Task 3323452
| Name | ParityModified-1606530639-4627-5_1 |
| Workunit | 1582976 |
| Created | 18 Dec 2020, 2:42:57 UTC |
| Sent | 18 Dec 2020, 5:38:10 UTC |
| Report deadline | 25 Dec 2020, 5:38:10 UTC |
| Received | 18 Dec 2020, 6:17:45 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5042 |
| Run time | 39 min 14 sec |
| CPU time | 38 min 44 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 8,191.81 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.67 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> poch 514 | loss: 0.0311235 | val_loss: 0.0311715 | Time: 2273.96 ms [2020-12-18 06:57:57 main:574] : INFO : Epoch 515 | loss: 0.0311225 | val_loss: 0.0311674 | Time: 2263.65 ms [2020-12-18 06:57:59 main:574] : INFO : Epoch 516 | loss: 0.0311232 | val_loss: 0.0311687 | Time: 2275.95 ms [2020-12-18 06:58:01 main:574] : INFO : Epoch 517 | loss: 0.0311296 | val_loss: 0.0311678 | Time: 2276.77 ms [2020-12-18 06:58:03 main:574] : INFO : Epoch 518 | loss: 0.0311488 | val_loss: 0.0311707 | Time: 2317.85 ms [2020-12-18 06:58:06 main:574] : INFO : Epoch 519 | loss: 0.0311492 | val_loss: 0.0311655 | Time: 2302.59 ms [2020-12-18 06:58:08 main:574] : INFO : Epoch 520 | loss: 0.0311434 | val_loss: 0.0311641 | Time: 2355.95 ms [2020-12-18 06:58:10 main:574] : INFO : Epoch 521 | loss: 0.0311421 | val_loss: 0.031164 | Time: 2282.49 ms [2020-12-18 06:58:13 main:574] : INFO : Epoch 522 | loss: 0.0311392 | val_loss: 0.0311671 | Time: 2333.75 ms [2020-12-18 06:58:15 main:574] : INFO : Epoch 523 | loss: 0.0311386 | val_loss: 0.0311623 | Time: 2356.91 ms [2020-12-18 06:58:17 main:574] : INFO : Epoch 524 | loss: 0.0311384 | val_loss: 0.0311673 | Time: 2235.92 ms [2020-12-18 06:58:20 main:574] : INFO : Epoch 525 | loss: 0.0311368 | val_loss: 0.0311673 | Time: 2338.23 ms [2020-12-18 06:58:22 main:574] : INFO : Epoch 526 | loss: 0.0311387 | val_loss: 0.0311617 | Time: 2309.46 ms [2020-12-18 06:58:24 main:574] : INFO : Epoch 527 | loss: 0.031141 | val_loss: 0.0311678 | Time: 2300.47 ms [2020-12-18 06:58:27 main:574] : INFO : Epoch 528 | loss: 0.0311422 | val_loss: 0.0311703 | Time: 2284.25 ms [2020-12-18 06:58:29 main:574] : INFO : Epoch 529 | loss: 0.0311386 | val_loss: 0.0311651 | Time: 2316.51 ms [2020-12-18 06:58:31 main:574] : INFO : Epoch 530 | loss: 0.0311354 | val_loss: 0.0311629 | Time: 2322.86 ms [2020-12-18 06:58:34 main:574] : INFO : Epoch 531 | loss: 0.0311316 | val_loss: 0.0311612 | Time: 2330.29 ms [2020-12-18 06:58:36 main:574] : INFO : Epoch 532 | loss: 0.03113 | val_loss: 0.0311662 | Time: 2334.75 ms [2020-12-18 06:58:38 main:574] : INFO : Epoch 533 | loss: 0.0311304 | val_loss: 0.0311694 | Time: 2326.58 ms [2020-12-18 06:58:41 main:574] : INFO : Epoch 534 | loss: 0.0311377 | val_loss: 0.0311617 | Time: 2294.69 ms [2020-12-18 06:58:43 main:574] : INFO : Epoch 535 | loss: 0.0311423 | val_loss: 0.0311656 | Time: 2308.12 ms [2020-12-18 06:58:45 main:574] : INFO : Epoch 536 | loss: 