [2020-12-02 20:13:59 main:574] : INFO : Epoch 789 | loss: 0.0310875 | val_loss: 0.031232 | Time: 3371.02 ms [2020-12-02 20:14:02 main:574] : INFO : Epoch 790 | loss: 0.0311052 | val_loss: 0.0311959 | Time: 3543.49 ms [2020-12-02 20:14:06 main:574] : INFO : Epoch 791 | loss: 0.0311088 | val_loss: 0.0312283 | Time: 3540.77 ms [2020-12-02 20:14:09 main:574] : INFO : Epoch 792 | loss: 0.0310911 | val_loss: 0.0312174 | Time: 3405.66 ms [2020-12-02 20:14:13 main:574] : INFO : Epoch 793 | loss: 0.0310808 | val_loss: 0.0312225 | Time: 3584.88 ms [2020-12-02 20:14:17 main:574] : INFO : Epoch 794 | loss: 0.0310855 | val_loss: 0.0312067 | Time: 3529.39 ms [2020-12-02 20:14:20 main:574] : INFO : Epoch 795 | loss: 0.031084 | val_loss: 0.0312369 | Time: 3422.2 ms [2020-12-02 20:14:24 main:574] : INFO : Epoch 796 | loss: 0.0310806 | val_loss: 0.0312276 | Time: 3571.32 ms [2020-12-02 20:14:28 main:574] : INFO : Epoch 797 | loss: 0.0310825 | val_loss: 0.0312148 | Time: 3586.85 ms [2020-12-02 20:14:31 main:574] : INFO : Epoch 798 | loss: 0.0310785 | val_loss: 0.0312146 | Time: 3410.49 ms [2020-12-02 20:14:35 main:574] : INFO : Epoch 799 | loss: 0.0310948 | val_loss: 0.0312127 | Time: 3518.65 ms [2020-12-02 20:14:38 main:574] : INFO : Epoch 800 | loss: 0.0310983 | val_loss: 0.0312361 | Time: 3593.27 ms [2020-12-02 20:14:42 main:574] : INFO : Epoch 801 | loss: 0.0310918 | val_loss: 0.0312107 | Time: 3503.3 ms [2020-12-02 20:14:46 main:574] : INFO : Epoch 802 | loss: 0.0310992 | val_loss: 0.0312191 | Time: 3611.41 ms [2020-12-02 20:14:49 main:574] : INFO : Epoch 803 | loss: 0.031101 | val_loss: 0.0312084 | Time: 3399.72 ms [2020-12-02 20:14:53 main:574] : INFO : Epoch 804 | loss: 0.0310974 | val_loss: 0.0312057 | Time: 3727.7 ms [2020-12-02 20:14:57 main:574] : INFO : Epoch 805 | loss: 0.0310897 | val_loss: 0.0312233 | Time: 3536.1 ms [2020-12-02 20:15:00 main:574] : INFO : Epoch 806 | loss: 0.0311002 | val_loss: 0.0312162 | Time: 3468.9 ms [2020-12-02 20:15:04 main:574] : INFO : Epoch 807 | loss: 0.0310883 | val_loss: 0.0312194 | Time: 4001.55 ms [2020-12-02 20:15:08 main:574] : INFO : Epoch 808 | loss: 0.0310853 | val_loss: 0.0312367 | Time: 3676.02 ms [2020-12-02 20:15:12 main:574] : INFO : Epoch 809 | loss: 0.0310791 | val_loss: 0.0312388 | Time: 3351.8 ms [2020-12-02 20:15:15 main:574] : INFO : Epoch 810 | loss: 0.0310752 | val_loss: 0.0312156 | Time: 3579.76 ms [2020-12-02 20:15:19 main:574] : INFO : Epoch 811 | loss: 0.0310729 | val_loss: 0.0312323 | Time: 3427.22 ms [2020-12-02 20:15:22 main:574] : INFO : Epoch 812 | loss: 0.0310776 | val_loss: 0.0312177 | Time: 3439.47 ms [2020-12-02 20:15:26 main:574] : INFO : Epoch 813 | loss: 0.0310796 | val_loss: 0.0312137 | Time: 3549.92 ms [2020-12-02 20:15:29 main:574] : INFO : Epoch 814 | loss: 0.0310815 | val_loss: 0.03124 | Time: 3399.17 ms [2020-12-02 20:15:33 main:574] : INFO : Epoch 815 | loss: 0.0310796 | val_loss: 0.031218 | Time: 3495.53 ms [2020-12-02 20:15:36 main:574] : INFO : Epoch 816 | loss: 0.0310813 | val_loss: 0.0312257 | Time: 3571.44 ms [2020-12-02 20:15:40 main:574] : INFO : Epoch 817 | loss: 0.0311025 | val_loss: 0.0312031 | Time: 3353.6 ms [2020-12-02 20:15:44 