Task 3359084
| Name | ParityMachine-1606531224-21354-3_1 |
| Workunit | 1506812 |
| Created | 19 Dec 2020, 10:41:04 UTC |
| Sent | 19 Dec 2020, 10:43:34 UTC |
| Report deadline | 26 Dec 2020, 10:43:34 UTC |
| Received | 20 Dec 2020, 13:19:28 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 1355 |
| Run time | 40 min 19 sec |
| CPU time | 39 min 59 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 9,221.86 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.33 GB |
| Peak swap size | 14.58 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.6</core_client_version>
<![CDATA[
<stderr_txt>
main:581] : INFO : Epoch 510 | loss: 0.0309261 | val_loss: 0.0312911 | Time: 2413.44 ms
[2020-12-20 13:33:26 main:581] : INFO : Epoch 511 | loss: 0.0309329 | val_loss: 0.0312616 | Time: 2281.25 ms
[2020-12-20 13:33:28 main:581] : INFO : Epoch 512 | loss: 0.030941 | val_loss: 0.0312293 | Time: 2344.7 ms
[2020-12-20 13:33:30 main:581] : INFO : Epoch 513 | loss: 0.0309703 | val_loss: 0.0312117 | Time: 2375.58 ms
[2020-12-20 13:33:33 main:581] : INFO : Epoch 514 | loss: 0.0309764 | val_loss: 0.0312628 | Time: 2477.43 ms
[2020-12-20 13:33:35 main:581] : INFO : Epoch 515 | loss: 0.030959 | val_loss: 0.0313113 | Time: 2450.77 ms
[2020-12-20 13:33:37 main:581] : INFO : Epoch 516 | loss: 0.0309315 | val_loss: 0.0312728 | Time: 2334.6 ms
[2020-12-20 13:33:40 main:581] : INFO : Epoch 517 | loss: 0.0309321 | val_loss: 0.0312461 | Time: 2210.4 ms
[2020-12-20 13:33:42 main:581] : INFO : Epoch 518 | loss: 0.0309354 | val_loss: 0.0312785 | Time: 2252.9 ms
[2020-12-20 13:33:44 main:581] : INFO : Epoch 519 | loss: 0.0309438 | val_loss: 0.0312897 | Time: 2054.69 ms
[2020-12-20 13:33:46 main:581] : INFO : Epoch 520 | loss: 0.0309492 | val_loss: 0.0313078 | Time: 2267.23 ms
[2020-12-20 13:33:49 main:581] : INFO : Epoch 521 | loss: 0.0309379 | val_loss: 0.0312644 | Time: 2351.39 ms
[2020-12-20 13:33:51 main:581] : INFO : Epoch 522 | loss: 0.0309403 | val_loss: 0.0312962 | Time: 2408.49 ms
[2020-12-20 13:33:54 main:581] : INFO : Epoch 523 | loss: 0.0309367 | val_loss: 0.0312712 | Time: 2506.51 ms
[2020-12-20 13:33:56 main:581] : INFO : Epoch 524 | loss: 0.0309273 | val_loss: 0.0313003 | Time: 2260.66 ms
[2020-12-20 13:33:58 main:581] : INFO : Epoch 525 | loss: 0.0309268 | val_loss: 0.0312761 | Time: 2387.25 ms
[2020-12-20 13:34:01 main:581] : INFO : Epoch 526 | loss: 0.0309341 | val_loss: 0.0312544 | Time: 2320.67 ms
[2020-12-20 13:34:03 main:581] : INFO : Epoch 527 | loss: 0.0309309 | val_loss: 0.0312753 | Time: 2390.91 ms
[2020-12-20 13:34:05 main:581] : INFO : Epoch 528 | loss: 0.0309298 | val_loss: 0.0312891 | Time: 2416.38 ms
[2020-12-20 13:34:08 main:581] : INFO : Epoch 529 | loss: 0.0309314 | val_loss: 0.031268 | Time: 2389.12 ms
[2020-12-20 13:34:10 main:581] : INFO : Epoch 530 | loss: 0.030921 | val_loss: 0.0312897 | Time: 2392.97 ms
[2020-12-20 13:34:13 main:581] : INFO : Epoch 531 | loss: 0.0309265 | val_loss: 0.0312549 | Time: 2427.89 ms
[2020-12-20 13:34:15 main:581] : INFO : Epoch 532 | loss: 0.0309328 | val_loss: 0.0312645 | Time: 2333.62 ms
[2020-12-20 13:34:17 main:581] : INFO : Epoch 533 | loss: 0.0309295 | val_loss: 0.0312547 | Time: 2297.13 ms
[2020-12-20 13:34:19 main:581] : INFO : Epoch 534 | loss: 0.0309448 | val_loss: 0.0312197 | Time: 2157.34 ms
[2020-12-20 13:34:22 main:581] : INFO : Epoch 535 | loss: 0.0309463 | val_loss: 0.031227 | Time: 2372.74 ms
[2020-12-20 13:34:24 main:581] : INFO : Epoch 536 | loss: 0.0309493 | val_loss: 0.0312293 | Time: 2436.56 ms
[2020-12-20 13:34:26 main:581] : INFO : Epoch 537 | loss: 0.0309302 | val_loss: 0.0312726 | Time: 2270.4 ms
[2020-12-20 13:34:29 main:581] : INFO : Epoch 538 | loss: 0.0309291 | val_loss: 0.0313018 | Time: 2384.91 ms
[2020-12-20 13:34:31 main:581] : INFO : Epoch 539 | loss: 0.0309355 | val_loss: 0.0312499 | Time: 2438.83 ms
[2020-12-20 13:34:34 main:581] : INFO : Epoch 540 | loss: 0.0309426 | val_loss: 0.0312584 | Time: 2407.4 ms
[2020-12-20 13:34:36 main:581] : INFO : Epoch 541 | loss: 0.0309378 | val_loss: 0.0312714 | Time: 2267.07 ms
[2020-12-20 13:34:38 main:581] : INFO : Epoch 542 | loss: 0.0309317 | val_loss: 0.0312639 | Time: 2407.78 ms
[2020-12-20 13:34:41 main:581] : INFO : Epoch 543 | loss: 0.0309222 | val_loss: 0.0312756 | Time: 2433.81 ms
[2020-12-20 13:34:43 main:581] : INFO : Epoch 544 | loss: 0.0309228 | val_loss: 0.0312811 | Time: 2461.7 ms
[2020-12-20 13:34:46 main:581] : INFO : Epoch 545 | loss: 0.0309247 | val_loss: 0.0312677 | Time: 2339.53 ms
[2020-12-20 13:34:48 main:581] : INFO : Epoch 546 | loss: 0.0309297 | val_loss: 0.0312455 | Time: 2440.39 ms
[2020-12-20 13:34:50 main:581] : INFO : Epoch 547 | loss: 0.0309431 | val_loss: 0.0312701 | Time: 2413.38 ms
[2020-12-20 13:34:53 main:581] : INFO : Epoch 548 | loss: 0.0309357 | val_loss: 0.0312761 | Time: 2372.77 ms
[2020-12-20 13:34:55 main:581] : INFO : Epoch 549 | loss: 0.0309331 | val_loss: 0.0312632 | Time: 2348.12 ms
[2020-12-20 13:34:58 main:581] : INFO : Epoch 550 | loss: 0.0309526 | val_loss: 0.0312531 | Time: 2394.01 ms
[2020-12-20 13:35:00 main:581] : INFO : Epoch 551 | loss: 0.0309414 | val_loss: 0.0312496 | Time: 2402.03 ms
[2020-12-20 13:35:02 main:581] : INFO : Epoch 552 | loss: 0.0309574 | val_loss: 0.0312466 | Time: 2322.84 ms
[2020-12-20 13:35:05 main:581] : INFO : Epoch 553 | loss: 0.030943 | val_loss: 0.0312598 | Time: 2345.55 ms
[2020-12-20 13:35:07 main:581] : INFO : Epoch 554 | loss: 0.0309319 | val_loss: 0.0312731 | Time: 2273.72 ms
[2020-12-20 13:35:09 main:581] : INFO : Epoch 555 | loss: 0.0309292 | val_loss: 0.031272 | Time: 2421.17 ms
[2020-12-20 13:35:12 main:581] : INFO : Epoch 556 | loss: 0.0309391 | val_loss: 0.0312325 | Time: 2399.29 ms
[2020-12-20 13:35:14 main:581] : INFO : Epoch 557 | loss: 0.0309434 | val_loss: 0.0312602 | Time: 2391.68 ms
[2020-12-20 13:35:16 main:581] : INFO : Epoch 558 | loss: 0.0309309 | val_loss: 0.0312667 | Time: 2242.57 ms
[2020-12-20 13:35:19 main:581] : INFO : Epoch 559 | loss: 0.0309313 | val_loss: 0.0312906 | Time: 2361.32 ms
[2020-12-20 13:35:21 main:581] : INFO : Epoch 560 | loss: 0.0309366 | val_loss: 0.0312723 | Time: 2399.22 ms
[2020-12-20 13:35:23 main:581] : INFO : Epoch 561 | loss: 0.0309342 | val_loss: 0.0312728 | Time: 2395.83 ms
[2020-12-20 13:35:26 main:581] : INFO : Epoch 562 | loss: 0.0309311 | val_loss: 0.0312791 | Time: 2200.72 ms
[2020-12-20 13:35:28 main:581] : INFO : Epoch 563 | loss: 0.0309674 | val_loss: 0.0312588 | Time: 2339.15 ms
[2020-12-20 13:35:30 main:581] : INFO : Epoch 564 | loss: 0.0309582 | val_loss: 0.031255 | Time: 2302.8 ms
[2020-12-20 13:35:33 main:581] : INFO : Epoch 565 | loss: 0.0309739 | val_loss: 0.0312579 | Time: 2327.88 ms
[2020-12-20 13:35:35 main:581] : INFO : Epoch 566 | loss: 0.0309619 | val_loss: 0.0312576 | Time: 2329.36 ms
[2020-12-20 13:35:37 main:581] : INFO : Epoch 567 | loss: 0.0309338 | val_loss: 0.0312747 | Time: 2502.96 ms
[2020-12-20 13:35:40 main:581] : INFO : Epoch 568 | loss: 0.0309338 | val_loss: 0.0312564 | Time: 2436.43 ms
[2020-12-20 13:35:42 main:581] : INFO : Epoch 569 | loss: 0.0309389 | val_loss: 0.0312533 | Time: 2387.8 ms
