Task 3181395
| Name | ParityModified-1605453618-20138-4_0 |
| Workunit | 1476002 |
| Created | 5 Dec 2020, 9:56:30 UTC |
| Sent | 6 Dec 2020, 11:19:15 UTC |
| Report deadline | 13 Dec 2020, 11:19:15 UTC |
| Received | 6 Dec 2020, 12:14:39 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5217 |
| Run time | 55 min 2 sec |
| CPU time | 54 min 11 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 1,180.19 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.58 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> : INFO : Epoch 514 | loss: 0.0311179 | val_loss: 0.0311599 | Time: 3216.13 ms [2020-12-06 12:46:53 main:574] : INFO : Epoch 515 | loss: 0.031116 | val_loss: 0.031166 | Time: 3194.95 ms [2020-12-06 12:46:56 main:574] : INFO : Epoch 516 | loss: 0.0311141 | val_loss: 0.0311636 | Time: 3263.74 ms [2020-12-06 12:47:00 main:574] : INFO : Epoch 517 | loss: 0.0311147 | val_loss: 0.0311592 | Time: 3216.66 ms [2020-12-06 12:47:03 main:574] : INFO : Epoch 518 | loss: 0.0311157 | val_loss: 0.0311621 | Time: 3201.83 ms [2020-12-06 12:47:06 main:574] : INFO : Epoch 519 | loss: 0.0311142 | val_loss: 0.0311592 | Time: 3186.75 ms [2020-12-06 12:47:09 main:574] : INFO : Epoch 520 | loss: 0.0311163 | val_loss: 0.0311627 | Time: 3176.18 ms [2020-12-06 12:47:13 main:574] : INFO : Epoch 521 | loss: 0.0311162 | val_loss: 0.0311639 | Time: 3170.91 ms [2020-12-06 12:47:16 main:574] : INFO : Epoch 522 | loss: 0.0311154 | val_loss: 0.031165 | Time: 3189.04 ms [2020-12-06 12:47:19 main:574] : INFO : Epoch 523 | loss: 0.0311151 | val_loss: 0.0311576 | Time: 3173.99 ms [2020-12-06 12:47:22 main:574] : INFO : Epoch 524 | loss: 0.0311169 | val_loss: 0.0311647 | Time: 3214.72 ms [2020-12-06 12:47:25 main:574] : INFO : Epoch 525 | loss: 0.0311181 | val_loss: 0.0311654 | Time: 3166.57 ms [2020-12-06 12:47:29 main:574] : INFO : Epoch 526 | loss: 0.0311153 | val_loss: 0.0311573 | Time: 3185.15 ms [2020-12-06 12:47:32 main:574] : INFO : Epoch 527 | loss: 0.031114 | val_loss: 0.0311609 | Time: 3179.2 ms [2020-12-06 12:47:35 main:574] : INFO : Epoch 528 | loss: 0.0311132 | val_loss: 0.0311615 | Time: 3226.38 ms [2020-12-06 12:47:38 main:574] : INFO : Epoch 529 | loss: 0.031115 | val_loss: 0.0311689 | Time: 3193.51 ms [2020-12-06 12:47:41 main:574] : INFO : Epoch 530 | loss: 0.0311136 | val_loss: 0.0311638 | Time: 3161.58 ms [2020-12-06 12:47:45 main:574] : INFO : Epoch 531 | loss: 0.0311159 | val_loss: 0.0311616 | Time: 3294.4 ms [2020-12-06 12:47:48 main:574] : INFO : Epoch 532 | loss: 0.0311149 | val_loss: 0.0311687 | Time: 3284.42 ms [2020-12-06 12:47:51 main:574] : INFO : Epoch 533 | loss: 0.0311168 | val_loss: 0.0311704 | Time: 3193.63 ms [2020-12-06 12:47:54 main:574] : INFO : Epoch 534 | loss: 0.0311131 | val_loss: 0.0311728 | Time: 3206.15 ms [2020-12-06 12:47:58 main:574] : INFO : Epoch 535 | loss: 0.0311114 | val_loss: 0.0311701 | Time: 3168.13 ms [2020-12-06 12:48:01 main:574] : INFO : Epoch 536 | loss: 0.0311119 | val_loss: 0.0311692 | Time: 3242.6 ms [2020-12-06 12:48:04 main:574] : INFO : Epoch 537 | loss: 0.0311128 | val_loss: 0.0311684 | Time: 3166.97 ms [2020-12-06 12:48:07 main:574] : INFO : Epoch 538 | loss: 0.0311131 | val_loss: 0.0311677 | Time: 3145.5 ms [2020-12-06 12:48:10 main:574] : INFO : Epoch 539 | loss: 0.0311107 | val_loss: 0.0311607 | Time: 3157.62 ms [2020-12-06 12:48:14 main:574] : INFO : Epoch 540 | loss: 0.0311117 | val_loss: 0.0311736 | Time: 3207.14 ms [2020-12-06 12:48:17 main:574] : INFO : Epoch 541 | loss: 0.0311145 | val_loss: 0.0311699 | Time: 3232.94 ms [2020-12-06 12:48:20 main:574] : INFO : Epoch 542 | loss: 0.0311102 | val_loss: 0.031163 | Time: 3196.97 ms [2020-12-06 12:48:23 main:574] : INFO : Epoch 543 | loss: 0.0311105 | val_loss: 0.0311724 | Time: 3145.07 ms [2020-12-06 12:48:27 main:574] : INFO : Epoch 544 | loss: 0.0311167 | val_loss: 0.0311679 | Time: 3221.5 ms [2020-12-06 12:48:30 main:574] : INFO : Epoch 545 | loss: 0.0311125 | val_loss: 0.0311719 | Time: 3223.5 ms [2020-12-06 12:48:33 main:574] : INFO : Epoch 546 | loss: 0.0311135 | val_loss: 0.0311689 | Time: 3218.18 ms [2020-12-06 12:48:36 main:574] : INFO : Epoch 547 | loss: 0.0311204 | val_loss: 0.0311647 | Time: 3254.2 ms [2020-12-06 12:48:40 main:574] : INFO : Epoch 548 | loss: 0.0311293 | val_loss: 0.0311749 | Time: 3259.14 ms [2020-12-06 12:48:43 main:574] : INFO : Epoch 549 | loss: 0.0311243 | val_loss: 0.0311693 | Time: 3165.64 ms [2020-12-06 12:48:46 main:574] : INFO : Epoch 550 | loss: 0.0311252 | val_loss: 0.0311675 | Time: 3168.89 ms [2020-12-06 12:48:49 main:574] : INFO : Epoch 551 | loss: 0.0311234 | val_loss: 0.031164 | Time: 3148.89 ms [2020-12-06 12:48:52 main:574] : INFO : Epoch 552 | loss: 0.0311236 | val_loss: 0.0311652 | Time: 3215.21 ms [2020-12-06 12:48:56 main:574] : INFO : Epoch 553 | loss: 0.0311235 | val_loss: 0.0311665 | Time: 3202.67 ms [2020-12-06 12:48:59 main:574] : INFO : Epoch 554 | loss: 0.0311284 | val_loss: 0.0311647 | Time: 3174.2 ms [2020-12-06 12:49:02 main:574] : INFO : Epoch 555 | loss: 0.0311246 | val_loss: 0.0311602 | Time: 3234.69 ms [2020-12-06 12:49:05 main:574] : INFO : Epoch 556 | loss: 0.0311215 | val_loss: 0.0311625 | Time: 3182.29 ms [2020-12-06 12:49:08 main:574] : INFO : Epoch 557 | loss: 0.0311209 | val_loss: 0.0311657 | Time: 3191.35 ms [2020-12-06 12:49:12 main:574] : INFO : Epoch 558 | loss: 0.0311185 | val_loss: 0.031166 | Time: 3145.55 ms [2020-12-06 12:49:15 main:574] : INFO : Epoch 559 | loss: 0.0311215 | val_loss: 0.0311667 | Time: 3154.65 ms [2020-12-06 12:49:18 main:574] : INFO : Epoch 560 | loss: 0.0311276 | val_loss: 0.0311644 | Time: 3170.9 ms [2020-12-06 12:49:21 main:574] : INFO : Epoch 561 | loss: 0.0311411 | val_loss: 0.0311572 | Time: 3222.34 ms [2020-12-06 12:49:24 main:574] : INFO : Epoch 562 | loss: 0.0311365 | val_loss: 0.0311547 | Time: 3202.53 ms [2020-12-06 12:49:28 main:574] : INFO : Epoch 563 | loss: 0.0311338 | val_loss: 0.0311574 | Time: 3196.79 ms [2020-12-06 12:49:31 main:574] : INFO : Epoch 564 | loss: 0.0311304 | val_loss: 0.0311535 | Time: 3219.6 ms [2020-12-06 12:49:34 main:574] : INFO : Epoch 565 | loss: 0.0311282 | val_loss: 0.0311575 | Time: 3168.41 ms [2020-12-06 12:49:37 main:574] : INFO : Epoch 566 | loss: 0.0311258 | val_loss: 0.0311592 | Time: 3232.4 ms [2020-12-06 12:49:41 main:574] : INFO : Epoch 567 | loss: 0.0311231 | val_loss: 0.0311583 | Time: 3213.75 ms [2020-12-06 12:49:44 main:574] : INFO : Epoch 568 | loss: 0.0311235 | val_loss: 0.0311555 | Time: 3175.83 ms [2020-12-06 12:49:47 main:574] : INFO : Epoch 569 | loss: 0.0311227 | val_loss: 0.0311579 | Time: 3167.14 ms [2020-12-06 12:49:50 main:574] : INFO : Epoch 570 | loss: 0.031122 | val_loss: 0.0311522 | Time: 3192.84 ms [2020-12-06 12:49:53 main:574] : INFO : Epoch 571 | loss: 0.0311189 | val_loss: 0.0311595 | Time: 3210.1 ms [2020-12-06 12:49:57 main:574] : INFO : Epoch 572 | loss: 0.0311174 | val_loss: 0.03116 | Time: 3203.56 ms [2020-12-06 12:50:00 main:574] : INFO : Epoch 573 | loss: 0.03112 | val_loss: 0.0311562 | Time: 3201.56 ms [2020-12-06 12:50:03 main:574] : INFO : Epoch 574 | loss: 0.0311185 | val_loss: 0.0311623 | Time: 3243.66 ms [2020-12-06 12:50:06 main:574] : INFO : Epoch 575 | loss: 0.0311182 | val_loss: 0.0311623 | Time: 3175.57 ms [2020-12-06 12:50:10 main:574] : INFO : Epoch 576 | loss: 0.0311171 | val_loss: 0.0311577 | Time: 3234.45 ms [2020-12-06 12:50:13 main:574] : INFO : Epoch 577 | loss: 0.0311141 | val_loss: 0.0311614 | Time: 3186.15 ms [2020-12-06 12:50:16 main:574] : INFO : Epoch 578 | loss: 0.0311193 | val_loss: 0.0311593 | Time: 3169.21 ms [2020-12-06 12:50:19 main:574] : INFO : Epoch 579 | loss: 0.03112 | val_loss: 0.0311619 | Time: 3248.18 ms [2020-12-06 12:50:23 main:574] : INFO : Epoch 580 | loss: 0.0311178 | val_loss: 0.0311572 | Time: 3203.02 ms [2020-12-06 12:50:26 main:574] : INFO : Epoch 581 | loss: 0.0311166 | val_loss: 0.031162 | Time: 3219.26 ms [2020-12-06 12:50:29 main:574] : INFO : Epoch 582 | loss: 0.0311158 | val_loss: 0.0311562 | Time: 3243.81 ms [2020-12-06 12:50:32 main:574] : INFO : Epoch 583 | loss: 0.0311168 | val_loss: 0.0311641 | Time: 3262.79 ms [2020-12-06 12:50:36 main:574] : INFO : Epoch 584 | loss: 0.0311147 | val_loss: 0.031162 | Time: 3214.55 ms [2020-12-06 12:50:39 main:574] : INFO : Epoch 585 | loss: 0.0311132 | val_loss: 0.0311601 | Time: 3208.58 ms [2020-12-06 12:50:42 main:574] : INFO : Epoch 586 | loss: 0.0311124 | val_loss: 0.0311615 | Time: 3238.47 ms [2020-12-06 12:50:45 main:574] : INFO : Epoch 587 | loss: 0.0311124 | val_loss: 0.0311629 | Time: 3252.41 ms [2020-12-06 12:50:49 main:574] : INFO : Epoch 588 | loss: 0.0311189 | val_loss: 0.0311669 | Time: 3195.51 ms [2020-12-06 12:50:52 main:574] : INFO : Epoch 589 | loss: 0.0311206 | val_loss: 0.0311613 | Time: 3184.9 ms [2020-12-06 12:50:55 main:574] : INFO : Epoch 590 | loss: 0.0311175 | val_loss: 0.0311572 | Time: 3220.25 ms [2020-12-06 12:50:58 main:574] : INFO : Epoch 591 | loss: 0.0311154 | val_loss: 0.0311631 | Time: 3167.66 ms [2020-12-06 12:51:01 main:574] : INFO : Epoch 592 | loss: 0.031118 | val_loss: 0.0311606 | Time: 3173.96 ms [2020-12-06 12:51:05 main:574] : INFO : Epoch 593 | loss: 0.0311169 | val_loss: 0.0311687 | Time: 3182.06 ms [2020-12-06 12:51:08 main:574] : INFO : Epoch 594 | loss: 0.0311141 | val_loss: 0.0311624 | Time: 3205.15 ms [2020-12-06 12:51:11 main:574] : INFO : Epoch 595 | loss: 0.0311127 | val_loss: 0.0311656 | Time: 3188.01 ms [2020-12-06 12:51:14 main:574] : INFO : Epoch 596 | loss: 0.0311124 | val_loss: 0.0311658 | Time: 3207.53 ms [2020-12-06 12:51:17 main:574] : INFO : Epoch 597 | loss: 0.0311137 | val_loss: 0.0311653 | Time: 3244.48 ms [2020-12-06 12:51:21 main:574] : INFO : Epoch 598 | loss: 0.0311127 | val_loss: 0.0311693 | Time: 3180.79 ms [2020-12-06 12:51:24 main:574] : INFO : Epoch 599 | loss: 0.0311142 | val_loss: 0.0311599 | Time: 3168.82 ms [2020-12-06 12:51:27 main:574] : INFO : Epoch 600 | loss: 0.0311156 | val_loss: 0.0311615 | Time: 3195.48 ms [2020-12-06 12:51:30 main:574] : INFO : Epoch 601 | loss: 0.0311197 | val_loss: 0.0311594 | Time: 3162.64 ms [2020-12-06 12:51:33 main:574] : INFO : Epoch 602 | loss: 0.0311244 | val_loss: 0.0311638 | Time: 3184.7 ms [2020-12-06 12:51:37 main:574] : INFO : Epoch 603 | loss: 0.0311187 | val_loss: 0.0311628 | Time: 3161.34 ms [2020-12-06 12:51:40 main:574] : INFO : Epoch 604 | loss: 0.0311158 | val_loss: 0.0311578 | Time: 3180.76 ms [2020-12-06 12:51:43 main:574] : INFO : Epoch 605 | loss: 0.0311146 | val_loss: 0.0311618 | Time: 3199.58 ms [2020-12-06 12:51:46 main:574] : INFO : Epoch 606 | loss: 0.0311137 | val_loss: 0.031161 | Time: 3182.33 ms [2020-12-06 12:51:49 main:574] : INFO : Epoch 607 | loss: 0.0311199 | val_loss: 0.0311569 | Time: 3194.63 ms [2020-12-06 12:51:53 main:574] : INFO : Epoch 608 | loss: 0.0311264 | val_loss: 0.0311592 | Time: 3184.11 ms [2020-12-06 12:51:56 main:574] : INFO : Epoch 609 | loss: 0.0311259 | val_loss: 0.0311589 | Time: 3188.45 ms [2020-12-06 12:51:59 main:574] : INFO : Epoch 610 | loss: 0.0311247 | val_loss: 0.0311614 | Time: 3184.2 ms [2020-12-06 12:52:02 main:574] : INFO : Epoch 611 | loss: 0.0311245 | val_loss: 0.031157 | Time: 3195.23 ms [2020-12-06 12:52:06 main:574] : INFO : Epoch 612 | loss: 0.0311261 | val_loss: 0.0311555 | Time: 3183.41 ms [2020-12-06 12:52:09 main:574] : INFO : Epoch 613 | loss: 0.0311224 | val_loss: 0.0311541 | Time: 3192.6 ms [2020-12-06 12:52:12 main:574] : INFO : Epoch 614 | loss: 0.0311224 | val_loss: 0.0311571 | Time: 3184.27 ms [2020-12-06 12:52:15 main:574] : INFO : Epoch 615 | loss: 0.0311186 | val_loss: 0.0311599 | Time: 3177.74 ms [2020-12-06 12:52:18 main:574] : INFO : Epoch 616 | loss: 0.0311159 | val_loss: 0.0311529 | Time: 3174.17 ms [2020-12-06 12:52:22 main:574] : INFO : Epoch 617 | loss: 0.0311161 | val_loss: 0.0311601 | Time: 3206.63 ms [2020-12-06 12:52:25 main:574] : INFO : Epoch 618 | loss: 0.0311299 | val_loss: 0.0311515 | Time: 3175.59 ms [2020-12-06 12:52:28 main:574] : INFO : Epoch 619 | loss: 0.0311251 | val_loss: 0.0311541 | Time: 3155.05 ms [2020-12-06 12:52:31 main:574] : INFO : Epoch 620 | loss: 0.0311232 | val_loss: 0.0311576 | Time: 3180.72 ms [2020-12-06 12:52:34 main:574] : INFO : Epoch 621 | loss: 0.0311245 | val_loss: 0.0311515 | Time: 3224.1 ms [2020-12-06 12:52:38 main:574] : INFO : Epoch 622 | loss: 0.0311188 | val_loss: 0.0311578 | Time: 3228.07 ms [2020-12-06 12:52:41 main:574] : INFO : Epoch 623 | loss: 0.0311171 | val_loss: 0.031157 | Time: 3237.77 ms [2020-12-06 12:52:44 main:574] : INFO : Epoch 624 | loss: 0.0311171 | val_loss: 0.0311567 | Time: 3196.95 ms [2020-12-06 12:52:47 main:574] : INFO : Epoch 625 | loss: 0.0311176 | val_loss: 0.031154 | Time: 3195.73 ms [2020-12-06 12:52:51 main:574] : INFO : Epoch 626 | loss: 0.0311188 | val_loss: 0.0311544 | Time: 3225.25 ms [2020-12-06 12:52:54 main:574] : INFO : Epoch 627 | loss: 0.0311183 | val_loss: 0.0311503 | Time: 3195.3 ms [2020-12-06 12:52:57 main:574] : INFO : Epoch 628 | loss: 0.0311159 | val_loss: 0.0311534 | Time: 3193.83 ms [2020-12-06 12:53:00 main:574] : INFO : Epoch 629 | loss: 0.0311135 | val_loss: 0.0311553 | Time: 3209.53 ms [2020-12-06 12:53:03 main:574] : INFO : Epoch 630 | loss: 0.0311136 | val_loss: 0.0311519 | Time: 3207.17 ms [2020-12-06 12:53:07 main:574] : INFO : Epoch 631 | loss: 0.0311119 | val_loss: 0.0311523 | Time: 3202.81 ms [2020-12-06 12:53:10 main:574] : INFO : Epoch 632 | loss: 0.0311104 | val_loss: 0.031154 | Time: 3254.01 ms [2020-12-06 12:53:13 main:574] : INFO : Epoch 633 | loss: 0.0311109 | val_loss: 0.0311543 | Time: 3280.12 ms [2020-12-06 12:53:17 main:574] : INFO : Epoch 634 | loss: 0.0311132 | val_loss: 0.0311551 | Time: 3269.52 ms [2020-12-06 12:53:20 main:574] : INFO : Epoch 635 | loss: 0.0311124 | val_loss: 0.0311543 | Time: 3233.94 ms [2020-12-06 12:53:23 main:574] : INFO : Epoch 636 | loss: 0.0311141 | val_loss: 0.0311557 | Time: 3187.38 ms [2020-12-06 12:53:26 main:574] : INFO : Epoch 637 | loss: 0.0311159 | val_loss: 0.0311609 | Time: 3183.83 ms [2020-12-06 12:53:29 main:574] : INFO : Epoch 638 | loss: 0.0311153 | val_loss: 0.03116 | Time: 3184.54 ms [2020-12-06 12:53:33 main:574] : INFO : Epoch 639 | loss: 0.0311139 | val_loss: 0.0311541 | Time: 3203.44 ms [2020-12-06 12:53:36 main:574] : INFO : Epoch 640 | loss: 0.0311124 | val_loss: 0.031158 | Time: 3209.93 ms [2020-12-06 12:53:39 main:574] : INFO : Epoch 641 | loss: 0.0311123 | val_loss: 0.0311606 | Time: 3208.24 ms [2020-12-06 12:53:42 main:574] : INFO : Epoch 642 | loss: 0.0311124 | val_loss: 0.0311657 | Time: 3217.29 ms [2020-12-06 12:53:46 main:574] : INFO : Epoch 643 | loss: 0.0311127 | val_loss: 0.0311567 | Time: 3202.41 ms [2020-12-06 12:53:49 main:574] : INFO : Epoch 644 | loss: 0.0311132 | val_loss: 0.0311635 | Time: 3217.63 ms [2020-12-06 12:53:52 main:574] : INFO : Epoch 645 | loss: 0.0311129 | val_loss: 0.0311546 | Time: 3246.49 ms [2020-12-06 12:53:55 main:574] : INFO : Epoch 646 | loss: 0.031115 | val_loss: 0.03116 | Time: 3223.39 ms [2020-12-06 12:53:59 main:574] : INFO : Epoch 647 | loss: 0.031115 | val_loss: 0.0311644 | Time: 3222.94 ms [2020-12-06 12:54:02 main:574] : INFO : Epoch 648 | loss: 0.0311139 | val_loss: 0.0311599 | Time: 3250.36 ms [2020-12-06 12:54:05 main:574] : INFO : Epoch 649 | loss: 0.0311124 | val_loss: 0.0311588 | Time: 3278.11 ms [2020-12-06 12:54:08 main:574] : INFO : Epoch 650 | loss: 0.0311098 | val_loss: 0.0311578 | Time: 3208.02 ms [2020-12-06 12:54:12 main:574] : INFO : Epoch 651 | loss: 0.0311091 | val_loss: 0.0311583 | Time: 3345.98 ms [2020-12-06 12:54:15 main:574] : INFO : Epoch 652 | loss: 0.0311176 | val_loss: 0.0311556 | Time: 3188.43 ms [2020-12-06 12:54:18 main:574] : INFO : Epoch 653 | loss: 0.0311383 | val_loss: 0.0311537 | Time: 3200.06 ms [2020-12-06 12:54:21 main:574] : INFO : Epoch 654 | loss: 0.031149 | val_loss: 0.0311741 | Time: 3245.74 ms [2020-12-06 12:54:25 main:574] : INFO : Epoch 655 | loss: 0.0311637 | val_loss: 0.0311626 | Time: 3211.35 ms [2020-12-06 12:54:28 main:574] : INFO : Epoch 656 | loss: 0.03115 | val_loss: 0.0311601 | Time: 3162.9 ms [2020-12-06 12:54:31 main:574] : INFO : Epoch 657 | loss: 0.031147 | val_loss: 0.0311582 | Time: 3157.75 ms [2020-12-06 12:54:34 main:574] : INFO : Epoch 658 | loss: 0.0311437 | val_loss: 0.0311555 | Time: 3163.85 ms [2020-12-06 12:54:37 main:574] : INFO : Epoch 659 | loss: 0.0311387 | val_loss: 0.0311531 | Time: 3170.67 ms [2020-12-06 12:54:41 main:574] : INFO : Epoch 660 | loss: 0.0311395 | val_loss: 0.0311613 | Time: 3171.93 ms [2020-12-06 12:54:44 main:574] : INFO : Epoch 661 | loss: 0.0311346 | val_loss: 0.0311576 | Time: 3174.36 ms [2020-12-06 12:54:47 main:574] : INFO : Epoch 662 | loss: 0.0311332 | val_loss: 0.0311586 | Time: 3162.04 ms [2020-12-06 12:54:50 main:574] : INFO : Epoch 663 | loss: 0.0311298 | val_loss: 0.0311546 | Time: 3163.04 ms [2020-12-06 12:54:53 main:574] : INFO : Epoch 664 | loss: 0.0311291 | val_loss: 0.0311587 | Time: 3174.21 ms [2020-12-06 12:54:57 main:574] : INFO : Epoch 665 | loss: 0.0311267 | val_loss: 0.031157 | Time: 3162.81 ms [2020-12-06 12:55:00 main:574] : INFO : Epoch 666 | loss: 0.0311258 | val_loss: 0.0311604 | Time: 3178.7 ms [2020-12-06 12:55:03 main:574] : INFO : Epoch 667 | loss: 0.0311248 | val_loss: 0.0311586 | Time: 3140.71 ms [2020-12-06 12:55:06 main:574] : INFO : Epoch 668 | loss: 0.0311252 | val_loss: 0.0311601 | Time: 3168.55 ms [2020-12-06 12:55:09 main:574] : INFO : Epoch 669 | loss: 0.0311244 | val_loss: 0.0311562 | Time: 3172.79 ms [2020-12-06 12:55:12 main:574] : INFO : Epoch 670 | loss: 0.0311231 | val_loss: 0.0311587 | Time: 3153.9 ms [2020-12-06 12:55:16 main:574] : INFO : Epoch 671 | loss: 0.0311221 | val_loss: 0.0311572 | Time: 3153.06 ms [2020-12-06 12:55:19 main:574] : INFO : Epoch 672 | loss: 0.0311215 | val_loss: 0.0311579 | Time: 3186.44 ms [2020-12-06 12:55:22 main:574] : INFO : Epoch 673 | loss: 0.0311224 | val_loss: 0.0311581 | Time: 3178.04 ms [2020-12-06 12:55:25 main:574] : INFO : Epoch 674 | loss: 0.0311217 | val_loss: 0.0311555 | Time: 3181.26 ms [2020-12-06 12:55:28 main:574] : INFO : Epoch 675 | loss: 0.0311195 | val_loss: 0.0311548 | Time: 3202.72 ms [2020-12-06 12:55:32 main:574] : INFO : Epoch 676 | loss: 0.0311217 | val_loss: 0.0311551 | Time: 3165.48 ms [2020-12-06 12:55:35 main:574] : INFO : Epoch 677 | loss: 0.0311199 | val_loss: 0.0311601 | Time: 3176.78 ms [2020-12-06 12:55:38 main:574] : INFO : Epoch 678 | loss: 0.0311214 | val_loss: 0.0311584 | Time: 3168.07 ms [2020-12-06 12:55:41 main:574] : INFO : Epoch 679 | loss: 0.0311223 | val_loss: 0.0311573 | Time: 3209.68 ms [2020-12-06 12:55:44 main:574] : INFO : Epoch 680 | loss: 0.0311233 | val_loss: 0.0311564 | Time: 3169.54 ms [2020-12-06 12:55:48 main:574] : INFO : Epoch 681 | loss: 0.0311225 | val_loss: 0.0311619 | Time: 3304.8 ms [2020-12-06 12:55:51 main:574] : INFO : Epoch 682 | loss: 0.0311219 | val_loss: 0.0311659 | Time: 3313.36 ms [2020-12-06 12:55:54 main:574] : INFO : Epoch 683 | loss: 0.0311223 | val_loss: 0.0311615 | Time: 3238.51 ms [2020-12-06 12:55:58 main:574] : INFO : Epoch 684 | loss: 0.0311251 | val_loss: 0.0311589 | Time: 3211.91 ms [2020-12-06 12:56:01 main:574] : INFO : Epoch 685 | loss: 0.031126 | val_loss: 0.031166 | Time: 3256.9 ms [2020-12-06 12:56:04 main:574] : INFO : Epoch 686 | loss: 0.0311239 | val_loss: 0.0311626 | Time: 3198.87 ms [2020-12-06 12:56:07 main:574] : INFO : Epoch 687 | loss: 0.0311285 | val_loss: 0.0311623 | Time: 3186.78 ms [2020-12-06 12:56:11 main:574] : INFO : Epoch 688 | loss: 0.0311227 | val_loss: 0.0311635 | Time: 3207.01 ms [2020-12-06 12:56:14 main:574] : INFO : Epoch 689 | loss: 0.0311227 | val_loss: 0.031165 | Time: 3212.5 ms [2020-12-06 12:56:17 main:574] : INFO : Epoch 690 | loss: 0.0311218 | val_loss: 0.0311605 | Time: 3227.32 ms [2020-12-06 12:56:20 main:574] : INFO : Epoch 691 | loss: 0.0311222 | val_loss: 0.0311532 | Time: 3233.74 ms [2020-12-06 12:56:24 main:574] : INFO : Epoch 692 | loss: 0.0311225 | val_loss: 0.0311585 | Time: 3223.04 ms [2020-12-06 12:56:27 main:574] : INFO : Epoch 693 | loss: 0.0311221 | val_loss: 0.0311613 | Time: 3255.78 ms [2020-12-06 12:56:30 main:574] : INFO : Epoch 694 | loss: 0.0311218 | val_loss: 0.0311627 | Time: 3190.01 ms [2020-12-06 12:56:33 main:574] : INFO : Epoch 695 | loss: 0.0311215 | val_loss: 0.0311657 | Time: 3261.19 ms [2020-12-06 12:56:37 main:574] : INFO : Epoch 696 | loss: 0.0311209 | val_loss: 0.0311588 | Time: 3246.26 ms [2020-12-06 12:56:40 main:574] : INFO : Epoch 697 | loss: 0.031122 | val_loss: 0.0311527 | Time: 3212.3 ms [2020-12-06 12:56:43 main:574] : INFO : Epoch 698 | loss: 0.0311198 | val_loss: 0.0311612 | Time: 3207.4 ms [2020-12-06 12:56:46 main:574] : INFO : Epoch 699 | loss: 0.031121 | val_loss: 0.0311584 | Time: 3186.86 ms [2020-12-06 12:56:49 main:574] : INFO : Epoch 700 | loss: 0.0311274 | val_loss: 0.0311604 | Time: 3184.28 ms [2020-12-06 12:56:53 main:574] : INFO : Epoch 701 | loss: 0.0311253 | val_loss: 0.0311611 | Time: 3153.36 ms [2020-12-06 12:56:56 main:574] : INFO : Epoch 702 | loss: 0.0311202 | val_loss: 0.0311561 | Time: 3178.11 ms [2020-12-06 12:56:59 main:574] : INFO : Epoch 703 | loss: 0.0311203 | val_loss: 0.0311588 | Time: 3206.02 ms [2020-12-06 12:57:02 main:574] : INFO : Epoch 704 | loss: 0.0311202 | val_loss: 0.0311598 | Time: 3179.56 ms [2020-12-06 12:57:06 main:574] : INFO : Epoch 705 | loss: 0.0311185 | val_loss: 0.0311603 | Time: 3275.99 ms [2020-12-06 12:57:09 main:574] : INFO : Epoch 706 | loss: 0.031119 | val_loss: 0.0311621 | Time: 3228.92 ms [2020-12-06 12:57:12 main:574] : INFO : Epoch 707 | loss: 0.0311221 | val_loss: 0.0311607 | Time: 3199.43 ms [2020-12-06 12:57:15 main:574] : INFO : Epoch 708 | loss: 0.0311198 | val_loss: 0.0311566 | Time: 3274.54 ms [2020-12-06 12:57:19 main:574] : INFO : Epoch 709 | loss: 0.0311195 | val_loss: 0.0311534 | Time: 3215.54 ms [2020-12-06 12:57:22 main:574] : INFO : Epoch 710 | loss: 0.0311185 | val_loss: 0.0311567 | Time: 3268.28 ms [2020-12-06 12:57:25 main:574] : INFO : Epoch 711 | loss: 0.0311163 | val_loss: 0.0311577 | Time: 3229.82 ms [2020-12-06 12:57:28 main:574] : INFO : Epoch 712 | loss: 0.0311157 | val_loss: 0.031159 | Time: 3249.74 ms [2020-12-06 12:57:32 main:574] : INFO : Epoch 713 | loss: 0.0311141 | val_loss: 0.0311607 | Time: 3197.56 ms [2020-12-06 12:57:35 main:574] : INFO : Epoch 714 | loss: 0.0311162 | val_loss: 0.0311583 | Time: 3264.46 ms [2020-12-06 12:57:38 main:574] : INFO : Epoch 715 | loss: 0.0311172 | val_loss: 0.0311565 | Time: 3246.49 ms [2020-12-06 12:57:41 main:574] : INFO : Epoch 716 | loss: 0.0311181 | val_loss: 0.0311515 | Time: 3182.52 ms [2020-12-06 12:57:45 main:574] : INFO : Epoch 717 | loss: 0.0311203 | val_loss: 0.0311554 | Time: 3237.69 ms [2020-12-06 12:57:48 main:574] : INFO : Epoch 718 | loss: 0.0311186 | val_loss: 0.0311557 | Time: 3212.36 ms [2020-12-06 12:57:51 main:574] : INFO : Epoch 719 | loss: 0.0311183 | val_loss: 0.0311635 | Time: 3207.73 ms [2020-12-06 12:57:54 main:574] : INFO : Epoch 720 | loss: 0.0311182 | val_loss: 0.0311568 | Time: 3227.14 ms [2020-12-06 12:57:58 main:574] : INFO : Epoch 721 | loss: 0.0311168 | val_loss: 0.0311611 | Time: 3244.29 ms [2020-12-06 12:58:01 main:574] : INFO : Epoch 722 | loss: 0.0311146 | val_loss: 0.0311612 | Time: 3242.48 ms [2020-12-06 12:58:04 main:574] : INFO : Epoch 723 | loss: 0.0311142 | val_loss: 0.0311621 | Time: 3227.51 ms [2020-12-06 12:58:07 main:574] : INFO : Epoch 724 | loss: 0.0311157 | val_loss: 0.0311527 | Time: 3227.21 ms [2020-12-06 12:58:11 main:574] : INFO : Epoch 725 | loss: 0.0311175 | val_loss: 0.0311597 | Time: 3229.85 ms [2020-12-06 12:58:14 main:574] : INFO : Epoch 726 | loss: 0.0311146 | val_loss: 0.0311582 | Time: 3235.55 ms [2020-12-06 12:58:17 main:574] : INFO : Epoch 727 | loss: 0.0311135 | val_loss: 0.0311553 | Time: 3239.28 ms [2020-12-06 12:58:20 main:574] : INFO : Epoch 728 | loss: 0.0311132 | val_loss: 0.0311577 | Time: 3228.91 ms [2020-12-06 12:58:24 main:574] : INFO : Epoch 729 | loss: 0.0311144 | val_loss: 0.0311623 | Time: 3232.27 ms [2020-12-06 12:58:27 main:574] : INFO : Epoch 730 | loss: 0.0311147 | val_loss: 0.0311617 | Time: 3298.45 ms [2020-12-06 12:58:30 main:574] : INFO : Epoch 731 | loss: 0.0311138 | val_loss: 0.0311579 | Time: 3248.73 ms [2020-12-06 12:58:33 main:574] : INFO : Epoch 732 | loss: 0.0311145 | val_loss: 0.0311597 | Time: 3229.21 ms [2020-12-06 12:58:37 main:574] : INFO : Epoch 733 | loss: 0.0311151 | val_loss: 0.0311622 | Time: 3240.04 ms [2020-12-06 12:58:40 main:574] : INFO : Epoch 734 | loss: 0.031116 | val_loss: 0.0311604 | Time: 3217.71 ms [2020-12-06 12:58:43 main:574] : INFO : Epoch 735 | loss: 0.0311149 | val_loss: 0.0311605 | Time: 3281.74 ms [2020-12-06 12:58:47 main:574] : INFO : Epoch 736 | loss: 0.0311131 | val_loss: 0.0311654 | Time: 3239.3 ms [2020-12-06 12:58:50 main:574] : INFO : Epoch 737 | loss: 0.0311124 | val_loss: 0.0311683 | Time: 3372.23 ms [2020-12-06 12:58:53 main:574] : INFO : Epoch 738 | loss: 0.0311117 | val_loss: 0.0311657 | Time: 3264.22 ms [2020-12-06 12:58:56 main:574] : INFO : Epoch 739 | loss: 0.0311127 | val_loss: 0.0311598 | Time: 3240.54 ms [2020-12-06 12:59:00 main:574] : INFO : Epoch 740 | loss: 0.0311119 | val_loss: 0.0311654 | Time: 3272.2 ms [2020-12-06 12:59:03 main:574] : INFO : Epoch 741 | loss: 0.0311101 | val_loss: 0.0311623 | Time: 3242.56 ms [2020-12-06 12:59:07 main:574] : INFO : Epoch 742 | loss: 0.0311165 | val_loss: 0.0311644 | Time: 4001.66 ms [2020-12-06 12:59:10 main:574] : INFO : Epoch 743 | loss: 0.0311188 | val_loss: 0.0311634 | Time: 3211.13 ms [2020-12-06 12:59:13 main:574] : INFO : Epoch 744 | loss: 0.0311156 | val_loss: 0.0311541 | Time: 3256.57 ms [2020-12-06 12:59:17 main:574] : INFO : Epoch 745 | loss: 0.0311181 | val_loss: 0.0311567 | Time: 3236.75 ms [2020-12-06 12:59:20 main:574] : INFO : Epoch 746 | loss: 0.0311178 | val_loss: 0.0311579 | Time: 3324.6 ms [2020-12-06 12:59:23 main:574] : INFO : Epoch 747 | loss: 0.0311166 | val_loss: 0.0311549 | Time: 3360.06 ms [2020-12-06 12:59:27 main:574] : INFO : Epoch 748 | loss: 0.0311158 | val_loss: 0.0311565 | Time: 3311.69 ms [2020-12-06 12:59:30 main:574] : INFO : Epoch 749 | loss: 0.0311124 | val_loss: 0.0311565 | Time: 3250.53 ms [2020-12-06 12:59:33 main:574] : INFO : Epoch 750 | loss: 0.0311115 | val_loss: 0.0311642 | Time: 3230.02 ms [2020-12-06 12:59:37 main:574] : INFO : Epoch 751 | loss: 0.031114 | val_loss: 0.0311743 | Time: 3213.14 ms [2020-12-06 12:59:40 main:574] : INFO : Epoch 752 | loss: 0.031139 | val_loss: 0.0311612 | Time: 3202.79 ms [2020-12-06 12:59:43 main:574] : INFO : Epoch 753 | loss: 0.0311383 | val_loss: 0.031162 | Time: 3270.69 ms [2020-12-06 12:59:46 main:574] : INFO : Epoch 754 | loss: 0.0311293 | val_loss: 0.0311544 | Time: 3244.34 ms [2020-12-06 12:59:50 main:574] : INFO : Epoch 755 | loss: 0.0311251 | val_loss: 0.0311591 | Time: 3232.14 ms [2020-12-06 12:59:53 main:574] : INFO : Epoch 756 | loss: 0.0311233 | val_loss: 0.0311628 | Time: 3204.2 ms [2020-12-06 12:59:56 main:574] : INFO : Epoch 757 | loss: 0.0311179 | val_loss: 0.0311604 | Time: 3269 ms [2020-12-06 12:59:59 main:574] : INFO : Epoch 758 | loss: 0.0311212 | val_loss: 0.0311524 | Time: 3221.97 ms [2020-12-06 13:00:03 main:574] : INFO : Epoch 759 | loss: 0.0311184 | val_loss: 0.0311569 | Time: 3266.51 ms [2020-12-06 13:00:06 main:574] : INFO : Epoch 760 | loss: 0.0311161 | val_loss: 0.0311587 | Time: 3211.24 ms [2020-12-06 13:00:09 main:574] : INFO : Epoch 761 | loss: 0.0311159 | val_loss: 0.0311646 | Time: 3236.2 ms [2020-12-06 13:00:12 main:574] : INFO : Epoch 762 | loss: 0.0311166 | val_loss: 0.031158 | Time: 3231.36 ms [2020-12-06 13:00:16 main:574] : INFO : Epoch 763 | loss: 0.0311119 | val_loss: 0.0311559 | Time: 3235.77 ms [2020-12-06 13:00:19 main:574] : INFO : Epoch 764 | loss: 0.0311118 | val_loss: 0.0311556 | Time: 3208.2 ms [2020-12-06 13:00:22 main:574] : INFO : Epoch 765 | loss: 0.0311127 | val_loss: 0.0311564 | Time: 3221.03 ms [2020-12-06 13:00:25 main:574] : INFO : Epoch 766 | loss: 0.0311147 | val_loss: 0.0311546 | Time: 3271.84 ms [2020-12-06 13:00:29 main:574] : INFO : Epoch 767 | loss: 0.0311122 | val_loss: 0.0311585 | Time: 3351.88 ms [2020-12-06 13:00:32 main:574] : INFO : Epoch 768 | loss: 0.0311114 | val_loss: 0.0311547 | Time: 3223.14 ms [2020-12-06 13:00:35 main:574] : INFO : Epoch 769 | loss: 0.0311132 | val_loss: 0.0311582 | Time: 3191.12 ms [2020-12-06 13:00:38 main:574] : INFO : Epoch 770 | loss: 0.0311172 | val_loss: 0.0311483 | Time: 3205.13 ms [2020-12-06 13:00:42 main:574] : INFO : Epoch 771 | loss: 0.0311125 | val_loss: 0.0311576 | Time: 3193.24 ms [2020-12-06 13:00:45 main:574] : INFO : Epoch 772 | loss: 0.0311134 | val_loss: 0.0311598 | Time: 3195.7 ms [2020-12-06 13:00:48 main:574] : INFO : Epoch 773 | loss: 0.0311122 | val_loss: 0.0311569 | Time: 3201.33 ms [2020-12-06 13:00:51 main:574] : INFO : Epoch 774 | loss: 0.0311106 | val_loss: 0.0311583 | Time: 3200.11 ms [2020-12-06 13:00:54 main:574] : INFO : Epoch 775 | loss: 0.0311105 | val_loss: 0.0311677 | Time: 3186.22 ms [2020-12-06 13:00:58 main:574] : INFO : Epoch 776 | loss: 0.0311126 | val_loss: 0.0311578 | Time: 3183.95 ms [2020-12-06 13:01:01 main:574] : INFO : Epoch 777 | loss: 0.0311148 | val_loss: 0.031151 | Time: 3190.89 ms [2020-12-06 13:01:04 main:574] : INFO : Epoch 778 | loss: 0.0311151 | val_loss: 0.0311603 | Time: 3195.15 ms [2020-12-06 13:01:07 main:574] : INFO : Epoch 779 | loss: 0.0311124 | val_loss: 0.0311564 | Time: 3188.77 ms [2020-12-06 13:01:11 main:574] : INFO : Epoch 780 | loss: 0.0311151 | val_loss: 0.0311571 | Time: 3176.12 ms [2020-12-06 13:01:14 main:574] : INFO : Epoch 781 | loss: 0.0311137 | val_loss: 0.0311585 | Time: 3174.53 ms [2020-12-06 13:01:17 main:574] : INFO : Epoch 782 | loss: 0.0311129 | val_loss: 0.0311566 | Time: 3195.8 ms [2020-12-06 13:01:20 main:574] : INFO : Epoch 783 | loss: 0.0311142 | val_loss: 0.031155 | Time: 3168.2 ms [2020-12-06 13:01:23 main:574] : INFO : Epoch 784 | loss: 0.0311142 | val_loss: 0.031154 | Time: 3191.82 ms [2020-12-06 13:01:27 main:574] : INFO : Epoch 785 | loss: 0.031113 | val_loss: 0.0311597 | Time: 3189.01 ms [2020-12-06 13:01:30 main:574] : INFO : Epoch 786 | loss: 0.0311088 | val_loss: 0.0311546 | Time: 3194.27 ms [2020-12-06 13:01:33 main:574] : INFO : Epoch 787 | loss: 0.0311095 | val_loss: 0.0311679 | Time: 3172.92 ms [2020-12-06 13:01:36 main:574] : INFO : Epoch 788 | loss: 0.0311165 | val_loss: 0.031156 | Time: 3182.39 ms [2020-12-06 13:01:39 main:574] : INFO : Epoch 789 | loss: 0.0311194 | val_loss: 0.0311641 | Time: 3183.75 ms [2020-12-06 13:01:43 main:574] : INFO : Epoch 790 | loss: 0.031116 | val_loss: 0.0311586 | Time: 3180.8 ms [2020-12-06 13:01:46 main:574] : INFO : Epoch 791 | loss: 0.031114 | val_loss: 0.0311565 | Time: 3188.79 ms [2020-12-06 13:01:49 main:574] : INFO : Epoch 792 | loss: 0.031113 | val_loss: 0.0311604 | Time: 3180.32 ms [2020-12-06 13:01:52 main:574] : INFO : Epoch 793 | loss: 0.0311139 | val_loss: 0.0311537 | Time: 3190.55 ms [2020-12-06 13:01:55 main:574] : INFO : Epoch 794 | loss: 0.0311137 | val_loss: 0.0311545 | Time: 3173.06 ms [2020-12-06 13:01:59 main:574] : INFO : Epoch 795 | loss: 0.0311168 | val_loss: 0.031159 | Time: 3175.3 ms [2020-12-06 13:02:02 main:574] : INFO : Epoch 796 | loss: 0.0311172 | val_loss: 0.0311672 | Time: 3188.38 ms [2020-12-06 13:02:05 main:574] : INFO : Epoch 797 | loss: 0.0311168 | val_loss: 0.0311569 | Time: 3189.42 ms [2020-12-06 13:02:08 main:574] : INFO : Epoch 798 | loss: 0.031111 | val_loss: 0.0311563 | Time: 3186.34 ms [2020-12-06 13:02:11 main:574] : INFO : Epoch 799 | loss: 0.0311104 | val_loss: 0.0311628 | Time: 3248.39 ms [2020-12-06 13:02:15 main:574] : INFO : Epoch 800 | loss: 0.0311132 | val_loss: 0.0311566 | Time: 3249.54 ms [2020-12-06 13:02:18 main:574] : INFO : Epoch 801 | loss: 0.0311111 | val_loss: 0.0311559 | Time: 3257.42 ms [2020-12-06 13:02:21 main:574] : INFO : Epoch 802 | loss: 0.0311098 | val_loss: 0.0311546 | Time: 3237.34 ms [2020-12-06 13:02:25 main:574] : INFO : Epoch 803 | loss: 0.0311086 | val_loss: 0.0311553 | Time: 3276.01 ms [2020-12-06 13:02:28 main:574] : INFO : Epoch 804 | loss: 0.0311088 | val_loss: 0.0311508 | Time: 3273.57 ms [2020-12-06 13:02:31 main:574] : INFO : Epoch 805 | loss: 0.0311153 | val_loss: 0.0311559 | Time: 3249.38 ms [2020-12-06 13:02:34 main:574] : INFO : Epoch 806 | loss: 0.0311144 | val_loss: 0.0311561 | Time: 3257.71 ms [2020-12-06 13:02:38 main:574] : INFO : Epoch 807 | loss: 0.0311121 | val_loss: 0.0311591 | Time: 3280.89 ms [2020-12-06 13:02:41 main:574] : INFO : Epoch 808 | loss: 0.0311118 | val_loss: 0.0311635 | Time: 3277.65 ms [2020-12-06 13:02:44 main:574] : INFO : Epoch 809 | loss: 0.0311115 | val_loss: 0.031159 | Time: 3238.3 ms [2020-12-06 13:02:48 main:574] : INFO : Epoch 810 | loss: 0.031111 | val_loss: 0.0311554 | Time: 3219.27 ms [2020-12-06 13:02:51 main:574] : INFO : Epoch 811 | loss: 0.031115 | val_loss: 0.0311529 | Time: 3254.52 ms [2020-12-06 13:02:54 main:574] : INFO : Epoch 812 | loss: 0.0311115 | val_loss: 0.031152 | Time: 3201.36 ms [2020-12-06 13:02:57 main:574] : INFO : Epoch 813 | loss: 0.0311124 | val_loss: 0.031156 | Time: 3198.67 ms [2020-12-06 13:03:01 main:574] : INFO : Epoch 814 | loss: 0.0311088 | val_loss: 0.0311635 | Time: 3255.63 ms [2020-12-06 13:03:04 main:574] : INFO : Epoch 815 | loss: 0.03111 | val_loss: 0.0311586 | Time: 3277.49 ms [2020-12-06 13:03:07 main:574] : INFO : Epoch 816 | loss: 0.0311062 | val_loss: 0.0311601 | Time: 3253.16 ms [2020-12-06 13:03:10 main:574] : INFO : Epoch 817 | loss: 0.0311083 | val_loss: 0.0311648 | Time: 3287.43 ms [2020-12-06 13:03:14 main:574] : INFO : Epoch 818 | loss: 0.0311094 | val_loss: 0.0311579 | Time: 3219.03 ms [2020-12-06 13:03:17 main:574] : INFO : Epoch 819 | loss: 0.0311118 | val_loss: 0.0311586 | Time: 3246.33 ms [2020-12-06 13:03:20 main:574] : INFO : Epoch 820 | loss: 0.0311134 | val_loss: 0.0311571 | Time: 3254.76 ms [2020-12-06 13:03:23 main:574] : INFO : Epoch 821 | loss: 0.0311115 | val_loss: 0.0311669 | Time: 3232.59 ms [2020-12-06 13:03:27 main:574] : INFO : Epoch 822 | loss: 0.0311116 | val_loss: 0.0311626 | Time: 3193.14 ms [2020-12-06 13:03:30 main:574] : INFO : Epoch 823 | loss: 0.0311109 | val_loss: 0.031166 | Time: 3211.43 ms [2020-12-06 13:03:33 main:574] : INFO : Epoch 824 | loss: 0.0311082 | val_loss: 0.0311598 | Time: 3270.23 ms [2020-12-06 13:03:36 main:574] : INFO : Epoch 825 | loss: 0.0311079 | val_loss: 0.031164 | Time: 3236.59 ms [2020-12-06 13:03:40 main:574] : INFO : Epoch 826 | loss: 0.0311088 | val_loss: 0.0311644 | Time: 3286.41 ms [2020-12-06 13:03:43 main:574] : INFO : Epoch 827 | loss: 0.03111 | val_loss: 0.031167 | Time: 3215.11 ms [2020-12-06 13:03:46 main:574] : INFO : Epoch 828 | loss: 0.0311121 | val_loss: 0.0311605 | Time: 3216.39 ms [2020-12-06 13:03:50 main:574] : INFO : Epoch 829 | loss: 0.031116 | val_loss: 0.0311617 | Time: 3257.4 ms [2020-12-06 13:03:53 main:574] : INFO : Epoch 830 | loss: 0.0311166 | val_loss: 0.0311641 | Time: 3290.05 ms [2020-12-06 13:03:56 main:574] : INFO : Epoch 831 | loss: 0.0311148 | val_loss: 0.0311596 | Time: 3209.63 ms [2020-12-06 13:03:59 main:574] : INFO : Epoch 832 | loss: 0.0311098 | val_loss: 0.0311626 | Time: 3219.2 ms [2020-12-06 13:04:03 main:574] : INFO : Epoch 833 | loss: 0.0311108 | val_loss: 0.0311624 | Time: 3229.8 ms [2020-12-06 13:04:06 main:574] : INFO : Epoch 834 | loss: 0.0311096 | val_loss: 0.0311655 | Time: 3231.04 ms [2020-12-06 13:04:09 main:574] : INFO : Epoch 835 | loss: 0.0311129 | val_loss: 0.0311627 | Time: 3233.66 ms [2020-12-06 13:04:12 main:574] : INFO : Epoch 836 | loss: 0.0311159 | val_loss: 0.0311668 | Time: 3251.92 ms [2020-12-06 13:04:16 main:574] : INFO : Epoch 837 | loss: 0.0311538 | val_loss: 0.0311596 | Time: 3231.63 ms [2020-12-06 13:04:19 main:574] : INFO : Epoch 838 | loss: 0.0311429 | val_loss: 0.0311584 | Time: 3218.76 ms [2020-12-06 13:04:22 main:574] : INFO : Epoch 839 | loss: 0.0311318 | val_loss: 0.0311543 | Time: 3195.24 ms [2020-12-06 13:04:25 main:574] : INFO : Epoch 840 | loss: 0.0311295 | val_loss: 0.0311523 | Time: 3272.77 ms [2020-12-06 13:04:29 main:574] : INFO : Epoch 841 | loss: 0.0311281 | val_loss: 0.0311551 | Time: 3263.67 ms [2020-12-06 13:04:32 main:574] : INFO : Epoch 842 | loss: 0.0311263 | val_loss: 0.0311541 | Time: 3295.43 ms [2020-12-06 13:04:35 main:574] : INFO : Epoch 843 | loss: 0.0311253 | val_loss: 0.0311509 | Time: 3240.4 ms [2020-12-06 13:04:39 main:574] : INFO : Epoch 844 | loss: 0.0311254 | val_loss: 0.0311562 | Time: 3273.1 ms [2020-12-06 13:04:42 main:574] : INFO : Epoch 845 | loss: 0.0311268 | val_loss: 0.0311529 | Time: 3213.93 ms [2020-12-06 13:04:45 main:574] : INFO : Epoch 846 | loss: 0.0311249 | val_loss: 0.0311492 | Time: 3687.43 ms [2020-12-06 13:04:49 main:574] : INFO : Epoch 847 | loss: 0.0311212 | val_loss: 0.0311562 | Time: 3215.99 ms [2020-12-06 13:04:52 main:574] : INFO : Epoch 848 | loss: 0.0311215 | val_loss: 0.0311567 | Time: 3190.97 ms [2020-12-06 13:04:55 main:574] : INFO : Epoch 849 | loss: 0.0311213 | val_loss: 0.0311531 | Time: 3192.79 ms [2020-12-06 13:04:58 main:574] : INFO : Epoch 850 | loss: 0.0311208 | val_loss: 0.0311552 | Time: 3203.41 ms [2020-12-06 13:05:02 main:574] : INFO : Epoch 851 | loss: 0.0311211 | val_loss: 0.031153 | Time: 3195.03 ms [2020-12-06 13:05:05 main:574] : INFO : Epoch 852 | loss: 0.0311208 | val_loss: 0.0311593 | Time: 3223.92 ms [2020-12-06 13:05:08 main:574] : INFO : Epoch 853 | loss: 0.0311188 | val_loss: 0.0311537 | Time: 3267.55 ms [2020-12-06 13:05:11 main:574] : INFO : Epoch 854 | loss: 0.0311172 | val_loss: 0.0311567 | Time: 3253.67 ms [2020-12-06 13:05:15 main:574] : INFO : Epoch 855 | loss: 0.031115 | val_loss: 0.0311542 | Time: 3249.64 ms [2020-12-06 13:05:18 main:574] : INFO : Epoch 856 | loss: 0.0311162 | val_loss: 0.0311569 | Time: 3282.95 ms [2020-12-06 13:05:21 main:574] : INFO : Epoch 857 | loss: 0.0311184 | val_loss: 0.0311563 | Time: 3244.16 ms [2020-12-06 13:05:24 main:574] : INFO : Epoch 858 | loss: 0.0311208 | val_loss: 0.0311556 | Time: 3259.63 ms [2020-12-06 13:05:28 main:574] : INFO : Epoch 859 | loss: 0.0311229 | val_loss: 0.0311487 | Time: 3245.45 ms [2020-12-06 13:05:31 main:574] : INFO : Epoch 860 | loss: 0.0311269 | val_loss: 0.0311481 | Time: 3270.71 ms [2020-12-06 13:05:34 main:574] : INFO : Epoch 861 | loss: 0.0311245 | val_loss: 0.031154 | Time: 3252.05 ms [2020-12-06 13:05:38 main:574] : INFO : Epoch 862 | loss: 0.031123 | val_loss: 0.0311523 | Time: 3219.51 ms [2020-12-06 13:05:41 main:574] : INFO : Epoch 863 | loss: 0.0311197 | val_loss: 0.0311507 | Time: 3246.3 ms [2020-12-06 13:05:44 main:574] : INFO : Epoch 864 | loss: 0.0311221 | val_loss: 0.0311572 | Time: 3247.18 ms [2020-12-06 13:05:47 main:574] : INFO : Epoch 865 | loss: 0.0311219 | val_loss: 0.0311563 | Time: 3289.63 ms [2020-12-06 13:05:51 main:574] : INFO : Epoch 866 | loss: 0.031122 | val_loss: 0.031155 | Time: 3339.96 ms [2020-12-06 13:05:54 main:574] : INFO : Epoch 867 | loss: 0.0311191 | val_loss: 0.0311573 | Time: 3277.8 ms [2020-12-06 13:05:57 main:574] : INFO : Epoch 868 | loss: 0.0311189 | val_loss: 0.03116 | Time: 3229.82 ms [2020-12-06 13:06:01 main:574] : INFO : Epoch 869 | loss: 0.0311202 | val_loss: 0.0311503 | Time: 3259.4 ms [2020-12-06 13:06:04 main:574] : INFO : Epoch 870 | loss: 0.031128 | val_loss: 0.0311593 | Time: 3207.61 ms [2020-12-06 13:06:07 main:574] : INFO : Epoch 871 | loss: 0.0311289 | val_loss: 0.031154 | Time: 3229.29 ms [2020-12-06 13:06:10 main:574] : INFO : Epoch 872 | loss: 0.0311231 | val_loss: 0.0311564 | Time: 3215.02 ms [2020-12-06 13:06:13 main:574] : INFO : Epoch 873 | loss: 0.0311201 | val_loss: 0.0311593 | Time: 3249.77 ms [2020-12-06 13:06:17 main:574] : INFO : Epoch 874 | loss: 0.0311202 | val_loss: 0.0311544 | Time: 3318.28 ms [2020-12-06 13:06:20 main:574] : INFO : Epoch 875 | loss: 0.0311203 | val_loss: 0.0311566 | Time: 3301.36 ms [2020-12-06 13:06:23 main:574] : INFO : Epoch 876 | loss: 0.0311172 | val_loss: 0.0311582 | Time: 3174.68 ms [2020-12-06 13:06:27 main:574] : INFO : Epoch 877 | loss: 0.0311191 | val_loss: 0.0311561 | Time: 3196.24 ms [2020-12-06 13:06:30 main:574] : INFO : Epoch 878 | loss: 0.031114 | val_loss: 0.0311539 | Time: 3162.66 ms [2020-12-06 13:06:33 main:574] : INFO : Epoch 879 | loss: 0.0311122 | val_loss: 0.0311582 | Time: 3185.76 ms [2020-12-06 13:06:36 main:574] : INFO : Epoch 880 | loss: 0.0311119 | val_loss: 0.031164 | Time: 3181.94 ms [2020-12-06 13:06:39 main:574] : INFO : Epoch 881 | loss: 0.0311108 | val_loss: 0.0311523 | Time: 3163.48 ms [2020-12-06 13:06:43 main:574] : INFO : Epoch 882 | loss: 0.0311088 | val_loss: 0.0311602 | Time: 3189.82 ms [2020-12-06 13:06:46 main:574] : INFO : Epoch 883 | loss: 0.0311115 | val_loss: 0.0311565 | Time: 3211.47 ms [2020-12-06 13:06:49 main:574] : INFO : Epoch 884 | loss: 0.0311101 | val_loss: 0.0311562 | Time: 3196.77 ms [2020-12-06 13:06:52 main:574] : INFO : Epoch 885 | loss: 0.0311104 | val_loss: 0.0311574 | Time: 3182.03 ms [2020-12-06 13:06:55 main:574] : INFO : Epoch 886 | loss: 0.031111 | val_loss: 0.031156 | Time: 3185.05 ms [2020-12-06 13:06:59 main:574] : INFO : Epoch 887 | loss: 0.0311112 | val_loss: 0.0311615 | Time: 3177.46 ms [2020-12-06 13:07:02 main:574] : INFO : Epoch 888 | loss: 0.0311141 | val_loss: 0.0311597 | Time: 3169.39 ms [2020-12-06 13:07:05 main:574] : INFO : Epoch 889 | loss: 0.0311142 | val_loss: 0.0311585 | Time: 3195.22 ms [2020-12-06 13:07:08 main:574] : INFO : Epoch 890 | loss: 0.0311112 | val_loss: 0.0311595 | Time: 3158.28 ms [2020-12-06 13:07:11 main:574] : INFO : Epoch 891 | loss: 0.0311092 | val_loss: 0.0311658 | Time: 3198.5 ms [2020-12-06 13:07:15 main:574] : INFO : Epoch 892 | loss: 0.0311165 | val_loss: 0.0311596 | Time: 3173.64 ms [2020-12-06 13:07:18 main:574] : INFO : Epoch 893 | loss: 0.0311181 | val_loss: 0.0311583 | Time: 3176.77 ms [2020-12-06 13:07:21 main:574] : INFO : Epoch 894 | loss: 0.0311164 | val_loss: 0.0311597 | Time: 3168.43 ms [2020-12-06 13:07:24 main:574] : INFO : Epoch 895 | loss: 0.0311121 | val_loss: 0.0311576 | Time: 3181.17 ms [2020-12-06 13:07:27 main:574] : INFO : Epoch 896 | loss: 0.0311146 | val_loss: 0.0311602 | Time: 3183.18 ms [2020-12-06 13:07:31 main:574] : INFO : Epoch 897 | loss: 0.0311142 | val_loss: 0.0311562 | Time: 3185.77 ms [2020-12-06 13:07:34 