main:574] : INFO : Epoch 818 | loss: 0.0311528 | val_loss: 0.0311961 | Time: 3561.5 ms [2020-12-02 20:15:47 main:574] : INFO : Epoch 819 | loss: 0.0311413 | val_loss: 0.0311967 | Time: 3586.41 ms [2020-12-02 20:15:51 main:574] : INFO : Epoch 820 | loss: 0.0311256 | val_loss: 0.0312133 | Time: 3502.82 ms [2020-12-02 20:15:55 main:574] : INFO : Epoch 821 | loss: 0.0311099 | val_loss: 0.031204 | Time: 3625.27 ms [2020-12-02 20:15:58 main:574] : INFO : Epoch 822 | loss: 0.0311013 | val_loss: 0.0312055 | Time: 3661.35 ms [2020-12-02 20:16:02 main:574] : INFO : Epoch 823 | loss: 0.0310928 | val_loss: 0.0312247 | Time: 3406.62 ms [2020-12-02 20:16:06 main:574] : INFO : Epoch 824 | loss: 0.0310827 | val_loss: 0.0312195 | Time: 3612.97 ms [2020-12-02 20:16:09 main:574] : INFO : Epoch 825 | loss: 0.0310822 | val_loss: 0.0312361 | Time: 3444.15 ms [2020-12-02 20:16:13 main:574] : INFO : Epoch 826 | loss: 0.0311102 | val_loss: 0.0311926 | Time: 3736.38 ms [2020-12-02 20:16:16 main:574] : INFO : Epoch 827 | loss: 0.0311365 | val_loss: 0.0311876 | Time: 3546.58 ms [2020-12-02 20:16:20 main:574] : INFO : Epoch 828 | loss: 0.031122 | val_loss: 0.0312046 | Time: 3363.85 ms [2020-12-02 20:16:24 main:574] : INFO : Epoch 829 | loss: 0.0311107 | val_loss: 0.0312083 | Time: 3595.77 ms [2020-12-02 20:16:27 main:574] : INFO : Epoch 830 | loss: 0.0311048 | val_loss: 0.0312164 | Time: 3557.8 ms [2020-12-02 20:16:31 main:574] : INFO : Epoch 831 | loss: 0.0311059 | val_loss: 0.0312191 | Time: 3465.31 ms [2020-12-02 20:16:34 main:574] : INFO : Epoch 832 | loss: 0.0311018 | val_loss: 0.0312133 | Time: 3614.57 ms [2020-12-02 20:16:38 main:574] : INFO : Epoch 833 | loss: 0.0310913 | val_loss: 0.0312358 | Time: 3556.41 ms [2020-12-02 20:16:42 main:574] : INFO : Epoch 834 | loss: 0.0310815 | val_loss: 0.0312296 | Time: 3410.02 ms [2020-12-02 20:16:45 main:574] : INFO : Epoch 835 | loss: 0.0310865 | val_loss: 0.0312339 | Time: 3601.9 ms [2020-12-02 20:16:49 main:574] : INFO : Epoch 836 | loss: 0.0311005 | val_loss: 0.031203 | Time: 3459.28 ms [2020-12-02 20:16:52 main:574] : INFO : Epoch 837 | loss: 0.0311797 | val_loss: 0.03119 | Time: 3422.51 ms [2020-12-02 20:16:56 main:574] : INFO : Epoch 838 | loss: 0.0311725 | val_loss: 0.0311883 | Time: 3606.66 ms [2020-12-02 20:17:00 main:574] : INFO : Epoch 839 | loss: 0.0311662 | val_loss: 0.0311769 | Time: 3451.15 ms [2020-12-02 20:17:03 main:574] : INFO : Epoch 840 | loss: 0.0311591 | val_loss: 0.031176 | Time: 3592.95 ms [2020-12-02 20:17:07 main:574] : INFO : Epoch 841 | loss: 0.0311554 | val_loss: 0.0311769 | Time: 3540.03 ms [2020-12-02 20:17:10 main:574] : INFO : Epoch 842 | loss: 0.0311505 | val_loss: 0.0311743 | Time: 3361.95 ms [2020-12-02 20:17:14 main:574] : INFO : Epoch 843 | loss: 0.0311469 | val_loss: 0.0311752 | Time: 3581.35 ms [2020-12-02 20:17:18 main:574] : INFO : Epoch 844 | loss: 0.0311459 | val_loss: 0.0311764 | Time: 3579.74 ms [2020-12-02 20:17:21 main:574] : INFO : Epoch 845 | loss: 0.0311421 | val_loss: 0.0311807 | Time: 3392.96 ms [2020-12-02 20:17:25 main:574] : INFO : Epoch 846 | loss: 0.0311391 | val_loss: 0.0311756 | Time: 3645.46 ms [2020-12-02 20:17:29 main:574] : INFO : Epoch 