[2020-12-20 13:35:45 main:581] : INFO : Epoch 570 | loss: 0.0309325 | val_loss: 0.0312641 | Time: 2357.14 ms
[2020-12-20 13:35:47 main:581] : INFO : Epoch 571 | loss: 0.0309356 | val_loss: 0.0312427 | Time: 2374.34 ms
[2020-12-20 13:35:49 main:581] : INFO : Epoch 572 | loss: 0.0309299 | val_loss: 0.0312844 | Time: 2097.16 ms
[2020-12-20 13:35:52 main:581] : INFO : Epoch 573 | loss: 0.0309267 | val_loss: 0.0312585 | Time: 2406.3 ms
[2020-12-20 13:35:54 main:581] : INFO : Epoch 574 | loss: 0.030936 | val_loss: 0.0312618 | Time: 2379.12 ms
[2020-12-20 13:35:56 main:581] : INFO : Epoch 575 | loss: 0.0309359 | val_loss: 0.0312761 | Time: 2345.67 ms
[2020-12-20 13:35:59 main:581] : INFO : Epoch 576 | loss: 0.0309286 | val_loss: 0.031289 | Time: 2258.6 ms
[2020-12-20 13:36:01 main:581] : INFO : Epoch 577 | loss: 0.0309256 | val_loss: 0.0312632 | Time: 2324.64 ms
[2020-12-20 13:36:03 main:581] : INFO : Epoch 578 | loss: 0.0309392 | val_loss: 0.0312551 | Time: 2479 ms
[2020-12-20 13:36:06 main:581] : INFO : Epoch 579 | loss: 0.030929 | val_loss: 0.0312851 | Time: 2304.37 ms
[2020-12-20 13:36:08 main:581] : INFO : Epoch 580 | loss: 0.0309295 | val_loss: 0.0312979 | Time: 2340.59 ms
[2020-12-20 13:36:10 main:581] : INFO : Epoch 581 | loss: 0.0309263 | val_loss: 0.0312578 | Time: 2347.21 ms
[2020-12-20 13:36:13 main:581] : INFO : Epoch 582 | loss: 0.0309357 | val_loss: 0.0312702 | Time: 2366.45 ms
[2020-12-20 13:36:15 main:581] : INFO : Epoch 583 | loss: 0.0309513 | val_loss: 0.0312554 | Time: 2290.33 ms
[2020-12-20 13:36:17 main:581] : INFO : Epoch 584 | loss: 0.030949 | val_loss: 0.0313022 | Time: 2446.2 ms
[2020-12-20 13:36:20 main:581] : INFO : Epoch 585 | loss: 0.0309415 | val_loss: 0.0312453 | Time: 2419.25 ms
[2020-12-20 13:36:22 main:581] : INFO : Epoch 586 | loss: 0.0309254 | val_loss: 0.0312727 | Time: 2282.94 ms
[2020-12-20 13:36:24 main:581] : INFO : Epoch 587 | loss: 0.0309182 | val_loss: 0.031285 | Time: 2231.91 ms
[2020-12-20 13:36:27 main:581] : INFO : Epoch 588 | loss: 0.0309216 | val_loss: 0.0312748 | Time: 2329.74 ms
[2020-12-20 13:36:29 main:581] : INFO : Epoch 589 | loss: 0.0309226 | val_loss: 0.0313092 | Time: 2315.87 ms
[2020-12-20 13:36:31 main:581] : INFO : Epoch 590 | loss: 0.0309292 | val_loss: 0.0312864 | Time: 2141.96 ms
[2020-12-20 13:36:34 main:581] : INFO : Epoch 591 | loss: 0.0309416 | val_loss: 0.031255 | Time: 2395.48 ms
[2020-12-20 13:36:36 main:581] : INFO : Epoch 592 | loss: 0.030944 | val_loss: 0.0312714 | Time: 1988.73 ms
[2020-12-20 13:36:38 main:581] : INFO : Epoch 593 | loss: 0.030928 | val_loss: 0.0312768 | Time: 2458.54 ms
[2020-12-20 13:36:40 main:581] : INFO : Epoch 594 | loss: 0.0309218 | val_loss: 0.0312761 | Time: 2338.74 ms
[2020-12-20 13:36:43 main:581] : INFO : Epoch 595 | loss: 0.0309325 | val_loss: 0.0312767 | Time: 2268.96 ms
[2020-12-20 13:36:45 main:581] : INFO : Epoch 596 | loss: 0.0309233 | val_loss: 0.0312767 | Time: 2391.1 ms
[2020-12-20 13:36:47 main:581] : INFO : Epoch 597 | loss: 0.0309217 | val_loss: 0.0312566 | Time: 2347.88 ms
[2020-12-20 13:36:50 main:581] : INFO : Epoch 598 | loss: 0.0309348 | val_loss: 0.0312741 | Time: 2359.54 ms
[2020-12-20 13:36:52 main:581] : INFO : Epoch 599 | loss: 0.0309507 | val_loss: 0.0313107 | Time: 2380.3 ms
[2020-12-20 13:36:54 main:581] : INFO : Epoch 600 | loss: 0.030933 | val_loss: 0.0312609 | Time: 2333.52 ms
[2020-12-20 13:36:57 main:581] : INFO : Epoch 601 | loss: 0.0309385 | val_loss: 0.0312388 | Time: 2313.38 ms
[2020-12-20 13:36:59 main:581] : INFO : Epoch 602 | loss: 0.0309352 | val_loss: 0.0312838 | Time: 2388.81 ms
[2020-12-20 13:37:02 main:581] : INFO : Epoch 603 | loss: 0.0309361 | val_loss: 0.0312672 | Time: 2441.3 ms
[2020-12-20 13:37:04 main:581] : INFO : Epoch 604 | loss: 0.0309466 | val_loss: 0.0312762 | Time: 2385.67 ms
[2020-12-20 13:37:06 main:581] : INFO : Epoch 605 | loss: 0.0309335 | val_loss: 0.0312798 | Time: 2142.62 ms
[2020-12-20 13:37:09 main:581] : INFO : Epoch 606 | loss: 0.0309274 | val_loss: 0.0312594 | Time: 2439.78 ms
[2020-12-20 13:37:11 main:581] : INFO : Epoch 607 | loss: 0.0309286 | val_loss: 0.0312735 | Time: 2411.65 ms
[2020-12-20 13:37:13 main:581] : INFO : Epoch 608 | loss: 0.0309205 | val_loss: 0.0312875 | Time: 2361.13 ms
[2020-12-20 13:37:16 main:581] : INFO : Epoch 609 | loss: 0.0309241 | val_loss: 0.0312349 | Time: 2391.16 ms
[2020-12-20 13:37:18 main:581] : INFO : Epoch 610 | loss: 0.0309361 | val_loss: 0.0313147 | Time: 2370.73 ms
[2020-12-20 13:37:20 main:581] : INFO : Epoch 611 | loss: 0.0309486 | val_loss: 0.031286 | Time: 2397.13 ms
[2020-12-20 13:37:23 main:581] : INFO : Epoch 612 | loss: 0.0309466 | val_loss: 0.0312657 | Time: 2423.83 ms
[2020-12-20 13:37:25 main:581] : INFO : Epoch 613 | loss: 0.0309253 | val_loss: 0.0312724 | Time: 2398.01 ms
[2020-12-20 13:37:27 main:581] : INFO : Epoch 614 | loss: 0.0309282 | val_loss: 0.031266 | Time: 2033.05 ms
[2020-12-20 13:37:30 main:581] : INFO : Epoch 615 | loss: 0.0309504 | val_loss: 0.0312662 | Time: 2308.92 ms
[2020-12-20 13:37:32 main:581] : INFO : Epoch 616 | loss: 0.0309531 | val_loss: 0.0312518 | Time: 2385.75 ms
[2020-12-20 13:37:34 main:581] : INFO : Epoch 617 | loss: 0.0309337 | val_loss: 0.0312712 | Time: 2444.42 ms
[2020-12-20 13:37:37 main:581] : INFO : Epoch 618 | loss: 0.0309326 | val_loss: 0.0312792 | Time: 2283.83 ms
[2020-12-20 13:37:39 main:581] : INFO : Epoch 619 | loss: 0.0309493 | val_loss: 0.0312904 | Time: 2380.21 ms
[2020-12-20 13:37:41 main:581] : INFO : Epoch 620 | loss: 0.030944 | val_loss: 0.0312982 | Time: 2381.54 ms
[2020-12-20 13:37:44 main:581] : INFO : Epoch 621 | loss: 0.0309399 | val_loss: 0.0312731 | Time: 2327.24 ms
[2020-12-20 13:37:46 main:581] : INFO : Epoch 622 | loss: 0.030935 | val_loss: 0.0312736 | Time: 2392.26 ms
[2020-12-20 13:37:49 main:581] : INFO : Epoch 623 | loss: 0.0309509 | val_loss: 0.0312399 | Time: 2379.91 ms
[2020-12-20 13:37:51 main:581] : INFO : Epoch 624 | loss: 0.0309418 | val_loss: 0.03125 | Time: 2348.53 ms
[2020-12-20 13:37:53 main:581] : INFO : Epoch 625 | loss: 0.0309517 | val_loss: 0.0311987 | Time: 2273.93 ms
[2020-12-20 13:37:56 main:581] : INFO : Epoch 626 | loss: 0.0309416 | val_loss: 0.0312681 | Time: 2338.22 ms
[2020-12-20 13:37:58 main:581] : INFO : Epoch 627 | loss: 0.0309281 | val_loss: 0.0312803 | Time: 2424.77 ms
[2020-12-20 13:38:00 main:581] : INFO : Epoch 628 | loss: 0.0309343 | val_loss: 0.0312697 | Time: 2358.74 ms
[2020-12-20 13:38:03 main:581] : INFO : Epoch 629 | loss: 0.0309299 | val_loss: 0.031268 | Time: 2511.25 ms
[2020-12-20 13:38:05 main:581] : INFO : Epoch 630 | loss: 0.0309331 | val_loss: 0.0312513 | Time: 2403.11 ms
[2020-12-20 13:38:07 main:581] : INFO : Epoch 631 | loss: 0.030937 | val_loss: 0.0312653 | Time: 2219.96 ms
[2020-12-20 13:38:10 main:581] : INFO : Epoch 632 | loss: 0.0309328 | val_loss: 0.0312943 | Time: 2351.8 ms
[2020-12-20 13:38:12 main:581] : INFO : Epoch 633 | loss: 0.0309213 | val_loss: 0.0312896 | Time: 2428.96 ms
[2020-12-20 13:38:15 main:581] : INFO : Epoch 634 | loss: 0.0309225 | val_loss: 0.0312762 | Time: 2394.45 ms
