Task 3320025
| Name | ParityMachine-1606531539-31163-5_0 |
| Workunit | 1586597 |
| Created | 17 Dec 2020, 9:29:28 UTC |
| Sent | 20 Dec 2020, 3:45:00 UTC |
| Report deadline | 27 Dec 2020, 3:45:00 UTC |
| Received | 21 Dec 2020, 6:59:17 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5242 |
| Run time | 52 min 25 sec |
| CPU time | 33 min 4 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 1,508.42 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.56 GB |
| Peak swap size | 3.47 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.14.2</core_client_version> <![CDATA[ <stderr_txt> Epoch 514 | loss: 0.0311312 | val_loss: 0.0311472 | Time: 3038.81 ms [2020-12-20 22:25:42 main:574] : INFO : Epoch 515 | loss: 0.0311296 | val_loss: 0.0311472 | Time: 2969.74 ms [2020-12-20 22:25:46 main:574] : INFO : Epoch 516 | loss: 0.0311309 | val_loss: 0.0311477 | Time: 3110.18 ms [2020-12-20 22:25:49 main:574] : INFO : Epoch 517 | loss: 0.0311269 | val_loss: 0.0311478 | Time: 3379.37 ms [2020-12-20 22:25:52 main:574] : INFO : Epoch 518 | loss: 0.0311311 | val_loss: 0.0311544 | Time: 3374.22 ms [2020-12-20 22:25:56 main:574] : INFO : Epoch 519 | loss: 0.0311371 | val_loss: 0.0311492 | Time: 3217.77 ms [2020-12-20 22:25:59 main:574] : INFO : Epoch 520 | loss: 0.0311325 | val_loss: 0.0311463 | Time: 3386.28 ms [2020-12-20 22:26:02 main:574] : INFO : Epoch 521 | loss: 0.0311315 | val_loss: 0.0311441 | Time: 3156.3 ms [2020-12-20 22:26:05 main:574] : INFO : Epoch 522 | loss: 0.0311287 | val_loss: 0.0311436 | Time: 3252.7 ms [2020-12-20 22:26:09 main:574] : INFO : Epoch 523 | loss: 0.0311284 | val_loss: 0.0311403 | Time: 3327.32 ms [2020-12-20 22:26:12 main:574] : INFO : Epoch 524 | loss: 0.0311278 | val_loss: 0.0311415 | Time: 3170.89 ms [2020-12-20 22:26:15 main:574] : INFO : Epoch 525 | loss: 0.0311273 | val_loss: 0.0311408 | Time: 3103.95 ms [2020-12-20 22:26:18 main:574] : INFO : Epoch 526 | loss: 0.0311273 | val_loss: 0.0311499 | Time: 3347.92 ms [2020-12-20 22:26:22 main:574] : INFO : Epoch 527 | loss: 0.0311244 | val_loss: 0.0311412 | Time: 3130.16 ms [2020-12-20 22:26:25 main:574] : INFO : Epoch 528 | loss: 0.0311232 | val_loss: 0.0311433 | Time: 3141.72 ms [2020-12-20 22:26:28 main:574] : INFO : Epoch 529 | loss: 0.0311231 | val_loss: 0.0311459 | Time: 3294.81 ms [2020-12-20 22:26:31 main:574] : INFO : Epoch 530 | loss: 0.031131 | val_loss: 0.0311485 | Time: 3251.49 ms [2020-12-20 22:26:34 main:574] : INFO : Epoch 531 | loss: 0.03113 | val_loss: 0.0311487 | Time: 2967.79 ms [2020-12-20 22:26:37 main:574] : INFO : Epoch 532 | loss: 0.0311295 | val_loss: 0.031152 | Time: 3074.23 ms [2020-12-20 22:26:40 main:574] : INFO : Epoch 533 | loss: 0.0311252 | val_loss: 0.0311507 | Time: 3032.69 ms [2020-12-20 22:26:44 main:574] : INFO : Epoch 534 | loss: 0.0311216 | val_loss: 0.0311523 | Time: 3285.35 ms [2020-12-20 22:26:47 main:574] : INFO : Epoch 535 | loss: 0.0311279 | val_loss: 0.0311518 | Time: 3140.48 ms [2020-12-20 22:26:50 main:574] : INFO : Epoch 536 | loss: 0.0311256 | val_loss: 0.0311516 | Time: 3112.34 ms [2020-12-20 22:26:53 main:574] : INFO : Epoch 537 | loss: 0.0311243 | val_loss: 0.0311481 | Time: 3091.88 ms [2020-12-20 22:26:56 main:574] : INFO : Epoch 538 | loss: 0.0311233 | val_loss: 0.0311495 | Time: 2917.21 ms [2020-12-20 22:26:59 main:574] : INFO : Epoch 539 | loss: 0.0311236 | val_loss: 0.0311501 | Time: 3236.62 ms [2020-12-20 22:27:02 main:574] : INFO : Epoch 540 | loss: 0.0311208 | val_loss: 0.0311482 | Time: 3256.3 ms [2020-12-20 22:27:06 main:574] : INFO : Epoch 541 | loss: 0.0311231 | val_loss: 0.0311513 | Time: 3105.4 ms [2020-12-20 22:27:09 main:574] : INFO : Epoch 542 | loss: 0.0311278 | val_loss: 0.0311533 | Time: 3169.69 ms [2020-12-20 22:27:12 main:574] : INFO : Epoch 543 | loss: 0.0311302 | val_loss: 0.0311488 | Time: 2990.35 ms [2020-12-20 22:27:15 main:574] : INFO : Epoch 544 | loss: 0.0311268 | val_loss: 0.0311537 | Time: 3239.96 ms [2020-12-20 22:27:18 main:574] : INFO : Epoch 545 | loss: 0.031127 | val_loss: 0.031155 | Time: 3184.9 ms [2020-12-20 22:27:22 main:574] : INFO : Epoch 546 | loss: 0.0311241 | val_loss: 0.0311519 | Time: 3621.35 ms [2020-12-20 22:27:26 main:574] : INFO : Epoch 547 | loss: 0.0311201 | val_loss: 0.0311558 | Time: 3873.7 ms [2020-12-20 22:27:29 main:574] : INFO : Epoch 548 | loss: 0.0311193 | val_loss: 0.0311586 | Time: 3290.28 ms [2020-12-20 22:27:32 main:574] : INFO : Epoch 549 | loss: 0.0311191 | val_loss: 0.0311523 | Time: 3207.51 ms [2020-12-20 22:27:35 main:574] : INFO : Epoch 550 | loss: 0.0311176 | val_loss: 0.0311534 | Time: 3208.21 ms [2020-12-20 22:27:39 main:574] : INFO : Epoch 551 | loss: 0.0311165 | val_loss: 0.031157 | Time: 3253.67 ms [2020-12-20 22:27:42 main:574] : INFO : Epoch 552 | loss: 0.0311182 | val_loss: 0.0311508 | Time: 3148.97 ms [2020-12-20 22:27:45 main:574] : INFO : Epoch 553 | loss: 0.0311172 | val_loss: 0.0311538 | Time: 3021.9 ms [2020-12-20 22:27:48 main:574] : INFO : Epoch 554 | loss: 0.0311157 | val_loss: 0.0311512 | Time: 3431.98 ms [2020-12-20 22:27:51 main:574] : INFO : Epoch 555 | loss: 0.0311153 | val_loss: 0.0311569 | Time: 3171.71 ms [2020-12-20 22:27:55 main:574] : INFO : Epoch 556 | loss: 0.0311169 | val_loss: 0.0311581 | Time: 3220.01 ms [2020-12-20 22:27:58 main:574] : INFO : Epoch 557 | loss: 0.0311184 | val_loss: 0.0311564 | Time: 3076.53 ms [2020-12-20 22:28:01 main:574] : INFO : Epoch 558 | loss: 0.0311189 | val_loss: 0.031161 | Time: 3180.17 ms [2020-12-20 22:28:04 main:574] : INFO : Epoch 559 | loss: 0.0311188 | val_loss: 0.0311635 | Time: 3148.13 ms [2020-12-20 22:28:07 main:574] : INFO : Epoch 560 | loss: 0.0311186 | val_loss: 0.0311573 | Time: 3100.47 ms [2020-12-20 22:28:10 main:574] : INFO : Epoch 561 | loss: 0.0311224 | val_loss: 0.0311531 | Time: 3255.83 ms [2020-12-20 22:28:14 main:574] : INFO : Epoch 562 | loss: 0.0311197 | val_loss: 0.0311506 | Time: 3164.89 ms [2020-12-20 22:28:17 main:574] : INFO : Epoch 563 | loss: 0.0311174 | val_loss: 0.0311515 | Time: 3115.14 ms [2020-12-20 22:28:20 main:574] : INFO : Epoch 564 | loss: 0.0311179 | val_loss: 0.0311522 | Time: 3221.21 ms [2020-12-20 22:28:23 main:574] : INFO : Epoch 565 | loss: 0.031119 | val_loss: 0.0311504 | Time: 3313.25 ms [2020-12-20 22:28:26 main:574] : INFO : Epoch 566 | loss: 0.031117 | val_loss: 0.031148 | Time: 2936.82 ms [2020-12-20 22:28:29 main:574] : INFO : Epoch 567 | loss: 0.0311166 | val_loss: 0.0311543 | Time: 3169.39 ms [2020-12-20 22:28:33 main:574] : INFO : Epoch 568 | loss: 0.0311163 | val_loss: 0.0311552 | Time: 3129.65 ms [2020-12-20 22:28:36 main:574] : INFO : Epoch 569 | loss: 0.0311249 | val_loss: 0.0311544 | Time: 3123.27 ms [2020-12-20 22:28:39 main:574] : INFO : Epoch 570 | loss: 0.0311229 | val_loss: 0.0311544 | Time: 3412.74 ms [2020-12-20 22:28:42 main:574] : INFO : Epoch 571 | loss: 0.0311183 | val_loss: 0.0311538 | Time: 3205.25 ms [2020-12-20 22:28:45 main:574] : INFO : Epoch 572 | loss: 0.0311196 | val_loss: 0.0311576 | Time: 3066.18 ms [2020-12-20 22:28:49 main:574] : INFO : Epoch 573 | loss: 0.0311192 | val_loss: 