847 | loss: 0.0311381 | val_loss: 0.0311753 | Time: 3581.66 ms [2020-12-02 20:17:32 main:574] : INFO : Epoch 848 | loss: 0.0311394 | val_loss: 0.0311795 | Time: 3378.28 ms [2020-12-02 20:17:36 main:574] : INFO : Epoch 849 | loss: 0.0311365 | val_loss: 0.0311828 | Time: 3648.27 ms [2020-12-02 20:17:39 main:574] : INFO : Epoch 850 | loss: 0.0311338 | val_loss: 0.0311812 | Time: 3394.08 ms [2020-12-02 20:17:43 main:574] : INFO : Epoch 851 | loss: 0.0311329 | val_loss: 0.0311804 | Time: 3566.13 ms [2020-12-02 20:17:46 main:574] : INFO : Epoch 852 | loss: 0.0311312 | val_loss: 0.0311807 | Time: 3483.45 ms [2020-12-02 20:17:50 main:574] : INFO : Epoch 853 | loss: 0.0311312 | val_loss: 0.0311869 | Time: 3375.84 ms [2020-12-02 20:17:54 main:574] : INFO : Epoch 854 | loss: 0.0311286 | val_loss: 0.0311799 | Time: 3563.2 ms [2020-12-02 20:17:57 main:574] : INFO : Epoch 855 | loss: 0.0311286 | val_loss: 0.0311834 | Time: 3584.24 ms [2020-12-02 20:18:01 main:574] : INFO : Epoch 856 | loss: 0.0311289 | val_loss: 0.0311844 | Time: 3484.76 ms [2020-12-02 20:18:04 main:574] : INFO : Epoch 857 | loss: 0.031131 | val_loss: 0.0311857 | Time: 3582.57 ms [2020-12-02 20:18:08 main:574] : INFO : Epoch 858 | loss: 0.0311288 | val_loss: 0.0311814 | Time: 3519.68 ms [2020-12-02 20:18:12 main:574] : INFO : Epoch 859 | loss: 0.0311272 | val_loss: 0.03118 | Time: 3437.34 ms [2020-12-02 20:18:15 main:574] : INFO : Epoch 860 | loss: 0.031128 | val_loss: 0.0311856 | Time: 3550.7 ms [2020-12-02 20:18:19 main:574] : INFO : Epoch 861 | loss: 0.0311275 | val_loss: 0.0311831 | Time: 3500.55 ms [2020-12-02 20:18:22 main:574] : INFO : Epoch 862 | loss: 0.0311301 | val_loss: 0.0311885 | Time: 3418.35 ms [2020-12-02 20:18:26 main:574] : INFO : Epoch 863 | loss: 0.0311282 | val_loss: 0.0311823 | Time: 3564.65 ms [2020-12-02 20:18:29 main:574] : INFO : Epoch 864 | loss: 0.0311281 | val_loss: 0.0311842 | Time: 3416.65 ms [2020-12-02 20:18:33 main:574] : INFO : Epoch 865 | loss: 0.0311262 | val_loss: 0.0311909 | Time: 3938.98 ms [2020-12-02 20:18:38 main:574] : INFO : Epoch 866 | loss: 0.0311237 | val_loss: 0.031189 | Time: 4342.81 ms [2020-12-02 20:18:42 main:574] : INFO : Epoch 867 | loss: 0.0311226 | val_loss: 0.0311858 | Time: 3511.47 ms [2020-12-02 20:18:45 main:574] : INFO : Epoch 868 | loss: 0.0311234 | val_loss: 0.0311834 | Time: 3609.99 ms [2020-12-02 20:18:49 main:574] : INFO : Epoch 869 | loss: 0.0311263 | val_loss: 0.0311847 | Time: 3464.47 ms [2020-12-02 20:18:52 main:574] : INFO : Epoch 870 | loss: 0.0311257 | val_loss: 0.0311873 | Time: 3392.26 ms [2020-12-02 20:18:56 main:574] : INFO : Epoch 871 | loss: 0.0311286 | val_loss: 0.0311824 | Time: 3646.83 ms [2020-12-02 20:18:59 main:574] : INFO : Epoch 872 | loss: 0.0311255 | val_loss: 0.0311904 | Time: 3403.18 ms [2020-12-02 20:19:03 main:574] : INFO : Epoch 873 | loss: 0.0311224 | val_loss: 0.0311977 | Time: 3543.12 ms [2020-12-02 20:19:07 main:574] : INFO : Epoch 874 | loss: 0.0311246 | val_loss: 0.0311915 | Time: 3557.58 ms [2020-12-02 20:19:10 main:574] : INFO : Epoch 875 | loss: 0.0311252 | val_loss: 0.0311871 | Time: 3376.99 ms [2020-12-02 20:19:14 main:574] : INFO : Epoch 876 | loss: 