Task 3747928
| Name | ParityModified-1605453432-13864-13_0 |
| Workunit | 1926133 |
| Created | 21 Jan 2021, 5:43:55 UTC |
| Sent | 21 Jan 2021, 14:21:56 UTC |
| Report deadline | 28 Jan 2021, 14:21:56 UTC |
| Received | 21 Jan 2021, 18:39:56 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 3033 |
| Run time | 1 hours 0 min 9 sec |
| CPU time | 57 min 24 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 9,462.03 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.68 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> poch 514 | loss: 0.030942 | val_loss: 0.0310133 | Time: 3417.99 ms [2021-01-21 06:54:11 main:574] : INFO : Epoch 515 | loss: 0.0309366 | val_loss: 0.0310196 | Time: 3305.31 ms [2021-01-21 06:54:15 main:574] : INFO : Epoch 516 | loss: 0.030936 | val_loss: 0.031022 | Time: 3364.44 ms [2021-01-21 06:54:18 main:574] : INFO : Epoch 517 | loss: 0.0309351 | val_loss: 0.0310162 | Time: 3451.44 ms [2021-01-21 06:54:22 main:574] : INFO : Epoch 518 | loss: 0.030931 | val_loss: 0.0310242 | Time: 3355.95 ms [2021-01-21 06:54:25 main:574] : INFO : Epoch 519 | loss: 0.0309342 | val_loss: 0.0310121 | Time: 3483.14 ms [2021-01-21 06:54:29 main:574] : INFO : Epoch 520 | loss: 0.0309461 | val_loss: 0.0310133 | Time: 3295.66 ms [2021-01-21 06:54:32 main:574] : INFO : Epoch 521 | loss: 0.0309452 | val_loss: 0.0310227 | Time: 3384.44 ms [2021-01-21 06:54:36 main:574] : INFO : Epoch 522 | loss: 0.0309532 | val_loss: 0.0310111 | Time: 3476.88 ms [2021-01-21 06:54:39 main:574] : INFO : Epoch 523 | loss: 0.0309509 | val_loss: 0.0310153 | Time: 3429.99 ms [2021-01-21 06:54:43 main:574] : INFO : Epoch 524 | loss: 0.0309448 | val_loss: 0.0310164 | Time: 3406.96 ms [2021-01-21 06:54:46 main:574] : INFO : Epoch 525 | loss: 0.0309406 | val_loss: 0.0310208 | Time: 3353.78 ms [2021-01-21 06:54:49 main:574] : INFO : Epoch 526 | loss: 0.0309517 | val_loss: 0.031055 | Time: 3361.11 ms [2021-01-21 06:54:53 main:574] : INFO : Epoch 527 | loss: 0.0310018 | val_loss: 0.0310315 | Time: 3433.56 ms [2021-01-21 06:54:56 main:574] : INFO : Epoch 528 | loss: 0.0309826 | val_loss: 0.0310273 | Time: 3340.68 ms [2021-01-21 06:55:00 main:574] : INFO : Epoch 529 | loss: 0.030971 | val_loss: 0.0310328 | Time: 3428.65 ms [2021-01-21 06:55:03 main:574] : INFO : Epoch 530 | loss: 0.0309626 | val_loss: 0.0310217 | Time: 3441.52 ms [2021-01-21 06:55:07 main:574] : INFO : Epoch 531 | loss: 0.0309572 | val_loss: 0.0310238 | Time: 3428.91 ms [2021-01-21 06:55:10 main:574] : INFO : Epoch 532 | loss: 0.0309549 | val_loss: 0.0310159 | Time: 3397.45 ms [2021-01-21 06:55:14 main:574] : INFO : Epoch 533 | loss: 0.0309495 | val_loss: 0.0310189 | Time: 3514.33 ms [2021-01-21 06:55:17 main:574] : INFO : Epoch 534 | loss: 0.0309475 | val_loss: 0.0310234 | Time: 3484.4 ms [2021-01-21 06:55:21 main:574] : INFO : Epoch 535 | loss: 0.0309475 | val_loss: 0.0310254 | Time: 3423.77 ms [2021-01-21 06:55:24 main:574] : INFO : Epoch 536 | loss: 0.0309477 | val_loss: 0.031018 | Time: 3423.02 ms [2021-01-21 06:55:28 main:574] : INFO : Epoch 537 | loss: 0.0309647 | val_loss: 0.0310299 | Time: 3350.93 ms [2021-01-21 06:55:31 main:574] : INFO : Epoch 538 | loss: 0.0309534 | val_loss: 0.0310183 | Time: 3345.47 ms [2021-01-21 06:55:35 main:574] : INFO : Epoch 539 | loss: 0.0309502 | val_loss: 0.0310062 | Time: 3392.27 ms [2021-01-21 06:55:38 main:574] : INFO : Epoch 540 | loss: 0.0309499 | val_loss: 0.0310074 | Time: 3336.83 ms [2021-01-21 06:55:41 main:574] : INFO : Epoch 541 | loss: 0.0309477 | val_loss: 0.0310217 | Time: 3420.23 ms [2021-01-21 06:55:45 main:574] : INFO : Epoch 542 | loss: 0.030944 | val_loss: 0.0310138 | Time: 3362.42 ms [2021-01-21 06:55:48 main:574] : INFO : Epoch 543 | loss: 0.0309543 | val_loss: 0.0310326 | Time: 3419.59 ms [2021-01-21 06:55:52 main:574] : INFO : Epoch 544 | loss: 0.0309719 | val_loss: 0.0310252 | Time: 3401.32 ms [2021-01-21 06:55:55 main:574] : INFO : Epoch 545 | loss: 0.0309579 | val_loss: 0.0310178 | Time: 3359.82 ms [2021-01-21 06:55:59 main:574] : INFO : Epoch 546 | loss: 0.0309533 | val_loss: 0.0310288 | Time: 3320.21 ms [2021-01-21 06:56:02 main:574] : INFO : Epoch 547 | loss: 0.0309571 | val_loss: 0.0310091 | Time: 3422.8 ms [2021-01-21 06:56:06 main:574] : INFO : Epoch 548 | loss: 0.0309547 | val_loss: 0.0310221 | Time: 3415.26 ms [2021-01-21 06:56:09 main:574] : INFO : Epoch 549 | loss: 0.0309524 | val_loss: 0.0310079 | Time: 3494.26 ms [2021-01-21 06:56:13 main:574] : INFO : Epoch 550 | loss: 0.0309472 | val_loss: 0.0310198 | Time: 3530.11 ms [2021-01-21 06:56:16 main:574] : INFO : Epoch 551 | loss: 0.0309415 | val_loss: 0.0310069 | Time: 3393.8 ms [2021-01-21 06:56:20 main:574] : INFO : Epoch 552 | loss: 0.0309408 | val_loss: 0.031002 | Time: 3517.44 ms [2021-01-21 06:56:23 main:574] : INFO : Epoch 553 | loss: 0.0309496 | val_loss: 0.0310193 | Time: 3544.29 ms [2021-01-21 06:56:27 main:574] : INFO : Epoch 554 | loss: 0.0309476 | val_loss: 0.031016 | Time: 3444.04 ms [2021-01-21 06:56:30 main:574] : INFO : Epoch 555 | loss: 0.030946 | val_loss: 0.0310191 | Time: 3443.62 ms [2021-01-21 06:56:34 main:574] : INFO : Epoch 556 | loss: 0.0309517 | val_loss: 0.0310182 | Time: 3397.67 ms [2021-01-21 06:56:37 main:574] : INFO : Epoch 557 | loss: 0.0309476 | val_loss: 0.0310154 | Time: 3363.26 ms [2021-01-21 06:56:41 main:574] : INFO : Epoch 558 | loss: 0.0309404 | val_loss: 0.0310117 | Time: 3486.44 ms [2021-01-21 06:56:44 main:574] : INFO : Epoch 559 | loss: 0.0309466 | val_loss: 0.0310216 | Time: 3418.82 ms [2021-01-21 06:56:48 main:574] : INFO : Epoch 560 | loss: 0.0309447 | val_loss: 0.0310182 | Time: 3423.52 ms [2021-01-21 06:56:51 main:574] : INFO : Epoch 561 | loss: 0.0309383 | val_loss: 0.0310084 | Time: 3419.88 ms [2021-01-21 06:56:55 main:574] : INFO : Epoch 562 | loss: 0.0309367 | val_loss: 0.0310108 | Time: 3452.38 ms [2021-01-21 06:56:58 main:574] : INFO : Epoch 563 | loss: 0.0309358 | val_loss: 0.0310161 | Time: 3405.42 ms [2021-01-21 06:57:02 main:574] : INFO : Epoch 564 | loss: 0.0309334 | val_loss: 0.0310209 | Time: 3490.96 ms [2021-01-21 06:57:05 main:574] : INFO : Epoch 565 | loss: 0.0309342 | val_loss: 0.0310276 | Time: 3381.02 ms [2021-01-21 06:57:09 main:574] : INFO : Epoch 566 | loss: 0.0309324 | val_loss: 0.0310144 | Time: 3482.49 ms [2021-01-21 06:57:12 main:574] : INFO : Epoch 567 | loss: 0.0309321 | val_loss: 0.0310284 | Time: 3548.07 ms [2021-01-21 06:57:16 main:574] : INFO : Epoch 568 | loss: 0.0309383 | val_loss: 0.0310141 | Time: 3429.33 ms [2021-01-21 06:57:19 main:574] : INFO : Epoch 569 | loss: 0.030938 | val_loss: 0.0310117 | Time: 3415.46 ms [2021-01-21 06:57:23 main:574] : INFO : Epoch 570 | loss: 0.0309373 | val_loss: 0.0310102 | Time: 3386.99 ms [2021-01-21 06:57:26 main:574] : INFO : Epoch 571 | loss: 0.0309372 | val_loss: 0.0310054 | Time: 3403.13 ms [2021-01-21 06:57:30 main:574] : INFO : Epoch 572 | loss: 0.030941 | val_loss: 0.031023 | Time: 3387.52 ms [2021-01-21 06:57:33 main:574] : INFO : Epoch 573 | loss: 0.0309471 | val_loss: 0.0310173 | Time: 3343.79 ms [2021-01-21 06:57:37 