0.0311595 | Time: 3387.57 ms [2020-12-20 22:28:52 main:574] : INFO : Epoch 574 | loss: 0.0311195 | val_loss: 0.0311531 | Time: 3062.77 ms [2020-12-20 22:28:55 main:574] : INFO : Epoch 575 | loss: 0.0311192 | val_loss: 0.0311532 | Time: 3191.52 ms [2020-12-20 22:28:58 main:574] : INFO : Epoch 576 | loss: 0.0311211 | val_loss: 0.0311506 | Time: 3237.38 ms [2020-12-20 22:29:02 main:574] : INFO : Epoch 577 | loss: 0.0311179 | val_loss: 0.0311489 | Time: 3107.44 ms [2020-12-20 22:29:05 main:574] : INFO : Epoch 578 | loss: 0.0311178 | val_loss: 0.0311508 | Time: 3137.5 ms [2020-12-20 22:29:08 main:574] : INFO : Epoch 579 | loss: 0.0311179 | val_loss: 0.0311524 | Time: 3218.16 ms [2020-12-20 22:29:11 main:574] : INFO : Epoch 580 | loss: 0.0311202 | val_loss: 0.0311511 | Time: 3104.15 ms [2020-12-20 22:29:14 main:574] : INFO : Epoch 581 | loss: 0.0311157 | val_loss: 0.0311547 | Time: 3224.81 ms [2020-12-20 22:29:17 main:574] : INFO : Epoch 582 | loss: 0.0311151 | val_loss: 0.0311525 | Time: 3099.69 ms [2020-12-20 22:29:21 main:574] : INFO : Epoch 583 | loss: 0.0311136 | val_loss: 0.0311496 | Time: 3265.49 ms [2020-12-20 22:29:24 main:574] : INFO : Epoch 584 | loss: 0.0311139 | val_loss: 0.0311516 | Time: 3414.89 ms [2020-12-20 22:29:27 main:574] : INFO : Epoch 585 | loss: 0.0311137 | val_loss: 0.031148 | Time: 3167.03 ms [2020-12-20 22:29:31 main:574] : INFO : Epoch 586 | loss: 0.0311134 | val_loss: 0.0311521 | Time: 3169.67 ms [2020-12-20 22:29:34 main:574] : INFO : Epoch 587 | loss: 0.0311133 | val_loss: 0.031149 | Time: 3111.05 ms [2020-12-20 22:29:37 main:574] : INFO : Epoch 588 | loss: 0.0311123 | val_loss: 0.0311526 | Time: 3465.71 ms [2020-12-20 22:29:40 main:574] : INFO : Epoch 589 | loss: 0.0311137 | val_loss: 0.0311518 | Time: 3217.26 ms [2020-12-20 22:29:44 main:574] : INFO : Epoch 590 | loss: 0.0311125 | val_loss: 0.031152 | Time: 3300.79 ms [2020-12-20 22:29:47 main:574] : INFO : Epoch 591 | loss: 0.0311117 | val_loss: 0.0311526 | Time: 3225.12 ms [2020-12-20 22:29:50 main:574] : INFO : Epoch 592 | loss: 0.0311119 | val_loss: 0.0311534 | Time: 3207.03 ms [2020-12-20 22:29:53 main:574] : INFO : Epoch 593 | loss: 0.0311126 | val_loss: 0.0311586 | Time: 3281.78 ms [2020-12-20 22:29:57 main:574] : INFO : Epoch 594 | loss: 0.0311125 | val_loss: 0.0311513 | Time: 3199.53 ms [2020-12-20 22:30:00 main:574] : INFO : Epoch 595 | loss: 0.0311121 | val_loss: 0.0311509 | Time: 3267.24 ms [2020-12-20 22:30:03 main:574] : INFO : Epoch 596 | loss: 0.0311126 | val_loss: 0.0311483 | Time: 3355.73 ms [2020-12-20 22:30:07 main:574] : INFO : Epoch 597 | loss: 0.0311138 | val_loss: 0.0311505 | Time: 3420.76 ms [2020-12-20 22:30:10 main:574] : INFO : Epoch 598 | loss: 0.0311125 | val_loss: 0.0311527 | Time: 3447.95 ms [2020-12-20 22:30:14 main:574] : INFO : Epoch 599 | loss: 0.0311112 | val_loss: 0.0311497 | Time: 3525.99 ms [2020-12-20 22:30:17 main:574] : INFO : Epoch 600 | loss: 0.0311121 | val_loss: 0.0311492 | Time: 3515.63 ms [2020-12-20 22:30:21 main:574] : INFO : Epoch 601 | loss: 0.0311151 | val_loss: 0.0311507 | Time: 3412.72 ms [2020-12-20 22:30:24 main:574] : INFO : Epoch 602 | loss: 0.0311161 | val_loss: 0.0311532 | Time: 3249.79 ms [2020-12-20 22:30:27 main:574] : INFO : Epoch 603 | loss: 0.0311144 | val_loss: 0.0311579 | Time: 3021.68 ms [2020-12-20 22:30:30 main:574] : INFO : Epoch 604 | loss: 0.0311183 | val_loss: 0.0311591 | Time: 3228.75 ms [2020-12-20 22:30:33 main:574] : INFO : Epoch 605 | loss: 0.0311159 | val_loss: 0.0311623 | Time: 3230.54 ms [2020-12-20 22:30:36 main:574] : INFO : Epoch 606 | loss: 0.0311141 | val_loss: 0.0311596 | Time: 2877.68 ms [2020-12-20 22:30:40 main:574] : INFO : Epoch 607 | loss: 0.031115 | val_loss: 0.0311559 | Time: 3414.69 ms [2020-12-20 22:30:43 main:574] : INFO : Epoch 608 | loss: 0.031113 | val_loss: 0.0311588 | Time: 3246.39 ms [2020-12-20 22:30:46 main:574] : INFO : Epoch 609 | loss: 0.031114 | val_loss: 0.0311556 | Time: 2988.21 ms [2020-12-20 22:30:49 main:574] : INFO : Epoch 610 | loss: 0.031117 | val_loss: 0.0311565 | Time: 3101.66 ms [2020-12-20 22:30:52 main:574] : INFO : Epoch 611 | loss: 0.0311159 | val_loss: 0.0311521 | Time: 3067.24 ms [2020-12-20 22:30:55 main:574] : INFO : Epoch 612 | loss: 0.0311142 | val_loss: 0.0311541 | Time: 3086.7 ms [2020-12-20 22:30:58 main:574] : INFO : Epoch 613 | loss: 0.0311145 | val_loss: 0.0311478 | Time: 3075.86 ms [2020-12-20 22:31:02 main:574] : INFO : Epoch 614 | loss: 0.0311128 | val_loss: 0.0311519 | Time: 3273.97 ms [2020-12-20 22:31:05 main:574] : INFO : Epoch 615 | loss: 0.0311121 | val_loss: 0.0311541 | Time: 3120.69 ms [2020-12-20 22:31:08 main:574] : INFO : Epoch 616 | loss: 0.0311167 | val_loss: 0.0311557 | Time: 3209.59 ms [2020-12-20 22:31:11 main:574] : INFO : Epoch 617 | loss: 0.0311224 | val_loss: 0.0311503 | Time: 3346.61 ms [2020-12-20 22:31:15 main:574] : INFO : Epoch 618 | loss: 0.0311185 | val_loss: 0.0311485 | Time: 3196.75 ms [2020-12-20 22:31:18 main:574] : INFO : Epoch 619 | loss: 0.0311188 | val_loss: 0.0311503 | Time: 3107.09 ms [2020-12-20 22:31:21 main:574] : INFO : Epoch 620 | loss: 0.0311179 | val_loss: 0.0311476 | Time: 3141.38 ms [2020-12-20 22:31:24 main:574] : INFO : Epoch 621 | loss: 0.0311197 | val_loss: 0.0311525 | Time: 3305.83 ms [2020-12-20 22:31:27 main:574] : INFO : Epoch 622 | loss: 0.0311184 | val_loss: 0.0311452 | Time: 3004.86 ms [2020-12-20 22:31:30 main:574] : INFO : Epoch 623 | loss: 0.0311177 | val_loss: 0.0311445 | Time: 3093.44 ms [2020-12-20 22:31:33 main:574] : INFO : Epoch 624 | loss: 0.0311183 | val_loss: 0.0311503 | Time: 3162.12 ms [2020-12-20 22:31:36 main:574] : INFO : Epoch 625 | loss: 0.0311161 | val_loss: 0.0311501 | Time: 3030.42 ms [2020-12-20 22:31:40 main:574] : INFO : Epoch 626 | loss: 0.0311151 | val_loss: 0.0311478 | Time: 3133.65 ms [2020-12-20 22:31:43 main:574] : INFO : Epoch 627 | loss: 0.0311163 | val_loss: 0.0311585 | Time: 3342.96 ms [2020-12-20 22:31:46 main:574] : INFO : Epoch 628 | loss: 0.031118 | val_loss: 0.0311592 | Time: 3170.05 ms [2020-12-20 22:31:49 main:574] : INFO : Epoch 629 | loss: 0.0313634 | val_loss: 0.0319163 | Time: 3346.23 ms [2020-12-20 22:31:53 main:574] : INFO : Epoch 630 | loss: 0.0342599 | val_loss: 0.0316785 | Time: 3256.95 ms [2020-12-20 22:31:56 main:574] : INFO : Epoch 631 | loss: 0.0319485 | val_loss: 0.0315011 | Time: 3242.89 ms [2020-12-20 22:31:59 main:574] : INFO : Epoch 632 | loss: 0.0312747 | val_loss: 0.0312169 | Time: 3088.1 ms [2020-12-20 22:32:02 main:574] : INFO : Epoch 633 | loss: 0.031179 | val_loss: 0.0311765 | Time: 3145.42 ms [2020-12-20 22:32:06 main:574] : INFO : Epoch 634 | loss: 0.0311593 | val_loss: 0.0311672 | Time: 3185.95 ms [2020-12-20 22:32:09 main:574] : INFO : Epoch 635 | loss: 0.0311525 | val_loss: 0.0311641 | Time: 3004.55 ms [2020-12-20 22:32:12 main:574] : INFO : Epoch 636 | loss: 0.03114 | val_loss: 0.0311599 | Time: 3121.53 ms [2020-12-20 22:32:15 main:574] : INFO : Epoch 637 | loss: 0.031131 | val_loss: 0.0311538 | Time: 3126.82 ms [2020-12-20 22:32:18 main:574] : INFO : Epoch 638 | loss: 