[2020-12-20 13:38:17 main:581] : INFO : Epoch 635 | loss: 0.0309375 | val_loss: 0.0312809 | Time: 2472.71 ms
[2020-12-20 13:38:19 main:581] : INFO : Epoch 636 | loss: 0.0309393 | val_loss: 0.0312776 | Time: 2215 ms
[2020-12-20 13:38:22 main:581] : INFO : Epoch 637 | loss: 0.0309481 | val_loss: 0.0312812 | Time: 2219.15 ms
[2020-12-20 13:38:24 main:581] : INFO : Epoch 638 | loss: 0.0309509 | val_loss: 0.0312608 | Time: 2343.19 ms
[2020-12-20 13:38:26 main:581] : INFO : Epoch 639 | loss: 0.0309389 | val_loss: 0.0312605 | Time: 2413.92 ms
[2020-12-20 13:38:29 main:581] : INFO : Epoch 640 | loss: 0.0309339 | val_loss: 0.031294 | Time: 2388.44 ms
[2020-12-20 13:38:31 main:581] : INFO : Epoch 641 | loss: 0.0309601 | val_loss: 0.0312404 | Time: 2286.17 ms
[2020-12-20 13:38:33 main:581] : INFO : Epoch 642 | loss: 0.0309573 | val_loss: 0.0312561 | Time: 2342.72 ms
[2020-12-20 13:38:36 main:581] : INFO : Epoch 643 | loss: 0.0309387 | val_loss: 0.0312745 | Time: 2420.98 ms
[2020-12-20 13:38:38 main:581] : INFO : Epoch 644 | loss: 0.0309397 | val_loss: 0.0312654 | Time: 2394.09 ms
[2020-12-20 13:38:41 main:581] : INFO : Epoch 645 | loss: 0.030932 | val_loss: 0.0312596 | Time: 2402.96 ms
[2020-12-20 13:38:43 main:581] : INFO : Epoch 646 | loss: 0.030931 | val_loss: 0.0312975 | Time: 2373.32 ms
[2020-12-20 13:38:45 main:581] : INFO : Epoch 647 | loss: 0.0309297 | val_loss: 0.0312773 | Time: 2365.54 ms
[2020-12-20 13:38:48 main:581] : INFO : Epoch 648 | loss: 0.0309284 | val_loss: 0.0312955 | Time: 2386 ms
[2020-12-20 13:38:50 main:581] : INFO : Epoch 649 | loss: 0.0309284 | val_loss: 0.0313054 | Time: 2412.45 ms
[2020-12-20 13:38:52 main:581] : INFO : Epoch 650 | loss: 0.0309431 | val_loss: 0.0312802 | Time: 2215.91 ms
[2020-12-20 13:38:55 main:581] : INFO : Epoch 651 | loss: 0.0309404 | val_loss: 0.0312566 | Time: 2422.98 ms
[2020-12-20 13:38:57 main:581] : INFO : Epoch 652 | loss: 0.0309426 | val_loss: 0.0312565 | Time: 2345.49 ms
[2020-12-20 13:38:59 main:581] : INFO : Epoch 653 | loss: 0.0309286 | val_loss: 0.0312898 | Time: 2327.65 ms
[2020-12-20 13:39:02 main:581] : INFO : Epoch 654 | loss: 0.0309283 | val_loss: 0.0313004 | Time: 2299.17 ms
[2020-12-20 13:39:04 main:581] : INFO : Epoch 655 | loss: 0.0309439 | val_loss: 0.0313007 | Time: 2439.91 ms
[2020-12-20 13:39:07 main:581] : INFO : Epoch 656 | loss: 0.0309374 | val_loss: 0.0313158 | Time: 2354.09 ms
[2020-12-20 13:39:09 main:581] : INFO : Epoch 657 | loss: 0.0309425 | val_loss: 0.0312487 | Time: 2476.38 ms
[2020-12-20 13:39:11 main:581] : INFO : Epoch 658 | loss: 0.0309417 | val_loss: 0.0312947 | Time: 2469.96 ms
[2020-12-20 13:39:14 main:581] : INFO : Epoch 659 | loss: 0.0309409 | val_loss: 0.0312849 | Time: 2389.98 ms
[2020-12-20 13:39:16 main:581] : INFO : Epoch 660 | loss: 0.0309404 | val_loss: 0.0312957 | Time: 2350.14 ms
[2020-12-20 13:39:19 main:581] : INFO : Epoch 661 | loss: 0.0309308 | val_loss: 0.0312805 | Time: 2354.25 ms
[2020-12-20 13:39:21 main:581] : INFO : Epoch 662 | loss: 0.0309292 | val_loss: 0.0312964 | Time: 2340.9 ms
[2020-12-20 13:39:23 main:581] : INFO : Epoch 663 | loss: 0.0309311 | val_loss: 0.0312618 | Time: 2470.76 ms
[2020-12-20 13:39:26 main:581] : INFO : Epoch 664 | loss: 0.0309295 | val_loss: 0.0312804 | Time: 2245.25 ms
[2020-12-20 13:39:28 main:581] : INFO : Epoch 665 | loss: 0.0309367 | val_loss: 0.0312738 | Time: 2424.34 ms
[2020-12-20 13:39:30 main:581] : INFO : Epoch 666 | loss: 0.0309274 | val_loss: 0.0312791 | Time: 2300.18 ms
[2020-12-20 13:39:33 main:581] : INFO : Epoch 667 | loss: 0.0309277 | val_loss: 0.0313097 | Time: 2241.92 ms
[2020-12-20 13:39:35 main:581] : INFO : Epoch 668 | loss: 0.0309308 | val_loss: 0.0312889 | Time: 2309.12 ms
[2020-12-20 13:39:37 main:581] : INFO : Epoch 669 | loss: 0.0309407 | val_loss: 0.0312831 | Time: 2386.01 ms
[2020-12-20 13:39:40 main:581] : INFO : Epoch 670 | loss: 0.0309326 | val_loss: 0.0312878 | Time: 2482.08 ms
[2020-12-20 13:39:42 main:581] : INFO : Epoch 671 | loss: 0.0309368 | val_loss: 0.0312893 | Time: 2392.35 ms
[2020-12-20 13:39:44 main:581] : INFO : Epoch 672 | loss: 0.030938 | val_loss: 0.0312839 | Time: 2268.41 ms
[2020-12-20 13:39:47 main:581] : INFO : Epoch 673 | loss: 0.0309406 | val_loss: 0.0312665 | Time: 2398.87 ms
[2020-12-20 13:39:49 main:581] : INFO : Epoch 674 | loss: 0.0309289 | val_loss: 0.0312911 | Time: 2341.86 ms
[2020-12-20 13:39:51 main:581] : INFO : Epoch 675 | loss: 0.0309586 | val_loss: 0.0312996 | Time: 2325.57 ms
[2020-12-20 13:39:54 main:581] : INFO : Epoch 676 | loss: 0.0309417 | val_loss: 0.0312847 | Time: 2347.31 ms
[2020-12-20 13:39:56 main:581] : INFO : Epoch 677 | loss: 0.0309336 | val_loss: 0.0312424 | Time: 2382.77 ms
[2020-12-20 13:39:59 main:581] : INFO : Epoch 678 | loss: 0.0309271 | val_loss: 0.0312825 | Time: 2328.95 ms
[2020-12-20 13:40:01 main:581] : INFO : Epoch 679 | loss: 0.0309242 | val_loss: 0.0312806 | Time: 2380.72 ms
[2020-12-20 13:40:03 main:581] : INFO : Epoch 680 | loss: 0.030928 | val_loss: 0.0312765 | Time: 2393.22 ms
[2020-12-20 13:40:06 main:581] : INFO : Epoch 681 | loss: 0.0309405 | val_loss: 0.0312699 | Time: 2368.22 ms
[2020-12-20 13:40:08 main:581] : INFO : Epoch 682 | loss: 0.0309334 | val_loss: 0.0312903 | Time: 2471.08 ms
[2020-12-20 13:40:11 main:581] : INFO : Epoch 683 | loss: 0.0309351 | val_loss: 0.0312322 | Time: 2512.98 ms
[2020-12-20 13:40:13 main:581] : INFO : Epoch 684 | loss: 0.0309364 | val_loss: 0.0312586 | Time: 2321.63 ms
[2020-12-20 13:40:15 main:581] : INFO : Epoch 685 | loss: 0.0309371 | val_loss: 0.0312534 | Time: 2327.72 ms
[2020-12-20 13:40:18 main:581] : INFO : Epoch 686 | loss: 0.0309365 | val_loss: 0.0312904 | Time: 2428.03 ms
[2020-12-20 13:40:20 main:581] : INFO : Epoch 687 | loss: 0.0309346 | val_loss: 0.0312892 | Time: 2411.95 ms
[2020-12-20 13:40:23 main:581] : INFO : Epoch 688 | loss: 0.0309416 | val_loss: 0.0312536 | Time: 2451.48 ms
[2020-12-20 13:40:25 main:581] : INFO : Epoch 689 | loss: 0.0309461 | val_loss: 0.0312811 | Time: 2241.28 ms
[2020-12-20 13:40:27 main:581] : INFO : Epoch 690 | loss: 0.0309296 | val_loss: 0.0312656 | Time: 2268.69 ms
[2020-12-20 13:40:29 main:581] : INFO : Epoch 691 | loss: 0.0309284 | val_loss: 0.0312608 | Time: 2245.77 ms
[2020-12-20 13:40:32 main:581] : INFO : Epoch 692 | loss: 0.0309415 | val_loss: 0.031243 | Time: 2299.94 ms
[2020-12-20 13:40:34 main:581] : INFO : Epoch 693 | loss: 0.030937 | val_loss: 0.0312759 | Time: 2350.88 ms
[2020-12-20 13:40:36 main:581] : INFO : Epoch 694 | loss: 0.0309443 | val_loss: 0.0313083 | Time: 2311.01 ms
[2020-12-20 13:40:39 main:581] : INFO : Epoch 695 | loss: 0.0309378 | val_loss: 0.0312766 | Time: 2297.39 ms
[2020-12-20 13:40:41 main:581] : INFO : Epoch 696 | loss: 0.0309261 | val_loss: 0.0312942 | Time: 2298.75 ms
[2020-12-20 13:40:43 main:581] : INFO : Epoch 697 | loss: 0.030939 | val_loss: 0.031254 | Time: 2425.67 ms
[2020-12-20 13:40:46 main:581] : INFO : Epoch 698 | loss: 0.0309384 | val_loss: 0.0312883 | Time: 2354.58 ms
[2020-12-20 13:40:48 main:581] : INFO : Epoch 699 | loss: 0.0309309 | val_loss: 0.0312755 | Time: 2311.81 ms
[2020-12-20 13:40:51 main:581] : INFO : Epoch 700 | loss: 0.0309452 | val_loss: 0.0312972 | Time: 2492.23 ms