main:574] : INFO : Epoch 574 | loss: 0.0309573 | val_loss: 0.0310782 | Time: 3368.82 ms [2021-01-21 06:57:40 main:574] : INFO : Epoch 575 | loss: 0.0310566 | val_loss: 0.0310483 | Time: 3409.27 ms [2021-01-21 06:57:44 main:574] : INFO : Epoch 576 | loss: 0.0309953 | val_loss: 0.0310229 | Time: 3440.86 ms [2021-01-21 06:57:47 main:574] : INFO : Epoch 577 | loss: 0.0309714 | val_loss: 0.0310198 | Time: 3379.81 ms [2021-01-21 06:57:51 main:574] : INFO : Epoch 578 | loss: 0.0309577 | val_loss: 0.0310242 | Time: 3443.23 ms [2021-01-21 06:57:54 main:574] : INFO : Epoch 579 | loss: 0.030952 | val_loss: 0.0310166 | Time: 3344.92 ms [2021-01-21 06:57:58 main:574] : INFO : Epoch 580 | loss: 0.0309488 | val_loss: 0.0310182 | Time: 3457.85 ms [2021-01-21 06:58:01 main:574] : INFO : Epoch 581 | loss: 0.0309453 | val_loss: 0.0310183 | Time: 3425.35 ms [2021-01-21 06:58:05 main:574] : INFO : Epoch 582 | loss: 0.0309403 | val_loss: 0.0310215 | Time: 3426.08 ms [2021-01-21 06:58:08 main:574] : INFO : Epoch 583 | loss: 0.0309429 | val_loss: 0.0310151 | Time: 3337.01 ms [2021-01-21 06:58:11 main:574] : INFO : Epoch 584 | loss: 0.0309391 | val_loss: 0.031008 | Time: 3397.06 ms [2021-01-21 06:58:15 main:574] : INFO : Epoch 585 | loss: 0.0309379 | val_loss: 0.0310111 | Time: 3402.86 ms [2021-01-21 06:58:18 main:574] : INFO : Epoch 586 | loss: 0.0309353 | val_loss: 0.0310092 | Time: 3312.04 ms [2021-01-21 06:58:22 main:574] : INFO : Epoch 587 | loss: 0.0309335 | val_loss: 0.0310173 | Time: 3355.04 ms [2021-01-21 06:58:25 main:574] : INFO : Epoch 588 | loss: 0.0309341 | val_loss: 0.0310133 | Time: 3452.91 ms [2021-01-21 06:58:29 main:574] : INFO : Epoch 589 | loss: 0.0309342 | val_loss: 0.0310203 | Time: 3512.06 ms [2021-01-21 06:58:32 main:574] : INFO : Epoch 590 | loss: 0.030931 | val_loss: 0.0310122 | Time: 3432.49 ms [2021-01-21 06:58:36 main:574] : INFO : Epoch 591 | loss: 0.0309395 | val_loss: 0.0310218 | Time: 3453.2 ms [2021-01-21 06:58:39 main:574] : INFO : Epoch 592 | loss: 0.0309358 | val_loss: 0.0310153 | Time: 3406.5 ms [2021-01-21 06:58:43 main:574] : INFO : Epoch 593 | loss: 0.0309346 | val_loss: 0.0310106 | Time: 3520.1 ms [2021-01-21 06:58:46 main:574] : INFO : Epoch 594 | loss: 0.0309424 | val_loss: 0.0310145 | Time: 3409.76 ms [2021-01-21 06:58:50 main:574] : INFO : Epoch 595 | loss: 0.0309577 | val_loss: 0.0310171 | Time: 3383.56 ms [2021-01-21 06:58:53 main:574] : INFO : Epoch 596 | loss: 0.0309595 | val_loss: 0.0310389 | Time: 3441.74 ms [2021-01-21 06:58:57 main:574] : INFO : Epoch 597 | loss: 0.0309949 | val_loss: 0.0310242 | Time: 3492.56 ms [2021-01-21 06:59:01 main:574] : INFO : Epoch 598 | loss: 0.0309582 | val_loss: 0.0310086 | Time: 3398.13 ms [2021-01-21 06:59:04 main:574] : INFO : Epoch 599 | loss: 0.0309514 | val_loss: 0.0310076 | Time: 3511.38 ms [2021-01-21 06:59:08 main:574] : INFO : Epoch 600 | loss: 0.0309537 | val_loss: 0.031034 | Time: 3417.92 ms [2021-01-21 06:59:11 main:574] : INFO : Epoch 601 | loss: 0.0309448 | val_loss: 0.0310097 | Time: 3365.4 ms [2021-01-21 06:59:14 main:574] : INFO : Epoch 602 | loss: 0.0309442 | val_loss: 0.0310085 | Time: 3377.99 ms [2021-01-21 06:59:18 main:574] : INFO : Epoch 603 | loss: 0.0309443 | val_loss: 0.0310113 | Time: 3427.9 ms [2021-01-21 06:59:21 main:574] : INFO : Epoch 604 | loss: 0.0309411 | val_loss: 0.0310193 | Time: 3446.21 ms [2021-01-21 06:59:25 main:574] : INFO : Epoch 605 | loss: 0.0309415 | val_loss: 0.0310194 | Time: 3412.11 ms [2021-01-21 06:59:28 main:574] : INFO : Epoch 606 | loss: 0.0309414 | val_loss: 0.0310179 | Time: 3373.88 ms [2021-01-21 06:59:32 main:574] : INFO : Epoch 607 | loss: 0.0309511 | val_loss: 0.0310174 | Time: 3331.82 ms [2021-01-21 06:59:35 main:574] : INFO : Epoch 608 | loss: 0.030959 | val_loss: 0.0309953 | Time: 3391.21 ms [2021-01-21 06:59:39 main:574] : INFO : Epoch 609 | loss: 0.0309476 | val_loss: 0.031008 | Time: 3341.85 ms [2021-01-21 06:59:42 main:574] : INFO : Epoch 610 | loss: 0.030945 | val_loss: 0.0310166 | Time: 3452.46 ms [2021-01-21 06:59:46 main:574] : INFO : Epoch 611 | loss: 0.0309542 | val_loss: 0.0310192 | Time: 3460.99 ms [2021-01-21 06:59:49 main:574] : INFO : Epoch 612 | loss: 0.0309505 | val_loss: 0.0310046 | Time: 3435.4 ms [2021-01-21 06:59:53 main:574] : INFO : Epoch 613 | loss: 0.0309484 | val_loss: 0.0310071 | Time: 3578.83 ms [2021-01-21 06:59:56 main:574] : INFO : Epoch 614 | loss: 0.0309466 | val_loss: 0.0310133 | Time: 3449.13 ms [2021-01-21 07:00:00 main:574] : INFO : Epoch 615 | loss: 0.0309433 | val_loss: 0.0310108 | Time: 3345.61 ms [2021-01-21 07:00:03 main:574] : INFO : Epoch 616 | loss: 0.0309354 | val_loss: 0.0310104 | Time: 3407.85 ms [2021-01-21 07:00:07 main:574] : INFO : Epoch 617 | loss: 0.0309345 | val_loss: 0.0310078 | Time: 3372.26 ms [2021-01-21 07:00:10 main:574] : INFO : Epoch 618 | loss: 0.0309354 | val_loss: 0.0310061 | Time: 3357.47 ms [2021-01-21 07:00:13 main:574] : INFO : Epoch 619 | loss: 0.0309304 | val_loss: 0.0310139 | Time: 3421.25 ms [2021-01-21 07:00:17 main:574] : INFO : Epoch 620 | loss: 0.03093 | val_loss: 0.0310097 | Time: 3375.77 ms [2021-01-21 07:00:21 main:574] : INFO : Epoch 621 | loss: 0.0309276 | val_loss: 0.0310122 | Time: 3567.89 ms [2021-01-21 07:00:24 main:574] : INFO : Epoch 622 | loss: 0.0309285 | val_loss: 0.0310168 | Time: 3336.36 ms [2021-01-21 07:00:27 main:574] : INFO : Epoch 623 | loss: 0.0309327 | val_loss: 0.0310208 | Time: 3423.76 ms [2021-01-21 07:00:31 main:574] : INFO : Epoch 624 | loss: 0.0309285 | val_loss: 0.0310147 | Time: 3389.27 ms [2021-01-21 07:00:34 main:574] : INFO : Epoch 625 | loss: 0.0309291 | val_loss: 0.03101 | Time: 3412.53 ms [2021-01-21 07:00:38 main:574] : INFO : Epoch 626 | loss: 0.0309293 | val_loss: 0.0310219 | Time: 3327.27 ms [2021-01-21 07:00:41 main:574] : INFO : Epoch 627 | loss: 0.0309416 | val_loss: 0.0310129 | Time: 3458.05 ms [2021-01-21 07:00:45 main:574] : INFO : Epoch 628 | loss: 0.0309337 | val_loss: 0.0310233 | Time: 3367.64 ms [2021-01-21 07:00:48 main:574] : INFO : Epoch 629 | loss: 0.0309321 | val_loss: 0.0310305 | Time: 3406.44 ms [2021-01-21 07:00:52 main:574] : INFO : Epoch 630 | loss: 0.0309389 | val_loss: 0.0310279 | Time: 3360.79 ms [2021-01-21 07:00:55 main:574] : INFO : Epoch 631 | loss: 0.0309338 | val_loss: 0.0310187 | Time: 3423.45 ms [2021-01-21 07:00:59 main:574] : INFO : Epoch 632 | loss: 0.0309319 | val_loss: 0.0310218 | Time: 3374.06 ms [2021-01-21 07:01:02 main:574] : INFO : Epoch 633 | loss: 0.0309511 | val_loss: 0.0310149 | Time: 3416.49 ms [2021-01-21 07:01:05 main:574] : INFO : Epoch 634 | loss: 0.0310163 | val_loss: 0.0310563 | Time: 3342.32 ms [2021-01-21 07:01:09 main:574] : INFO : Epoch 635 | loss: 0.031013 | val_loss: 0.0310292 | Time: 3433.6 ms [2021-01-21 07:01:12 main:574] : INFO : Epoch 636 | loss: 0.0309912 | val_loss: 0.0310271 | Time: 3361.01 ms [2021-01-21 07:01:16 main:574] : INFO : Epoch 637 | loss: 0.030983 | val_loss: 0.0310417 | Time: 3448.6 ms [2021-01-21 07:01:19 main:574] : INFO : Epoch 638 | loss: 0.0309676 | val_loss: 0.0310193 | Time: 3449.33 ms [2021-01-21 07:01:23 main:574] : INFO : Epoch 639 | loss: 0.0309585 | val_loss: 0.0310119 | Time: 3376.09 ms [2021-01-21 07:01:26 main:574] : INFO : Epoch 640 | loss: 0.030953 | val_loss: 0.0310228 | Time: 3384.3 ms [2021-01-21 07:01:30 main:574] : INFO : Epoch 641 | loss: 0.0309529 | val_loss: 0.0310198 | Time: 3354.44 ms [2021-01-21 07:01:33 main:574] : INFO : Epoch 642 | loss: 0.0309539 | val_loss: 0.0310189 | Time: 3403.2 ms [2021-01-21 07:01:37 main:574] : INFO : Epoch 643 | loss: 0.0309586 | val_loss: 0.0310114 | Time: 3402.71 ms [2021-01-21 07:01:40 main:574] : INFO : Epoch 644 | loss: 0.030951 | val_loss: 0.0310104 | Time: 3390.8 ms [2021-01-21 07:01:44 main:574] : INFO : Epoch 645 | loss: 0.0309533 | val_loss: 0.0310219 | Time: 3419.47 ms [2021-01-21 07:01:47 main:574] : INFO : Epoch 646 | loss: 0.0309486 | val_loss: 0.0310101 | Time: 3334.66 ms [2021-01-21 07:01:50 main:574] : INFO : Epoch 647 | loss: 0.0309428 | val_loss: 0.0310068 | Time: 3344.55 ms [2021-01-21 07:01:54 main:574] : INFO : Epoch 648 | loss: 0.0309495 | val_loss: 0.0310071 | Time: 3448.52 ms [2021-01-21 07:01:57 main:574] : INFO : Epoch 649 | loss: 0.0309438 | val_loss: 0.0310072 | Time: 3405.97 ms [2021-01-21 07:02:01 main:574] : INFO : Epoch 650 | loss: 0.0309467 | val_loss: 0.0310115 | Time: 3458.2 ms [2021-01-21 07:02:04 main:574] : INFO : Epoch 651 | loss: 0.0309419 | val_loss: 0.0310118 | Time: 3425.33 ms [2021-01-21 07:02:08 main:574] : INFO : Epoch 652 | loss: 0.0309387 | val_loss: 0.0310186 | Time: 3443.82 ms [2021-01-21 07:02:11 main:574] : INFO : Epoch 653 | loss: 0.0309428 | val_loss: 0.0310145 | Time: 3454.02 ms [2021-01-21 07:02:15 main:574] : INFO : Epoch 654 | loss: 0.0309436 | val_loss: 0.0310026 | Time: 3387.5 ms [2021-01-21 07:02:18 main:574] : INFO : Epoch 655 | loss: 0.0309424 | val_loss: 0.0310017 | Time: 3380.03 ms [2021-01-21 07:02:22 main:574] : INFO : Epoch 656 | loss: 0.0309419 | val_loss: 0.031001 | Time: 3420.1 ms [2021-01-21 07:02:25 main:574] : INFO : Epoch 657 | loss: 0.0309398 | val_loss: 0.0310031 | Time: 3395.3 ms [2021-01-21 07:02:29 main:574] : INFO : Epoch 658 | loss: 0.030941 | val_loss: 0.0309991 | Time: 3410.45 ms [2021-01-21 07:02:32 main:574] : INFO : Epoch 659 | loss: 0.0309557 | val_loss: 0.0310003 | Time: 3346.85 ms [2021-01-21 07:02:35 main:574] : INFO : Epoch 660 | loss: 0.0309466 | val_loss: 0.0310105 | Time: 3442.48 ms [2021-01-21 07:02:39 main:574] : INFO : Epoch 661 | loss: 0.0309415 | val_loss: 0.0310064 | Time: 3322.88 ms [2021-01-21 07:02:42 main:574] : INFO : Epoch 662 | loss: 0.0309357 | val_loss: 0.0310022 | Time: 3309.04 ms [2021-01-21 07:02:46 main:574] : INFO : Epoch 663 | loss: 0.0309331 | val_loss: 0.0310038 | Time: 3369.51 ms [2021-01-21 07:02:49 main:574] : INFO : Epoch 664 | loss: 0.0309295 | val_loss: 0.0310033 | Time: 3288.17 ms [2021-01-21 07:02:53 main:574] : INFO : Epoch 665 | loss: 0.0309288 | val_loss: 0.031015 | Time: 3432.63 ms [2021-01-21 07:02:56 main:574] : INFO : Epoch 666 | loss: 0.030927 | val_loss: 0.0310048 | Time: 3374.74 ms [2021-01-21 07:02:59 main:574] : INFO : Epoch 667 | loss: 0.0309311 | val_loss: 0.0310106 | Time: 3318.88 ms [2021-01-21 07:03:03 main:574] : INFO : Epoch 668 | loss: 0.0309291 | val_loss: 0.0310002 | Time: 3421.84 ms [2021-01-21 07:03:06 main:574] : INFO : Epoch 669 | loss: 0.0309308 | val_loss: 0.0310036 | Time: 3378.45 ms [2021-01-21 07:03:10 main:574] : INFO : Epoch 670 | loss: 0.0309321 | val_loss: 0.0310139 | Time: 3324.7 ms [2021-01-21 07:03:13 main:574] : INFO : Epoch 671 | loss: 0.0309293 | val_loss: 0.0310168 | Time: 3361.3 ms [2021-01-21 07:03:17 main:574] : INFO : Epoch 672 | loss: 0.0309259 | val_loss: 0.0310105 | Time: 3491.28 ms [2021-01-21 07:03:20 main:574] : INFO : Epoch 673 | loss: 0.0309281 | val_loss: 0.0310132 | Time: 3428.09 ms [2021-01-21 07:03:24 main:574] : INFO : Epoch 674 | loss: 0.0309297 | val_loss: 0.0310195 | Time: 3359.25 ms [2021-01-21 07:03:27 main:574] : INFO : Epoch 675 | loss: 0.0309284 | val_loss: 0.0310096 | Time: 3425.72 ms [2021-01-21 07:03:31 main:574] : INFO : Epoch 676 | loss: 0.0309302 | val_loss: 0.0310192 | Time: 3451.67 ms [2021-01-21 07:03:34 main:574] : INFO : Epoch 677 | loss: 0.030931 | val_loss: 0.0310058 | Time: 3302.46 ms [2021-01-21 07:03:37 main:574] : INFO : Epoch 678 | loss: 0.0309312 | val_loss: 0.0310064 | Time: 3446.08 ms [2021-01-21 07:03:41 main:574] : INFO : Epoch 679 | loss: 0.0309261 | val_loss: 0.0310101 | Time: 3448.94 ms [2021-01-21 07:03:44 main:574] : INFO : Epoch 680 | loss: 0.0309334 | val_loss: 0.0310067 | Time: 3369.77 ms [2021-01-21 07:03:48 main:574] : INFO : Epoch 681 | loss: 0.0309507 | val_loss: 0.0310054 | Time: 3448.22 ms [2021-01-21 07:03:51 main:574] : INFO : Epoch 682 | loss: 0.0309639 | val_loss: 0.0310023 | Time: 3497.23 ms [2021-01-21 07:03:55 main:574] : INFO : Epoch 683 | loss: 0.0309521 | val_loss: 0.0310086 | Time: 3360.73 ms [2021-01-21 07:03:58 main:574] : INFO : Epoch 684 | loss: 0.0309523 | val_loss: 0.031 | Time: 3299.24 ms [2021-01-21 07:04:02 main:574] : INFO : Epoch 685 | loss: 0.0309444 | val_loss: 0.0310007 | Time: 3363.51 ms [2021-01-21 07:04:05 main:574] : INFO : Epoch 686 | loss: 0.0309461 | val_loss: 0.0309991 | Time: 3380.19 ms [2021-01-21 07:04:09 main:574] : INFO : Epoch 687 | loss: 0.030943 | val_loss: 0.0309993 | Time: 3412.49 ms [2021-01-21 07:04:12 main:574] : INFO : Epoch 688 | loss: 0.0309372 | val_loss: 0.0310023 | Time: 3382.41 ms [2021-01-21 07:04:16 main:574] : INFO : Epoch 689 | loss: 0.0309354 | val_loss: 0.0310033 | Time: 3425.32 ms [2021-01-21 07:04:19 main:574] : INFO : Epoch 690 | loss: 0.0309324 | val_loss: 0.0310083 | Time: 3354.28 ms [2021-01-21 07:04:22 main:574] : INFO : Epoch 691 | loss: 0.0309339 | val_loss: 0.0310163 | Time: 3356.37 ms [2021-01-21 07:04:26 main:574] : INFO : Epoch 692 | loss: 0.0309358 | val_loss: 0.0310176 | Time: 3354.87 ms [2021-01-21 07:04:29 main:574] : INFO : Epoch 693 | loss: 0.0309517 | val_loss: 0.0310324 | Time: 3396.22 ms [2021-01-21 07:04:33 main:574] : INFO : Epoch 694 | loss: 0.0309698 | val_loss: 0.0310202 | Time: 3411.47 ms [2021-01-21 07:04:36 main:574] : INFO : Epoch 695 | loss: 0.0309713 | val_loss: 0.0310274 | Time: 3410.83 ms [2021-01-21 07:04:40 main:574] : INFO : Epoch 696 | loss: 0.0309547 | val_loss: 0.0310324 | Time: 3437.24 ms [2021-01-21 07:04:43 main:574] : INFO : Epoch 697 | loss: 0.030949 | val_loss: 0.0310215 | Time: 3475.47 ms [2021-01-21 07:04:47 main:574] : INFO : Epoch 698 | loss: 0.0309491 | val_loss: 0.031011 | Time: 3355.69 ms [2021-01-21 07:04:50 main:574] : INFO : Epoch 699 | loss: 0.0309437 | val_loss: 0.0310111 | Time: 3410.17 ms [2021-01-21 07:04:54 main:574] : INFO : Epoch 700 | loss: 0.0309481 | val_loss: 0.0310194 | Time: 3344.65 ms [2021-01-21 07:04:57 main:574] : INFO : Epoch 701 | loss: 0.0309505 | val_loss: 0.0310077 | Time: 3362.58 ms [2021-01-21 07:05:00 main:574] : INFO : Epoch 702 | loss: 0.0309468 | val_loss: 0.0310074 | Time: 3393.14 ms [2021-01-21 07:05:04 main:574] : INFO : Epoch 703 | loss: 0.0309418 | val_loss: 0.0310155 | Time: 3487.15 ms [2021-01-21 07:05:08 main:574] : INFO : Epoch 704 | loss: 0.030936 | val_loss: 0.0310204 | Time: 3494.28 ms [2021-01-21 07:05:11 main:574] : INFO : Epoch 705 | loss: 0.0309372 | val_loss: 0.0310174 | Time: 3403.38 ms [2021-01-21 07:05:14 main:574] : INFO : Epoch 706 | loss: 0.0309363 | val_loss: 0.0310181 | Time: 3331.83 ms [2021-01-21 07:05:18 main:574] : INFO : Epoch 707 | loss: 0.0309297 | val_loss: 0.0310274 | Time: 3374.75 ms [2021-01-21 07:05:21 main:574] : INFO : Epoch 708 | loss: 0.0309341 | val_loss: 0.0310193 | Time: 3406.72 ms [2021-01-21 07:05:25 main:574] : INFO : Epoch 709 | loss: 0.030932 | val_loss: 0.0310119 | Time: 3356.06 ms [2021-01-21 07:05:28 main:574] : INFO : Epoch 710 | loss: 0.0309336 | val_loss: 0.0310115 | Time: 3445.51 ms [2021-01-21 07:05:32 main:574] : INFO : Epoch 711 | loss: 0.0309413 | val_loss: 0.0310223 | Time: 3387.44 ms [2021-01-21 07:05:35 main:574] : INFO : Epoch 712 | loss: 0.0309402 | val_loss: 0.0310225 | Time: 3404.07 ms [2021-01-21 07:05:39 main:574] : INFO : Epoch 713 | loss: 0.0309371 | val_loss: 0.0310146 | Time: 3403.04 ms [2021-01-21 07:05:42 main:574] : INFO : Epoch 714 | loss: 0.0309371 | val_loss: 0.0310062 | Time: 3388.49 ms [2021-01-21 07:05:46 main:574] : INFO : Epoch 715 | loss: 0.0309333 | val_loss: 0.0310074 | Time: 3448.37 ms [2021-01-21 07:05:49 main:574] : INFO : Epoch 716 | loss: 0.0309334 | val_loss: 0.0310071 | Time: 3353.61 ms [2021-01-21 07:05:52 main:574] : INFO : Epoch 717 | loss: 0.0309494 | val_loss: 0.0310048 | Time: 3371.51 ms [2021-01-21 07:05:56 main:574] : INFO : Epoch 718 | loss: 0.0309455 | val_loss: 0.0310157 | Time: 3413.37 ms [2021-01-21 07:05:59 main:574] : INFO : Epoch 719 | loss: 0.0309438 | val_loss: 0.0310193 | Time: 3387.45 ms [2021-01-21 07:06:03 main:574] : INFO : Epoch 720 | loss: 0.0309419 | val_loss: 0.0310074 | Time: 3534.01 ms [2021-01-21 07:06:07 main:574] : INFO : Epoch 721 | loss: 0.0309419 | val_loss: 0.0310157 | Time: 3490.78 ms [2021-01-21 07:06:10 main:574] : INFO : Epoch 722 | loss: 0.0309386 | val_loss: 0.0310056 | Time: 3409.76 ms [2021-01-21 07:06:13 main:574] : INFO : Epoch 723 | loss: 0.030936 | val_loss: 0.0310053 | Time: 3342.09 ms [2021-01-21 07:06:17 main:574] : INFO : Epoch 724 | loss: 0.0309332 | val_loss: 0.0310128 | Time: 3444.31 ms [2021-01-21 07:06:20 main:574] : INFO : Epoch 725 | loss: 0.030933 | val_loss: 0.0310216 | Time: 3399.61 ms [2021-01-21 07:06:24 main:574] : INFO : Epoch 726 | loss: 0.0309381 | val_loss: 0.0310172 | Time: 3415.35 ms [2021-01-21 07:06:27 main:574] : INFO : Epoch 727 | loss: 0.0309617 | val_loss: 0.0310311 | Time: 3367.95 ms [2021-01-21 07:06:31 main:574] : INFO : Epoch 728 | loss: 0.0309609 | val_loss: 0.0310086 | Time: 3369.42 ms [2021-01-21 07:06:34 main:574] : INFO : Epoch 729 | loss: 0.0309585 | val_loss: 0.0310072 | Time: 3382.82 ms [2021-01-21 07:06:38 main:574] : INFO : Epoch 730 | loss: 0.0309523 | val_loss: 0.0310073 | Time: 3423.29 ms [2021-01-21 07:06:41 main:574] : INFO : Epoch 731 | loss: 0.0309501 | val_loss: 0.0310096 | Time: 3402.98 ms [2021-01-21 07:06:45 main:574] : INFO : Epoch 732 | loss: 0.0309543 | val_loss: 0.0310099 | Time: 3423.97 ms [2021-01-21 07:06:48 main:574] : INFO : Epoch 733 | loss: 0.0309548 | val_loss: 0.031009 | Time: 3479.19 ms [2021-01-21 07:06:52 main:574] : INFO : Epoch 734 | loss: 0.0309635 | val_loss: 0.0310098 | Time: 3395.82 ms [2021-01-21 07:06:55 main:574] : INFO : Epoch 735 | loss: 0.0309676 | val_loss: 0.0310088 | Time: 3476.89 ms [2021-01-21 07:06:59 main:574] : INFO : Epoch 736 | loss: 0.0309671 | val_loss: 0.0310023 | Time: 3422.58 ms [2021-01-21 07:07:02 main:574] : INFO : Epoch 737 | loss: 0.0309629 | val_loss: 0.0310047 | Time: 3433.65 ms [2021-01-21 07:07:05 main:574] : INFO : Epoch 738 | loss: 0.0309624 | val_loss: 0.0309999 | Time: 3364.07 ms [2021-01-21 07:07:09 main:574] : INFO : Epoch 739 | loss: 0.030945 | val_loss: 0.0310097 | Time: 3449.6 ms [2021-01-21 07:07:12 main:574] : INFO : Epoch 740 | loss: 0.0309432 | val_loss: 0.0310003 | Time: 3427.55 ms [2021-01-21 07:07:16 main:574] : INFO : Epoch 741 | loss: 0.0309374 | val_loss: 0.030999 | Time: 3417.6 ms [2021-01-21 07:07:20 main:574] : INFO : Epoch 742 | loss: 0.0309585 | val_loss: 0.0310045 | Time: 3517.02 ms [2021-01-21 07:07:23 main:574] : INFO : Epoch 743 | loss: 0.030947 | val_loss: 0.0310059 | Time: 3414.08 ms [2021-01-21 07:07:26 main:574] : INFO : Epoch 744 | loss: 0.0309476 | val_loss: 0.0310042 | Time: 3326.35 ms [2021-01-21 07:07:30 main:574] : INFO : Epoch 745 | loss: 0.0309487 | val_loss: 0.0310017 | Time: 3476 ms [2021-01-21 07:07:33 main:574] : INFO : Epoch 746 | loss: 0.030939 | val_loss: 0.031007 | Time: 3405.64 ms [2021-01-21 07:07:37 main:574] : INFO : Epoch 747 | loss: 0.030945 | val_loss: 0.0309998 | Time: 3393.41 ms [2021-01-21 07:07:40 main:574] : INFO : Epoch 748 | loss: 0.0309469 | val_loss: 0.0309973 | Time: 3345.61 ms [2021-01-21 07:07:44 main:574] : INFO : Epoch 749 | loss: 0.0309492 | val_loss: 0.0310049 | Time: 3454.13 ms [2021-01-21 07:07:47 main:574] : INFO : Epoch 750 | loss: 0.0309553 | val_loss: 0.0310048 | Time: 3290.64 ms [2021-01-21 07:07:50 main:574] : INFO : Epoch 751 | loss: 0.030943 | val_loss: 0.031002 | Time: 3293.33 ms [2021-01-21 07:07:54 main:574] : INFO : Epoch 752 | loss: 0.030943 | val_loss: 0.0310061 | Time: 3307.18 ms [2021-01-21 07:07:57 main:574] : INFO : Epoch 753 | loss: 0.0309399 | val_loss: 0.0309994 | Time: 3300.48 ms [2021-01-21 07:08:01 main:574] : INFO : Epoch 754 | loss: 0.0309363 | val_loss: 0.030999 | Time: 3324.31 ms [2021-01-21 07:08:04 main:574] : INFO : Epoch 755 | loss: 0.0309394 | val_loss: 0.0310077 | Time: 3303.58 ms [2021-01-21 07:08:07 main:574] : INFO : Epoch 756 | loss: 0.0309331 | val_loss: 0.0310049 | Time: 3285.77 ms [2021-01-21 07:08:11 main:574] : INFO : Epoch 757 | loss: 0.0309274 | val_loss: 0.0310042 | Time: 3325.27 ms [2021-01-21 07:08:14 main:574] : INFO : Epoch 758 | loss: 0.0309335 | val_loss: 0.0310108 | Time: 3315.13 ms [2021-01-21 07:08:17 main:574] : INFO : Epoch 759 | loss: 0.030944 | val_loss: 0.0310027 | Time: 3272.46 ms [2021-01-21 07:08:21 main:574] : INFO : Epoch 760 | loss: 0.0309698 | val_loss: 0.0310398 | Time: 3291.37 ms [2021-01-21 07:08:24 main:574] : INFO : Epoch 761 | loss: 0.0310027 | val_loss: 0.031036 | Time: 3283.65 ms [2021-01-21 07:08:28 main:574] : INFO : Epoch 762 | loss: 0.0309893 | val_loss: 0.0310293 | Time: 3323.13 ms [2021-01-21 07:08:31 main:574] : INFO : Epoch 763 | loss: 0.0309795 | val_loss: 0.0310223 | Time: 3332.29 ms [2021-01-21 07:08:34 main:574] : INFO : Epoch 764 | loss: 0.0309716 | val_loss: 0.0310056 | Time: 3305.47 ms [2021-01-21 07:08:38 main:574] : INFO : Epoch 765 | loss: 0.0309678 | val_loss: 0.0310016 | Time: 3287.19 ms [2021-01-21 07:08:41 main:574] : INFO : Epoch 766 | loss: 0.0309617 | val_loss: 0.0310004 | Time: 3323.12 ms [2021-01-21 07:08:44 main:574] : INFO : Epoch 767 | loss: 0.0309548 | val_loss: 0.0310053 | Time: 3271.78 ms [2021-01-21 07:08:48 main:574] : INFO : Epoch 768 | loss: 0.0309502 | val_loss: 0.0310038 | Time: 3320.6 ms [2021-01-21 07:08:51 main:574] : INFO : Epoch 769 | loss: 0.0309488 | val_loss: 0.0309946 | Time: 3320.11 ms [2021-01-21 07:08:55 main:574] : INFO : Epoch 770 | loss: 0.030946 | val_loss: 0.0310139 | Time: 3287.06 ms [2021-01-21 07:08:58 main:574] : INFO : Epoch 771 | loss: 0.0309526 | val_loss: 0.0310018 | Time: 3291.89 ms [2021-01-21 07:09:01 main:574] : INFO : Epoch 772 | loss: 0.0309548 | val_loss: 0.0310062 | Time: 3303.86 ms [2021-01-21 07:09:05 main:574] : INFO : Epoch 773 | loss: 0.0309575 | val_loss: 0.0310175 | Time: 3277.44 ms [2021-01-21 07:09:08 main:574] : INFO : Epoch 774 | loss: 0.0309423 | val_loss: 0.0310265 | Time: 3293.26 ms [2021-01-21 07:09:11 main:574] : INFO : Epoch 775 | loss: 0.0310043 | val_loss: 0.0310308 | Time: 3297.9 ms [2021-01-21 07:09:15 main:574] : INFO : Epoch 776 | loss: 0.0309938 | val_loss: 0.0310331 | Time: 3334.02 ms [2021-01-21 07:09:18 main:574] : INFO : Epoch 777 | loss: 0.030976 | val_loss: 0.0310072 | Time: 3331.7 ms [2021-01-21 07:09:22 main:574] : INFO : Epoch 778 | loss: 0.0309619 | val_loss: 0.0310008 | Time: 3297.53 ms [2021-01-21 07:09:25 main:574] : INFO : Epoch 779 | loss: 0.0309504 | val_loss: 0.0309893 | Time: 3285.73 ms [2021-01-21 07:09:28 main:574] : INFO : Epoch 780 | loss: 0.0309458 | val_loss: 0.0309911 | Time: 3295.76 ms [2021-01-21 07:09:32 main:574] : INFO : Epoch 781 | loss: 0.030951 | val_loss: 0.0310155 | Time: 3294.31 ms [2021-01-21 07:09:35 main:574] : INFO : Epoch 782 | loss: 0.0309643 | val_loss: 0.0309999 | Time: 3315.34 ms [2021-01-21 07:09:38 main:574] : INFO : Epoch 783 | loss: 0.0309529 | val_loss: 0.0310081 | Time: 3290.13 ms [2021-01-21 07:09:42 main:574] : INFO : Epoch 784 | loss: 0.0309621 | val_loss: 0.0309945 | Time: 3260.13 ms [2021-01-21 07:09:45 main:574] : INFO : Epoch 785 | loss: 0.0309592 | val_loss: 0.0310031 | Time: 3313.53 ms [2021-01-21 07:09:48 main:574] : INFO : Epoch 786 | loss: 0.0309512 | val_loss: 0.0310019 | Time: 3319.12 ms [2021-01-21 07:09:52 main:574] : INFO : Epoch 787 | loss: 0.0309454 | val_loss: 0.0309904 | Time: 3318.06 ms [2021-01-21 07:09:55 main:574] : INFO : Epoch 788 | loss: 0.030969 | val_loss: 0.0310159 | Time: 3305.65 ms [2021-01-21 07:09:58 main:574] : INFO : Epoch 789 | loss: 0.0309701 | val_loss: 0.030997 | Time: 3297.52 ms [2021-01-21 07:10:02 main:574] : INFO : Epoch 790 | loss: 0.0309486 | val_loss: 0.0309976 | Time: 3295.57 ms [2021-01-21 07:10:05 main:574] : INFO : Epoch 791 | loss: 0.0309396 | val_loss: 0.0310014 | Time: 3264.27 ms [2021-01-21 07:10:09 main:574] : INFO : Epoch 792 | loss: 0.0309374 | val_loss: 0.0310035 | Time: 3297.44 ms [2021-01-21 07:10:12 main:574] : INFO : Epoch 793 | loss: 0.0309405 | val_loss: 0.0310246 | Time: 3305.49 ms [2021-01-21 07:10:15 main:574] : INFO : Epoch 794 | loss: 0.0309711 | val_loss: 0.0310103 | Time: 3265.59 ms [2021-01-21 07:10:19 main:574] : INFO : Epoch 795 | loss: 0.0309592 | val_loss: 0.0309962 | Time: 3330.16 ms [2021-01-21 07:10:22 main:574] : INFO : Epoch 796 | loss: 0.0309443 | val_loss: 0.0310019 | Time: 3271.78 ms [2021-01-21 07:10:25 main:574] : INFO : Epoch 797 | loss: 0.0309481 | val_loss: 0.0310014 | Time: 3304.37 ms [2021-01-21 07:10:29 main:574] : INFO : Epoch 798 | loss: 0.0309429 | val_loss: 0.0310103 | Time: 3273.66 ms [2021-01-21 07:10:32 main:574] : INFO : Epoch 799 | loss: 0.0309384 | val_loss: 0.0310016 | Time: 3300.54 ms [2021-01-21 07:10:35 main:574] : INFO : Epoch 800 | loss: 0.0309365 | val_loss: 0.030996 | Time: 3266.03 ms [2021-01-21 07:10:39 main:574] : INFO : Epoch 801 | loss: 0.0309359 | val_loss: 0.0310088 | Time: 3292.34 ms [2021-01-21 07:10:42 main:574] : INFO : Epoch 802 | loss: 0.0309487 | val_loss: 0.0310219 | Time: 3306.06 ms [2021-01-21 07:10:45 main:574] : INFO : Epoch 803 | loss: 0.030945 | val_loss: 0.0309987 | Time: 3290.97 ms [2021-01-21 07:10:49 main:574] : INFO : Epoch 804 | loss: 0.0309342 | val_loss: 0.0310045 | Time: 3301.2 ms [2021-01-21 07:10:52 main:574] : INFO : Epoch 805 | loss: 0.0309317 | val_loss: 0.0309985 | Time: 3314.06 ms [2021-01-21 07:10:55 main:574] : INFO : Epoch 806 | loss: 0.0309344 | val_loss: 0.0310068 | Time: 3301.04 ms [2021-01-21 07:10:59 main:574] : INFO : Epoch 807 | loss: 0.0309327 | val_loss: 0.0310096 | Time: 3291.98 ms [2021-01-21 07:11:02 main:574] : INFO : Epoch 808 | loss: 0.0309305 | val_loss: 0.0309992 | Time: 3238.51 ms [2021-01-21 07:11:05 main:574] : INFO : Epoch 809 | loss: 0.0309453 | val_loss: 0.0310031 | Time: 3319.88 ms [2021-01-21 07:11:09 main:574] : INFO : Epoch 810 | loss: 0.0309534 | val_loss: 0.0310189 | Time: 3295.98 ms [2021-01-21 07:11:12 main:574] : INFO : Epoch 811 | loss: 0.0309583 | val_loss: 0.0310052 | Time: 3293.93 ms [2021-01-21 07:11:16 main:574] : INFO : Epoch 812 | loss: 0.0309427 | val_loss: 0.0309996 | Time: 3283.89 ms [2021-01-21 07:11:19 main:574] : INFO : Epoch 813 | loss: 0.0309372 | val_loss: 0.0310077 | Time: 3296.19 ms [2021-01-21 07:11:22 main:574] : INFO : Epoch 814 | loss: 0.030931 | val_loss: 0.0310052 | Time: 3302.84 ms [2021-01-21 07:11:26 main:574] : INFO : Epoch 815 | loss: 0.030925 | val_loss: 0.0310041 | Time: 3312.35 ms [2021-01-21 07:11:29 main:574] : INFO : Epoch 816 | loss: 0.0309262 | val_loss: 0.0310174 | Time: 3285.04 ms [2021-01-21 07:11:32 main:574] : INFO : Epoch 817 | loss: 0.0309263 | val_loss: 0.0310018 | Time: 3292.56 ms [2021-01-21 07:11:36 main:574] : INFO : Epoch 818 | loss: 0.0309303 | val_loss: 0.0309958 | Time: 3242.97 ms [2021-01-21 07:11:39 main:574] : INFO : Epoch 819 | loss: 0.0309313 | val_loss: 0.0310031 | Time: 3312.9 ms [2021-01-21 07:11:42 main:574] : INFO : Epoch 820 | loss: 0.0309291 | val_loss: 0.0309993 | Time: 3259.61 ms [2021-01-21 07:11:46 main:574] : INFO : Epoch 821 | loss: 0.0309282 | val_loss: 0.0310061 | Time: 3289.92 ms [2021-01-21 07:11:49 main:574] : INFO : Epoch 822 | loss: 0.0309264 | val_loss: 0.0310014 | Time: 3292.29 ms [2021-01-21 07:11:52 main:574] : INFO : Epoch 823 | loss: 0.0309318 | val_loss: 0.0310055 | Time: 3321.3 ms [2021-01-21 07:11:56 main:574] : INFO : Epoch 824 | loss: 0.0309337 | val_loss: 0.031003 | Time: 3305.12 ms [2021-01-21 07:11:59 main:574] : INFO : Epoch 825 | loss: 0.0309307 | val_loss: 0.0310147 | Time: 3279.32 ms [2021-01-21 07:12:02 main:574] : INFO : Epoch 826 | loss: 0.0309251 | val_loss: 0.0310067 | Time: 3294.1 ms [2021-01-21 07:12:06 main:574] : INFO : Epoch 827 | loss: 0.0309276 | val_loss: 0.0310231 | Time: 3319.7 ms [2021-01-21 07:12:09 main:574] : INFO : Epoch 828 | loss: 0.0309226 | val_loss: 0.0310202 | Time: 3269.95 ms [2021-01-21 07:12:12 main:574] : INFO : Epoch 829 | loss: 0.0309271 | val_loss: 0.0310106 | Time: 3268.55 ms [2021-01-21 07:12:16 main:574] : INFO : Epoch 830 | loss: 0.0309306 | val_loss: 0.0310049 | Time: 3282.59 ms [2021-01-21 07:12:19 main:574] : INFO : Epoch 831 | loss: 0.0309387 | val_loss: 0.0310323 | Time: 3293.57 ms [2021-01-21 07:12:22 main:574] : INFO : Epoch 832 | loss: 0.0309398 | val_loss: 0.0310071 | Time: 3274.09 ms [2021-01-21 07:12:26 main:574] : INFO : Epoch 