0.0311284 | val_loss: 0.0311514 | Time: 3085.28 ms [2020-12-20 22:32:21 main:574] : INFO : Epoch 639 | loss: 0.0311261 | val_loss: 0.0311489 | Time: 3053.82 ms [2020-12-20 22:32:24 main:574] : INFO : Epoch 640 | loss: 0.0311263 | val_loss: 0.0311472 | Time: 3339.1 ms [2020-12-20 22:32:28 main:574] : INFO : Epoch 641 | loss: 0.0311236 | val_loss: 0.0311505 | Time: 3247.95 ms [2020-12-20 22:32:31 main:574] : INFO : Epoch 642 | loss: 0.0311226 | val_loss: 0.0311475 | Time: 3202.33 ms [2020-12-20 22:32:34 main:574] : INFO : Epoch 643 | loss: 0.0311238 | val_loss: 0.0311544 | Time: 3383.16 ms [2020-12-20 22:32:37 main:574] : INFO : Epoch 644 | loss: 0.0311236 | val_loss: 0.0311505 | Time: 3046.26 ms [2020-12-20 22:32:40 main:574] : INFO : Epoch 645 | loss: 0.0311212 | val_loss: 0.0311509 | Time: 3102.29 ms [2020-12-20 22:32:44 main:574] : INFO : Epoch 646 | loss: 0.0311193 | val_loss: 0.0311509 | Time: 3307.63 ms [2020-12-20 22:32:47 main:574] : INFO : Epoch 647 | loss: 0.0311183 | val_loss: 0.0311519 | Time: 3036.44 ms [2020-12-20 22:32:50 main:574] : INFO : Epoch 648 | loss: 0.0311183 | val_loss: 0.0311514 | Time: 3186.94 ms [2020-12-20 22:32:53 main:574] : INFO : Epoch 649 | loss: 0.0311174 | val_loss: 0.0311446 | Time: 3298.88 ms [2020-12-20 22:32:56 main:574] : INFO : Epoch 650 | loss: 0.0311166 | val_loss: 0.0311466 | Time: 3222.34 ms [2020-12-20 22:33:00 main:574] : INFO : Epoch 651 | loss: 0.0311168 | val_loss: 0.0311496 | Time: 3265.98 ms [2020-12-20 22:33:03 main:574] : INFO : Epoch 652 | loss: 0.031117 | val_loss: 0.0311481 | Time: 3351.16 ms [2020-12-20 22:33:06 main:574] : INFO : Epoch 653 | loss: 0.0311178 | val_loss: 0.0311428 | Time: 3057.1 ms [2020-12-20 22:33:09 main:574] : INFO : Epoch 654 | loss: 0.0311191 | val_loss: 0.0311404 | Time: 3170.43 ms [2020-12-20 22:33:13 main:574] : INFO : Epoch 655 | loss: 0.0311179 | val_loss: 0.0311411 | Time: 3208.18 ms [2020-12-20 22:33:16 main:574] : INFO : Epoch 656 | loss: 0.0311168 | val_loss: 0.0311446 | Time: 3041.59 ms [2020-12-20 22:33:19 main:574] : INFO : Epoch 657 | loss: 0.0311171 | val_loss: 0.0311457 | Time: 3255.63 ms [2020-12-20 22:33:22 main:574] : INFO : Epoch 658 | loss: 0.0311179 | val_loss: 0.0311443 | Time: 3031.73 ms [2020-12-20 22:33:25 main:574] : INFO : Epoch 659 | loss: 0.0311178 | val_loss: 0.0311495 | Time: 3246.18 ms [2020-12-20 22:33:28 main:574] : INFO : Epoch 660 | loss: 0.031118 | val_loss: 0.0311494 | Time: 3175.96 ms [2020-12-20 22:33:31 main:574] : INFO : Epoch 661 | loss: 0.0311184 | val_loss: 0.0311516 | Time: 3144.69 ms [2020-12-20 22:33:35 main:574] : INFO : Epoch 662 | loss: 0.0311214 | val_loss: 0.0311509 | Time: 3120.05 ms [2020-12-20 22:33:38 main:574] : INFO : Epoch 663 | loss: 0.0311194 | val_loss: 0.0311484 | Time: 3127.37 ms [2020-12-20 22:33:41 main:574] : INFO : Epoch 664 | loss: 0.0311175 | val_loss: 0.0311483 | Time: 3202.84 ms [2020-12-20 22:33:44 main:574] : INFO : Epoch 665 | loss: 0.0311164 | val_loss: 0.0311452 | Time: 3172.01 ms [2020-12-20 22:33:47 main:574] : INFO : Epoch 666 | loss: 0.0311177 | val_loss: 0.0311476 | Time: 3241.64 ms [2020-12-20 22:33:50 main:574] : INFO : Epoch 667 | loss: 0.0311185 | val_loss: 0.0311433 | Time: 3077.62 ms [2020-12-20 22:33:54 main:574] : INFO : Epoch 668 | loss: 0.0311179 | val_loss: 0.0311432 | Time: 3345.72 ms [2020-12-20 22:33:57 main:574] : INFO : Epoch 669 | loss: 0.0311247 | val_loss: 0.0311458 | Time: 3253.56 ms [2020-12-20 22:34:01 main:574] : INFO : Epoch 670 | loss: 0.0311286 | val_loss: 0.0311462 | Time: 3396.79 ms [2020-12-20 22:34:04 main:574] : INFO : Epoch 671 | loss: 0.0311263 | val_loss: 0.0311394 | Time: 3314.76 ms [2020-12-20 22:34:07 main:574] : INFO : Epoch 672 | loss: 0.0311222 | val_loss: 0.0311372 | Time: 3174.2 ms [2020-12-20 22:34:10 main:574] : INFO : Epoch 673 | loss: 0.0311237 | val_loss: 0.0311398 | Time: 3179.08 ms [2020-12-20 22:34:13 main:574] : INFO : Epoch 674 | loss: 0.0311221 | val_loss: 0.0311408 | Time: 3162.82 ms [2020-12-20 22:34:17 main:574] : INFO : Epoch 675 | loss: 0.0311204 | val_loss: 0.0311454 | Time: 3399.32 ms [2020-12-20 22:34:20 main:574] : INFO : Epoch 676 | loss: 0.0311191 | val_loss: 0.0311398 | Time: 3117.55 ms [2020-12-20 22:34:23 main:574] : INFO : Epoch 677 | loss: 0.0311186 | val_loss: 0.0311412 | Time: 3131.29 ms [2020-12-20 22:34:26 main:574] : INFO : Epoch 678 | loss: 0.0311164 | val_loss: 0.0311431 | Time: 3078.37 ms [2020-12-20 22:34:29 main:574] : INFO : Epoch 679 | loss: 0.0311182 | val_loss: 0.0311511 | Time: 3039.14 ms [2020-12-20 22:34:32 main:574] : INFO : Epoch 680 | loss: 0.0311193 | val_loss: 0.0311471 | Time: 3206.92 ms [2020-12-20 22:34:36 main:574] : INFO : Epoch 681 | loss: 0.0311184 | val_loss: 0.0311467 | Time: 3156.63 ms [2020-12-20 22:34:39 main:574] : INFO : Epoch 682 | loss: 0.0311161 | val_loss: 0.0311503 | Time: 3154.1 ms [2020-12-20 22:34:42 main:574] : INFO : Epoch 683 | loss: 0.0311148 | val_loss: 0.031148 | Time: 3258.22 ms [2020-12-20 22:34:45 main:574] : INFO : Epoch 684 | loss: 0.0311134 | val_loss: 0.0311441 | Time: 3034.24 ms [2020-12-20 22:34:48 main:574] : INFO : Epoch 685 | loss: 0.031117 | val_loss: 0.0311494 | Time: 3069.45 ms [2020-12-20 22:34:51 main:574] : INFO : Epoch 686 | loss: 0.0311175 | val_loss: 0.0311461 | Time: 3176.96 ms [2020-12-20 22:34:55 main:574] : INFO : Epoch 687 | loss: 0.0311168 | val_loss: 0.0311447 | Time: 3228.91 ms [2020-12-20 22:34:58 main:574] : INFO : Epoch 688 | loss: 0.0311166 | val_loss: 0.0311495 | Time: 3045.67 ms [2020-12-20 22:35:01 main:574] : INFO : Epoch 689 | loss: 0.0311149 | val_loss: 0.0311502 | Time: 3062.06 ms [2020-12-20 22:35:04 main:574] : INFO : Epoch 690 | loss: 0.0311169 | val_loss: 0.0311428 | Time: 3388.45 ms [2020-12-20 22:35:07 main:574] : INFO : Epoch 691 | loss: 0.0311162 | val_loss: 0.0311455 | Time: 3161.31 ms [2020-12-20 22:35:10 main:574] : INFO : Epoch 692 | loss: 0.0311163 | val_loss: 0.0311462 | Time: 3061.55 ms [2020-12-20 22:35:14 main:574] : INFO : Epoch 693 | loss: 0.0311136 | val_loss: 0.0311432 | Time: 3243.78 ms [2020-12-20 22:35:17 main:574] : INFO : Epoch 694 | loss: 0.0311135 | val_loss: 0.0311461 | Time: 3229.47 ms [2020-12-20 22:35:20 main:574] : INFO : Epoch 695 | loss: 0.0311141 | val_loss: 0.0311505 | Time: 3186.69 ms [2020-12-20 22:35:23 main:574] : INFO : Epoch 696 | loss: 0.0311146 | val_loss: 0.0311498 | Time: 2988.95 ms [2020-12-20 22:35:26 main:574] : INFO : Epoch 697 | loss: 0.0311223 | val_loss: 0.0311435 | Time: 3228.74 ms [2020-12-20 22:35:29 main:574] : INFO : Epoch 698 | loss: 0.0311241 | val_loss: 0.0311444 | Time: 3093.54 ms [2020-12-20 22:35:33 main:574] : INFO : Epoch 699 | loss: 0.0311213 | val_loss: 0.0311441 | Time: 3220.48 ms [2020-12-20 22:35:36 main:574] : INFO : Epoch 700 | loss: 0.0311197 | val_loss: 0.0311452 | Time: 3364.92 ms [2020-12-20 22:35:39 main:574] : INFO : Epoch 701 | loss: 0.0311257 | val_loss: 0.0311468 | Time: 3153.1 ms [2020-12-20 22:35:42 main:574] : INFO : Epoch 702 | loss: 0.0311272 | val_loss: 0.0311497 | Time: 3201.68 ms [2020-12-20 22:35:46 main:574] : INFO : Epoch 703 | loss: 0.0311261 | val_loss: 0.0311433 | Time: 3389.82 ms [2020-12-20 22:35:49 main:574] : INFO : Epoch 704 | loss: 0.0311229 | val_loss: 0.0311436 | Time: 2967.88 ms [2020-12-20 22:35:52 main:574] : INFO : Epoch 705 | loss: 0.0311225 | val_loss: 0.0311442 | Time: 3170.77 ms [2020-12-20 22:35:55 main:574] : INFO : Epoch 706 | loss: 0.0311227 | val_loss: 0.0311432 | Time: 3348.22 ms [2020-12-20 22:35:59 main:574] : INFO : Epoch 707 | loss: 0.0311222 | val_loss: 0.0311475 | Time: 3383.48 ms [2020-12-20 22:36:04 main:574] : INFO : Epoch 708 | loss: 0.0311217 | val_loss: 0.0311476 | Time: 5300.28 ms [2020-12-20 22:36:07 main:574] : INFO : Epoch 709 | loss: 0.03112 | val_loss: 0.0311464 | Time: 3280.17 ms [2020-12-20 22:36:11 main:574] : INFO : Epoch 710 | loss: 0.0311192 | val_loss: 0.0311451 | Time: 3353.99 ms [2020-12-20 22:36:14 main:574] : INFO : Epoch 711 | loss: 0.0311173 | val_loss: 0.0311424 | Time: 3454.4 ms [2020-12-20 22:36:17 main:574] : INFO : Epoch 712 | loss: 0.031118 | val_loss: 0.0311431 | Time: 3148.1 ms [2020-12-20 22:36:20 main:574] : INFO : Epoch 713 | loss: 0.0311186 | val_loss: 0.0311483 | Time: 3169.26 ms [2020-12-20 22:36:24 main:574] : INFO : Epoch 714 | loss: 0.0311191 | val_loss: 0.031146 | Time: 3280.87 ms [2020-12-20 22:36:27 main:574] : INFO : Epoch 715 | loss: 0.0311169 | val_loss: 0.0311431 | Time: 3146.84 ms [2020-12-20 22:36:31 main:574] : INFO : Epoch 716 | loss: 0.0311176 | val_loss: 0.0311472 | Time: 4459.58 ms [2020-12-20 22:36:35 main:574] : INFO : Epoch 717 | loss: 0.031123 | val_loss: 0.0311435 | Time: 3276.01 ms [2020-12-20 22:36:38 main:574] : INFO : Epoch 718 | loss: 0.0311204 | val_loss: 0.0311452 | Time: 3246.28 ms [2020-12-20 22:36:41 main:574] : INFO : Epoch 719 | loss: 0.0311198 | val_loss: 0.0311485 | Time: 3106.5 ms [2020-12-20 22:36:44 main:574] : INFO : Epoch 720 | loss: 0.0311193 | val_loss: 0.0311459 | Time: 3414.05 ms [2020-12-20 22:36:48 main:574] : INFO : Epoch 721 | loss: 0.031118 | val_loss: 0.0311478 | Time: 3282.94 ms [2020-12-20 22:36:51 main:574] : INFO : Epoch 722 | loss: 0.0311154 | val_loss: 0.0311496 | Time: 3233.72 ms [2020-12-20 22:36:54 main:574] : INFO : Epoch 723 | loss: 0.0311145 | val_loss: 0.0311526 | Time: 3381.54 ms [2020-12-20 22:36:58 main:574] : INFO : Epoch 724 | loss: 0.0311158 | val_loss: 0.0311475 | Time: 3231.57 ms [2020-12-20 22:37:01 main:574] : INFO : Epoch 725 | loss: 0.0311157 | val_loss: 0.0311462 | Time: 3352.44 ms [2020-12-20 22:37:04 main:574] : INFO : Epoch 726 | loss: 0.0311146 | val_loss: 0.0311505 | Time: 3478.62 ms [2020-12-20 22:37:08 main:574] : INFO : Epoch 727 | loss: 0.0311146 | val_loss: 0.0311457 | Time: 3352.3 ms [2020-12-20 22:37:11 main:574] : INFO : Epoch 728 | loss: 0.0311138 | val_loss: 0.0311508 | Time: 3112.53 ms [2020-12-20 22:37:14 main:574] : INFO : Epoch 729 | loss: 0.0311152 | val_loss: 0.0311463 | Time: 3160.94 ms [2020-12-20 22:37:18 main:574] : INFO : Epoch 730 | loss: 0.0311145 | val_loss: 0.0311505 | Time: 3446.33 ms [2020-12-20 22:37:21 main:574] : INFO : Epoch 731 | loss: 0.0311152 | val_loss: 0.0311557 | Time: 3076.03 ms [2020-12-20 22:37:24 main:574] : INFO : Epoch 732 | loss: 0.0311321 | val_loss: 0.0311591 | Time: 3242.48 ms [2020-12-20 22:37:27 main:574] : INFO : Epoch 733 | loss: 0.0311362 | val_loss: 0.0311596 | Time: 3182.88 ms [2020-12-20 22:37:30 main:574] : INFO : Epoch 734 | loss: 0.0311359 | val_loss: 0.0311613 | Time: 3179.7 ms [2020-12-20 22:37:33 main:574] : INFO : Epoch 735 | loss: 0.0311334 | val_loss: 0.0311603 | Time: 3008.07 ms [2020-12-20 22:37:36 main:574] : INFO : Epoch 736 | loss: 0.0311321 | val_loss: 0.0311558 | Time: 3137.6 ms [2020-12-20 22:37:39 main:574] : INFO : Epoch 737 | loss: 0.0311317 | val_loss: 0.0311625 | Time: 2907.74 ms [2020-12-20 22:37:43 main:574] : INFO : Epoch 738 | loss: 0.031137 | val_loss: 0.0311611 | Time: 3220.95 ms [2020-12-20 22:37:46 main:574] : INFO : Epoch 739 | loss: 0.03113 | val_loss: 0.0311545 | Time: 3190.86 ms [2020-12-20 22:37:49 main:574] : INFO : Epoch 740 | loss: 0.0311287 | val_loss: 0.0311511 | Time: 3392.9 ms [2020-12-20 22:37:52 main:574] : INFO : Epoch 741 | loss: 0.0311256 | val_loss: 0.0311529 | Time: 3235.09 ms [2020-12-20 22:37:56 main:574] : INFO : Epoch 742 | loss: 0.0311268 | val_loss: 0.0311504 | Time: 3363.3 ms [2020-12-20 22:37:59 main:574] : INFO : Epoch 743 | loss: 0.0311259 | val_loss: 0.0311546 | Time: 3160.9 ms [2020-12-20 22:38:02 main:574] : INFO : Epoch 744 | loss: 0.0311232 | val_loss: 0.0311555 | Time: 3470.94 ms [2020-12-20 22:38:06 main:574] : INFO : Epoch 745 | loss: 0.0311218 | val_loss: 0.0311523 | Time: 3385.33 ms [2020-12-20 22:38:09 main:574] : INFO : Epoch 746 | loss: 0.0311197 | val_loss: 0.0311499 | Time: 3237.72 ms [2020-12-20 22:38:12 main:574] : INFO : Epoch 747 | loss: 0.0311207 | val_loss: 0.0311578 | Time: 3095.02 ms [2020-12-20 22:38:16 main:574] : INFO : Epoch 748 | loss: 0.0311247 | val_loss: 0.0311517 | Time: 3321.54 ms [2020-12-20 22:38:19 main:574] : INFO : Epoch 749 | loss: 0.0311224 | val_loss: 0.0311494 | Time: 3224.33 ms [2020-12-20 22:38:22 main:574] : INFO : Epoch 750 | loss: 0.0311233 | val_loss: 0.0311562 | Time: 3132.02 ms [2020-12-20 22:38:25 main:574] : INFO : Epoch 751 | loss: 0.0311269 | val_loss: 0.0311576 | Time: 3451.69 ms [2020-12-20 22:38:28 main:574] : INFO : Epoch 752 | loss: 0.0311258 | val_loss: 0.0311561 | Time: 2994.88 ms [2020-12-20 22:38:32 main:574] : INFO : Epoch 753 | loss: 0.0311241 | val_loss: 0.0311575 | Time: 3150.14 ms [2020-12-20 22:38:35 main:574] : INFO : Epoch 754 | loss: 0.0311237 | val_loss: 0.0311545 | Time: 3256.8 ms [2020-12-20 22:38:38 main:574] : INFO : Epoch 755 | loss: 0.0311223 | val_loss: 0.0311512 | Time: 3111.64 ms [2020-12-20 22:38:41 main:574] : INFO : Epoch 756 | loss: 0.0311238 | val_loss: 0.0311489 | Time: 3199.35 ms [2020-12-20 22:38:44 main:574] : INFO : Epoch 757 | loss: 0.0311264 | val_loss: 0.0311467 | Time: 3070.26 ms [2020-12-20 22:38:48 main:574] : INFO : Epoch 758 | loss: 0.0311239 | val_loss: 0.031147 | Time: 3409.03 ms [2020-12-20 22:38:51 main:574] : INFO : Epoch 759 | loss: 0.0311216 | val_loss: 0.0311489 | Time: 3062.68 ms [2020-12-20 22:38:54 main:574] : INFO : Epoch 760 | loss: 0.0311221 | val_loss: 0.0311496 | Time: 2987.98 ms [2020-12-20 22:38:57 main:574] : INFO : Epoch 761 | loss: 0.031121 | val_loss: 0.0311478 | Time: 3189.91 ms [2020-12-20 22:39:00 main:574] : INFO : Epoch 762 | loss: 0.0311196 | val_loss: 0.0311462 | Time: 3119.27 ms [2020-12-20 22:39:03 main:574] : INFO : Epoch 763 | loss: 0.0311156 | val_loss: 0.0311483 | Time: 3138.46 ms [2020-12-20 22:39:06 main:574] : INFO : Epoch 764 | loss: 0.0311172 | val_loss: 0.0311503 | Time: 3193.34 ms [2020-12-20 22:39:10 main:574] : INFO : Epoch 765 | loss: 0.0311153 | val_loss: 0.0311461 | Time: 3253.99 ms [2020-12-20 22:39:13 main:574] : INFO : Epoch 766 | loss: 0.0311138 | val_loss: 0.0311473 | Time: 3070.34 ms [2020-12-20 22:39:16 main:574] : INFO : Epoch 767 | loss: 0.0311148 | val_loss: 0.0311479 | Time: 3241.88 ms [2020-12-20 22:39:19 