[2020-12-20 13:40:53 main:581] : INFO : Epoch 701 | loss: 0.0309308 | val_loss: 0.0312832 | Time: 2420.17 ms
[2020-12-20 13:40:55 main:581] : INFO : Epoch 702 | loss: 0.0309428 | val_loss: 0.0313008 | Time: 2145.82 ms
[2020-12-20 13:40:57 main:581] : INFO : Epoch 703 | loss: 0.0309436 | val_loss: 0.0312783 | Time: 2308.33 ms
[2020-12-20 13:41:00 main:581] : INFO : Epoch 704 | loss: 0.0309351 | val_loss: 0.0312633 | Time: 2205.25 ms
[2020-12-20 13:41:02 main:581] : INFO : Epoch 705 | loss: 0.0309699 | val_loss: 0.0312439 | Time: 2378.92 ms
[2020-12-20 13:41:04 main:581] : INFO : Epoch 706 | loss: 0.0309536 | val_loss: 0.0312585 | Time: 2266.43 ms
[2020-12-20 13:41:07 main:581] : INFO : Epoch 707 | loss: 0.0309417 | val_loss: 0.0312834 | Time: 2380.5 ms
[2020-12-20 13:41:09 main:581] : INFO : Epoch 708 | loss: 0.0309424 | val_loss: 0.0312469 | Time: 2346.63 ms
[2020-12-20 13:41:11 main:581] : INFO : Epoch 709 | loss: 0.0309354 | val_loss: 0.0312911 | Time: 2378.12 ms
[2020-12-20 13:41:14 main:581] : INFO : Epoch 710 | loss: 0.0309451 | val_loss: 0.0312703 | Time: 2385.31 ms
[2020-12-20 13:41:16 main:581] : INFO : Epoch 711 | loss: 0.030947 | val_loss: 0.0312574 | Time: 2257.12 ms
[2020-12-20 13:41:18 main:581] : INFO : Epoch 712 | loss: 0.0309356 | val_loss: 0.0312607 | Time: 2202.23 ms
[2020-12-20 13:41:21 main:581] : INFO : Epoch 713 | loss: 0.0309417 | val_loss: 0.0312861 | Time: 2409.03 ms
[2020-12-20 13:41:23 main:581] : INFO : Epoch 714 | loss: 0.0309385 | val_loss: 0.0312442 | Time: 2358.33 ms
[2020-12-20 13:41:25 main:581] : INFO : Epoch 715 | loss: 0.0309373 | val_loss: 0.0312606 | Time: 2432.28 ms
[2020-12-20 13:41:28 main:581] : INFO : Epoch 716 | loss: 0.0309368 | val_loss: 0.0312662 | Time: 2236.38 ms
[2020-12-20 13:41:30 main:581] : INFO : Epoch 717 | loss: 0.030934 | val_loss: 0.0312909 | Time: 2347.74 ms
[2020-12-20 13:41:32 main:581] : INFO : Epoch 718 | loss: 0.0309281 | val_loss: 0.0312685 | Time: 2381.21 ms
[2020-12-20 13:41:35 main:581] : INFO : Epoch 719 | loss: 0.0309329 | val_loss: 0.0313029 | Time: 2289.33 ms
[2020-12-20 13:41:37 main:581] : INFO : Epoch 720 | loss: 0.0309284 | val_loss: 0.0312818 | Time: 2215.41 ms
[2020-12-20 13:41:39 main:581] : INFO : Epoch 721 | loss: 0.0309427 | val_loss: 0.0312643 | Time: 2321.62 ms
[2020-12-20 13:41:42 main:581] : INFO : Epoch 722 | loss: 0.0309316 | val_loss: 0.0312926 | Time: 2566.38 ms
[2020-12-20 13:41:44 main:581] : INFO : Epoch 723 | loss: 0.0309433 | val_loss: 0.0312526 | Time: 2394.65 ms
[2020-12-20 13:41:46 main:581] : INFO : Epoch 724 | loss: 0.0309346 | val_loss: 0.0312854 | Time: 2328.1 ms
[2020-12-20 13:41:49 main:581] : INFO : Epoch 725 | loss: 0.0309254 | val_loss: 0.0312876 | Time: 2318.55 ms
[2020-12-20 13:41:51 main:581] : INFO : Epoch 726 | loss: 0.0309299 | val_loss: 0.0312785 | Time: 2391.41 ms
[2020-12-20 13:41:53 main:581] : INFO : Epoch 727 | loss: 0.0309247 | val_loss: 0.0312551 | Time: 2252.38 ms
[2020-12-20 13:41:56 main:581] : INFO : Epoch 728 | loss: 0.0309332 | val_loss: 0.0312556 | Time: 2324.03 ms
[2020-12-20 13:41:58 main:581] : INFO : Epoch 729 | loss: 0.0309314 | val_loss: 0.03127 | Time: 2270.85 ms
[2020-12-20 13:42:00 main:581] : INFO : Epoch 730 | loss: 0.0309288 | val_loss: 0.0312821 | Time: 2372.97 ms
[2020-12-20 13:42:03 main:581] : INFO : Epoch 731 | loss: 0.0309353 | val_loss: 0.0312727 | Time: 2390.58 ms
[2020-12-20 13:42:05 main:581] : INFO : Epoch 732 | loss: 0.0309387 | val_loss: 0.0312613 | Time: 2377.42 ms
[2020-12-20 13:42:08 main:581] : INFO : Epoch 733 | loss: 0.0309376 | val_loss: 0.0312721 | Time: 2457.94 ms
[2020-12-20 13:42:10 main:581] : INFO : Epoch 734 | loss: 0.030928 | val_loss: 0.0312913 | Time: 2349.24 ms
[2020-12-20 13:42:12 main:581] : INFO : Epoch 735 | loss: 0.0309278 | val_loss: 0.0312592 | Time: 2481.11 ms
[2020-12-20 13:42:15 main:581] : INFO : Epoch 736 | loss: 0.0309246 | val_loss: 0.0312762 | Time: 2365.4 ms
[2020-12-20 13:42:17 main:581] : INFO : Epoch 737 | loss: 0.0309369 | val_loss: 0.03125 | Time: 2300.42 ms
[2020-12-20 13:42:20 main:581] : INFO : Epoch 738 | loss: 0.0309366 | val_loss: 0.0312722 | Time: 2379.47 ms
[2020-12-20 13:42:22 main:581] : INFO : Epoch 739 | loss: 0.030935 | val_loss: 0.0312717 | Time: 2364.11 ms
[2020-12-20 13:42:24 main:581] : INFO : Epoch 740 | loss: 0.030943 | val_loss: 0.0312598 | Time: 2326.66 ms
[2020-12-20 13:42:27 main:581] : INFO : Epoch 741 | loss: 0.0309625 | val_loss: 0.0312385 | Time: 2402.62 ms
[2020-12-20 13:42:29 main:581] : INFO : Epoch 742 | loss: 0.0309597 | val_loss: 0.0312815 | Time: 2467.07 ms
[2020-12-20 13:42:31 main:581] : INFO : Epoch 743 | loss: 0.0309411 | val_loss: 0.0312883 | Time: 2325.92 ms
[2020-12-20 13:42:34 main:581] : INFO : Epoch 744 | loss: 0.0309309 | val_loss: 0.0312449 | Time: 2453.57 ms
[2020-12-20 13:42:36 main:581] : INFO : Epoch 745 | loss: 0.0309258 | val_loss: 0.0312691 | Time: 2345.37 ms
[2020-12-20 13:42:39 main:581] : INFO : Epoch 746 | loss: 0.0309161 | val_loss: 0.0312976 | Time: 2305.62 ms
[2020-12-20 13:42:41 main:581] : INFO : Epoch 747 | loss: 0.030918 | val_loss: 0.0312475 | Time: 2342.52 ms
[2020-12-20 13:42:43 main:581] : INFO : Epoch 748 | loss: 0.0309254 | val_loss: 0.0313044 | Time: 2314.01 ms
[2020-12-20 13:42:46 main:581] : INFO : Epoch 749 | loss: 0.0309255 | val_loss: 0.0312635 | Time: 2434.45 ms
[2020-12-20 13:42:48 main:581] : INFO : Epoch 750 | loss: 0.0309275 | val_loss: 0.0312803 | Time: 2395.9 ms
[2020-12-20 13:42:50 main:581] : INFO : Epoch 751 | loss: 0.030936 | val_loss: 0.0312285 | Time: 2387.82 ms
[2020-12-20 13:42:53 main:581] : INFO : Epoch 752 | loss: 0.0309465 | val_loss: 0.031235 | Time: 2291.12 ms
[2020-12-20 13:42:55 main:581] : INFO : Epoch 753 | loss: 0.0309372 | val_loss: 0.0312772 | Time: 2390.75 ms
[2020-12-20 13:42:58 main:581] : INFO : Epoch 754 | loss: 0.0309265 | val_loss: 0.0312727 | Time: 2514.67 ms
[2020-12-20 13:43:00 main:581] : INFO : Epoch 755 | loss: 0.0309295 | val_loss: 0.0312681 | Time: 2362.74 ms
[2020-12-20 13:43:02 main:581] : INFO : Epoch 756 | loss: 0.0309309 | val_loss: 0.0312902 | Time: 2423.16 ms
[2020-12-20 13:43:05 main:581] : INFO : Epoch 757 | loss: 0.0309403 | val_loss: 0.0312803 | Time: 2373.63 ms
[2020-12-20 13:43:07 main:581] : INFO : Epoch 758 | loss: 0.0309256 | val_loss: 0.0312848 | Time: 2311.79 ms
[2020-12-20 13:43:09 main:581] : INFO : Epoch 759 | loss: 0.0309331 | val_loss: 0.0312637 | Time: 2344.86 ms
[2020-12-20 13:43:12 main:581] : INFO : Epoch 760 | loss: 0.0309329 | val_loss: 0.0312458 | Time: 2454.9 ms
[2020-12-20 13:43:14 main:581] : INFO : Epoch 761 | loss: 0.0309367 | val_loss: 0.0312692 | Time: 2325.21 ms
[2020-12-20 13:43:17 main:581] : INFO : Epoch 762 | loss: 0.0309336 | val_loss: 0.0312751 | Time: 2334.79 ms
[2020-12-20 13:43:19 main:581] : INFO : Epoch 763 | loss: 0.0309447 | val_loss: 0.0312767 | Time: 2374.16 ms
[2020-12-20 13:43:21 main:581] : INFO : Epoch 764 | loss: 0.0309346 | val_loss: 0.0312731 | Time: 2466.69 ms
[2020-12-20 13:43:24 main:581] : INFO : Epoch 765 | loss: 0.030928 | val_loss: 0.0312749 | Time: 2247.84 ms