833 | loss: 0.0309269 | val_loss: 0.0309993 | Time: 3289.59 ms [2021-01-21 07:12:29 main:574] : INFO : Epoch 834 | loss: 0.0309355 | val_loss: 0.0309996 | Time: 3289.04 ms [2021-01-21 07:12:33 main:574] : INFO : Epoch 835 | loss: 0.0309298 | val_loss: 0.030997 | Time: 3291.88 ms [2021-01-21 07:12:36 main:574] : INFO : Epoch 836 | loss: 0.0309226 | val_loss: 0.0309979 | Time: 3292.85 ms [2021-01-21 07:12:39 main:574] : INFO : Epoch 837 | loss: 0.0309243 | val_loss: 0.0309995 | Time: 3285.72 ms [2021-01-21 07:12:43 main:574] : INFO : Epoch 838 | loss: 0.0309262 | val_loss: 0.0310077 | Time: 3290.07 ms [2021-01-21 07:12:46 main:574] : INFO : Epoch 839 | loss: 0.0309224 | val_loss: 0.0309988 | Time: 3315.57 ms [2021-01-21 07:12:49 main:574] : INFO : Epoch 840 | loss: 0.0309288 | val_loss: 0.0310033 | Time: 3300.7 ms [2021-01-21 07:12:53 main:574] : INFO : Epoch 841 | loss: 0.03093 | val_loss: 0.0310156 | Time: 3296.87 ms [2021-01-21 07:12:56 main:574] : INFO : Epoch 842 | loss: 0.0309283 | val_loss: 0.0310094 | Time: 3249.5 ms [2021-01-21 07:12:59 main:574] : INFO : Epoch 843 | loss: 0.0309284 | val_loss: 0.0310021 | Time: 3333.57 ms [2021-01-21 07:13:03 main:574] : INFO : Epoch 844 | loss: 0.0309256 | val_loss: 0.031018 | Time: 3293.08 ms [2021-01-21 07:13:06 main:574] : INFO : Epoch 845 | loss: 0.0309269 | val_loss: 0.0310009 | Time: 3315.98 ms [2021-01-21 07:13:10 main:574] : INFO : Epoch 846 | loss: 0.0309236 | val_loss: 0.0309997 | Time: 3293.68 ms [2021-01-21 07:13:13 main:574] : INFO : Epoch 847 | loss: 0.0309203 | val_loss: 0.0310081 | Time: 3261.85 ms [2021-01-21 07:13:16 main:574] : INFO : Epoch 848 | loss: 0.0309203 | val_loss: 0.0310021 | Time: 3265.66 ms [2021-01-21 07:13:20 main:574] : INFO : Epoch 849 | loss: 0.0309179 | val_loss: 0.0309981 | Time: 3298.54 ms [2021-01-21 07:13:23 main:574] : INFO : Epoch 850 | loss: 0.0309154 | val_loss: 0.0310038 | Time: 3299.16 ms [2021-01-21 07:13:26 main:574] : INFO : Epoch 851 | loss: 0.030915 | val_loss: 0.0310088 | Time: 3294.4 ms [2021-01-21 07:13:30 main:574] : INFO : Epoch 852 | loss: 0.030918 | val_loss: 0.0310165 | Time: 3289.91 ms [2021-01-21 07:13:33 main:574] : INFO : Epoch 853 | loss: 0.0309167 | val_loss: 0.0310135 | Time: 3291.47 ms [2021-01-21 07:13:36 main:574] : INFO : Epoch 854 | loss: 0.0309167 | val_loss: 0.031003 | Time: 3341.06 ms [2021-01-21 07:13:40 main:574] : INFO : Epoch 855 | loss: 0.0309182 | val_loss: 0.0310192 | Time: 3298.01 ms [2021-01-21 07:13:43 main:574] : INFO : Epoch 856 | loss: 0.0309152 | val_loss: 0.0310032 | Time: 3317.64 ms [2021-01-21 07:13:46 main:574] : INFO : Epoch 857 | loss: 0.0309123 | val_loss: 0.031014 | Time: 3278.87 ms [2021-01-21 07:13:50 main:574] : INFO : Epoch 858 | loss: 0.0309134 | val_loss: 0.0310144 | Time: 3312.5 ms [2021-01-21 07:13:53 main:574] : INFO : Epoch 859 | loss: 0.0309191 | val_loss: 0.0310029 | Time: 3253.56 ms [2021-01-21 07:13:57 main:574] : INFO : Epoch 860 | loss: 0.0309276 | val_loss: 0.0310026 | Time: 3314.32 ms [2021-01-21 07:14:00 main:574] : INFO : Epoch 861 | loss: 0.0309223 | val_loss: 0.0310066 | Time: 3309.34 ms [2021-01-21 07:14:03 main:574] : INFO : Epoch 862 | loss: 0.0309227 | val_loss: 0.0310009 | Time: 3305.96 ms [2021-01-21 07:14:07 main:574] : INFO : Epoch 863 | loss: 0.0309193 | val_loss: 0.0310049 | Time: 3286.39 ms [2021-01-21 07:14:10 main:574] : INFO : Epoch 864 | loss: 0.0309127 | val_loss: 0.0310056 | Time: 3288.06 ms [2021-01-21 07:14:13 main:574] : INFO : Epoch 865 | loss: 0.0309453 | val_loss: 0.0310648 | Time: 3276.82 ms [2021-01-21 07:14:17 main:574] : INFO : Epoch 866 | loss: 0.0310435 | val_loss: 0.0310581 | Time: 3308.82 ms [2021-01-21 07:14:20 main:574] : INFO : Epoch 867 | loss: 0.0310126 | val_loss: 0.0310321 | Time: 3290.56 ms [2021-01-21 07:14:23 main:574] : INFO : Epoch 868 | loss: 0.0309771 | val_loss: 0.0310154 | Time: 3276.2 ms [2021-01-21 07:14:27 main:574] : INFO : Epoch 869 | loss: 0.0309579 | val_loss: 0.031001 | Time: 3282.38 ms [2021-01-21 07:14:30 main:574] : INFO : Epoch 870 | loss: 0.0309537 | val_loss: 0.0310137 | Time: 3295.05 ms [2021-01-21 07:14:33 main:574] : INFO : Epoch 871 | loss: 0.0309544 | val_loss: 0.0310091 | Time: 3266.33 ms [2021-01-21 07:14:37 main:574] : INFO : Epoch 872 | loss: 0.0309547 | val_loss: 0.0310027 | Time: 3305.55 ms [2021-01-21 07:14:40 main:574] : INFO : Epoch 873 | loss: 0.030941 | val_loss: 0.0310066 | Time: 3278.57 ms [2021-01-21 07:14:43 main:574] : INFO : Epoch 874 | loss: 0.0309402 | val_loss: 0.0310069 | Time: 3290.21 ms [2021-01-21 07:14:47 main:574] : INFO : Epoch 875 | loss: 0.0309318 | val_loss: 0.0310084 | Time: 3295.64 ms [2021-01-21 07:14:50 main:574] : INFO : Epoch 876 | loss: 0.0309383 | val_loss: 0.031012 | Time: 3269.24 ms [2021-01-21 07:14:54 main:574] : INFO : Epoch 877 | loss: 0.0309379 | val_loss: 0.0310122 | Time: 3303.71 ms [2021-01-21 07:14:57 main:574] : INFO : Epoch 878 | loss: 0.0309394 | val_loss: 0.0310098 | Time: 3273.82 ms [2021-01-21 07:15:00 main:574] : INFO : Epoch 879 | loss: 0.030926 | val_loss: 0.0310073 | Time: 3288.82 ms [2021-01-21 07:15:04 main:574] : INFO : Epoch 880 | loss: 0.0309277 | val_loss: 0.0310002 | Time: 3349.14 ms [2021-01-21 07:15:07 main:574] : INFO : Epoch 881 | loss: 0.0309309 | val_loss: 0.0310084 | Time: 3325.93 ms [2021-01-21 07:15:10 main:574] : INFO : Epoch 882 | loss: 0.0309412 | val_loss: 0.0309999 | Time: 3299.25 ms [2021-01-21 07:15:14 main:574] : INFO : Epoch 883 | loss: 0.0309368 | val_loss: 0.0310008 | Time: 3290.79 ms [2021-01-21 07:15:17 main:574] : INFO : Epoch 884 | loss: 0.0309287 | val_loss: 0.0310064 | Time: 3275.18 ms [2021-01-21 07:15:20 main:574] : INFO : Epoch 885 | loss: 0.0309326 | val_loss: 0.0310072 | Time: 3284.96 ms [2021-01-21 07:15:24 main:574] : INFO : Epoch 886 | loss: 0.0309396 | val_loss: 0.0309965 | Time: 3312.05 ms [2021-01-21 07:15:27 main:574] : INFO : Epoch 887 | loss: 0.0309507 | val_loss: 0.0310072 | Time: 3282.53 ms [2021-01-21 07:15:31 main:574] : INFO : Epoch 888 | loss: 0.0309428 | val_loss: 0.0310087 | Time: 3276.69 ms [2021-01-21 07:15:34 main:574] : INFO : Epoch 889 | loss: 0.0309397 | val_loss: 0.0309962 | Time: 3295.02 ms [2021-01-21 07:15:37 main:574] : INFO : Epoch 890 | loss: 0.0309311 | val_loss: 0.0310093 | Time: 3312.74 ms [2021-01-21 07:15:41 main:574] : INFO : Epoch 891 | loss: 0.0309331 | val_loss: 0.0310059 | Time: 3331.73 ms [2021-01-21 07:15:44 main:574] : INFO : Epoch 892 | loss: 0.0309375 | val_loss: 0.0309864 | Time: 3305.07 ms [2021-01-21 07:15:47 main:574] : INFO : Epoch 893 | loss: 0.0309526 | val_loss: 0.0310014 | Time: 3300.63 ms [2021-01-21 07:15:51 main:574] : INFO : Epoch 894 | loss: 0.0309604 | val_loss: 0.0309963 | Time: 3286.76 ms [2021-01-21 07:15:54 main:574] : INFO : Epoch 895 | loss: 0.030953 | val_loss: 0.0310052 | Time: 3304.32 ms [2021-01-21 07:15:57 main:574] : INFO : Epoch 896 | loss: 0.0309477 | val_loss: 0.0310005 | Time: 3319.29 ms [2021-01-21 07:16:01 main:574] : INFO : Epoch 897 | loss: 0.0309418 | val_loss: 0.0309912 | Time: 3348.58 ms [2021-01-21 07:16:04 