main:574] : INFO : Epoch 768 | loss: 0.0311145 | val_loss: 0.031146 | Time: 3275.82 ms [2020-12-20 22:39:23 main:574] : INFO : Epoch 769 | loss: 0.0311195 | val_loss: 0.0311507 | Time: 3268.33 ms [2020-12-20 22:39:26 main:574] : INFO : Epoch 770 | loss: 0.0311218 | val_loss: 0.0311495 | Time: 3232.23 ms [2020-12-20 22:39:29 main:574] : INFO : Epoch 771 | loss: 0.0311219 | val_loss: 0.0311508 | Time: 3161.64 ms [2020-12-20 22:39:32 main:574] : INFO : Epoch 772 | loss: 0.0311193 | val_loss: 0.0311484 | Time: 3103.89 ms [2020-12-20 22:39:35 main:574] : INFO : Epoch 773 | loss: 0.031118 | val_loss: 0.0311568 | Time: 2438.21 ms [2020-12-20 22:39:37 main:574] : INFO : Epoch 774 | loss: 0.0311208 | val_loss: 0.0311518 | Time: 2644.27 ms [2020-12-20 22:39:41 main:574] : INFO : Epoch 775 | loss: 0.0311173 | val_loss: 0.0311497 | Time: 3291.08 ms [2020-12-20 22:39:44 main:574] : INFO : Epoch 776 | loss: 0.0311158 | val_loss: 0.0311572 | Time: 3542.61 ms [2020-12-20 22:39:47 main:574] : INFO : Epoch 777 | loss: 0.0311136 | val_loss: 0.0311489 | Time: 3333.61 ms [2020-12-20 22:39:51 main:574] : INFO : Epoch 778 | loss: 0.0311126 | val_loss: 0.0311487 | Time: 3337.01 ms [2020-12-20 22:39:54 main:574] : INFO : Epoch 779 | loss: 0.0311135 | val_loss: 0.0311464 | Time: 2974.15 ms [2020-12-20 22:39:56 main:574] : INFO : Epoch 780 | loss: 0.0311128 | val_loss: 0.0311503 | Time: 2445.53 ms [2020-12-20 22:39:59 main:574] : INFO : Epoch 781 | loss: 0.031111 | val_loss: 0.0311477 | Time: 2446.24 ms [2020-12-20 22:40:01 main:574] : INFO : Epoch 782 | loss: 0.0311113 | val_loss: 0.0311464 | Time: 2421.32 ms [2020-12-20 22:40:04 main:574] : INFO : Epoch 783 | loss: 0.0311112 | val_loss: 0.0311523 | Time: 2437.26 ms [2020-12-20 22:40:06 main:574] : INFO : Epoch 784 | loss: 0.0311115 | val_loss: 0.031146 | Time: 2424.54 ms [2020-12-20 22:40:08 main:574] : INFO : Epoch 785 | loss: 0.03111 | val_loss: 0.0311466 | Time: 2431.51 ms [2020-12-20 22:40:11 main:574] : INFO : Epoch 786 | loss: 0.0311122 | val_loss: 0.0311455 | Time: 2469.29 ms [2020-12-20 22:40:13 main:574] : INFO : Epoch 787 | loss: 0.0311099 | val_loss: 0.031147 | Time: 2424.94 ms [2020-12-20 22:40:16 main:574] : INFO : Epoch 788 | loss: 0.0311107 | val_loss: 0.0311466 | Time: 2419.69 ms [2020-12-20 22:40:18 main:574] : INFO : Epoch 789 | loss: 0.0311114 | val_loss: 0.031147 | Time: 2436.1 ms [2020-12-20 22:40:21 main:574] : INFO : Epoch 790 | loss: 0.031111 | val_loss: 0.0311443 | Time: 2423.41 ms [2020-12-20 22:40:23 main:574] : INFO : Epoch 791 | loss: 0.0311128 | val_loss: 0.0311459 | Time: 2429.36 ms [2020-12-20 22:40:25 main:574] : INFO : Epoch 792 | loss: 0.0311138 | val_loss: 0.0311453 | Time: 2428 ms [2020-12-20 22:40:28 main:574] : INFO : Epoch 793 | loss: 0.0311141 | val_loss: 0.0311453 | Time: 2450.89 ms [2020-12-20 22:40:30 main:574] : INFO : Epoch 794 | loss: 0.031112 | val_loss: 0.0311452 | Time: 2425.98 ms [2020-12-20 22:40:33 main:574] : INFO : Epoch 795 | loss: 0.0311114 | val_loss: 0.0311434 | Time: 2422.52 ms [2020-12-20 22:40:35 main:574] : INFO : Epoch 796 | loss: 0.0311094 | val_loss: 0.0311399 | Time: 2433.42 ms [2020-12-20 22:40:38 main:574] : INFO : Epoch 797 | loss: 0.0311118 | val_loss: 0.0311455 | Time: 2421.62 ms [2020-12-20 22:40:40 main:574] : INFO : Epoch 798 | loss: 0.0311115 | val_loss: 0.0311451 | Time: 2425.56 ms [2020-12-20 22:40:43 main:574] : INFO : Epoch 799 | loss: 0.0311095 | val_loss: 0.0311444 | Time: 2418.97 ms [2020-12-20 22:40:45 main:574] : INFO : Epoch 800 | loss: 0.0311097 | val_loss: 0.0311455 | Time: 2437.49 ms [2020-12-20 22:40:47 main:574] : INFO : Epoch 801 | loss: 0.0311101 | val_loss: 0.0311391 | Time: 2445.93 ms [2020-12-20 22:40:50 main:574] : INFO : Epoch 802 | loss: 0.03111 | val_loss: 0.0311371 | Time: 2422.04 ms [2020-12-20 22:40:52 main:574] : INFO : Epoch 803 | loss: 0.0311117 | val_loss: 0.0311444 | Time: 2415.09 ms [2020-12-20 22:40:55 main:574] : INFO : Epoch 804 | loss: 0.0311169 | val_loss: 0.0311472 | Time: 2428.18 ms [2020-12-20 22:40:57 main:574] : INFO : Epoch 805 | loss: 0.0311158 | val_loss: 0.031147 | Time: 2441.28 ms [2020-12-20 22:41:00 main:574] : INFO : Epoch 806 | loss: 0.0311156 | val_loss: 0.0311458 | Time: 2430.77 ms [2020-12-20 22:41:02 main:574] : INFO : Epoch 807 | loss: 0.031116 | val_loss: 0.0311475 | Time: 2423.24 ms [2020-12-20 22:41:04 main:574] : INFO : Epoch 808 | loss: 0.0311139 | val_loss: 0.0311435 | Time: 2423.98 ms [2020-12-20 22:41:07 main:574] : INFO : Epoch 809 | loss: 0.0311116 | val_loss: 0.0311446 | Time: 2466.07 ms [2020-12-20 22:41:09 main:574] : INFO : Epoch 810 | loss: 0.0311128 | val_loss: 0.0311424 | Time: 2431.35 ms [2020-12-20 22:41:12 main:574] : INFO : Epoch 811 | loss: 0.0311131 | val_loss: 0.0311483 | Time: 2425.06 ms [2020-12-20 22:41:14 main:574] : INFO : Epoch 812 | loss: 0.0311136 | val_loss: 0.0311431 | Time: 2422.84 ms [2020-12-20 22:41:17 main:574] : INFO : Epoch 813 | loss: 0.0311104 | val_loss: 0.0311424 | Time: 2422.45 ms [2020-12-20 22:41:19 main:574] : INFO : Epoch 814 | loss: 0.0311114 | val_loss: 0.031143 | Time: 2456.67 ms [2020-12-20 22:41:21 main:574] : INFO : Epoch 815 | loss: 0.0311111 | val_loss: 0.0311434 | Time: 2433.67 ms [2020-12-20 22:41:24 main:574] : INFO : Epoch 816 | loss: 0.0311112 | val_loss: 0.0311443 | Time: 2438.03 ms [2020-12-20 22:41:26 main:574] : INFO : Epoch 817 | loss: 0.0311119 | val_loss: 0.0311444 | Time: 2428.34 ms [2020-12-20 22:41:29 main:574] : INFO : Epoch 818 | loss: 0.0311103 | val_loss: 0.031142 | Time: 2454.15 ms [2020-12-20 22:41:31 main:574] : INFO : Epoch 819 | loss: 0.0311116 | val_loss: 0.0311501 | Time: 2418.8 ms [2020-12-20 22:41:34 main:574] : INFO : Epoch 820 | loss: 0.0311235 | val_loss: 0.0311489 | Time: 2435.15 ms [2020-12-20 22:41:36 main:574] : INFO : Epoch 821 | loss: 0.0311259 | val_loss: 0.0311477 | Time: 2422.81 ms [2020-12-20 22:41:39 main:574] : INFO : Epoch 822 | loss: 0.0311241 | val_loss: 0.0311491 | Time: 2435.26 ms [2020-12-20 22:41:41 main:574] : INFO : Epoch 823 | loss: 0.0311218 | val_loss: 0.0311465 | Time: 2425.49 ms [2020-12-20 22:41:43 main:574] : INFO : Epoch 824 | loss: 0.0311253 | val_loss: 0.031146 | Time: 2438.07 ms [2020-12-20 22:41:46 main:574] : INFO : Epoch 825 | loss: 0.03113 | val_loss: 0.0311469 | Time: 2418.52 ms [2020-12-20 22:41:48 main:574] : INFO : Epoch 826 | loss: 0.0311272 | val_loss: 0.0311411 | Time: 2429.5 ms [2020-12-20 22:41:51 main:574] : INFO : Epoch 827 | loss: 0.0311238 | val_loss: 0.0311418 | Time: 2420.72 ms [2020-12-20 22:41:53 main:574] : INFO : Epoch 828 | loss: 0.031123 | val_loss: 0.0311492 | Time: 2445.25 ms [2020-12-20 22:41:56 main:574] : INFO : Epoch 829 | loss: 0.0311238 | val_loss: 0.0311445 | Time: 2424.76 ms [2020-12-20 22:41:58 main:574] : INFO : Epoch 830 | loss: 0.0311239 | val_loss: 0.0311486 | Time: 2421.9 ms [2020-12-20 22:42:00 main:574] : INFO : Epoch 831 | loss: 0.0311214 | val_loss: 0.0311487 | Time: 2420.79 ms [2020-12-20 22:42:03 main:574] : INFO : Epoch 832 | loss: 0.0311193 | val_loss: 0.0311482 | Time: 2429.73 ms [2020-12-20 