0.0311265 | val_loss: 0.0311887 | Time: 3551.35 ms [2020-12-02 20:19:18 main:574] : INFO : Epoch 877 | loss: 0.0311252 | val_loss: 0.0311895 | Time: 3644.62 ms [2020-12-02 20:19:21 main:574] : INFO : Epoch 878 | loss: 0.031124 | val_loss: 0.0311884 | Time: 3353.1 ms [2020-12-02 20:19:25 main:574] : INFO : Epoch 879 | loss: 0.0311226 | val_loss: 0.0311897 | Time: 3560.07 ms [2020-12-02 20:19:28 main:574] : INFO : Epoch 880 | loss: 0.0311213 | val_loss: 0.0311917 | Time: 3617.96 ms [2020-12-02 20:19:32 main:574] : INFO : Epoch 881 | loss: 0.0311202 | val_loss: 0.0311964 | Time: 3465.76 ms [2020-12-02 20:19:36 main:574] : INFO : Epoch 882 | loss: 0.0311197 | val_loss: 0.0311907 | Time: 3583.35 ms [2020-12-02 20:19:39 main:574] : INFO : Epoch 883 | loss: 0.031121 | val_loss: 0.0311959 | Time: 3448.39 ms [2020-12-02 20:19:43 main:574] : INFO : Epoch 884 | loss: 0.0311223 | val_loss: 0.0311905 | Time: 3422.38 ms [2020-12-02 20:19:46 main:574] : INFO : Epoch 885 | loss: 0.0311203 | val_loss: 0.0311878 | Time: 3591.75 ms [2020-12-02 20:19:50 main:574] : INFO : Epoch 886 | loss: 0.0311162 | val_loss: 0.0311945 | Time: 3331.82 ms [2020-12-02 20:19:53 main:574] : INFO : Epoch 887 | loss: 0.0311195 | val_loss: 0.0311901 | Time: 3634.99 ms [2020-12-02 20:19:57 main:574] : INFO : Epoch 888 | loss: 0.0311252 | val_loss: 0.031197 | Time: 3585.55 ms [2020-12-02 20:20:01 main:574] : INFO : Epoch 889 | loss: 0.0311244 | val_loss: 0.0311907 | Time: 3813.31 ms [2020-12-02 20:20:05 main:574] : INFO : Epoch 890 | loss: 0.0311236 | val_loss: 0.0311884 | Time: 3533.91 ms [2020-12-02 20:20:08 main:574] : INFO : Epoch 891 | loss: 0.031118 | val_loss: 0.0311886 | Time: 3613.7 ms [2020-12-02 20:20:12 main:574] : INFO : Epoch 892 | loss: 0.0311204 | val_loss: 0.0311918 | Time: 3399.74 ms [2020-12-02 20:20:16 main:574] : INFO : Epoch 893 | loss: 0.031117 | val_loss: 0.0311956 | Time: 3656.18 ms [2020-12-02 20:20:19 main:574] : INFO : Epoch 894 | loss: 0.0311155 | val_loss: 0.0311978 | Time: 3553 ms [2020-12-02 20:20:23 main:574] : INFO : Epoch 895 | loss: 0.0311117 | val_loss: 0.0312016 | Time: 3382.22 ms [2020-12-02 20:20:27 main:574] : INFO : Epoch 896 | loss: 0.031112 | val_loss: 0.0311957 | Time: 3698.83 ms [2020-12-02 20:20:30 main:574] : INFO : Epoch 897 | loss: 0.0311165 | val_loss: 0.0311918 | Time: 3556.3 ms [2020-12-02 20:20:34 main:574] : INFO : Epoch 898 | loss: 0.0311229 | val_loss: 0.0311924 | Time: 3509.68 ms [2020-12-02 20:20:37 main:574] : INFO : Epoch 899 | loss: 0.0311222 | val_loss: 0.0311881 | Time: 3549.52 ms [2020-12-02 20:20:41 main:574] : INFO : Epoch 900 | loss: 0.0311436 | val_loss: 0.0311883 | Time: 3385.45 ms [2020-12-02 20:20:45 main:574] : INFO : Epoch 901 | loss: 0.0311394 | val_loss: 0.0311899 | Time: 3643.09 ms [2020-12-02 20:20:48 main:574] : INFO : Epoch 902 | loss: 0.0311321 | val_loss: 0.0311847 | Time: 3673.1 ms [2020-12-02 20:20:52 main:574] : INFO : Epoch 903 | loss: 0.0311245 | val_loss: 0.0311903 | Time: 3512.23 ms [2020-12-02 20:20:55 main:574] : INFO : Epoch 904 | loss: 0.0311525 | val_loss: 0.0311797 | Time: 3458.68 ms [2020-12-02 20:20:59 main:574] : INFO : Epoch 905 | loss: 0.0311559 | val_loss: 0.0311736 | Time: 3597.67 ms [2020-12-02 20:21:03 main:574] : INFO : Epoch 906 | loss: 0.0311469 | val_loss: 0.0311707 | Time: 3516.61 ms [2020-12-02 20:21:06 main:574] : INFO : Epoch 907 | loss: 0.0311388 | val_loss: 0.0311794 | Time: 3561.97 ms [2020-12-02 20:21:10 main:574] : INFO : Epoch 908 | loss: 0.0311318 | val_loss: 0.0311829 | Time: 3624.03 ms [2020-12-02 20:21:13 main:574] : INFO : Epoch 909 | loss: 0.0311293 | val_loss: 0.0311971 | Time: 3381.39 ms [2020-12-02 20:21:17 main:574] : INFO : Epoch 910 | loss: 0.0311281 | val_loss: 0.0311914 | Time: 3546.92 ms [2020-12-02 20:21:21 main:574] : INFO : Epoch 911 | loss: 0.0311281 | val_loss: 0.0311934 | Time: 3430.03 ms [2020-12-02 20:21:24 main:574] : INFO : Epoch 912 | loss: 0.0311427 | val_loss: 0.0311801 | Time: 3446.46 ms [2020-12-02 20:21:28 main:574] : INFO : Epoch 913 | loss: 0.0311367 | val_loss: 0.0311933 | Time: 3521.03 ms [2020-12-02 20:21:31 main:574] : INFO : Epoch 914 | loss: 0.0311305 | val_loss: 0.0311835 | Time: 3418.58 ms [2020-12-02 20:21:35 main:574] : INFO : Epoch 915 | loss: 0.0311286 | val_loss: 0.0311858 | Time: 3512.38 ms [2020-12-02 20:21:38 main:574] : INFO : Epoch 916 | loss: 0.0311264 | val_loss: 0.0311869 | Time: 3578.24 ms [2020-12-02 20:21:42 main:574] : INFO : Epoch 917 | loss: 0.0311232 | val_loss: 0.0311911 | Time: 3450.88 ms [2020-12-02 20:21:46 main:574] : INFO : Epoch 918 | loss: 0.0311208 | val_loss: 0.0311906 | Time: 3476.12 ms [2020-12-02 20:21:49 main:574] : INFO : Epoch 919 | loss: 0.0311168 | val_loss: 0.0311824 | Time: 3567.46 ms [2020-12-02 20:21:53 main:574] : INFO : Epoch 920 | loss: 0.0311145 | val_loss: 0.0311879 | Time: 3549.87 ms [2020-12-02 20:21:57 main:574] : INFO : Epoch 921 | loss: 0.0311124 | val_loss: 0.031197 | Time: 3648.2 ms [2020-12-02 20:22:00 main:574] : INFO : Epoch 922 | loss: 0.0311168 | val_loss: 0.0311876 | Time: 3640.5 ms [2020-12-02 20:22:04 main:574] : INFO : Epoch 923 | loss: 0.0311229 | val_loss: 0.0311907 | Time: 3502.01 ms [2020-12-02 20:22:08 main:574] : INFO : Epoch 924 | loss: 0.0311229 | val_loss: 0.0311986 | Time: 3566.28 ms [2020-12-02 20:22:11 main:574] : INFO : Epoch 925 | loss: 0.0311173 | val_loss: 0.0311873 | Time: 3396.69 ms [2020-12-02 20:22:15 main:574] : INFO : Epoch 926 | loss: 0.0311157 | val_loss: 0.0312005 | Time: 3588.02 ms [2020-12-02 20:22:19 main:574] : INFO : Epoch 927 | loss: 0.0311178 | val_loss: 0.0311955 | Time: 3601.31 ms [2020-12-02 20:22:22 main:574] : INFO : Epoch 928 | loss: 0.0311174 | val_loss: 0.0311921 | Time: 3488.9 ms [2020-12-02 20:22:26 main:574] : INFO : Epoch 929 | loss: 0.0311209 | val_loss: 0.0311895 | Time: 3585.43 ms [2020-12-02 20:22:29 main:574] : INFO : Epoch 930 | loss: 0.0311145 | val_loss: 0.0311905 | Time: 3565.71 ms [2020-12-02 20:22:33 main:574] : INFO : Epoch 931 | loss: 0.0311134 | val_loss: 0.0311991 | Time: 3448.91 ms [2020-12-02 20:22:37 main:574] : INFO : Epoch 932 | loss: 0.0311112 | val_loss: 0.0311871 | Time: 3529.82 ms [2020-12-02 20:22:40 main:574] : INFO : Epoch 933 | loss: 0.0311125 | val_loss: 0.0311992 | Time: 3601.86 ms [2020-12-02 20:22:44 main:574] : INFO : Epoch 934 | loss: 0.0311124 | val_loss: 0.0312009 | Time: 3386.8 