main:574] : INFO : Epoch 898 | loss: 0.0311158 | val_loss: 0.0311654 | Time: 3193.74 ms [2020-12-06 13:07:37 main:574] : INFO : Epoch 899 | loss: 0.0311163 | val_loss: 0.0311685 | Time: 3171.46 ms [2020-12-06 13:07:40 main:574] : INFO : Epoch 900 | loss: 0.0311128 | val_loss: 0.0311566 | Time: 3163.81 ms [2020-12-06 13:07:43 main:574] : INFO : Epoch 901 | loss: 0.0311118 | val_loss: 0.0311638 | Time: 3191.32 ms [2020-12-06 13:07:47 main:574] : INFO : Epoch 902 | loss: 0.0311115 | val_loss: 0.0311598 | Time: 3168.6 ms [2020-12-06 13:07:50 main:574] : INFO : Epoch 903 | loss: 0.0311106 | val_loss: 0.0311604 | Time: 3194.8 ms [2020-12-06 13:07:53 main:574] : INFO : Epoch 904 | loss: 0.0311151 | val_loss: 0.0311562 | Time: 3192.09 ms [2020-12-06 13:07:56 main:574] : INFO : Epoch 905 | loss: 0.0311138 | val_loss: 0.0311568 | Time: 3193.28 ms [2020-12-06 13:07:59 main:574] : INFO : Epoch 906 | loss: 0.0311098 | val_loss: 0.0311633 | Time: 3166.38 ms [2020-12-06 13:08:03 main:574] : INFO : Epoch 907 | loss: 0.0311086 | val_loss: 0.0311588 | Time: 3198.82 ms [2020-12-06 13:08:06 main:574] : INFO : Epoch 908 | loss: 0.031109 | val_loss: 0.0311589 | Time: 3186.81 ms [2020-12-06 13:08:09 main:574] : INFO : Epoch 909 | loss: 0.0311109 | val_loss: 0.0311668 | Time: 3177.52 ms [2020-12-06 13:08:12 main:574] : INFO : Epoch 910 | loss: 0.0311118 | val_loss: 0.0311603 | Time: 3203.3 ms [2020-12-06 13:08:15 main:574] : INFO : Epoch 911 | loss: 0.0311101 | val_loss: 0.0311675 | Time: 3162.37 ms [2020-12-06 13:08:19 main:574] : INFO : Epoch 912 | loss: 0.0311079 | val_loss: 0.0311635 | Time: 3193.46 ms [2020-12-06 13:08:22 main:574] : INFO : Epoch 913 | loss: 0.031107 | val_loss: 0.0311608 | Time: 3176.03 ms [2020-12-06 13:08:25 main:574] : INFO : Epoch 914 | loss: 0.0311074 | val_loss: 0.0311653 | Time: 3152.58 ms [2020-12-06 13:08:28 main:574] : INFO : Epoch 915 | loss: 0.031107 | val_loss: 0.0311553 | Time: 3176.83 ms [2020-12-06 13:08:31 main:574] : INFO : Epoch 916 | loss: 0.0311057 | val_loss: 0.0311621 | Time: 3188.47 ms [2020-12-06 13:08:35 main:574] : INFO : Epoch 917 | loss: 0.0311085 | val_loss: 0.0311595 | Time: 3279.06 ms [2020-12-06 13:08:38 main:574] : INFO : Epoch 918 | loss: 0.0311111 | val_loss: 0.0311669 | Time: 3223.29 ms [2020-12-06 13:08:41 main:574] : INFO : Epoch 919 | loss: 0.0311113 | val_loss: 0.0311513 | Time: 3196.35 ms [2020-12-06 13:08:44 main:574] : INFO : Epoch 920 | loss: 0.0311159 | val_loss: 0.0311583 | Time: 3227.46 ms [2020-12-06 13:08:48 main:574] : INFO : Epoch 921 | loss: 0.0311136 | val_loss: 0.0311562 | Time: 3211.95 ms [2020-12-06 13:08:51 main:574] : INFO : Epoch 922 | loss: 0.0311152 | val_loss: 0.0311585 | Time: 3188.83 ms [2020-12-06 13:08:54 main:574] : INFO : Epoch 923 | loss: 0.0311126 | val_loss: 0.0311573 | Time: 3187.33 ms [2020-12-06 13:08:57 main:574] : INFO : Epoch 924 | loss: 0.0311111 | val_loss: 0.0311694 | Time: 3168.71 ms [2020-12-06 13:09:00 main:574] : INFO : Epoch 925 | loss: 0.0311091 | val_loss: 0.0311577 | Time: 3178.3 ms [2020-12-06 13:09:04 main:574] : INFO : Epoch 926 | loss: 0.031108 | val_loss: 0.0311544 | Time: 3190.07 ms [2020-12-06 13:09:07 main:574] : INFO : Epoch 927 | loss: 0.0311067 | val_loss: 0.0311635 | Time: 3173.01 ms [2020-12-06 13:09:10 main:574] : INFO : Epoch 928 | loss: 0.0311068 | val_loss: 0.0311709 | Time: 3205.43 ms [2020-12-06 13:09:13 main:574] : INFO : Epoch 929 | loss: 0.031108 | val_loss: 0.0311594 | Time: 3173.82 ms [2020-12-06 13:09:16 main:574] : INFO : Epoch 930 | loss: 0.0311093 | val_loss: 0.0311562 | Time: 3187.53 ms [2020-12-06 13:09:20 main:574] : INFO : Epoch 931 | loss: 0.0311071 | val_loss: 0.0311528 | Time: 3200.08 ms [2020-12-06 13:09:23 main:574] : INFO : Epoch 932 | loss: 0.031105 | val_loss: 0.031158 | Time: 3199.73 ms [2020-12-06 13:09:26 main:574] : INFO : Epoch 933 | loss: 0.0311044 | val_loss: 0.0311577 | Time: 3242.66 ms [2020-12-06 13:09:30 main:574] : INFO : Epoch 934 | loss: 0.0311037 | val_loss: 0.0311544 | Time: 3300.76 ms [2020-12-06 13:09:33 main:574] : INFO : Epoch 935 | loss: 0.0311054 | val_loss: 0.0311496 | Time: 3230.13 ms [2020-12-06 13:09:36 main:574] : INFO : Epoch 936 | loss: 0.0311122 | val_loss: 0.0311557 | Time: 3232.13 ms [2020-12-06 13:09:39 main:574] : INFO : Epoch 937 | loss: 0.0311113 | val_loss: 0.031156 | Time: 3212.2 ms [2020-12-06 13:09:42 main:574] : INFO : Epoch 938 | loss: 0.0311086 | val_loss: 0.0311642 | Time: 3214.65 ms [2020-12-06 13:09:46 main:574] : INFO : Epoch 939 | loss: 0.031108 | val_loss: 0.0311573 | Time: 3193.84 ms [2020-12-06 13:09:49 main:574] : INFO : Epoch 940 | loss: 0.0311068 | val_loss: 0.0311586 | Time: 3208.4 ms [2020-12-06 13:09:52 main:574] : INFO : Epoch 941 | loss: 0.0311071 | val_loss: 0.0311603 | Time: 3251.37 ms [2020-12-06 13:09:56 main:574] : INFO : Epoch 942 | loss: 0.0311067 | val_loss: 0.0311621 | Time: 3287.29 ms [2020-12-06 13:09:59 main:574] : INFO : Epoch 943 | loss: 0.0311066 | val_loss: 0.0311547 | Time: 3299.56 ms [2020-12-06 13:10:02 main:574] : INFO : Epoch 944 | loss: 0.0311052 | val_loss: 0.0311579 | Time: 3266.72 ms [2020-12-06 13:10:05 main:574] : INFO : Epoch 945 | loss: 0.031104 | val_loss: 0.0311574 | Time: 3251.9 ms [2020-12-06 13:10:09 main:574] : INFO : Epoch 946 | loss: 0.0311048 | val_loss: 0.0311605 | Time: 3261.77 ms [2020-12-06 13:10:12 main:574] : INFO : Epoch 947 | loss: 0.0311052 | val_loss: 0.0311676 | Time: 3296.18 ms [2020-12-06 13:10:15 main:574] : INFO : Epoch 948 | loss: 0.0311091 | val_loss: 0.0311645 | Time: 3266.47 ms [2020-12-06 13:10:19 main:574] : INFO : Epoch 949 | loss: 0.0311109 | val_loss: 0.0311658 | Time: 3214.21 ms [2020-12-06 13:10:22 main:574] : INFO : Epoch 950 | loss: 0.0311064 | val_loss: 0.0311601 | Time: 3218.72 ms [2020-12-06 13:10:25 main:574] : INFO : Epoch 951 | loss: 0.031108 | val_loss: 0.0311507 | Time: 3242.08 ms [2020-12-06 13:10:28 main:574] : INFO : Epoch 952 | loss: 0.0311269 | val_loss: 0.0311521 | Time: 3290.37 ms [2020-12-06 13:10:32 main:574] : INFO : Epoch 953 | loss: 0.0311243 | val_loss: 0.031148 | Time: 3235.2 ms [2020-12-06 13:10:35 main:574] : INFO : Epoch 954 | loss: 0.0311199 | val_loss: 0.0311557 | Time: 3242.26 ms [2020-12-06 13:10:38 main:574] : INFO : Epoch 955 | loss: 0.0311142 | val_loss: 0.0311597 | Time: 3263.78 ms [2020-12-06 13:10:41 main:574] : INFO : Epoch 956 | loss: 0.0311162 | val_loss: 0.0311601 | Time: 3236.74 ms [2020-12-06 13:10:45 main:574] : INFO : Epoch 957 | loss: 0.0311297 | val_loss: 0.0311511 | Time: 3239.94 ms [2020-12-06 13:10:48 main:574] : INFO : Epoch 958 | loss: 0.0311225 | val_loss: 0.03116 | Time: 3187.67 ms [2020-12-06 13:10:51 main:574] : INFO : Epoch 959 | loss: 0.0311178 | val_loss: 0.0311617 | Time: 3200.07 ms [2020-12-06 13:10:54 main:574] : INFO : Epoch 960 | loss: 0.0311184 | val_loss: 0.0311623 | Time: 3272.26 ms [2020-12-06 13:10:58 main:574] : INFO : Epoch 961 | loss: 0.0311147 | val_loss: 0.0311601 | Time: 3224.95 ms [2020-12-06 13:11:01 main:574] : INFO : Epoch 962 | loss: 0.031116 | val_loss: 0.0311607 | Time: 3235.5 ms [2020-12-06 