22:42:05 main:574] : INFO : Epoch 833 | loss: 0.0311186 | val_loss: 0.0311477 | Time: 2429.49 ms [2020-12-20 22:42:08 main:574] : INFO : Epoch 834 | loss: 0.031118 | val_loss: 0.0311481 | Time: 2430.34 ms [2020-12-20 22:42:10 main:574] : INFO : Epoch 835 | loss: 0.0311178 | val_loss: 0.0311482 | Time: 2422.2 ms [2020-12-20 22:42:13 main:574] : INFO : Epoch 836 | loss: 0.0311195 | val_loss: 0.0311491 | Time: 2423.64 ms [2020-12-20 22:42:15 main:574] : INFO : Epoch 837 | loss: 0.0311201 | val_loss: 0.0311491 | Time: 2425.69 ms [2020-12-20 22:42:18 main:574] : INFO : Epoch 838 | loss: 0.0311206 | val_loss: 0.0311472 | Time: 2463.64 ms [2020-12-20 22:42:20 main:574] : INFO : Epoch 839 | loss: 0.0311205 | val_loss: 0.0311475 | Time: 2428.54 ms [2020-12-20 22:42:22 main:574] : INFO : Epoch 840 | loss: 0.0311206 | val_loss: 0.0311463 | Time: 2418.61 ms [2020-12-20 22:42:25 main:574] : INFO : Epoch 841 | loss: 0.0311187 | val_loss: 0.0311496 | Time: 2433.51 ms [2020-12-20 22:42:27 main:574] : INFO : Epoch 842 | loss: 0.0311194 | val_loss: 0.0311478 | Time: 2576.9 ms [2020-12-20 22:42:30 main:574] : INFO : Epoch 843 | loss: 0.0311183 | val_loss: 0.0311466 | Time: 2450.73 ms [2020-12-20 22:42:32 main:574] : INFO : Epoch 844 | loss: 0.031118 | val_loss: 0.0311467 | Time: 2420.03 ms [2020-12-20 22:42:35 main:574] : INFO : Epoch 845 | loss: 0.0311177 | val_loss: 0.0311501 | Time: 2419.71 ms [2020-12-20 22:42:37 main:574] : INFO : Epoch 846 | loss: 0.0311159 | val_loss: 0.0311522 | Time: 2462.14 ms [2020-12-20 22:42:40 main:574] : INFO : Epoch 847 | loss: 0.031118 | val_loss: 0.0311508 | Time: 2437.76 ms [2020-12-20 22:42:42 main:574] : INFO : Epoch 848 | loss: 0.031117 | val_loss: 0.0311474 | Time: 2428.43 ms [2020-12-20 22:42:44 main:574] : INFO : Epoch 849 | loss: 0.0311183 | val_loss: 0.031144 | Time: 2422.36 ms [2020-12-20 22:42:47 main:574] : INFO : Epoch 850 | loss: 0.031117 | val_loss: 0.031147 | Time: 2427.85 ms [2020-12-20 22:42:49 main:574] : INFO : Epoch 851 | loss: 0.0311145 | val_loss: 0.0311478 | Time: 2462.29 ms [2020-12-20 22:42:52 main:574] : INFO : Epoch 852 | loss: 0.0311155 | val_loss: 0.0311518 | Time: 2419.67 ms [2020-12-20 22:42:54 main:574] : INFO : Epoch 853 | loss: 0.0311172 | val_loss: 0.0311477 | Time: 2421.84 ms [2020-12-20 22:42:57 main:574] : INFO : Epoch 854 | loss: 0.0311165 | val_loss: 0.0311485 | Time: 2446.27 ms [2020-12-20 22:42:59 main:574] : INFO : Epoch 855 | loss: 0.0311177 | val_loss: 0.0311461 | Time: 2427.54 ms [2020-12-20 22:43:02 main:574] : INFO : Epoch 856 | loss: 0.0311199 | val_loss: 0.0311426 | Time: 2796.72 ms [2020-12-20 22:43:04 main:574] : INFO : Epoch 857 | loss: 0.0311271 | val_loss: 0.0311446 | Time: 2423.2 ms [2020-12-20 22:43:07 main:574] : INFO : Epoch 858 | loss: 0.0311338 | val_loss: 0.0311635 | Time: 2425.05 ms [2020-12-20 22:43:09 main:574] : INFO : Epoch 859 | loss: 0.0311521 | val_loss: 0.0311666 | Time: 2425.87 ms [2020-12-20 22:43:12 main:574] : INFO : Epoch 860 | loss: 0.0311529 | val_loss: 0.0311633 | Time: 2431.33 ms [2020-12-20 22:43:14 main:574] : INFO : Epoch 861 | loss: 0.031147 | val_loss: 0.0311596 | Time: 2427.88 ms [2020-12-20 22:43:17 main:574] : INFO : Epoch 862 | loss: 0.031141 | val_loss: 0.0311569 | Time: 2428.25 ms [2020-12-20 22:43:19 main:574] : INFO : Epoch 863 | loss: 0.0311363 | val_loss: 0.0311592 | Time: 2462.52 ms [2020-12-20 22:43:21 main:574] : INFO : Epoch 864 | loss: 0.0311355 | val_loss: 0.0311553 | Time: 2424.61 ms [2020-12-20 22:43:24 main:574] : INFO : Epoch 865 | loss: 0.031134 | val_loss: 0.0311513 | Time: 2431.18 ms [2020-12-20 22:43:26 main:574] : INFO : Epoch 866 | loss: 0.0311312 | val_loss: 0.0311506 | Time: 2415.32 ms [2020-12-20 22:43:29 main:574] : INFO : Epoch 867 | loss: 0.0311302 | val_loss: 0.0311528 | Time: 2424.32 ms [2020-12-20 22:43:31 main:574] : INFO : Epoch 868 | loss: 0.0311284 | val_loss: 0.0311498 | Time: 2422.38 ms [2020-12-20 22:43:34 main:574] : INFO : Epoch 869 | loss: 0.0311277 | val_loss: 0.0311557 | Time: 2422.33 ms [2020-12-20 22:43:36 main:574] : INFO : Epoch 870 | loss: 0.0311266 | val_loss: 0.0311484 | Time: 2436.1 ms [2020-12-20 22:43:38 main:574] : INFO : Epoch 871 | loss: 0.0311328 | val_loss: 0.0311502 | Time: 2439.33 ms [2020-12-20 22:43:41 main:574] : INFO : Epoch 872 | loss: 0.0311338 | val_loss: 0.031149 | Time: 2417.39 ms [2020-12-20 22:43:43 main:574] : INFO : Epoch 873 | loss: 0.0311308 | val_loss: 0.0311487 | Time: 2420.14 ms [2020-12-20 22:43:46 main:574] : INFO : Epoch 874 | loss: 0.0311317 | val_loss: 0.031147 | Time: 2418.74 ms [2020-12-20 22:43:48 main:574] : INFO : Epoch 875 | loss: 0.0311292 | val_loss: 0.0311465 | Time: 2482.3 ms [2020-12-20 22:43:51 main:574] : INFO : Epoch 876 | loss: 0.031129 | val_loss: 0.0311492 | Time: 2420.67 ms [2020-12-20 22:43:53 main:574] : INFO : Epoch 877 | loss: 0.0311316 | val_loss: 0.0311516 | Time: 2426.82 ms [2020-12-20 22:43:56 main:574] : INFO : Epoch 878 | loss: 0.0311296 | val_loss: 0.0311487 | Time: 2504.47 ms [2020-12-20 22:43:58 main:574] : INFO : Epoch 879 | loss: 0.0311313 | val_loss: 0.0311494 | Time: 2548.44 ms [2020-12-20 22:44:01 main:574] : INFO : Epoch 880 | loss: 0.0311329 | val_loss: 0.0311469 | Time: 2468.08 ms [2020-12-20 22:44:03 main:574] : INFO : Epoch 881 | loss: 0.0311376 | val_loss: 0.0311511 | Time: 2415.11 ms [2020-12-20 22:44:05 main:574] : INFO : Epoch 882 | loss: 0.0311381 | val_loss: 0.0311465 | Time: 2425.03 ms [2020-12-20 22:44:08 main:574] : INFO : Epoch 883 | loss: 0.031133 | val_loss: 0.0311482 | Time: 2428.38 ms [2020-12-20 22:44:10 main:574] : INFO : Epoch 884 | loss: 0.0311317 | val_loss: 0.0311482 | Time: 2435.03 ms [2020-12-20 22:44:13 main:574] : INFO : Epoch 885 | loss: 0.0311311 | val_loss: 0.0311478 | Time: 2416.28 ms [2020-12-20 22:44:15 main:574] : INFO : Epoch 886 | loss: 0.0311332 | val_loss: 0.0311465 | Time: 2421.39 ms [2020-12-20 22:44:18 main:574] : INFO : Epoch 887 | loss: 0.0311342 | val_loss: 0.0311533 | Time: 2425.35 ms [2020-12-20 22:44:20 main:574] : INFO : Epoch 888 | loss: 0.0311336 | val_loss: 0.0311503 | Time: 2435.71 ms [2020-12-20 22:44:22 main:574] : INFO : Epoch 889 | loss: 0.0311321 | val_loss: 0.0311492 | Time: 2429.79 ms [2020-12-20 22:44:25 main:574] : INFO : Epoch 890 | loss: 0.0311306 | val_loss: 0.0311508 | Time: 2422.55 ms [2020-12-20 22:44:27 main:574] : INFO : Epoch 891 | loss: 0.0311269 | val_loss: 0.031151 | Time: 2419.95 ms [2020-12-20 22:44:30 main:574] : INFO : Epoch 892 | loss: 0.0311254 | val_loss: 0.0311525 | Time: 2429.15 ms [2020-12-20 22:44:32 main:574] : INFO : Epoch 893 | loss: 0.0311261 | val_loss: 0.0311486 | Time: 2436.81 ms [2020-12-20 22:44:35 main:574] : INFO : Epoch 894 | loss: 0.031125 | val_loss: 0.0311532 | Time: 2427.93 ms [2020-12-20 22:44:37 main:574] : INFO : Epoch 895 | loss: 0.0311244 | val_loss: 0.0311505 | Time: 2414.92 ms [2020-12-20 22:44:40 main:574] : INFO : Epoch 896 | loss: 0.0311226 | val_loss: 0.0311491 | Time: 2449.15 ms [2020-12-20 22:44:42 main:574] : INFO : Epoch 897 | loss: 0.031125 | val_loss: 0.0311499 | Time: 2431.13 