0.0311458 | val_loss: 0.0311621 | Time: 2344.92 ms [2020-12-18 06:58:48 main:574] : INFO : Epoch 537 | loss: 0.0311402 | val_loss: 0.031164 | Time: 2313.46 ms [2020-12-18 06:58:50 main:574] : INFO : Epoch 538 | loss: 0.031137 | val_loss: 0.0311623 | Time: 2293.82 ms [2020-12-18 06:58:52 main:574] : INFO : Epoch 539 | loss: 0.0311364 | val_loss: 0.0311743 | Time: 2314.37 ms [2020-12-18 06:58:55 main:574] : INFO : Epoch 540 | loss: 0.0311338 | val_loss: 0.0311677 | Time: 2305.27 ms [2020-12-18 06:58:57 main:574] : INFO : Epoch 541 | loss: 0.0311354 | val_loss: 0.0311651 | Time: 2325.04 ms [2020-12-18 06:58:59 main:574] : INFO : Epoch 542 | loss: 0.0311328 | val_loss: 0.0311651 | Time: 2320.28 ms [2020-12-18 06:59:02 main:574] : INFO : Epoch 543 | loss: 0.0311289 | val_loss: 0.0311625 | Time: 2310.04 ms [2020-12-18 06:59:04 main:574] : INFO : Epoch 544 | loss: 0.0311292 | val_loss: 0.0311631 | Time: 2320.07 ms [2020-12-18 06:59:06 main:574] : INFO : Epoch 545 | loss: 0.0311282 | val_loss: 0.0311642 | Time: 2331.2 ms [2020-12-18 06:59:09 main:574] : INFO : Epoch 546 | loss: 0.0311304 | val_loss: 0.0311674 | Time: 2319.3 ms [2020-12-18 06:59:11 main:574] : INFO : Epoch 547 | loss: 0.0311309 | val_loss: 0.0311642 | Time: 2336.48 ms [2020-12-18 06:59:13 main:574] : INFO : Epoch 548 | loss: 0.0311394 | val_loss: 0.0311599 | Time: 2327.2 ms [2020-12-18 06:59:16 main:574] : INFO : Epoch 549 | loss: 0.0311462 | val_loss: 0.0311608 | Time: 2330.27 ms [2020-12-18 06:59:18 main:574] : INFO : Epoch 550 | loss: 0.0311455 | val_loss: 0.0311645 | Time: 2313.17 ms [2020-12-18 06:59:20 main:574] : INFO : Epoch 551 | loss: 0.031143 | val_loss: 0.0311633 | Time: 2378.64 ms [2020-12-18 06:59:23 main:574] : INFO : Epoch 552 | loss: 0.0311418 | val_loss: 0.0311642 | Time: 2321.58 ms [2020-12-18 06:59:25 main:574] : INFO : Epoch 553 | loss: 0.0311406 | val_loss: 0.0311646 | Time: 2337.41 ms [2020-12-18 06:59:27 main:574] : INFO : Epoch 554 | loss: 0.0311383 | val_loss: 0.031167 | Time: 2323.63 ms [2020-12-18 06:59:30 main:574] : INFO : Epoch 555 | loss: 0.0311395 | val_loss: 0.0311693 | Time: 2314.99 ms [2020-12-18 06:59:32 main:574] : INFO : Epoch 556 | loss: 0.0311374 | val_loss: 0.0311649 | Time: 2327.45 ms [2020-12-18 06:59:34 main:574] : INFO : Epoch 557 | loss: 0.0311377 | val_loss: 0.0311639 | Time: 2303.83 ms [2020-12-18 06:59:37 main:574] : INFO : Epoch 558 | loss: 0.0311367 | val_loss: 0.0311663 | Time: 2326.4 ms [2020-12-18 06:59:39 main:574] : INFO : Epoch 559 | loss: 0.0311373 | val_loss: 0.0311681 | Time: 2297.73 ms [2020-12-18 06:59:41 main:574] : INFO : Epoch 560 | loss: 0.0311362 | val_loss: 0.031165 | Time: 2321.38 ms [2020-12-18 06:59:44 main:574] : INFO : Epoch 561 | loss: 0.0311347 | val_loss: 0.0311665 | Time: 2293.24 ms [2020-12-18 06:59:46 main:574] : INFO : Epoch 562 | loss: 0.0311328 | val_loss: 0.0311654 | Time: 2294.36 ms [2020-12-18 06:59:48 main:574] : INFO : Epoch 563 | loss: 