[2020-12-20 13:43:26 main:581] : INFO : Epoch 766 | loss: 0.0309186 | val_loss: 0.0312819 | Time: 2356.27 ms
[2020-12-20 13:43:28 main:581] : INFO : Epoch 767 | loss: 0.0309277 | val_loss: 0.031275 | Time: 2397.99 ms
[2020-12-20 13:43:31 main:581] : INFO : Epoch 768 | loss: 0.0309277 | val_loss: 0.0312831 | Time: 2279.77 ms
[2020-12-20 13:43:33 main:581] : INFO : Epoch 769 | loss: 0.0309273 | val_loss: 0.0312619 | Time: 2049.32 ms
[2020-12-20 13:43:35 main:581] : INFO : Epoch 770 | loss: 0.0309302 | val_loss: 0.0312952 | Time: 2192.77 ms
[2020-12-20 13:43:37 main:581] : INFO : Epoch 771 | loss: 0.03094 | val_loss: 0.0312704 | Time: 2374.21 ms
[2020-12-20 13:43:40 main:581] : INFO : Epoch 772 | loss: 0.0309256 | val_loss: 0.0312879 | Time: 2484.67 ms
[2020-12-20 13:43:42 main:581] : INFO : Epoch 773 | loss: 0.0309223 | val_loss: 0.0312721 | Time: 2365.82 ms
[2020-12-20 13:43:44 main:581] : INFO : Epoch 774 | loss: 0.0309278 | val_loss: 0.031283 | Time: 2397.58 ms
[2020-12-20 13:43:47 main:581] : INFO : Epoch 775 | loss: 0.0309334 | val_loss: 0.0312494 | Time: 2398.46 ms
[2020-12-20 13:43:49 main:581] : INFO : Epoch 776 | loss: 0.0309292 | val_loss: 0.0312914 | Time: 2434.17 ms
[2020-12-20 13:43:52 main:581] : INFO : Epoch 777 | loss: 0.0309271 | val_loss: 0.0312801 | Time: 2347.33 ms
[2020-12-20 13:43:54 main:581] : INFO : Epoch 778 | loss: 0.0309312 | val_loss: 0.0313197 | Time: 2385.65 ms
[2020-12-20 13:43:56 main:581] : INFO : Epoch 779 | loss: 0.0309317 | val_loss: 0.0312567 | Time: 2290.5 ms
[2020-12-20 13:43:59 main:581] : INFO : Epoch 780 | loss: 0.0309328 | val_loss: 0.0312499 | Time: 2279.48 ms
[2020-12-20 13:44:01 main:581] : INFO : Epoch 781 | loss: 0.0309397 | val_loss: 0.0313009 | Time: 2362.9 ms
[2020-12-20 13:44:03 main:581] : INFO : Epoch 782 | loss: 0.030928 | val_loss: 0.0312586 | Time: 2266.67 ms
[2020-12-20 13:44:06 main:581] : INFO : Epoch 783 | loss: 0.0309307 | val_loss: 0.0312642 | Time: 2369.59 ms
[2020-12-20 13:44:08 main:581] : INFO : Epoch 784 | loss: 0.0309427 | val_loss: 0.0312814 | Time: 2372 ms
[2020-12-20 13:44:10 main:581] : INFO : Epoch 785 | loss: 0.0309467 | val_loss: 0.0312672 | Time: 2241.37 ms
[2020-12-20 13:44:13 main:581] : INFO : Epoch 786 | loss: 0.0309487 | val_loss: 0.0312659 | Time: 2420.8 ms
[2020-12-20 13:44:15 main:581] : INFO : Epoch 787 | loss: 0.0309958 | val_loss: 0.0312493 | Time: 2339.07 ms
[2020-12-20 13:44:17 main:581] : INFO : Epoch 788 | loss: 0.0309739 | val_loss: 0.0312653 | Time: 2443.16 ms
[2020-12-20 13:44:20 main:581] : INFO : Epoch 789 | loss: 0.030947 | val_loss: 0.0312841 | Time: 2454.98 ms
[2020-12-20 13:44:22 main:581] : INFO : Epoch 790 | loss: 0.0309295 | val_loss: 0.0312572 | Time: 2375.11 ms
[2020-12-20 13:44:25 main:581] : INFO : Epoch 791 | loss: 0.0309299 | val_loss: 0.0312687 | Time: 2474.51 ms
[2020-12-20 13:44:27 main:581] : INFO : Epoch 792 | loss: 0.0309303 | val_loss: 0.0312827 | Time: 2312.15 ms
[2020-12-20 13:44:29 main:581] : INFO : Epoch 793 | loss: 0.0309328 | val_loss: 0.0312635 | Time: 2203.43 ms
[2020-12-20 13:44:32 main:581] : INFO : Epoch 794 | loss: 0.0309258 | val_loss: 0.0312852 | Time: 2269.77 ms
[2020-12-20 13:44:34 main:581] : INFO : Epoch 795 | loss: 0.0309233 | val_loss: 0.0312898 | Time: 2368.06 ms
[2020-12-20 13:44:36 main:581] : INFO : Epoch 796 | loss: 0.0309261 | val_loss: 0.031292 | Time: 2367.97 ms
[2020-12-20 13:44:39 main:581] : INFO : Epoch 797 | loss: 0.0309218 | val_loss: 0.0312813 | Time: 2483.49 ms
[2020-12-20 13:44:41 main:581] : INFO : Epoch 798 | loss: 0.0309252 | val_loss: 0.0312636 | Time: 2266.29 ms
[2020-12-20 13:44:43 main:581] : INFO : Epoch 799 | loss: 0.0309406 | val_loss: 0.0312902 | Time: 2276.56 ms
[2020-12-20 13:44:46 main:581] : INFO : Epoch 800 | loss: 0.0309409 | val_loss: 0.0312966 | Time: 2450.89 ms
[2020-12-20 13:44:48 main:581] : INFO : Epoch 801 | loss: 0.0309249 | val_loss: 0.0312616 | Time: 2447.79 ms
[2020-12-20 13:44:51 main:581] : INFO : Epoch 802 | loss: 0.0309364 | val_loss: 0.0312382 | Time: 2366.77 ms
[2020-12-20 13:44:53 main:581] : INFO : Epoch 803 | loss: 0.0309483 | val_loss: 0.03124 | Time: 2359.68 ms
[2020-12-20 13:44:55 main:581] : INFO : Epoch 804 | loss: 0.0309438 | val_loss: 0.0312887 | Time: 2400.27 ms
[2020-12-20 13:44:58 main:581] : INFO : Epoch 805 | loss: 0.0309469 | val_loss: 0.0312863 | Time: 2371.88 ms
[2020-12-20 13:45:00 main:581] : INFO : Epoch 806 | loss: 0.0321132 | val_loss: 0.0322947 | Time: 2398.15 ms
[2020-12-20 13:45:03 main:581] : INFO : Epoch 807 | loss: 0.0404788 | val_loss: 0.0368491 | Time: 2426.47 ms
[2020-12-20 13:45:05 main:581] : INFO : Epoch 808 | loss: 0.0385339 | val_loss: 0.0342104 | Time: 2336.93 ms
[2020-12-20 13:45:07 main:581] : INFO : Epoch 809 | loss: 0.032071 | val_loss: 0.0315421 | Time: 2478.36 ms
[2020-12-20 13:45:10 main:581] : INFO : Epoch 810 | loss: 0.0313448 | val_loss: 0.0312723 | Time: 2369.24 ms
[2020-12-20 13:45:12 main:581] : INFO : Epoch 811 | loss: 0.031267 | val_loss: 0.031257 | Time: 2412.8 ms
[2020-12-20 13:45:14 main:581] : INFO : Epoch 812 | loss: 0.031253 | val_loss: 0.0312507 | Time: 2230.78 ms
[2020-12-20 13:45:17 main:581] : INFO : Epoch 813 | loss: 0.0312502 | val_loss: 0.0312495 | Time: 2437.75 ms
[2020-12-20 13:45:19 main:581] : INFO : Epoch 814 | loss: 0.0312491 | val_loss: 0.0312484 | Time: 2449.85 ms
[2020-12-20 13:45:22 main:581] : INFO : Epoch 815 | loss: 0.0312484 | val_loss: 0.0312478 | Time: 2366.37 ms
[2020-12-20 13:45:24 main:581] : INFO : Epoch 816 | loss: 0.0312478 | val_loss: 0.0312471 | Time: 2412.7 ms
[2020-12-20 13:45:26 main:581] : INFO : Epoch 817 | loss: 0.0312471 | val_loss: 0.0312466 | Time: 2382 ms
[2020-12-20 13:45:29 main:581] : INFO : Epoch 818 | loss: 0.0312465 | val_loss: 0.0312459 | Time: 2245.25 ms
[2020-12-20 13:45:31 main:581] : INFO : Epoch 819 | loss: 0.0312459 | val_loss: 0.0312449 | Time: 2392.27 ms
[2020-12-20 13:45:33 main:581] : INFO : Epoch 820 | loss: 0.0312451 | val_loss: 0.0312441 | Time: 2296.01 ms
[2020-12-20 13:45:36 main:581] : INFO : Epoch 821 | loss: 0.0312443 | val_loss: 0.0312432 | Time: 2349.99 ms
[2020-12-20 13:45:38 main:581] : INFO : Epoch 822 | loss: 0.0312433 | val_loss: 0.0312421 | Time: 2228.8 ms
[2020-12-20 13:45:40 main:581] : INFO : Epoch 823 | loss: 0.0312424 | val_loss: 0.0312418 | Time: 2302.78 ms
[2020-12-20 13:45:43 main:581] : INFO : Epoch 824 | loss: 0.0312412 | val_loss: 0.0312398 | Time: 2366.13 ms
[2020-12-20 13:45:45 main:581] : INFO : Epoch 825 | loss: 0.0312402 | val_loss: 0.0312388 | Time: 2406.74 ms
[2020-12-20 13:45:47 main:581] : INFO : Epoch 826 | loss: 0.0312387 | val_loss: 0.0312385 | Time: 2389.37 ms
[2020-12-20 13:45:50 main:581] : INFO : Epoch 827 | loss: 0.0312376 | val_loss: 0.0312357 | Time: 2229.78 ms
[2020-12-20 13:45:52 main:581] : INFO : Epoch 828 | loss: 0.0312355 | val_loss: 0.0312344 | Time: 2321.08 ms
[2020-12-20 13:45:54 main:581] : INFO : Epoch 829 | loss: 0.0312339 | val_loss: 0.0312322 | Time: 2454.33 ms
[2020-12-20 13:45:57 main:581] : INFO : Epoch 830 | loss: 0.0312328 | val_loss: 0.0312322 | Time: 2352.31 ms
[2020-12-20 13:45:59 main:581] : INFO : Epoch 831 | loss: 0.0312307 | val_loss: 0.0312299 | Time: 2247.74 ms