ms [2020-12-02 20:22:47 main:574] : INFO : Epoch 935 | loss: 0.0311067 | val_loss: 0.031187 | Time: 3643.14 ms [2020-12-02 20:22:51 main:574] : INFO : Epoch 936 | loss: 0.0311086 | val_loss: 0.0312105 | Time: 3445.44 ms [2020-12-02 20:22:55 main:574] : INFO : Epoch 937 | loss: 0.031113 | val_loss: 0.0311942 | Time: 3548.55 ms [2020-12-02 20:22:58 main:574] : INFO : Epoch 938 | loss: 0.0311171 | val_loss: 0.0311986 | Time: 3552 ms [2020-12-02 20:23:02 main:574] : INFO : Epoch 939 | loss: 0.0311103 | val_loss: 0.0311938 | Time: 3400.49 ms [2020-12-02 20:23:05 main:574] : INFO : Epoch 940 | loss: 0.0311105 | val_loss: 0.0311955 | Time: 3610.12 ms [2020-12-02 20:23:09 main:574] : INFO : Epoch 941 | loss: 0.0311079 | val_loss: 0.0312086 | Time: 3496.31 ms [2020-12-02 20:23:13 main:574] : INFO : Epoch 942 | loss: 0.0311074 | val_loss: 0.0312038 | Time: 3490.11 ms [2020-12-02 20:23:16 main:574] : INFO : Epoch 943 | loss: 0.031112 | val_loss: 0.0311972 | Time: 3644.95 ms [2020-12-02 20:23:20 main:574] : INFO : Epoch 944 | loss: 0.0311101 | val_loss: 0.0312054 | Time: 3509.55 ms [2020-12-02 20:23:23 main:574] : INFO : Epoch 945 | loss: 0.0311101 | val_loss: 0.0311986 | Time: 3157.71 ms [2020-12-02 20:23:27 main:574] : INFO : Epoch 946 | loss: 0.0311067 | val_loss: 0.0311993 | Time: 3707.8 ms [2020-12-02 20:23:31 main:574] : INFO : Epoch 947 | loss: 0.0311113 | val_loss: 0.0311882 | Time: 3612.45 ms [2020-12-02 20:23:34 main:574] : INFO : Epoch 948 | loss: 0.0311108 | val_loss: 0.0312025 | Time: 3400.9 ms [2020-12-02 20:23:38 main:574] : INFO : Epoch 949 | loss: 0.031118 | val_loss: 0.0311945 | Time: 3630.88 ms [2020-12-02 20:23:42 main:574] : INFO : Epoch 950 | loss: 0.0311218 | val_loss: 0.0311909 | Time: 3526.85 ms [2020-12-02 20:23:45 main:574] : INFO : Epoch 951 | loss: 0.0311167 | val_loss: 0.0312024 | Time: 3390.65 ms [2020-12-02 20:23:49 main:574] : INFO : Epoch 952 | loss: 0.0311151 | val_loss: 0.0312 | Time: 3550.01 ms [2020-12-02 20:23:52 main:574] : INFO : Epoch 953 | loss: 0.0311153 | val_loss: 0.0311935 | Time: 3495.51 ms [2020-12-02 20:23:56 main:574] : INFO : Epoch 954 | loss: 0.0311159 | val_loss: 0.0312003 | Time: 3436 ms [2020-12-02 20:23:59 main:574] : INFO : Epoch 955 | loss: 0.0311155 | val_loss: 0.03119 | Time: 3535.11 ms [2020-12-02 20:24:03 main:574] : INFO : Epoch 956 | loss: 0.0311243 | val_loss: 0.0311907 | Time: 3426.11 ms [2020-12-02 20:24:06 main:574] : INFO : Epoch 957 | loss: 0.0311278 | val_loss: 0.031194 | Time: 3520.52 ms [2020-12-02 20:24:10 main:574] : INFO : Epoch 958 | loss: 0.0311154 | val_loss: 0.0311955 | Time: 3587.59 ms [2020-12-02 20:24:14 main:574] : INFO : Epoch 959 | loss: 0.0311121 | val_loss: 0.031194 | Time: 3483.75 ms [2020-12-02 20:24:18 main:574] : INFO : Epoch 960 | loss: 0.0311087 | val_loss: 0.0311946 | Time: 3724.25 ms [2020-12-02 20:24:21 main:574] : INFO : Epoch 961 | loss: 0.0311184 | val_loss: 0.0312063 | Time: 3743.76 ms [2020-12-02 20:24:25 main:574] : INFO : Epoch 962 | loss: 0.0311187 | val_loss: 0.0311871 | Time: 3500.53 ms [2020-12-02 20:24:29 main:574] : INFO : Epoch 963 | loss: 0.0311075 | val_loss: 0.0311987 | Time: 3583.35 ms [2020-12-02 20:24:32 