main:574] : INFO : Epoch 898 | loss: 0.0309413 | val_loss: 0.0310032 | Time: 3297.75 ms [2021-01-21 07:16:08 main:574] : INFO : Epoch 899 | loss: 0.0309528 | val_loss: 0.0310032 | Time: 3290.28 ms [2021-01-21 07:16:11 main:574] : INFO : Epoch 900 | loss: 0.0309408 | val_loss: 0.031001 | Time: 3288.32 ms [2021-01-21 07:16:14 main:574] : INFO : Epoch 901 | loss: 0.0309393 | val_loss: 0.0309983 | Time: 3309 ms [2021-01-21 07:16:18 main:574] : INFO : Epoch 902 | loss: 0.0309458 | val_loss: 0.0310061 | Time: 3269.29 ms [2021-01-21 07:16:21 main:574] : INFO : Epoch 903 | loss: 0.0309373 | val_loss: 0.0309934 | Time: 3285.91 ms [2021-01-21 07:16:24 main:574] : INFO : Epoch 904 | loss: 0.0309311 | val_loss: 0.0309968 | Time: 3283.62 ms [2021-01-21 07:16:28 main:574] : INFO : Epoch 905 | loss: 0.0309288 | val_loss: 0.030996 | Time: 3281.01 ms [2021-01-21 07:16:31 main:574] : INFO : Epoch 906 | loss: 0.0309275 | val_loss: 0.0309981 | Time: 3281.63 ms [2021-01-21 07:16:34 main:574] : INFO : Epoch 907 | loss: 0.0309405 | val_loss: 0.031005 | Time: 3298.87 ms [2021-01-21 07:16:38 main:574] : INFO : Epoch 908 | loss: 0.0309356 | val_loss: 0.0309997 | Time: 3292.98 ms [2021-01-21 07:16:41 main:574] : INFO : Epoch 909 | loss: 0.0309463 | val_loss: 0.0310098 | Time: 3339.7 ms [2021-01-21 07:16:45 main:574] : INFO : Epoch 910 | loss: 0.0309424 | val_loss: 0.0309947 | Time: 3274.65 ms [2021-01-21 07:16:48 main:574] : INFO : Epoch 911 | loss: 0.0309466 | val_loss: 0.0309965 | Time: 3255.33 ms [2021-01-21 07:16:51 main:574] : INFO : Epoch 912 | loss: 0.0309374 | val_loss: 0.0309976 | Time: 3280.73 ms [2021-01-21 07:16:55 main:574] : INFO : Epoch 913 | loss: 0.0309365 | val_loss: 0.0309988 | Time: 3302.31 ms [2021-01-21 07:16:58 main:574] : INFO : Epoch 914 | loss: 0.0310138 | val_loss: 0.0310604 | Time: 3267.94 ms [2021-01-21 07:17:01 main:574] : INFO : Epoch 915 | loss: 0.0310387 | val_loss: 0.031047 | Time: 3308.57 ms [2021-01-21 07:17:05 main:574] : INFO : Epoch 916 | loss: 0.0310142 | val_loss: 0.0310336 | Time: 3269.54 ms [2021-01-21 07:17:08 main:574] : INFO : Epoch 917 | loss: 0.0309987 | val_loss: 0.0310245 | Time: 3319.88 ms [2021-01-21 07:17:11 main:574] : INFO : Epoch 918 | loss: 0.0309832 | val_loss: 0.0310065 | Time: 3302.58 ms [2021-01-21 07:17:15 main:574] : INFO : Epoch 919 | loss: 0.0309733 | val_loss: 0.0310054 | Time: 3298.19 ms [2021-01-21 07:17:18 main:574] : INFO : Epoch 920 | loss: 0.030969 | val_loss: 0.0310035 | Time: 3318.25 ms [2021-01-21 07:17:21 main:574] : INFO : Epoch 921 | loss: 0.0309674 | val_loss: 0.0310019 | Time: 3292.66 ms [2021-01-21 07:17:25 main:574] : INFO : Epoch 922 | loss: 0.0309725 | val_loss: 0.0310027 | Time: 3315.86 ms [2021-01-21 07:17:28 main:574] : INFO : Epoch 923 | loss: 0.0309611 | val_loss: 0.0309938 | Time: 3305.71 ms [2021-01-21 07:17:32 main:574] : INFO : Epoch 924 | loss: 0.0309638 | val_loss: 0.0310071 | Time: 3292.75 ms [2021-01-21 07:17:35 main:574] : INFO : Epoch 925 | loss: 0.0309619 | val_loss: 0.0309925 | Time: 3303.03 ms [2021-01-21 07:17:38 main:574] : INFO : Epoch 926 | loss: 0.0309485 | val_loss: 0.0309909 | Time: 3281.83 ms [2021-01-21 07:17:42 main:574] : INFO : Epoch 927 | loss: 0.0309476 | val_loss: 0.0309836 | Time: 3309.22 ms [2021-01-21 07:17:45 main:574] : INFO : Epoch 928 | loss: 0.0309471 | val_loss: 0.0309941 | Time: 3291.13 ms [2021-01-21 07:17:48 main:574] : INFO : Epoch 929 | loss: 0.0309576 | val_loss: 0.0310155 | Time: 3294.14 ms [2021-01-21 07:17:52 main:574] : INFO : Epoch 930 | loss: 0.030963 | val_loss: 0.0310059 | Time: 3265.11 ms [2021-01-21 07:17:55 main:574] : INFO : Epoch 931 | loss: 0.0309905 | val_loss: 0.0310554 | Time: 3302.83 ms [2021-01-21 07:17:58 main:574] : INFO : Epoch 932 | loss: 0.0310234 | val_loss: 0.0310392 | Time: 3295.16 ms [2021-01-21 07:18:02 main:574] : INFO : Epoch 933 | loss: 0.0309954 | val_loss: 0.0310168 | Time: 3292.37 ms [2021-01-21 07:18:05 main:574] : INFO : Epoch 934 | loss: 0.030976 | val_loss: 0.0310067 | Time: 3284.96 ms [2021-01-21 07:18:08 main:574] : INFO : Epoch 935 | loss: 0.030963 | val_loss: 0.0310065 | Time: 3245.8 ms [2021-01-21 07:18:12 main:574] : INFO : Epoch 936 | loss: 0.0309543 | val_loss: 0.0309999 | Time: 3301 ms [2021-01-21 07:18:15 main:574] : INFO : Epoch 937 | loss: 0.0309509 | val_loss: 0.0309986 | Time: 3250.29 ms [2021-01-21 07:18:18 main:574] : INFO : Epoch 938 | loss: 0.0309502 | val_loss: 0.0309916 | Time: 3292.76 ms [2021-01-21 07:18:22 main:574] : INFO : Epoch 939 | loss: 0.0309456 | val_loss: 0.0309911 | Time: 3320.82 ms [2021-01-21 07:18:25 main:574] : INFO : Epoch 940 | loss: 0.030943 | val_loss: 0.0309919 | Time: 3291.19 ms [2021-01-21 07:18:28 main:574] : INFO : Epoch 941 | loss: 0.0309441 | val_loss: 0.0309953 | Time: 3273.96 ms [2021-01-21 07:18:32 main:574] : INFO : Epoch 942 | loss: 0.0309485 | val_loss: 0.0309913 | Time: 3292.17 ms [2021-01-21 07:18:35 main:574] : INFO : Epoch 943 | loss: 0.0309467 | val_loss: 0.0310005 | Time: 3313.12 ms [2021-01-21 07:18:39 main:574] : INFO : Epoch 944 | loss: 0.0309427 | val_loss: 0.031006 | Time: 3317.09 ms [2021-01-21 07:18:42 main:574] : INFO : Epoch 945 | loss: 0.0309381 | val_loss: 0.0309967 | Time: 3291.84 ms [2021-01-21 07:18:45 main:574] : INFO : Epoch 946 | loss: 0.030937 | val_loss: 0.0309981 | Time: 3273.08 ms [2021-01-21 07:18:49 main:574] : INFO : Epoch 947 | loss: 0.0309385 | val_loss: 0.0309987 | Time: 3285.99 ms [2021-01-21 07:18:52 main:574] : INFO : Epoch 948 | loss: 0.0309352 | val_loss: 0.0310042 | Time: 3299.19 ms [2021-01-21 07:18:55 main:574] : INFO : Epoch 949 | loss: 0.0309326 | val_loss: 0.0310063 | Time: 3298.55 ms [2021-01-21 07:18:59 main:574] : INFO : Epoch 950 | loss: 0.0309383 | val_loss: 0.0309972 | Time: 3260.74 ms [2021-01-21 07:19:02 main:574] : INFO : Epoch 951 | loss: 0.0309357 | val_loss: 0.0310169 | Time: 3282.98 ms [2021-01-21 07:19:05 main:574] : INFO : Epoch 952 | loss: 0.0309636 | val_loss: 0.0310105 | Time: 3277.01 ms [2021-01-21 07:19:09 main:574] : INFO : Epoch 953 | loss: 0.0309513 | val_loss: 0.0310033 | Time: 3298.44 ms [2021-01-21 07:19:12 main:574] : INFO : Epoch 954 | loss: 0.0309457 | val_loss: 0.0310027 | Time: 3304.09 ms [2021-01-21 07:19:15 main:574] : INFO : Epoch 955 | loss: 0.030941 | val_loss: 0.0310131 | Time: 3302.53 ms [2021-01-21 07:19:19 main:574] : INFO : Epoch 956 | loss: 0.0309356 | val_loss: 0.0309944 | Time: 3310.2 ms [2021-01-21 07:19:22 main:574] : INFO : Epoch 957 | loss: 0.0309295 | val_loss: 0.0309985 | Time: 3286.67 ms [2021-01-21 07:19:25 main:574] : INFO : Epoch 958 | loss: 0.0309292 | val_loss: 0.0310008 | Time: 3273.02 ms [2021-01-21 07:19:29 main:574] : INFO : Epoch 959 | loss: 0.0309453 | val_loss: 0.0310051 | Time: 3316.09 ms [2021-01-21 07:19:32 main:574] : INFO : Epoch 960 | loss: 0.030943 | val_loss: 0.0310085 | Time: 3336.51 ms [2021-01-21 07:19:36 main:574] : INFO : Epoch 961 | loss: 0.030938 | val_loss: 0.0310059 | Time: 3314.93 ms [2021-01-21 07:19:39 main:574] : INFO : Epoch 962 | loss: 0.0309478 | val_loss: 0.0310113 | Time: 3352.18 ms [2021-01-21 07:19:42 main:574] : INFO : Epoch 963 | loss: 0.0309458 | val_loss: 0.0310002 | Time: 3296 ms [2021-01-21 07:19:46 main:574] : INFO : Epoch 964 | loss: 0.0309554 | val_loss: 0.031012 | Time: 3305.39 ms [2021-01-21 07:19:49 main:574] : INFO : Epoch 965 | loss: 0.0309476 | val_loss: 0.031006 | Time: 3255.01 ms [2021-01-21 07:19:52 main:574] : INFO : Epoch 966 | loss: 0.0309371 | val_loss: 0.0310104 | Time: 3310.58 ms [2021-01-21 07:19:56 main:574] : INFO : Epoch 967 | loss: 0.0309331 | val_loss: 0.0310086 | Time: 3316.21 ms [2021-01-21 07:19:59 main:574] : INFO : Epoch 968 | loss: 0.0309286 | val_loss: 0.0310142 | Time: 3302.68 ms [2021-01-21 07:20:03 main:574] : INFO : Epoch 969 | loss: 0.030973 | val_loss: 0.0309972 | Time: 3356.36 ms [2021-01-21 07:20:06 main:574] : INFO : Epoch 970 | loss: 0.0309495 | val_loss: 0.0310061 | Time: 3305.81 ms [2021-01-21 07:20:09 main:574] : INFO : Epoch 971 | loss: 0.0309484 | val_loss: 0.0309984 | Time: 3286.64 ms [2021-01-21 07:20:13 main:574] : INFO : Epoch 972 | loss: 0.0309483 | val_loss: 0.0310078 | Time: 3316.74 ms [2021-01-21 07:20:16 main:574] : INFO : Epoch 973 | loss: 0.0309463 | val_loss: 0.0310058 | Time: 3275.27 ms [2021-01-21 07:20:19 main:574] : INFO : Epoch 974 | loss: 0.0309436 | val_loss: 0.0310109 | Time: 3270.4 ms [2021-01-21 07:20:23 main:574] : INFO : Epoch 975 | loss: 0.0309364 | val_loss: 0.0310082 | Time: 3325.84 ms [2021-01-21 07:20:26 main:574] : INFO : Epoch 976 | loss: 0.0309377 | val_loss: 0.0310003 | Time: 3303.29 ms [2021-01-21 07:20:29 main:574] : INFO : Epoch 977 | loss: 0.0309371 | val_loss: 0.0309974 | Time: 3266.68 ms [2021-01-21 07:20:33 main:574] : INFO : Epoch 978 | loss: 0.0309333 | val_loss: 0.0310027 | Time: 3338.3 ms [2021-01-21 07:20:36 main:574] : INFO : Epoch 979 | loss: 0.0309396 | val_loss: 0.0310086 | Time: 3307.7 ms [2021-01-21 07:20:40 main:574] : INFO : Epoch 980 | loss: 0.0309344 | val_loss: 0.0310014 | Time: 3284.02 ms [2021-01-21 07:20:43 main:574] : INFO : Epoch 981 | loss: 0.0309366 | val_loss: 0.0309947 | Time: 3291.12 ms [2021-01-21 07:20:46 main:574] : INFO : Epoch 982 | loss: 0.0309787 | val_loss: 0.0310109 | Time: 3289.77 ms [2021-01-21 07:20:50 main:574] : INFO : Epoch 983 | loss: 0.0309685 | val_loss: 0.0310177 | Time: 3267.08 ms [2021-01-21 07:20:53 main:574] : INFO : Epoch 984 | loss: 0.0309854 | val_loss: 0.0310205 | Time: 3297.25 ms [2021-01-21 07:20:56 main:574] : INFO : Epoch 985 | loss: 0.0309634 | val_loss: 0.0310179 | Time: 3293.16 ms [2021-01-21 07:21:00 main:574] : INFO : Epoch 986 | loss: 0.0309584 | val_loss: 0.0310314 | Time: 3291.96 ms [2021-01-21 07:21:03 main:574] : INFO : Epoch 987 | loss: 0.0309586 | val_loss: 0.0310053 | Time: 3295.83 ms [2021-01-21 07:21:07 main:574] : INFO : Epoch 988 | loss: 0.0309517 | val_loss: 0.031008 | Time: 3278.08 ms [2021-01-21 07:21:10 main:574] : INFO : Epoch 989 | loss: 0.0309405 | val_loss: 0.0309983 | Time: 3307.36 ms [2021-01-21 07:21:13 main:574] : INFO : Epoch 990 | loss: 0.0309374 | val_loss: 0.0309961 | Time: 3300.35 ms [2021-01-21 07:21:17 main:574] : INFO : Epoch 991 | loss: 0.0309407 | val_loss: 0.031002 | Time: 3301.79 ms [2021-01-21 07:21:20 main:574] : INFO : Epoch 992 | loss: 0.0309382 | val_loss: 0.0310162 | Time: 3306.09 ms [2021-01-21 07:21:23 main:574] : INFO : Epoch 993 | loss: 0.0309301 | val_loss: 0.0310132 | Time: 3293.38 ms [2021-01-21 07:21:27 main:574] : INFO : Epoch 994 | loss: 0.0309274 | val_loss: 0.0310107 | Time: 3317.44 ms [2021-01-21 07:21:30 main:574] : INFO : Epoch 995 | loss: 0.0309232 | val_loss: 0.0310064 | Time: 3313.1 ms [2021-01-21 07:21:33 main:574] : INFO : Epoch 996 | loss: 0.0309223 | val_loss: 0.0310075 | Time: 3281.7 ms [2021-01-21 07:21:37 main:574] : INFO : Epoch 997 | loss: 0.0309207 | val_loss: 0.0310012 | Time: 3296.52 ms [2021-01-21 07:21:40 main:574] : INFO : Epoch 998 | loss: 0.0309208 | val_loss: 0.031026 | Time: 3293.35 ms [2021-01-21 07:21:44 main:574] : INFO : Epoch 999 | loss: 0.0309217 | val_loss: 0.0310041 | Time: 3355.65 ms [2021-01-21 07:21:47 main:574] : INFO : Epoch 1000 | loss: 0.03093 | val_loss: 0.0310002 | Time: 3304.59 ms [2021-01-21 07:21:50 main:574] : INFO : Epoch 1001 | loss: 0.0309266 | val_loss: 0.0309908 | Time: 3273.84 ms [2021-01-21 07:21:54 main:574] : INFO : Epoch 1002 | loss: 0.0309304 | val_loss: 0.0309994 | Time: 3288.23 ms [2021-01-21 07:21:57 main:574] : INFO : Epoch 1003 | loss: 0.0309267 | val_loss: 0.0309995 | Time: 3301.47 ms [2021-01-21 07:22:00 main:574] : INFO : Epoch 1004 | loss: 0.0309516 | val_loss: 0.0309986 | Time: 3309.55 ms [2021-01-21 07:22:04 main:574] : INFO : Epoch 1005 | loss: 0.030944 | val_loss: 0.031004 | Time: 3309.22 ms [2021-01-21 07:22:07 main:574] : INFO : Epoch 1006 | loss: 0.0309487 | val_loss: 0.0310037 | Time: 3285.99 ms [2021-01-21 07:22:10 main:574] : INFO : Epoch 1007 | loss: 0.030938 | val_loss: 0.0309969 | Time: 3289.58 ms [2021-01-21 07:22:14 main:574] : INFO : Epoch 1008 | loss: 0.03093 | val_loss: 0.0310045 | Time: 3312.08 ms [2021-01-21 07:22:17 main:574] : INFO : Epoch 1009 | loss: 0.0309285 | val_loss: 0.0310169 | Time: 3288.93 ms [2021-01-21 07:22:21 main:574] : INFO : Epoch 1010 | loss: 0.0309311 | val_loss: 0.0310052 | Time: 3286.25 ms [2021-01-21 07:22:24 main:574] : INFO : Epoch 1011 | loss: 0.0309608 | val_loss: 0.0310232 | Time: 3300.89 ms [2021-01-21 07:22:27 main:574] : INFO : Epoch 1012 | loss: 0.030965 | val_loss: 0.0310173 | Time: 3276.11 ms [2021-01-21 07:22:31 main:574] : INFO : Epoch 1013 | loss: 0.0309551 | val_loss: 0.0309985 | Time: 3285.96 ms [2021-01-21 07:22:34 main:574] : INFO : Epoch 1014 | loss: 0.0309469 | val_loss: 0.0310064 | Time: 3286.84 ms [2021-01-21 07:22:37 main:574] : INFO : Epoch 1015 | loss: 0.0309391 | val_loss: 0.0309907 | Time: 3285.77 ms [2021-01-21 07:22:41 main:574] : INFO : Epoch 1016 | loss: 0.0309351 | val_loss: 0.0309976 | Time: 3312.03 ms [2021-01-21 07:22:44 main:574] : INFO : Epoch 1017 | loss: 0.0309307 | val_loss: 0.0309942 | Time: 3289.6 ms [2021-01-21 07:22:47 main:574] : INFO : Epoch 1018 | loss: 0.0309342 | val_loss: 0.0309842 | Time: 3288.83 ms [2021-01-21 07:22:51 main:574] : INFO : Epoch 1019 | loss: 0.0309299 | val_loss: 0.0309851 | Time: 3282.64 ms [2021-01-21 07:22:54 main:574] : INFO : Epoch 1020 | loss: 0.030932 | val_loss: 0.0309909 | Time: 3304.66 ms [2021-01-21 07:22:57 main:574] : INFO : Epoch 1021 | loss: 0.030943 | val_loss: 0.0310088 | Time: 3296.01 ms [2021-01-21 07:23:01 main:574] : INFO : Epoch 1022 | loss: 0.0309357 | val_loss: 0.0310003 | Time: 3323.02 ms [2021-01-21 07:23:04 main:574] : INFO : Epoch 1023 | loss: 0.0309339 | val_loss: 0.0309965 | Time: 3321.07 ms [2021-01-21 07:23:07 main:574] : INFO : Epoch 1024 | loss: 0.0309345 | val_loss: 0.0310047 | Time: 3302.81 ms [2021-01-21 07:23:07 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0310047 [2021-01-21 07:23:08 main:603] : INFO : Saving end state to config to file [2021-01-21 07:23:08 main:608] : INFO : Success, exiting.. 07:23:08 (9764): 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)