[2020-12-20 13:46:01 main:581] : INFO : Epoch 832 | loss: 0.0312305 | val_loss: 0.0312338 | Time: 2215.08 ms
[2020-12-20 13:46:04 main:581] : INFO : Epoch 833 | loss: 0.0312279 | val_loss: 0.0312261 | Time: 2440.76 ms
[2020-12-20 13:46:06 main:581] : INFO : Epoch 834 | loss: 0.0312252 | val_loss: 0.0312227 | Time: 2305.29 ms
[2020-12-20 13:46:08 main:581] : INFO : Epoch 835 | loss: 0.0312246 | val_loss: 0.0312241 | Time: 2302.33 ms
[2020-12-20 13:46:11 main:581] : INFO : Epoch 836 | loss: 0.0312218 | val_loss: 0.0312186 | Time: 2415.39 ms
[2020-12-20 13:46:13 main:581] : INFO : Epoch 837 | loss: 0.0312194 | val_loss: 0.0312167 | Time: 2324.02 ms
[2020-12-20 13:46:15 main:581] : INFO : Epoch 838 | loss: 0.0312197 | val_loss: 0.0312154 | Time: 2353.4 ms
[2020-12-20 13:46:18 main:581] : INFO : Epoch 839 | loss: 0.031215 | val_loss: 0.0312142 | Time: 2363.83 ms
[2020-12-20 13:46:20 main:581] : INFO : Epoch 840 | loss: 0.0312138 | val_loss: 0.0312113 | Time: 2396.15 ms
[2020-12-20 13:46:22 main:581] : INFO : Epoch 841 | loss: 0.0312114 | val_loss: 0.0312102 | Time: 2354.97 ms
[2020-12-20 13:46:25 main:581] : INFO : Epoch 842 | loss: 0.0312108 | val_loss: 0.0312089 | Time: 2296.69 ms
[2020-12-20 13:46:27 main:581] : INFO : Epoch 843 | loss: 0.0312123 | val_loss: 0.0312172 | Time: 2352.21 ms
[2020-12-20 13:46:29 main:581] : INFO : Epoch 844 | loss: 0.0312127 | val_loss: 0.0312119 | Time: 2288.7 ms
[2020-12-20 13:46:32 main:581] : INFO : Epoch 845 | loss: 0.0312078 | val_loss: 0.031206 | Time: 2333 ms
[2020-12-20 13:46:34 main:581] : INFO : Epoch 846 | loss: 0.0312061 | val_loss: 0.0312055 | Time: 2370.49 ms
[2020-12-20 13:46:36 main:581] : INFO : Epoch 847 | loss: 0.0312059 | val_loss: 0.0312047 | Time: 2189.35 ms
[2020-12-20 13:46:39 main:581] : INFO : Epoch 848 | loss: 0.031205 | val_loss: 0.0312046 | Time: 2350.17 ms
[2020-12-20 13:46:41 main:581] : INFO : Epoch 849 | loss: 0.0312051 | val_loss: 0.0312038 | Time: 2280.34 ms
[2020-12-20 13:46:43 main:581] : INFO : Epoch 850 | loss: 0.0312056 | val_loss: 0.031203 | Time: 2236.19 ms
[2020-12-20 13:46:45 main:581] : INFO : Epoch 851 | loss: 0.031204 | val_loss: 0.0312025 | Time: 2307 ms
[2020-12-20 13:46:48 main:581] : INFO : Epoch 852 | loss: 0.0312026 | val_loss: 0.0312024 | Time: 2272.94 ms
[2020-12-20 13:46:50 main:581] : INFO : Epoch 853 | loss: 0.0312034 | val_loss: 0.0312018 | Time: 2321.34 ms
[2020-12-20 13:46:53 main:581] : INFO : Epoch 854 | loss: 0.0312016 | val_loss: 0.0312015 | Time: 2421.57 ms
[2020-12-20 13:46:55 main:581] : INFO : Epoch 855 | loss: 0.0312016 | val_loss: 0.0312026 | Time: 2445.24 ms
[2020-12-20 13:46:57 main:581] : INFO : Epoch 856 | loss: 0.0312026 | val_loss: 0.0312028 | Time: 2425.45 ms
[2020-12-20 13:47:00 main:581] : INFO : Epoch 857 | loss: 0.0312032 | val_loss: 0.0312107 | Time: 2308.68 ms
[2020-12-20 13:47:02 main:581] : INFO : Epoch 858 | loss: 0.0312015 | val_loss: 0.0311995 | Time: 2329.1 ms
[2020-12-20 13:47:04 main:581] : INFO : Epoch 859 | loss: 0.0311985 | val_loss: 0.0311988 | Time: 2439.88 ms
[2020-12-20 13:47:07 main:581] : INFO : Epoch 860 | loss: 0.0311998 | val_loss: 0.0311981 | Time: 2445.76 ms
[2020-12-20 13:47:09 main:581] : INFO : Epoch 861 | loss: 0.0311992 | val_loss: 0.0312077 | Time: 2410.8 ms
[2020-12-20 13:47:12 main:581] : INFO : Epoch 862 | loss: 0.0312058 | val_loss: 0.0311988 | Time: 2384.05 ms
[2020-12-20 13:47:14 main:581] : INFO : Epoch 863 | loss: 0.0312002 | val_loss: 0.031205 | Time: 2406.16 ms
[2020-12-20 13:47:16 main:581] : INFO : Epoch 864 | loss: 0.0312013 | val_loss: 0.0312085 | Time: 2313.98 ms
[2020-12-20 13:47:19 main:581] : INFO : Epoch 865 | loss: 0.0311986 | val_loss: 0.0312031 | Time: 2303.85 ms
[2020-12-20 13:47:21 main:581] : INFO : Epoch 866 | loss: 0.031197 | val_loss: 0.031196 | Time: 2394.38 ms
[2020-12-20 13:47:23 main:581] : INFO : Epoch 867 | loss: 0.0311963 | val_loss: 0.0311962 | Time: 2371.34 ms
[2020-12-20 13:47:26 main:581] : INFO : Epoch 868 | loss: 0.0311963 | val_loss: 0.0311953 | Time: 2357.72 ms
[2020-12-20 13:47:28 main:581] : INFO : Epoch 869 | loss: 0.0311945 | val_loss: 0.0311955 | Time: 2414.59 ms
[2020-12-20 13:47:31 main:581] : INFO : Epoch 870 | loss: 0.0311945 | val_loss: 0.031195 | Time: 2374.94 ms
[2020-12-20 13:47:33 main:581] : INFO : Epoch 871 | loss: 0.0311948 | val_loss: 0.0311947 | Time: 2351.65 ms
[2020-12-20 13:47:35 main:581] : INFO : Epoch 872 | loss: 0.031194 | val_loss: 0.031194 | Time: 2431.5 ms
[2020-12-20 13:47:38 main:581] : INFO : Epoch 873 | loss: 0.0311943 | val_loss: 0.0311956 | Time: 2325.5 ms
[2020-12-20 13:47:40 main:581] : INFO : Epoch 874 | loss: 0.0311977 | val_loss: 0.0311968 | Time: 2469.55 ms
[2020-12-20 13:47:43 main:581] : INFO : Epoch 875 | loss: 0.0311932 | val_loss: 0.031193 | Time: 2406.93 ms
[2020-12-20 13:47:45 main:581] : INFO : Epoch 876 | loss: 0.0311955 | val_loss: 0.0311929 | Time: 2371.75 ms
[2020-12-20 13:47:47 main:581] : INFO : Epoch 877 | loss: 0.0311955 | val_loss: 0.0311983 | Time: 2333.63 ms
[2020-12-20 13:47:50 main:581] : INFO : Epoch 878 | loss: 0.031197 | val_loss: 0.0311954 | Time: 2369.5 ms
[2020-12-20 13:47:52 main:581] : INFO : Epoch 879 | loss: 0.0311925 | val_loss: 0.0311922 | Time: 2410.41 ms
[2020-12-20 13:47:54 main:581] : INFO : Epoch 880 | loss: 0.0311936 | val_loss: 0.0311919 | Time: 2252.3 ms
[2020-12-20 13:47:57 main:581] : INFO : Epoch 881 | loss: 0.031194 | val_loss: 0.0311926 | Time: 2309.2 ms
[2020-12-20 13:47:59 main:581] : INFO : Epoch 882 | loss: 0.0311911 | val_loss: 0.0311918 | Time: 2450.9 ms
[2020-12-20 13:48:02 main:581] : INFO : Epoch 883 | loss: 0.0311912 | val_loss: 0.0311931 | Time: 2423.04 ms
[2020-12-20 13:48:04 main:581] : INFO : Epoch 884 | loss: 0.0311909 | val_loss: 0.0311952 | Time: 2310.23 ms
[2020-12-20 13:48:06 main:581] : INFO : Epoch 885 | loss: 0.0311949 | val_loss: 0.0311976 | Time: 2098.87 ms
[2020-12-20 13:48:08 main:581] : INFO : Epoch 886 | loss: 0.0311924 | val_loss: 0.0311968 | Time: 2273.26 ms
[2020-12-20 13:48:11 main:581] : INFO : Epoch 887 | loss: 0.0311906 | val_loss: 0.0311903 | Time: 2291.52 ms
[2020-12-20 13:48:13 main:581] : INFO : Epoch 888 | loss: 0.0311906 | val_loss: 0.031193 | Time: 2327.68 ms
[2020-12-20 13:48:15 main:581] : INFO : Epoch 889 | loss: 0.0311931 | val_loss: 0.0311906 | Time: 2340.45 ms
[2020-12-20 13:48:18 main:581] : INFO : Epoch 890 | loss: 0.0311908 | val_loss: 0.0311908 | Time: 2346.04 ms
[2020-12-20 13:48:20 main:581] : INFO : Epoch 891 | loss: 0.0311904 | val_loss: 0.0311899 | Time: 2393.3 ms
[2020-12-20 13:48:22 main:581] : INFO : Epoch 892 | loss: 0.0311889 | val_loss: 0.0311889 | Time: 2280.66 ms
[2020-12-20 13:48:25 main:581] : INFO : Epoch 893 | loss: 0.0311898 | val_loss: 0.0311888 | Time: 2391.56 ms
[2020-12-20 13:48:27 main:581] : INFO : Epoch 894 | loss: 0.0311882 | val_loss: 0.0311886 | Time: 2261.51 ms
[2020-12-20 13:48:29 main:581] : INFO : Epoch 895 | loss: 0.0311879 | val_loss: 0.0311967 | Time: 2353.74 ms
[2020-12-20 13:48:31 main:581] : INFO : Epoch 896 | loss: 0.0311897 | val_loss: 0.031193 | Time: 2142.17 ms