ms [2020-12-20 22:44:44 main:574] : INFO : Epoch 898 | loss: 0.0311238 | val_loss: 0.0311493 | Time: 2423.17 ms [2020-12-20 22:44:47 main:574] : INFO : Epoch 899 | loss: 0.0311235 | val_loss: 0.0311499 | Time: 2419.96 ms [2020-12-20 22:44:49 main:574] : INFO : Epoch 900 | loss: 0.031124 | val_loss: 0.0311463 | Time: 2427.37 ms [2020-12-20 22:44:52 main:574] : INFO : Epoch 901 | loss: 0.031123 | val_loss: 0.0311475 | Time: 2445.19 ms [2020-12-20 22:44:54 main:574] : INFO : Epoch 902 | loss: 0.0311243 | val_loss: 0.0311484 | Time: 2423.89 ms [2020-12-20 22:44:57 main:574] : INFO : Epoch 903 | loss: 0.0311244 | val_loss: 0.031147 | Time: 2560.11 ms [2020-12-20 22:44:59 main:574] : INFO : Epoch 904 | loss: 0.0311224 | val_loss: 0.031147 | Time: 2465.34 ms [2020-12-20 22:45:02 main:574] : INFO : Epoch 905 | loss: 0.0311239 | val_loss: 0.0311503 | Time: 2422.44 ms [2020-12-20 22:45:04 main:574] : INFO : Epoch 906 | loss: 0.0311223 | val_loss: 0.0311477 | Time: 2623.5 ms [2020-12-20 22:45:07 main:574] : INFO : Epoch 907 | loss: 0.0311266 | val_loss: 0.03115 | Time: 2589.69 ms [2020-12-20 22:45:09 main:574] : INFO : Epoch 908 | loss: 0.031128 | val_loss: 0.0311473 | Time: 2581.2 ms [2020-12-20 22:45:12 main:574] : INFO : Epoch 909 | loss: 0.0311255 | val_loss: 0.0311497 | Time: 2536.43 ms [2020-12-20 22:45:14 main:574] : INFO : Epoch 910 | loss: 0.0311285 | val_loss: 0.0311477 | Time: 2553.02 ms [2020-12-20 22:45:18 main:574] : INFO : Epoch 911 | loss: 0.031128 | val_loss: 0.0311484 | Time: 3152.53 ms [2020-12-20 22:45:20 main:574] : INFO : Epoch 912 | loss: 0.0311285 | val_loss: 0.0311474 | Time: 2526.5 ms [2020-12-20 22:45:23 main:574] : INFO : Epoch 913 | loss: 0.0311264 | val_loss: 0.0311484 | Time: 2444.12 ms [2020-12-20 22:45:26 main:574] : INFO : Epoch 914 | loss: 0.0311268 | val_loss: 0.0311447 | Time: 3106.29 ms [2020-12-20 22:45:28 main:574] : INFO : Epoch 915 | loss: 0.0311326 | val_loss: 0.0311496 | Time: 2442.73 ms [2020-12-20 22:45:31 main:574] : INFO : Epoch 916 | loss: 0.0311292 | val_loss: 0.0311429 | Time: 2423.58 ms [2020-12-20 22:45:33 main:574] : INFO : Epoch 917 | loss: 0.0311246 | val_loss: 0.0311418 | Time: 2507.38 ms [2020-12-20 22:45:36 main:574] : INFO : Epoch 918 | loss: 0.0311226 | val_loss: 0.0311465 | Time: 2419.04 ms [2020-12-20 22:45:38 main:574] : INFO : Epoch 919 | loss: 0.031122 | val_loss: 0.031143 | Time: 2437.24 ms [2020-12-20 22:45:41 main:574] : INFO : Epoch 920 | loss: 0.0311212 | val_loss: 0.0311432 | Time: 3187.07 ms [2020-12-20 22:45:44 main:574] : INFO : Epoch 921 | loss: 0.0311212 | val_loss: 0.0311427 | Time: 3216.87 ms [2020-12-20 22:45:47 main:574] : INFO : Epoch 922 | loss: 0.0311211 | val_loss: 0.0311423 | Time: 2726.3 ms [2020-12-20 22:45:50 main:574] : INFO : Epoch 923 | loss: 0.031119 | val_loss: 0.03114 | Time: 2996.01 ms [2020-12-20 22:45:53 main:574] : INFO : Epoch 924 | loss: 0.0311199 | val_loss: 0.0311453 | Time: 2966.6 ms [2020-12-20 22:45:56 main:574] : INFO : Epoch 925 | loss: 0.03112 | val_loss: 0.0311438 | Time: 2867.7 ms [2020-12-20 22:45:58 main:574] : INFO : Epoch 926 | loss: 0.0311272 | val_loss: 0.0311451 | Time: 2440.74 ms [2020-12-20 22:46:01 main:574] : INFO : Epoch 927 | loss: 0.0311272 | val_loss: 0.0311437 | Time: 2424.17 ms [2020-12-20 22:46:04 main:574] : INFO : Epoch 928 | loss: 0.0311254 | val_loss: 0.0311433 | Time: 2761.89 ms [2020-12-20 22:46:06 main:574] : INFO : Epoch 929 | loss: 0.0311249 | val_loss: 0.0311425 | Time: 2445.28 ms [2020-12-20 22:46:09 main:574] : INFO : Epoch 930 | loss: 0.0311236 | val_loss: 0.0311486 | Time: 2467.09 ms [2020-12-20 22:46:11 main:574] : INFO : Epoch 931 | loss: 0.0311226 | val_loss: 0.0311449 | Time: 2561.58 ms [2020-12-20 22:46:15 main:574] : INFO : Epoch 932 | loss: 0.0311238 | val_loss: 0.0311409 | Time: 3445.6 ms [2020-12-20 22:46:18 main:574] : INFO : Epoch 933 | loss: 0.0311224 | val_loss: 0.0311448 | Time: 3328.48 ms [2020-12-20 22:46:23 main:574] : INFO : Epoch 934 | loss: 0.0311226 | val_loss: 0.0311418 | Time: 4661.37 ms [2020-12-20 22:46:29 main:574] : INFO : Epoch 935 | loss: 0.0311225 | val_loss: 0.0311421 | Time: 6786.1 ms [2020-12-20 22:46:32 main:574] : INFO : Epoch 936 | loss: 0.0311215 | val_loss: 0.0311461 | Time: 2862.71 ms [2020-12-20 22:46:35 main:574] : INFO : Epoch 937 | loss: 0.0311206 | val_loss: 0.0311469 | Time: 2921.45 ms [2020-12-20 22:46:38 main:574] : INFO : Epoch 938 | loss: 0.0311195 | val_loss: 0.031147 | Time: 2586.02 ms [2020-12-20 22:46:40 main:574] : INFO : Epoch 939 | loss: 0.0311193 | val_loss: 0.0311443 | Time: 2528.78 ms [2020-12-20 22:46:43 main:574] : INFO : Epoch 940 | loss: 0.0311185 | val_loss: 0.0311417 | Time: 2527.87 ms [2020-12-20 22:46:46 main:574] : INFO : Epoch 941 | loss: 0.0311198 | val_loss: 0.0311505 | Time: 2964.78 ms [2020-12-20 22:46:48 main:574] : INFO : Epoch 942 | loss: 0.0311216 | val_loss: 0.031145 | Time: 2609.76 ms [2020-12-20 22:46:51 main:574] : INFO : Epoch 943 | loss: 0.0311194 | val_loss: 0.0311454 | Time: 2560.53 ms [2020-12-20 22:46:54 main:574] : INFO : Epoch 944 | loss: 0.0311169 | val_loss: 0.0311452 | Time: 2502.46 ms [2020-12-20 22:46:56 main:574] : INFO : Epoch 945 | loss: 0.0311199 | val_loss: 0.0311501 | Time: 2492.16 ms [2020-12-20 22:46:59 main:574] : INFO : Epoch 946 | loss: 0.03112 | val_loss: 0.0311429 | Time: 3335.02 ms [2020-12-20 22:47:02 main:574] : INFO : Epoch 947 | loss: 0.0311189 | val_loss: 0.0311428 | Time: 2821.61 ms [2020-12-20 22:47:05 main:574] : INFO : Epoch 948 | loss: 0.0311176 | val_loss: 0.0311488 | Time: 2504.67 ms [2020-12-20 22:47:07 main:574] : INFO : Epoch 949 | loss: 0.0311181 | val_loss: 0.0311455 | Time: 2592.77 ms [2020-12-20 22:47:11 main:574] : INFO : Epoch 950 | loss: 0.0311152 | val_loss: 0.0311465 | Time: 3456.03 ms [2020-12-20 22:47:13 main:574] : INFO : Epoch 951 | loss: 0.0311152 | val_loss: 0.0311472 | Time: 2626.45 ms [2020-12-20 22:47:16 main:574] : INFO : Epoch 952 | loss: 0.0311153 | val_loss: 0.031147 | Time: 2608.52 ms [2020-12-20 22:47:19 main:574] : INFO : Epoch 953 | loss: 0.0311156 | val_loss: 0.0311449 | Time: 2569.38 ms [2020-12-20 22:47:21 main:574] : INFO : Epoch 954 | loss: 0.0311185 | val_loss: 0.0311561 | Time: 2657.55 ms [2020-12-20 22:47:24 main:574] : INFO : Epoch 955 | loss: 0.0311263 | val_loss: 0.0311512 | Time: 3073.6 ms [2020-12-20 22:47:27 main:574] : INFO : Epoch 956 | loss: 0.0311222 | val_loss: 0.0311443 | Time: 3127 ms [2020-12-20 22:47:30 main:574] : INFO : Epoch 957 | loss: 0.0311202 | val_loss: 0.0311439 | Time: 2957.81 ms [2020-12-20 22:47:33 main:574] : INFO : Epoch 958 | loss: 0.0311182 | val_loss: 0.0311462 | Time: 2546.32 ms [2020-12-20 22:47:36 main:574] : INFO : Epoch 959 | loss: 0.0311184 | val_loss: 0.0311443 | Time: 3509.81 ms [2020-12-20 22:47:39 main:574] : INFO : Epoch 960 | loss: 0.0311175 | val_loss: 0.0311457 | Time: 2845.84 ms [2020-12-20 22:47:42 main:574] : INFO : Epoch 961 | loss: 0.0311159 | val_loss: 0.0311471 | Time: 2477.49 ms [2020-12-20 22:47:44 main:574] : INFO : Epoch 962 | loss: 0.0311164 | val_loss: 0.0311454 | Time: 2496.22 