13:11:04 main:574] : INFO : Epoch 963 | loss: 0.031117 | val_loss: 0.0311704 | Time: 3242.21 ms [2020-12-06 13:11:07 main:574] : INFO : Epoch 964 | loss: 0.0311164 | val_loss: 0.0311612 | Time: 3206.25 ms [2020-12-06 13:11:11 main:574] : INFO : Epoch 965 | loss: 0.0311136 | val_loss: 0.0311601 | Time: 3206.44 ms [2020-12-06 13:11:14 main:574] : INFO : Epoch 966 | loss: 0.0311114 | val_loss: 0.0311604 | Time: 3205.77 ms [2020-12-06 13:11:17 main:574] : INFO : Epoch 967 | loss: 0.0311109 | val_loss: 0.0311622 | Time: 3253.23 ms [2020-12-06 13:11:20 main:574] : INFO : Epoch 968 | loss: 0.0311108 | val_loss: 0.0311567 | Time: 3237.89 ms [2020-12-06 13:11:24 main:574] : INFO : Epoch 969 | loss: 0.0311097 | val_loss: 0.031164 | Time: 3244.94 ms [2020-12-06 13:11:27 main:574] : INFO : Epoch 970 | loss: 0.0311114 | val_loss: 0.0311654 | Time: 3217.4 ms [2020-12-06 13:11:30 main:574] : INFO : Epoch 971 | loss: 0.0311072 | val_loss: 0.0311613 | Time: 3243.27 ms [2020-12-06 13:11:33 main:574] : INFO : Epoch 972 | loss: 0.031108 | val_loss: 0.0311619 | Time: 3217.51 ms [2020-12-06 13:11:37 main:574] : INFO : Epoch 973 | loss: 0.0311184 | val_loss: 0.0311567 | Time: 3235.87 ms [2020-12-06 13:11:40 main:574] : INFO : Epoch 974 | loss: 0.0311206 | val_loss: 0.0311598 | Time: 3229.75 ms [2020-12-06 13:11:43 main:574] : INFO : Epoch 975 | loss: 0.0311178 | val_loss: 0.0311597 | Time: 3194.18 ms [2020-12-06 13:11:46 main:574] : INFO : Epoch 976 | loss: 0.0311154 | val_loss: 0.0311603 | Time: 3246.11 ms [2020-12-06 13:11:50 main:574] : INFO : Epoch 977 | loss: 0.0311162 | val_loss: 0.0311751 | Time: 3205.9 ms [2020-12-06 13:11:53 main:574] : INFO : Epoch 978 | loss: 0.0311251 | val_loss: 0.0311808 | Time: 3221.65 ms [2020-12-06 13:11:56 main:574] : INFO : Epoch 979 | loss: 0.031117 | val_loss: 0.0311623 | Time: 3245.7 ms [2020-12-06 13:11:59 main:574] : INFO : Epoch 980 | loss: 0.031111 | val_loss: 0.0311591 | Time: 3274.09 ms [2020-12-06 13:12:03 main:574] : INFO : Epoch 981 | loss: 0.0311111 | val_loss: 0.0311665 | Time: 3211.05 ms [2020-12-06 13:12:06 main:574] : INFO : Epoch 982 | loss: 0.0311095 | val_loss: 0.0311644 | Time: 3248.73 ms [2020-12-06 13:12:09 main:574] : INFO : Epoch 983 | loss: 0.0311116 | val_loss: 0.0311592 | Time: 3203.76 ms [2020-12-06 13:12:12 main:574] : INFO : Epoch 984 | loss: 0.0311099 | val_loss: 0.0311558 | Time: 3208.18 ms [2020-12-06 13:12:16 main:574] : INFO : Epoch 985 | loss: 0.0311184 | val_loss: 0.0311551 | Time: 3211.64 ms [2020-12-06 13:12:19 main:574] : INFO : Epoch 986 | loss: 0.0311164 | val_loss: 0.0311549 | Time: 3229.17 ms [2020-12-06 13:12:22 main:574] : INFO : Epoch 987 | loss: 0.0311129 | val_loss: 0.0311564 | Time: 3259.13 ms [2020-12-06 13:12:25 main:574] : INFO : Epoch 988 | loss: 0.031113 | val_loss: 0.0311517 | Time: 3177.4 ms [2020-12-06 13:12:29 main:574] : INFO : Epoch 989 | loss: 0.0311105 | val_loss: 0.0311544 | Time: 3273.82 ms [2020-12-06 13:12:32 main:574] : INFO : Epoch 990 | loss: 0.0311109 | val_loss: 0.0311544 | Time: 3223.95 ms [2020-12-06 13:12:35 main:574] : INFO : Epoch 991 | loss: 0.0311107 | val_loss: 0.0311632 | Time: 3272.58 ms [2020-12-06 13:12:38 main:574] : INFO : Epoch 992 | loss: 0.0311107 | val_loss: 0.0311657 | Time: 3212.8 ms [2020-12-06 13:12:42 main:574] : INFO : Epoch 993 | loss: 0.0311139 | val_loss: 0.0311543 | Time: 3265.76 ms [2020-12-06 13:12:45 main:574] : INFO : Epoch 994 | loss: 0.0311156 | val_loss: 0.0311595 | Time: 3268.3 ms [2020-12-06 13:12:48 main:574] : INFO : Epoch 995 | loss: 0.0311115 | val_loss: 0.0311535 | Time: 3227.64 ms [2020-12-06 13:12:51 main:574] : INFO : Epoch 996 | loss: 0.0311116 | val_loss: 0.0311545 | Time: 3206.52 ms [2020-12-06 13:12:55 main:574] : INFO : Epoch 997 | loss: 0.0311143 | val_loss: 0.0311537 | Time: 3268.73 ms [2020-12-06 13:12:58 main:574] : INFO : Epoch 998 | loss: 0.0311127 | val_loss: 0.0311601 | Time: 3242.64 ms [2020-12-06 13:13:01 main:574] : INFO : Epoch 999 | loss: 0.0311314 | val_loss: 0.0311586 | Time: 3191.22 ms [2020-12-06 13:13:04 main:574] : INFO : Epoch 1000 | loss: 0.0311319 | val_loss: 0.0311516 | Time: 3188.5 ms [2020-12-06 13:13:08 main:574] : INFO : Epoch 1001 | loss: 0.0311301 | val_loss: 0.031154 | Time: 3178.08 ms [2020-12-06 13:13:11 main:574] : INFO : Epoch 1002 | loss: 0.0311254 | val_loss: 0.0311564 | Time: 3197.9 ms [2020-12-06 13:13:14 main:574] : INFO : Epoch 1003 | loss: 0.0311235 | val_loss: 0.0311753 | Time: 3202.09 ms [2020-12-06 13:13:17 main:574] : INFO : Epoch 1004 | loss: 0.0311217 | val_loss: 0.0311629 | Time: 3215.54 ms [2020-12-06 13:13:21 main:574] : INFO : Epoch 1005 | loss: 0.0311208 | val_loss: 0.0311698 | Time: 3269.38 ms [2020-12-06 13:13:24 main:574] : INFO : Epoch 1006 | loss: 0.0311213 | val_loss: 0.0311649 | Time: 3236.08 ms [2020-12-06 13:13:27 main:574] : INFO : Epoch 1007 | loss: 0.0311189 | val_loss: 0.031158 | Time: 3262.77 ms [2020-12-06 13:13:30 main:574] : INFO : Epoch 1008 | loss: 0.0311175 | val_loss: 0.0311568 | Time: 3218.93 ms [2020-12-06 13:13:34 main:574] : INFO : Epoch 1009 | loss: 0.0311159 | val_loss: 0.0311596 | Time: 3274.34 ms [2020-12-06 13:13:37 main:574] : INFO : Epoch 1010 | loss: 0.0311167 | val_loss: 0.0311607 | Time: 3229.37 ms [2020-12-06 13:13:40 main:574] : INFO : Epoch 1011 | loss: 0.0311198 | val_loss: 0.0311605 | Time: 3227.43 ms [2020-12-06 13:13:43 main:574] : INFO : Epoch 1012 | loss: 0.0311204 | val_loss: 0.0311603 | Time: 3220.43 ms [2020-12-06 13:13:47 main:574] : INFO : Epoch 1013 | loss: 0.0311182 | val_loss: 0.0311641 | Time: 3227.05 ms [2020-12-06 13:13:50 main:574] : INFO : Epoch 1014 | loss: 0.031117 | val_loss: 0.0311616 | Time: 3250.68 ms [2020-12-06 13:13:53 main:574] : INFO : Epoch 1015 | loss: 0.0311251 | val_loss: 0.0311613 | Time: 3307.05 ms [2020-12-06 13:13:57 main:574] : INFO : Epoch 1016 | loss: 0.0311203 | val_loss: 0.0311609 | Time: 3224.28 ms [2020-12-06 13:14:00 main:574] : INFO : Epoch 1017 | loss: 0.0311168 | val_loss: 0.031154 | Time: 3243.01 ms [2020-12-06 13:14:03 main:574] : INFO : Epoch 1018 | loss: 0.0311178 | val_loss: 0.0311658 | Time: 3223.95 ms [2020-12-06 13:14:06 main:574] : INFO : Epoch 1019 | loss: 0.0311172 | val_loss: 0.0311581 | Time: 3208.07 ms [2020-12-06 13:14:09 main:574] : INFO : Epoch 1020 | loss: 0.0311233 | val_loss: 0.0311661 | Time: 3211.37 ms [2020-12-06 13:14:13 main:574] : INFO : Epoch 1021 | loss: 0.0311297 | val_loss: 0.0311561 | Time: 3261.45 ms [2020-12-06 13:14:16 main:574] : INFO : Epoch 1022 | loss: 0.0311256 | val_loss: 0.031157 | Time: 3352.35 ms [2020-12-06 13:14:19 main:574] : INFO : Epoch 1023 | loss: 0.0311256 | val_loss: 0.0311568 | Time: 3322.14 ms [2020-12-06 13:14:23 main:574] : INFO : Epoch 1024 | loss: 0.0311255 | val_loss: 0.0311551 | Time: 3262.09 ms [2020-12-06 13:14:23 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311551 [2020-12-06 13:14:23 main:603] : INFO : Saving end state to config to file [2020-12-06 13:14:23 main:608] : INFO : Success, exiting.. 13:14:23 (1336): 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)