[2020-12-20 13:48:34 main:581] : INFO : Epoch 897 | loss: 0.0311889 | val_loss: 0.031197 | Time: 2256.75 ms
[2020-12-20 13:48:36 main:581] : INFO : Epoch 898 | loss: 0.0311873 | val_loss: 0.0311911 | Time: 2344.85 ms
[2020-12-20 13:48:38 main:581] : INFO : Epoch 899 | loss: 0.0311875 | val_loss: 0.0311889 | Time: 2387.47 ms
[2020-12-20 13:48:41 main:581] : INFO : Epoch 900 | loss: 0.0311868 | val_loss: 0.0311878 | Time: 2361.3 ms
[2020-12-20 13:48:43 main:581] : INFO : Epoch 901 | loss: 0.0311853 | val_loss: 0.0311868 | Time: 2445.07 ms
[2020-12-20 13:48:45 main:581] : INFO : Epoch 902 | loss: 0.0311852 | val_loss: 0.0311867 | Time: 2299.38 ms
[2020-12-20 13:48:48 main:581] : INFO : Epoch 903 | loss: 0.0311879 | val_loss: 0.0311861 | Time: 2349.48 ms
[2020-12-20 13:48:50 main:581] : INFO : Epoch 904 | loss: 0.031185 | val_loss: 0.0311897 | Time: 2320.34 ms
[2020-12-20 13:48:52 main:581] : INFO : Epoch 905 | loss: 0.0311859 | val_loss: 0.0311858 | Time: 2329.17 ms
[2020-12-20 13:48:55 main:581] : INFO : Epoch 906 | loss: 0.0311868 | val_loss: 0.0311865 | Time: 2410.63 ms
[2020-12-20 13:48:57 main:581] : INFO : Epoch 907 | loss: 0.031186 | val_loss: 0.0311934 | Time: 2341.1 ms
[2020-12-20 13:49:00 main:581] : INFO : Epoch 908 | loss: 0.0311882 | val_loss: 0.0311868 | Time: 2363.55 ms
[2020-12-20 13:49:02 main:581] : INFO : Epoch 909 | loss: 0.0311845 | val_loss: 0.0311901 | Time: 2259.94 ms
[2020-12-20 13:49:04 main:581] : INFO : Epoch 910 | loss: 0.0311858 | val_loss: 0.0311864 | Time: 2364.16 ms
[2020-12-20 13:49:06 main:581] : INFO : Epoch 911 | loss: 0.0311907 | val_loss: 0.0311854 | Time: 2286.91 ms
[2020-12-20 13:49:09 main:581] : INFO : Epoch 912 | loss: 0.0311851 | val_loss: 0.0311858 | Time: 2378.59 ms
[2020-12-20 13:49:11 main:581] : INFO : Epoch 913 | loss: 0.0311825 | val_loss: 0.0311852 | Time: 2365.65 ms
[2020-12-20 13:49:13 main:581] : INFO : Epoch 914 | loss: 0.0311868 | val_loss: 0.0311845 | Time: 2112.62 ms
[2020-12-20 13:49:16 main:581] : INFO : Epoch 915 | loss: 0.0311883 | val_loss: 0.031192 | Time: 2367.01 ms
[2020-12-20 13:49:18 main:581] : INFO : Epoch 916 | loss: 0.0311842 | val_loss: 0.0311855 | Time: 2351.78 ms
[2020-12-20 13:49:20 main:581] : INFO : Epoch 917 | loss: 0.0311826 | val_loss: 0.0311853 | Time: 2316.64 ms
[2020-12-20 13:49:23 main:581] : INFO : Epoch 918 | loss: 0.0311828 | val_loss: 0.0311877 | Time: 2246.46 ms
[2020-12-20 13:49:25 main:581] : INFO : Epoch 919 | loss: 0.0311826 | val_loss: 0.0311869 | Time: 2274.37 ms
[2020-12-20 13:49:27 main:581] : INFO : Epoch 920 | loss: 0.0311834 | val_loss: 0.0311836 | Time: 2393.92 ms
[2020-12-20 13:49:30 main:581] : INFO : Epoch 921 | loss: 0.0311822 | val_loss: 0.031183 | Time: 2327.52 ms
[2020-12-20 13:49:32 main:581] : INFO : Epoch 922 | loss: 0.0311854 | val_loss: 0.0311919 | Time: 2422.33 ms
[2020-12-20 13:49:34 main:581] : INFO : Epoch 923 | loss: 0.0311856 | val_loss: 0.0311862 | Time: 2407.18 ms
[2020-12-20 13:49:37 main:581] : INFO : Epoch 924 | loss: 0.031186 | val_loss: 0.0311829 | Time: 2360.81 ms
[2020-12-20 13:49:39 main:581] : INFO : Epoch 925 | loss: 0.0311816 | val_loss: 0.0311851 | Time: 2382.26 ms
[2020-12-20 13:49:42 main:581] : INFO : Epoch 926 | loss: 0.0311811 | val_loss: 0.0311957 | Time: 2427.32 ms
[2020-12-20 13:49:44 main:581] : INFO : Epoch 927 | loss: 0.0311843 | val_loss: 0.0311824 | Time: 2286.79 ms
[2020-12-20 13:49:46 main:581] : INFO : Epoch 928 | loss: 0.0311825 | val_loss: 0.0311818 | Time: 2376.6 ms
[2020-12-20 13:49:49 main:581] : INFO : Epoch 929 | loss: 0.0311797 | val_loss: 0.0311831 | Time: 2336.54 ms
[2020-12-20 13:49:51 main:581] : INFO : Epoch 930 | loss: 0.03118 | val_loss: 0.0311845 | Time: 2444.68 ms
[2020-12-20 13:49:53 main:581] : INFO : Epoch 931 | loss: 0.0311848 | val_loss: 0.0311812 | Time: 2368.08 ms
[2020-12-20 13:49:56 main:581] : INFO : Epoch 932 | loss: 0.0311802 | val_loss: 0.0311928 | Time: 2359.03 ms
[2020-12-20 13:49:58 main:581] : INFO : Epoch 933 | loss: 0.0311841 | val_loss: 0.0311817 | Time: 2290.98 ms
[2020-12-20 13:50:00 main:581] : INFO : Epoch 934 | loss: 0.0311796 | val_loss: 0.0311959 | Time: 2364.74 ms
[2020-12-20 13:50:03 main:581] : INFO : Epoch 935 | loss: 0.0311847 | val_loss: 0.0311841 | Time: 2299.95 ms
[2020-12-20 13:50:05 main:581] : INFO : Epoch 936 | loss: 0.0311792 | val_loss: 0.0311863 | Time: 2368.75 ms
[2020-12-20 13:50:08 main:581] : INFO : Epoch 937 | loss: 0.0311821 | val_loss: 0.0311815 | Time: 2397.69 ms
[2020-12-20 13:50:10 main:581] : INFO : Epoch 938 | loss: 0.03118 | val_loss: 0.0311803 | Time: 2343.45 ms
[2020-12-20 13:50:12 main:581] : INFO : Epoch 939 | loss: 0.0311804 | val_loss: 0.0311798 | Time: 2366.46 ms
[2020-12-20 13:50:15 main:581] : INFO : Epoch 940 | loss: 0.0311805 | val_loss: 0.0311822 | Time: 2463.2 ms
[2020-12-20 13:50:17 main:581] : INFO : Epoch 941 | loss: 0.0311866 | val_loss: 0.0311804 | Time: 2369.54 ms
[2020-12-20 13:50:19 main:581] : INFO : Epoch 942 | loss: 0.0311854 | val_loss: 0.0311896 | Time: 2397.21 ms
[2020-12-20 13:50:22 main:581] : INFO : Epoch 943 | loss: 0.0311791 | val_loss: 0.0311797 | Time: 2353.41 ms
[2020-12-20 13:50:24 main:581] : INFO : Epoch 944 | loss: 0.0311782 | val_loss: 0.0311783 | Time: 2318.99 ms
[2020-12-20 13:50:27 main:581] : INFO : Epoch 945 | loss: 0.0311766 | val_loss: 0.0311829 | Time: 2368.45 ms
[2020-12-20 13:50:29 main:581] : INFO : Epoch 946 | loss: 0.0311782 | val_loss: 0.0311782 | Time: 2335.42 ms
[2020-12-20 13:50:31 main:581] : INFO : Epoch 947 | loss: 0.031176 | val_loss: 0.0311772 | Time: 2303.63 ms
[2020-12-20 13:50:34 main:581] : INFO : Epoch 948 | loss: 0.0311765 | val_loss: 0.031177 | Time: 2389.27 ms
[2020-12-20 13:50:36 main:581] : INFO : Epoch 949 | loss: 0.0311803 | val_loss: 0.0311865 | Time: 2402.1 ms
[2020-12-20 13:50:38 main:581] : INFO : Epoch 950 | loss: 0.0311777 | val_loss: 0.0311793 | Time: 2350.34 ms
[2020-12-20 13:50:41 main:581] : INFO : Epoch 951 | loss: 0.0311747 | val_loss: 0.0311779 | Time: 2226.31 ms
[2020-12-20 13:50:43 main:581] : INFO : Epoch 952 | loss: 0.0311827 | val_loss: 0.0311852 | Time: 2355.13 ms
[2020-12-20 13:50:45 main:581] : INFO : Epoch 953 | loss: 0.0311765 | val_loss: 0.0311753 | Time: 2335.65 ms
[2020-12-20 13:50:48 main:581] : INFO : Epoch 954 | loss: 0.0311755 | val_loss: 0.0311753 | Time: 2325.07 ms
[2020-12-20 13:50:50 main:581] : INFO : Epoch 955 | loss: 0.0311764 | val_loss: 0.0311748 | Time: 2319.73 ms
[2020-12-20 13:50:52 main:581] : INFO : Epoch 956 | loss: 0.031173 | val_loss: 0.0311821 | Time: 2523.6 ms
[2020-12-20 13:50:55 main:581] : INFO : Epoch 957 | loss: 0.0311748 | val_loss: 0.0311739 | Time: 2411.12 ms
[2020-12-20 13:50:57 main:581] : INFO : Epoch 958 | loss: 0.0311738 | val_loss: 0.0311808 | Time: 2202.26 ms
[2020-12-20 13:50:59 main:581] : INFO : Epoch 959 | loss: 0.031174 | val_loss: 0.0311763 | Time: 2451.21 ms
[2020-12-20 13:51:02 main:581] : INFO : Epoch 960 | loss: 0.0311731 | val_loss: 0.0311756 | Time: 2384.01 ms
[2020-12-20 13:51:04 main:581] : INFO : Epoch 961 | loss: 0.0311725 | val_loss: 0.031178 | Time: 2259.03 ms