ms [2020-12-20 22:47:47 main:574] : INFO : Epoch 963 | loss: 0.0311145 | val_loss: 0.0311475 | Time: 3111.8 ms [2020-12-20 22:47:51 main:574] : INFO : Epoch 964 | loss: 0.0311139 | val_loss: 0.0311453 | Time: 3759.38 ms [2020-12-20 22:47:55 main:574] : INFO : Epoch 965 | loss: 0.0311139 | val_loss: 0.0311423 | Time: 3545.35 ms [2020-12-20 22:47:58 main:574] : INFO : Epoch 966 | loss: 0.0311141 | val_loss: 0.0311447 | Time: 2942.35 ms [2020-12-20 22:48:01 main:574] : INFO : Epoch 967 | loss: 0.0311165 | val_loss: 0.0311443 | Time: 2805.68 ms [2020-12-20 22:48:03 main:574] : INFO : Epoch 968 | loss: 0.0311165 | val_loss: 0.0311486 | Time: 2548.81 ms [2020-12-20 22:48:06 main:574] : INFO : Epoch 969 | loss: 0.0311168 | val_loss: 0.0311461 | Time: 2588.34 ms [2020-12-20 22:48:08 main:574] : INFO : Epoch 970 | loss: 0.0311166 | val_loss: 0.0311424 | Time: 2526.94 ms [2020-12-20 22:48:11 main:574] : INFO : Epoch 971 | loss: 0.031115 | val_loss: 0.0311446 | Time: 2510.11 ms [2020-12-20 22:48:13 main:574] : INFO : Epoch 972 | loss: 0.0311156 | val_loss: 0.0311418 | Time: 2598.4 ms [2020-12-20 22:48:16 main:574] : INFO : Epoch 973 | loss: 0.0311138 | val_loss: 0.0311442 | Time: 2526.9 ms [2020-12-20 22:48:18 main:574] : INFO : Epoch 974 | loss: 0.0311136 | val_loss: 0.0311411 | Time: 2532.47 ms [2020-12-20 22:48:21 main:574] : INFO : Epoch 975 | loss: 0.0311157 | val_loss: 0.0311434 | Time: 2535.23 ms [2020-12-20 22:48:24 main:574] : INFO : Epoch 976 | loss: 0.0311185 | val_loss: 0.0311407 | Time: 3299.52 ms [2020-12-20 22:48:28 main:574] : INFO : Epoch 977 | loss: 0.031122 | val_loss: 0.0311427 | Time: 3498.37 ms [2020-12-20 22:48:31 main:574] : INFO : Epoch 978 | loss: 0.0311202 | val_loss: 0.0311423 | Time: 3427.76 ms [2020-12-20 22:48:35 main:574] : INFO : Epoch 979 | loss: 0.031118 | val_loss: 0.0311436 | Time: 3583.38 ms [2020-12-20 22:48:38 main:574] : INFO : Epoch 980 | loss: 0.0311176 | val_loss: 0.0311408 | Time: 3681.32 ms [2020-12-20 22:48:42 main:574] : INFO : Epoch 981 | loss: 0.0311187 | val_loss: 0.0311448 | Time: 3489.85 ms [2020-12-20 22:48:45 main:574] : INFO : Epoch 982 | loss: 0.0311177 | val_loss: 0.0311471 | Time: 3514.63 ms [2020-12-20 22:48:49 main:574] : INFO : Epoch 983 | loss: 0.0311172 | val_loss: 0.0311442 | Time: 3430.01 ms [2020-12-20 22:48:52 main:574] : INFO : Epoch 984 | loss: 0.0311179 | val_loss: 0.0311444 | Time: 3072.46 ms [2020-12-20 22:48:56 main:574] : INFO : Epoch 985 | loss: 0.031119 | val_loss: 0.0311448 | Time: 3576.97 ms [2020-12-20 22:48:59 main:574] : INFO : Epoch 986 | loss: 0.0311191 | val_loss: 0.0311429 | Time: 3072.24 ms [2020-12-20 22:49:02 main:574] : INFO : Epoch 987 | loss: 0.0311177 | val_loss: 0.0311456 | Time: 3262.28 ms [2020-12-20 22:49:05 main:574] : INFO : Epoch 988 | loss: 0.0311198 | val_loss: 0.0311471 | Time: 3286.8 ms [2020-12-20 22:49:09 main:574] : INFO : Epoch 989 | loss: 0.0311191 | val_loss: 0.0311472 | Time: 3228.07 ms [2020-12-20 22:49:12 main:574] : INFO : Epoch 990 | loss: 0.0311157 | val_loss: 0.0311447 | Time: 3101.41 ms [2020-12-20 22:49:15 main:574] : INFO : Epoch 991 | loss: 0.031116 | val_loss: 0.0311496 | Time: 3089.16 ms [2020-12-20 22:49:18 main:574] : INFO : Epoch 992 | loss: 0.0311166 | val_loss: 0.0311456 | Time: 3199.26 ms [2020-12-20 22:49:21 main:574] : INFO : Epoch 993 | loss: 0.0311198 | val_loss: 0.0311449 | Time: 3176.34 ms [2020-12-20 22:49:24 main:574] : INFO : Epoch 994 | loss: 0.03112 | val_loss: 0.0311423 | Time: 3244.68 ms [2020-12-20 22:49:28 main:574] : INFO : Epoch 995 | loss: 0.0311171 | val_loss: 0.0311423 | Time: 3240.6 ms [2020-12-20 22:49:31 main:574] : INFO : Epoch 996 | loss: 0.031124 | val_loss: 0.0311551 | Time: 3264.71 ms [2020-12-20 22:49:34 main:574] : INFO : Epoch 997 | loss: 0.0311397 | val_loss: 0.0311542 | Time: 3031.91 ms [2020-12-20 22:49:38 main:574] : INFO : Epoch 998 | loss: 0.0311389 | val_loss: 0.031145 | Time: 3818.4 ms [2020-12-20 22:49:41 main:574] : INFO : Epoch 999 | loss: 0.0311375 | val_loss: 0.0311505 | Time: 3370.09 ms [2020-12-20 22:49:45 main:574] : INFO : Epoch 1000 | loss: 0.0311347 | val_loss: 0.0311444 | Time: 3448.53 ms [2020-12-20 22:49:48 main:574] : INFO : Epoch 1001 | loss: 0.0311286 | val_loss: 0.0311445 | Time: 3223.46 ms [2020-12-20 22:49:51 main:574] : INFO : Epoch 1002 | loss: 0.0311252 | val_loss: 0.0311437 | Time: 3315.29 ms [2020-12-20 22:49:54 main:574] : INFO : Epoch 1003 | loss: 0.0311232 | val_loss: 0.0311442 | Time: 3153.25 ms [2020-12-20 22:49:58 main:574] : INFO : Epoch 1004 | loss: 0.0311214 | val_loss: 0.0311462 | Time: 3311.28 ms [2020-12-20 22:50:01 main:574] : INFO : Epoch 1005 | loss: 0.0311205 | val_loss: 0.0311467 | Time: 3217.82 ms [2020-12-20 22:50:04 main:574] : INFO : Epoch 1006 | loss: 0.0311232 | val_loss: 0.0311442 | Time: 3202.74 ms [2020-12-20 22:50:07 main:574] : INFO : Epoch 1007 | loss: 0.0311243 | val_loss: 0.0311441 | Time: 3173.41 ms [2020-12-20 22:50:11 main:574] : INFO : Epoch 1008 | loss: 0.0311237 | val_loss: 0.0311422 | Time: 3340.67 ms [2020-12-20 22:50:14 main:574] : INFO : Epoch 1009 | loss: 0.0311234 | val_loss: 0.0311444 | Time: 3164.03 ms [2020-12-20 22:50:17 main:574] : INFO : Epoch 1010 | loss: 0.0311239 | val_loss: 0.0311428 | Time: 3189.42 ms [2020-12-20 22:50:20 main:574] : INFO : Epoch 1011 | loss: 0.0311217 | val_loss: 0.0311471 | Time: 3242.7 ms [2020-12-20 22:50:24 main:574] : INFO : Epoch 1012 | loss: 0.031122 | val_loss: 0.0311405 | Time: 3291.85 ms [2020-12-20 22:50:27 main:574] : INFO : Epoch 1013 | loss: 0.0311208 | val_loss: 0.0311471 | Time: 3328.72 ms [2020-12-20 22:50:30 main:574] : INFO : Epoch 1014 | loss: 0.0311213 | val_loss: 0.031147 | Time: 3275 ms [2020-12-20 22:50:33 main:574] : INFO : Epoch 1015 | loss: 0.0311201 | val_loss: 0.0311463 | Time: 3222.4 ms [2020-12-20 22:50:37 main:574] : INFO : Epoch 1016 | loss: 0.0311201 | val_loss: 0.0311437 | Time: 3112.66 ms [2020-12-20 22:50:40 main:574] : INFO : Epoch 1017 | loss: 0.0311247 | val_loss: 0.0311476 | Time: 3084.02 ms [2020-12-20 22:50:43 main:574] : INFO : Epoch 1018 | loss: 0.0311236 | val_loss: 0.031146 | Time: 3124.31 ms [2020-12-20 22:50:46 main:574] : INFO : Epoch 1019 | loss: 0.0311199 | val_loss: 0.0311443 | Time: 3309.6 ms [2020-12-20 22:50:49 main:574] : INFO : Epoch 1020 | loss: 0.0311178 | val_loss: 0.0311437 | Time: 3311.34 ms [2020-12-20 22:50:52 main:574] : INFO : Epoch 1021 | loss: 0.0311168 | val_loss: 0.0311442 | Time: 2924.72 ms [2020-12-20 22:50:56 main:574] : INFO : Epoch 1022 | loss: 0.0311163 | val_loss: 0.0311445 | Time: 3207.55 ms [2020-12-20 22:50:59 main:574] : INFO : Epoch 1023 | loss: 0.0311169 | val_loss: 0.0311474 | Time: 2972.24 ms [2020-12-20 22:51:02 main:574] : INFO : Epoch 1024 | loss: 0.0311274 | val_loss: 0.031161 | Time: 3574.89 ms [2020-12-20 22:51:02 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031161 [2020-12-20 22:51:02 main:603] : INFO : Saving end state to config to file [2020-12-20 22:51:02 main:608] : INFO : Success, exiting.. 22:51:02 (18852): 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)