main:574] : INFO : Epoch 964 | loss: 0.031106 | val_loss: 0.0311931 | Time: 3552.37 ms [2020-12-02 20:24:36 main:574] : INFO : Epoch 965 | loss: 0.0311132 | val_loss: 0.0312038 | Time: 3408.39 ms [2020-12-02 20:24:39 main:574] : INFO : Epoch 966 | loss: 0.0311168 | val_loss: 0.0311991 | Time: 3604.77 ms [2020-12-02 20:24:43 main:574] : INFO : Epoch 967 | loss: 0.0311127 | val_loss: 0.031195 | Time: 3440.75 ms [2020-12-02 20:24:46 main:574] : INFO : Epoch 968 | loss: 0.0311041 | val_loss: 0.031201 | Time: 3506.32 ms [2020-12-02 20:24:50 main:574] : INFO : Epoch 969 | loss: 0.0311039 | val_loss: 0.03121 | Time: 3550.4 ms [2020-12-02 20:24:54 main:574] : INFO : Epoch 970 | loss: 0.0311055 | val_loss: 0.0311927 | Time: 3464.4 ms [2020-12-02 20:24:58 main:574] : INFO : Epoch 971 | loss: 0.0311064 | val_loss: 0.0312113 | Time: 3691.7 ms [2020-12-02 20:25:01 main:574] : INFO : Epoch 972 | loss: 0.0311138 | val_loss: 0.0311886 | Time: 3732.71 ms [2020-12-02 20:25:05 main:574] : INFO : Epoch 973 | loss: 0.0311135 | val_loss: 0.0311979 | Time: 3317.34 ms [2020-12-02 20:25:08 main:574] : INFO : Epoch 974 | loss: 0.0311131 | val_loss: 0.031192 | Time: 3537.42 ms [2020-12-02 20:25:12 main:574] : INFO : Epoch 975 | loss: 0.0311342 | val_loss: 0.0313693 | Time: 3640.48 ms [2020-12-02 20:25:16 main:574] : INFO : Epoch 976 | loss: nan | val_loss: nan | Time: 3372.82 ms [2020-12-02 20:25:19 main:574] : INFO : Epoch 977 | loss: nan | val_loss: nan | Time: 3623.05 ms [2020-12-02 20:25:23 main:574] : INFO : Epoch 978 | loss: nan | val_loss: nan | Time: 3362.06 ms [2020-12-02 20:25:26 main:574] : INFO : Epoch 979 | loss: nan | val_loss: nan | Time: 3476.55 ms [2020-12-02 20:25:30 main:574] : INFO : Epoch 980 | loss: nan | val_loss: nan | Time: 3558.7 ms [2020-12-02 20:25:33 main:574] : INFO : Epoch 981 | loss: nan | val_loss: nan | Time: 3347.9 ms [2020-12-02 20:25:37 main:574] : INFO : Epoch 982 | loss: nan | val_loss: nan | Time: 3592.38 ms [2020-12-02 20:25:41 main:574] : INFO : Epoch 983 | loss: nan | val_loss: nan | Time: 3552.86 ms [2020-12-02 20:25:44 main:574] : INFO : Epoch 984 | loss: nan | val_loss: nan | Time: 3368.99 ms [2020-12-02 20:25:48 main:574] : INFO : Epoch 985 | loss: nan | val_loss: nan | Time: 3619.31 ms [2020-12-02 20:25:51 main:574] : INFO : Epoch 986 | loss: nan | val_loss: nan | Time: 3569.69 ms [2020-12-02 20:25:55 main:574] : INFO : Epoch 987 | loss: nan | val_loss: nan | Time: 3422.53 ms [2020-12-02 20:25:59 main:574] : INFO : Epoch 988 | loss: nan | val_loss: nan | Time: 3561.8 ms [2020-12-02 20:26:02 main:574] : INFO : Epoch 989 | loss: nan | val_loss: nan | Time: 3578.85 ms [2020-12-02 20:26:06 main:574] : INFO : Epoch 990 | loss: nan | val_loss: nan | Time: 3335.53 ms [2020-12-02 20:26:09 main:574] : INFO : Epoch 991 | loss: nan | val_loss: nan | Time: 3550.48 ms [2020-12-02 20:26:13 main:574] : INFO : Epoch 992 | loss: nan | val_loss: nan | Time: 3439.53 ms [2020-12-02 20:26:16 main:574] : INFO : Epoch 993 | loss: nan | val_loss: nan | Time: 3490.05 ms [2020-12-02 20:26:20 main:574] : INFO : Epoch 994 | loss: nan | val_loss: nan | Time: 3634.81 ms [2020-12-02 20:26:24 main:574] : INFO : Epoch 995 | loss: nan | val_loss: nan | Time: 3324.6 ms [2020-12-02 20:26:27 main:574] : INFO : Epoch 996 | loss: nan | val_loss: nan | Time: 3640.14 ms [2020-12-02 20:26:31 main:574] : INFO : Epoch 997 | loss: nan | val_loss: nan | Time: 3467.86 ms [2020-12-02 20:26:34 main:574] : INFO : Epoch 998 | loss: nan | val_loss: nan | Time: 3449.46 ms [2020-12-02 20:26:38 main:574] : INFO : Epoch 999 | loss: nan | val_loss: nan | Time: 3616.16 ms [2020-12-02 20:26:42 main:574] : INFO : Epoch 1000 | loss: nan | val_loss: nan | Time: 3518.74 ms [2020-12-02 20:26:45 main:574] : INFO : Epoch 1001 | loss: nan | val_loss: nan | Time: 3405.11 ms [2020-12-02 20:26:49 main:574] : INFO : Epoch 1002 | loss: nan | val_loss: nan | Time: 3610.45 ms [2020-12-02 20:26:53 main:574] : INFO : Epoch 1003 | loss: nan | val_loss: nan | Time: 3563 ms [2020-12-02 20:26:56 main:574] : INFO : Epoch 1004 | loss: nan | val_loss: nan | Time: 3654.69 ms [2020-12-02 20:27:00 main:574] : INFO : Epoch 1005 | loss: nan | val_loss: nan | Time: 3592.45 ms [2020-12-02 20:27:03 main:574] : INFO : Epoch 1006 | loss: nan | val_loss: nan | Time: 3355.69 ms [2020-12-02 20:27:07 main:574] : INFO : Epoch 1007 | loss: nan | val_loss: nan | Time: 3565.66 ms [2020-12-02 20:27:11 main:574] : INFO : Epoch 1008 | loss: nan | val_loss: nan | Time: 3640.62 ms [2020-12-02 20:27:14 main:574] : INFO : Epoch 1009 | loss: nan | val_loss: nan | Time: 3397.46 ms [2020-12-02 20:27:18 main:574] : INFO : Epoch 1010 | loss: nan | val_loss: nan | Time: 3598.26 ms [2020-12-02 20:27:22 main:574] : INFO : Epoch 1011 | loss: nan | val_loss: nan | Time: 3680.71 ms [2020-12-02 20:27:25 main:574] : INFO : Epoch 1012 | loss: nan | val_loss: nan | Time: 3409.84 ms [2020-12-02 20:27:29 main:574] : INFO : Epoch 1013 | loss: nan | val_loss: nan | Time: 3433.97 ms [2020-12-02 20:27:32 main:574] : INFO : Epoch 1014 | loss: nan | val_loss: nan | Time: 3441.84 ms [2020-12-02 20:27:36 main:574] : INFO : Epoch 1015 | loss: nan | val_loss: nan | Time: 3460.58 ms [2020-12-02 20:27:39 main:574] : INFO : Epoch 1016 | loss: nan | val_loss: nan | Time: 3482.47 ms [2020-12-02 20:27:43 main:574] : INFO : Epoch 1017 | loss: nan | val_loss: nan | Time: 3913.32 ms [2020-12-02 20:27:47 main:574] : INFO : Epoch 1018 | loss: nan | val_loss: nan | Time: 3488.73 ms [2020-12-02 20:27:51 main:574] : INFO : Epoch 1019 | loss: nan | val_loss: nan | Time: 3613.9 ms [2020-12-02 20:27:54 main:574] : INFO : Epoch 1020 | loss: nan | val_loss: nan | Time: 3580.02 ms [2020-12-02 20:27:58 main:574] : INFO : Epoch 1021 | loss: nan | val_loss: nan | Time: 3667.89 ms [2020-12-02 20:28:02 main:574] : INFO : Epoch 1022 | loss: nan | val_loss: nan | Time: 3670.18 ms [2020-12-02 20:28:05 main:574] : INFO : Epoch 1023 | loss: nan | val_loss: nan | Time: 3431.16 ms [2020-12-02 20:28:09 main:574] : INFO : Epoch 1024 | loss: nan | val_loss: nan | Time: 3641.31 ms [2020-12-02 20:28:09 main:597] : INFO : Saving trained model to model-final.pt, val_loss nan [2020-12-02 20:28:09 main:603] : INFO : Saving end state to config to file [2020-12-02 20:28:09 main:608] : INFO : Success, exiting.. 20:28:10 (15092): 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)