[2020-12-20 13:51:06 main:581] : INFO : Epoch 962 | loss: 0.0311747 | val_loss: 0.031177 | Time: 2356.79 ms
[2020-12-20 13:51:09 main:581] : INFO : Epoch 963 | loss: 0.0311764 | val_loss: 0.0311804 | Time: 2322.74 ms
[2020-12-20 13:51:11 main:581] : INFO : Epoch 964 | loss: 0.0311746 | val_loss: 0.0311901 | Time: 2271.72 ms
[2020-12-20 13:51:13 main:581] : INFO : Epoch 965 | loss: 0.0311727 | val_loss: 0.031172 | Time: 2463.85 ms
[2020-12-20 13:51:16 main:581] : INFO : Epoch 966 | loss: 0.0311698 | val_loss: 0.0311722 | Time: 2365.93 ms
[2020-12-20 13:51:18 main:581] : INFO : Epoch 967 | loss: 0.0311725 | val_loss: 0.031172 | Time: 2320.75 ms
[2020-12-20 13:51:20 main:581] : INFO : Epoch 968 | loss: 0.0311699 | val_loss: 0.031171 | Time: 2293.57 ms
[2020-12-20 13:51:23 main:581] : INFO : Epoch 969 | loss: 0.0311702 | val_loss: 0.0311913 | Time: 2448.78 ms
[2020-12-20 13:51:25 main:581] : INFO : Epoch 970 | loss: 0.0311723 | val_loss: 0.0311715 | Time: 2465.14 ms
[2020-12-20 13:51:28 main:581] : INFO : Epoch 971 | loss: 0.0311706 | val_loss: 0.0311793 | Time: 2348.14 ms
[2020-12-20 13:51:30 main:581] : INFO : Epoch 972 | loss: 0.0311715 | val_loss: 0.0311707 | Time: 2397.96 ms
[2020-12-20 13:51:32 main:581] : INFO : Epoch 973 | loss: 0.0311731 | val_loss: 0.03117 | Time: 2144.06 ms
[2020-12-20 13:51:35 main:581] : INFO : Epoch 974 | loss: 0.0311684 | val_loss: 0.0311718 | Time: 2320.04 ms
[2020-12-20 13:51:37 main:581] : INFO : Epoch 975 | loss: 0.0311692 | val_loss: 0.0311814 | Time: 2348.32 ms
[2020-12-20 13:51:39 main:581] : INFO : Epoch 976 | loss: 0.0311735 | val_loss: 0.0311757 | Time: 2196.24 ms
[2020-12-20 13:51:41 main:581] : INFO : Epoch 977 | loss: 0.0311709 | val_loss: 0.0311702 | Time: 2271.12 ms
[2020-12-20 13:51:44 main:581] : INFO : Epoch 978 | loss: 0.031167 | val_loss: 0.031173 | Time: 2328.56 ms
[2020-12-20 13:51:46 main:581] : INFO : Epoch 979 | loss: 0.0311694 | val_loss: 0.0311686 | Time: 2294.13 ms
[2020-12-20 13:51:48 main:581] : INFO : Epoch 980 | loss: 0.0311709 | val_loss: 0.0311705 | Time: 2367.96 ms
[2020-12-20 13:51:51 main:581] : INFO : Epoch 981 | loss: 0.0311667 | val_loss: 0.0311684 | Time: 2298.43 ms
[2020-12-20 13:51:53 main:581] : INFO : Epoch 982 | loss: 0.0311729 | val_loss: 0.0311686 | Time: 2266.04 ms
[2020-12-20 13:51:55 main:581] : INFO : Epoch 983 | loss: 0.0311681 | val_loss: 0.0311736 | Time: 2148.02 ms
[2020-12-20 13:51:57 main:581] : INFO : Epoch 984 | loss: 0.0311681 | val_loss: 0.0311685 | Time: 2365.07 ms
[2020-12-20 13:52:00 main:581] : INFO : Epoch 985 | loss: 0.0311658 | val_loss: 0.0311681 | Time: 2233.3 ms
[2020-12-20 13:52:02 main:581] : INFO : Epoch 986 | loss: 0.0311662 | val_loss: 0.0311725 | Time: 2273.45 ms
[2020-12-20 13:52:04 main:581] : INFO : Epoch 987 | loss: 0.031166 | val_loss: 0.0311701 | Time: 2258.61 ms
[2020-12-20 13:52:07 main:581] : INFO : Epoch 988 | loss: 0.0311663 | val_loss: 0.0311748 | Time: 2331.69 ms
[2020-12-20 13:52:09 main:581] : INFO : Epoch 989 | loss: 0.0311641 | val_loss: 0.0311826 | Time: 2281.36 ms
[2020-12-20 13:52:11 main:581] : INFO : Epoch 990 | loss: 0.0311748 | val_loss: 0.0311764 | Time: 2278.67 ms
[2020-12-20 13:52:13 main:581] : INFO : Epoch 991 | loss: 0.0311759 | val_loss: 0.0311807 | Time: 2256.09 ms
[2020-12-20 13:52:16 main:581] : INFO : Epoch 992 | loss: 0.031168 | val_loss: 0.0311696 | Time: 2309.2 ms
[2020-12-20 13:52:18 main:581] : INFO : Epoch 993 | loss: 0.0311662 | val_loss: 0.0311669 | Time: 2389.46 ms
[2020-12-20 13:52:21 main:581] : INFO : Epoch 994 | loss: 0.0311646 | val_loss: 0.0311725 | Time: 2396.3 ms
[2020-12-20 13:52:23 main:581] : INFO : Epoch 995 | loss: 0.0311662 | val_loss: 0.0311704 | Time: 2303.19 ms
[2020-12-20 13:52:25 main:581] : INFO : Epoch 996 | loss: 0.0311681 | val_loss: 0.0311747 | Time: 2423.34 ms
[2020-12-20 13:52:28 main:581] : INFO : Epoch 997 | loss: 0.0311653 | val_loss: 0.0311712 | Time: 2322.92 ms
[2020-12-20 13:52:30 main:581] : INFO : Epoch 998 | loss: 0.0311715 | val_loss: 0.0311776 | Time: 2316.2 ms
[2020-12-20 13:52:32 main:581] : INFO : Epoch 999 | loss: 0.0311772 | val_loss: 0.0311723 | Time: 2344.95 ms
[2020-12-20 13:52:35 main:581] : INFO : Epoch 1000 | loss: 0.0311656 | val_loss: 0.0311676 | Time: 2454.72 ms
[2020-12-20 13:52:37 main:581] : INFO : Epoch 1001 | loss: 0.0311686 | val_loss: 0.0311687 | Time: 2446.69 ms
[2020-12-20 13:52:40 main:581] : INFO : Epoch 1002 | loss: 0.0311668 | val_loss: 0.0311667 | Time: 2391.11 ms
[2020-12-20 13:52:42 main:581] : INFO : Epoch 1003 | loss: 0.0311708 | val_loss: 0.0311687 | Time: 2384.92 ms
[2020-12-20 13:52:44 main:581] : INFO : Epoch 1004 | loss: 0.0311639 | val_loss: 0.0311683 | Time: 2383.71 ms
[2020-12-20 13:52:47 main:581] : INFO : Epoch 1005 | loss: 0.0311649 | val_loss: 0.0311657 | Time: 2331.85 ms
[2020-12-20 13:52:49 main:581] : INFO : Epoch 1006 | loss: 0.0311624 | val_loss: 0.0311651 | Time: 2389.46 ms
[2020-12-20 13:52:51 main:581] : INFO : Epoch 1007 | loss: 0.0311614 | val_loss: 0.0311817 | Time: 2465.15 ms
[2020-12-20 13:52:54 main:581] : INFO : Epoch 1008 | loss: 0.0311633 | val_loss: 0.0311663 | Time: 2415.13 ms
[2020-12-20 13:52:56 main:581] : INFO : Epoch 1009 | loss: 0.0311626 | val_loss: 0.0311696 | Time: 2351.18 ms
[2020-12-20 13:52:59 main:581] : INFO : Epoch 1010 | loss: 0.0311614 | val_loss: 0.031166 | Time: 2372.5 ms
[2020-12-20 13:53:01 main:581] : INFO : Epoch 1011 | loss: 0.0311604 | val_loss: 0.031169 | Time: 2371.95 ms
[2020-12-20 13:53:03 main:581] : INFO : Epoch 1012 | loss: 0.0311601 | val_loss: 0.0311654 | Time: 2357.03 ms
[2020-12-20 13:53:06 main:581] : INFO : Epoch 1013 | loss: 0.0311639 | val_loss: 0.0311743 | Time: 2290.02 ms
[2020-12-20 13:53:08 main:581] : INFO : Epoch 1014 | loss: 0.0311768 | val_loss: 0.0311737 | Time: 2355.58 ms
[2020-12-20 13:53:10 main:581] : INFO : Epoch 1015 | loss: 0.0311695 | val_loss: 0.0311704 | Time: 2383.31 ms
[2020-12-20 13:53:13 main:581] : INFO : Epoch 1016 | loss: 0.0311651 | val_loss: 0.0311668 | Time: 2341.47 ms
[2020-12-20 13:53:15 main:581] : INFO : Epoch 1017 | loss: 0.03116 | val_loss: 0.031176 | Time: 2264.19 ms
[2020-12-20 13:53:17 main:581] : INFO : Epoch 1018 | loss: 0.0311701 | val_loss: 0.0311657 | Time: 2391.18 ms
[2020-12-20 13:53:20 main:581] : INFO : Epoch 1019 | loss: 0.031161 | val_loss: 0.0311658 | Time: 2340.05 ms
[2020-12-20 13:53:22 main:581] : INFO : Epoch 1020 | loss: 0.031161 | val_loss: 0.0311633 | Time: 2402.57 ms
[2020-12-20 13:53:25 main:581] : INFO : Epoch 1021 | loss: 0.0311596 | val_loss: 0.0311636 | Time: 2419.4 ms
[2020-12-20 13:53:27 main:581] : INFO : Epoch 1022 | loss: 0.0311579 | val_loss: 0.0311778 | Time: 2378.05 ms
[2020-12-20 13:53:29 main:581] : INFO : Epoch 1023 | loss: 0.0311606 | val_loss: 0.0311796 | Time: 2426.68 ms
[2020-12-20 13:53:32 main:581] : INFO : Epoch 1024 | loss: 0.0311672 | val_loss: 0.0311648 | Time: 2345.27 ms
[2020-12-20 13:53:32 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311648
[2020-12-20 13:53:32 main:610] : INFO : Saving end state to config to file
[2020-12-20 13:53:32 main:615] : INFO : Success, exiting..
13:53:32 (3034): 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)