0.0311319 | val_loss: 0.0311703 | Time: 2246.8 ms [2020-12-18 06:59:51 main:574] : INFO : Epoch 564 | loss: 0.0311313 | val_loss: 0.0311695 | Time: 2288.51 ms [2020-12-18 06:59:53 main:574] : INFO : Epoch 565 | loss: 0.0311313 | val_loss: 0.0311788 | Time: 2294.39 ms [2020-12-18 06:59:55 main:574] : INFO : Epoch 566 | loss: 0.0311349 | val_loss: 0.0311662 | Time: 2263.66 ms [2020-12-18 06:59:57 main:574] : INFO : Epoch 567 | loss: 0.0311325 | val_loss: 0.0311687 | Time: 2288.25 ms [2020-12-18 07:00:00 main:574] : INFO : Epoch 568 | loss: 0.0311298 | val_loss: 0.0311671 | Time: 2268.63 ms [2020-12-18 07:00:02 main:574] : INFO : Epoch 569 | loss: 0.0311298 | val_loss: 0.0311715 | Time: 2306.31 ms [2020-12-18 07:00:04 main:574] : INFO : Epoch 570 | loss: 0.0311301 | val_loss: 0.0311716 | Time: 2243.78 ms [2020-12-18 07:00:07 main:574] : INFO : Epoch 571 | loss: 0.0311303 | val_loss: 0.0311708 | Time: 2273.95 ms [2020-12-18 07:00:09 main:574] : INFO : Epoch 572 | loss: 0.0311281 | val_loss: 0.0311678 | Time: 2280.95 ms [2020-12-18 07:00:11 main:574] : INFO : Epoch 573 | loss: 0.0311285 | val_loss: 0.0311736 | Time: 2286.2 ms [2020-12-18 07:00:13 main:574] : INFO : Epoch 574 | loss: 0.0311266 | val_loss: 0.0311693 | Time: 2256.76 ms [2020-12-18 07:00:16 main:574] : INFO : Epoch 575 | loss: 0.0311263 | val_loss: 0.0311704 | Time: 2272.02 ms [2020-12-18 07:00:18 main:574] : INFO : Epoch 576 | loss: 0.0311274 | val_loss: 0.0311691 | Time: 2272.23 ms [2020-12-18 07:00:20 main:574] : INFO : Epoch 577 | loss: 0.031127 | val_loss: 0.031168 | Time: 2267.61 ms [2020-12-18 07:00:22 main:574] : INFO : Epoch 578 | loss: 0.0311259 | val_loss: 0.0311672 | Time: 2251.28 ms [2020-12-18 07:00:25 main:574] : INFO : Epoch 579 | loss: 0.0311287 | val_loss: 0.0311692 | Time: 2263.17 ms [2020-12-18 07:00:27 main:574] : INFO : Epoch 580 | loss: 0.0311251 | val_loss: 0.03117 | Time: 2303 ms [2020-12-18 07:00:29 main:574] : INFO : Epoch 581 | loss: 0.0311231 | val_loss: 0.031168 | Time: 2300.82 ms [2020-12-18 07:00:32 main:574] : INFO : Epoch 582 | loss: 0.0311267 | val_loss: 0.0311681 | Time: 2315.94 ms [2020-12-18 07:00:34 main:574] : INFO : Epoch 583 | loss: 0.0311283 | val_loss: 0.0311691 | Time: 2278.6 ms [2020-12-18 07:00:36 main:574] : INFO : Epoch 584 | loss: 0.031132 | val_loss: 0.0311687 | Time: 2300.16 ms [2020-12-18 07:00:39 main:574] : INFO : Epoch 585 | loss: 0.0311307 | val_loss: 0.0311687 | Time: 2272.04 ms [2020-12-18 07:00:41 main:574] : INFO : Epoch 586 | loss: 0.0311294 | val_loss: 0.0311704 | Time: 2322.86 ms [2020-12-18 07:00:43 main:574] : INFO : Epoch 587 | loss: 0.0311279 | val_loss: 0.0311747 | Time: 2293.61 ms [2020-12-18 07:00:46 main:574] : INFO : Epoch 588 | loss: 0.0311314 | val_loss: 0.0311781 | Time: 2303.4 ms [2020-12-18 07:00:48 main:574] : INFO : Epoch 589 | loss: 0.0318278 | val_loss: 0.0338127 | Time: 2316.84 ms [2020-12-18 07:00:50 main:574] : INFO : Epoch 590 | loss: 0.0333267 | val_loss: 0.0318033 | Time: 2264.67 ms [2020-12-18 07:00:52 main:574] : INFO : Epoch 591 | loss: 0.0316286 | val_loss: 0.031307 | Time: 2284.27 ms [2020-12-18 07:00:55 main:574] : INFO : Epoch 592 | loss: 0.0312556 | val_loss: 0.0311983 | Time: 2280.66 ms [2020-12-18 07:00:57 main:574] : INFO : Epoch 593 | loss: 0.0311862 | val_loss: 0.0311851 | Time: 2319.3 ms [2020-12-18 07:00:59 main:574] : INFO : Epoch 594 | loss: 0.0311686 | val_loss: 0.0311737 | Time: 2269.85 ms [2020-12-18 07:01:02 main:574] : INFO : Epoch 595 | loss: 0.0311627 | val_loss: 0.03117 | Time: 2318.16 ms [2020-12-18 07:01:04 main:574] : INFO : Epoch 596 | loss: 0.0311596 | val_loss: 0.0311692 | Time: 2305.74 ms [2020-12-18 07:01:06 main:574] : INFO : Epoch 597 | loss: 0.0311597 | val_loss: 0.0311694 | Time: 2321.11 ms [2020-12-18 07:01:09 main:574] : INFO : Epoch 598 | loss: 0.0311539 | val_loss: 0.0311682 | Time: 2316.08 ms [2020-12-18 07:01:11 main:574] : INFO : Epoch 599 | loss: 0.0311492 | val_loss: 0.0311672 | Time: 2301.65 ms [2020-12-18 07:01:13 main:574] : INFO : Epoch 600 | loss: 0.0311466 | val_loss: 0.0311666 | Time: 2311.05 ms [2020-12-18 07:01:16 main:574] : INFO : Epoch 601 | loss: 0.0311479 | val_loss: 0.0311738 | Time: 2305.53 ms [2020-12-18 07:01:18 main:574] : INFO : Epoch 602 | loss: 0.0311451 | val_loss: 0.0311659 | Time: 2291.53 ms [2020-12-18 07:01:20 main:574] : INFO : Epoch 603 | loss: 0.0311415 | val_loss: 0.0311643 | Time: 2316.65 ms [2020-12-18 07:01:23 main:574] : INFO : Epoch 604 | loss: 0.0311408 | val_loss: 0.031164 | Time: 2298.93 ms [2020-12-18 07:01:25 main:574] : INFO : Epoch 605 | loss: 0.0311382 | val_loss: 0.0311631 | Time: 2301.27 ms [2020-12-18 07:01:27 main:574] : INFO : Epoch 606 | loss: 0.0311382 | val_loss: 0.0311641 | Time: 2280.75 ms [2020-12-18 07:01:29 main:574] : INFO : Epoch 607 | loss: 0.031139 | val_loss: 0.0311668 | Time: 2254.03 ms [2020-12-18 07:01:32 main:574] : INFO : Epoch 608 | loss: 0.0311435 | val_loss: 0.0311662 | Time: 2275.75 ms [2020-12-18 07:01:34 main:574] : INFO : Epoch 609 | loss: 0.0311376 | val_loss: 0.0311645 | Time: 2296.47 ms [2020-12-18 07:01:36 main:574] : INFO : Epoch 610 | loss: 0.0311426 | val_loss: 0.0311658 | Time: 2306.08 ms [2020-12-18 07:01:39 main:574] : INFO : Epoch 611 | loss: 0.0311489 | val_loss: 0.0311665 | Time: 2295.37 ms [2020-12-18 07:01:41 main:574] : INFO : Epoch 612 | loss: 0.0311454 | val_loss: 0.0311661 | Time: 2305.61 ms [2020-12-18 07:01:43 main:574] : INFO : Epoch 613 | loss: 0.0311424 | val_loss: 0.0311659 | Time: 2288.42 ms [2020-12-18 07:01:46 main:574] : INFO : Epoch 614 | loss: 0.0311438 | val_loss: 0.0311671 | Time: 2284.04 ms [2020-12-18 07:01:48 main:574] : INFO : Epoch 615 | loss: 0.0311408 | val_loss: 0.0311635 | Time: 2286.02 ms [2020-12-18 07:01:50 main:574] : INFO : Epoch 616 | loss: 0.0311385 | val_loss: 0.0311665 | Time: 2306.02 ms [2020-12-18 07:01:52 main:574] : INFO : Epoch 617 | loss: 0.0311382 | val_loss: 0.0311662 | Time: 2289.78 ms [2020-12-18 07:01:55 main:574] : INFO : Epoch 618 | loss: 0.0311376 | val_loss: 0.0311654 | Time: 2282.05 ms [2020-12-18 07:01:57 main:574] : INFO : Epoch 619 | loss: 0.0311371 | val_loss: 0.0311734 | Time: 2263.57 ms [2020-12-18 07:01:59 main:574] : INFO : Epoch 620 | loss: 0.0311393 | val_loss: 0.0311654 | Time: 2292.91 ms [2020-12-18 07:02:02 main:574] : INFO : Epoch 621 | loss: 0.0311356 | val_loss: 0.0311654 | Time: 2309.84 ms [2020-12-18 07:02:04 main:574] : INFO : Epoch 622 | loss: 0.0311341 | val_loss: 0.0311691 | Time: 2305.03 ms [2020-12-18 07:02:06 main:574] : INFO : Epoch 623 | loss: 0.0311346 | val_loss: 0.0311682 | Time: 2299.25 ms [2020-12-18 07:02:09 main:574] : INFO : Epoch 624 | loss: 0.0311341 | val_loss: 0.0311724 | Time: 2270.64 ms [2020-12-18 07:02:11 main:574] : INFO : Epoch 625 | loss: 0.0311343 | val_loss: 0.0311689 | Time: 2280.13 ms [2020-12-18 07:02:13 main:574] : INFO : Epoch 626 | loss: 0.0311319 | val_loss: 0.0311674 | Time: 2307.02 ms [2020-12-18 07:02:16 main:574] : INFO : Epoch 627 | loss: 0.031131 | val_loss: 0.0311686 | Time: 2324.45 ms [2020-12-18 07:02:18 main:574] : INFO : Epoch 628 | loss: 0.0311296 | val_loss: 0.0311695 | Time: 2320.26 ms [2020-12-18 07:02:20 main:574] : INFO : Epoch 629 | loss: 0.0311315 | val_loss: 0.0311689 | Time: 2308.72 ms [2020-12-18 07:02:22 main:574] : INFO : Epoch 630 | loss: 0.0311304 | val_loss: 0.0311676 | Time: 2293.46 ms [2020-12-18 07:02:25 main:574] : INFO : Epoch 631 | loss: 0.0311295 | val_loss: 0.0311669 | Time: 2307.26 ms [2020-12-18 07:02:27 main:574] : INFO : Epoch 632 | loss: 0.0311296 | val_loss: 0.0311678 | Time: 2311.15 ms [2020-12-18 07:02:29 main:574] : INFO : Epoch 633 | loss: 0.0311284 | val_loss: 0.0311691 | Time: 2282.34 ms [2020-12-18 07:02:32 main:574] : INFO : Epoch 634 | loss: 0.0311336 | val_loss: 0.0311705 | Time: 2307.37 ms [2020-12-18 07:02:34 main:574] : INFO : Epoch 635 | loss: 0.0311374 | val_loss: 0.0311677 | Time: 2265.2 ms [2020-12-18 07:02:36 main:574] : INFO : Epoch 636 | loss: 0.0311355 | val_loss: 0.0311669 | Time: 2302.94 ms [2020-12-18 07:02:39 main:574] : INFO : Epoch 637 | loss: 0.0311338 | val_loss: 0.0311692 | Time: 2282.12 ms [2020-12-18 07:02:41 main:574] : INFO : Epoch 638 | loss: 0.0311338 | val_loss: 0.031167 | Time: 2270.64 ms [2020-12-18 07:02:43 main:574] : INFO : Epoch 639 | loss: 0.0311308 | val_loss: 0.0311659 | Time: 2272.49 ms [2020-12-18 07:02:46 main:574] : INFO : Epoch 640 | loss: 0.0311349 | val_loss: 0.0311659 | Time: 2306.82 ms [2020-12-18 07:02:48 main:574] : INFO : Epoch 641 | loss: 0.0311334 | val_loss: 0.0311681 | Time: 2288.47 ms [2020-12-18 07:02:50 main:574] : INFO : Epoch 642 | loss: 0.0311315 | val_loss: 0.0311694 | Time: 2332.74 ms [2020-12-18 07:02:52 main:574] : INFO : Epoch 643 | loss: 0.0311302 | val_loss: 0.0311663 | Time: 2274.64 ms [2020-12-18 07:02:55 main:574] : INFO : Epoch 644 | loss: 0.0311303 | val_loss: 0.0311705 | Time: 2283.64 ms [2020-12-18 07:02:57 main:574] : INFO : Epoch 645 | loss: 0.0311296 | val_loss: 0.0311675 | Time: 2287.22 ms [2020-12-18 07:02:59 main:574] : INFO : Epoch 646 | loss: 0.0311307 | val_loss: 0.0311703 | Time: 2278.33 ms [2020-12-18 07:03:02 main:574] : INFO : Epoch 647 | loss: 0.0311311 | val_loss: 0.0311767 | Time: 2298.26 ms [2020-12-18 07:03:04 main:574] : INFO : Epoch 648 | loss: 0.0311324 | val_loss: 0.0311669 | Time: 2262.36 ms [2020-12-18 07:03:06 main:574] : INFO : Epoch 649 | loss: 0.0311288 | val_loss: 0.0311673 | Time: 2290.45 ms [2020-12-18 07:03:09 main:574] : INFO : Epoch 650 | loss: 0.0311312 | val_loss: 0.0311645 | Time: 2326.1 ms [2020-12-18 07:03:11 main:574] : INFO : Epoch 651 | loss: 0.0311288 | val_loss: 0.0311686 | Time: 2253.16 ms [2020-12-18 07:03:13 main:574] : INFO : Epoch 652 | loss: 0.031129 | val_loss: 0.031165 | Time: 2305.96 ms [2020-12-18 07:03:15 main:574] : INFO : Epoch 653 | loss: 0.0311266 | val_loss: 0.0311676 | Time: 2288.07 ms [2020-12-18 07:03:18 main:574] : INFO : Epoch 654 | loss: 0.0311246 | val_loss: 0.0311694 | Time: 2292.97 ms [2020-12-18 07:03:20 main:574] : INFO : Epoch 655 | loss: 0.0311293 | val_loss: 0.0311656 | Time: 2295.17 ms [2020-12-18 07:03:22 main:574] : INFO : Epoch 656 | loss: 0.0311264 | val_loss: 0.0311639 | Time: 2288.93 ms [2020-12-18 07:03:25 main:574] : INFO : Epoch 657 | loss: 0.0311266 | val_loss: 0.0311641 | Time: 2332.4 ms [2020-12-18 07:03:27 main:574] : INFO : Epoch 658 | loss: 0.031125 | val_loss: 0.0311682 | Time: 2273.5 ms [2020-12-18 07:03:29 main:574] : INFO : Epoch 659 | loss: 0.0311263 | val_loss: 0.0311686 | Time: 2301.4 ms [2020-12-18 07:03:32 main:574] : INFO : Epoch 660 | loss: 0.0311272 | val_loss: 0.0311695 | Time: 2278.17 ms [2020-12-18 07:03:34 main:574] : INFO : Epoch 661 | loss: 0.0311289 | val_loss: 0.0311706 | Time: 2268.86 ms [2020-12-18 07:03:36 main:574] : INFO : Epoch 662 | loss: 0.031131 | val_loss: 0.0311672 | Time: 2306.08 ms [2020-12-18 07:03:38 main:574] : INFO : Epoch 663 | loss: 0.0311311 | val_loss: 0.03117 | Time: 2297.98 ms [2020-12-18 07:03:41 main:574] : INFO : Epoch 664 | loss: 0.0311318 | val_loss: 0.0311692 | Time: 2273.83 ms [2020-12-18 07:03:43 main:574] : INFO : Epoch 665 | loss: 0.0311308 | val_loss: 0.031164 | Time: 2284.67 ms [2020-12-18 07:03:45 main:574] : INFO : Epoch 666 | loss: 0.0311298 | val_loss: 0.0311667 | Time: 2307.42 ms [2020-12-18 07:03:48 main:574] : INFO : Epoch 667 | loss: 0.031129 | val_loss: 0.031166 | Time: 2298.24 ms [2020-12-18 07:03:50 main:574] : INFO : Epoch 668 | loss: 0.0311279 | val_loss: 0.0311685 | Time: 2299.61 ms [2020-12-18 07:03:52 main:574] : INFO : Epoch 669 | loss: 0.0311269 | val_loss: 0.0311679 | Time: 2280.94 ms [2020-12-18 07:03:55 main:574] : INFO : Epoch 670 | loss: 0.031126 | val_loss: 0.0311677 | Time: 2292.35 ms [2020-12-18 07:03:57 main:574] : INFO : Epoch 671 | loss: 0.0311257 | val_loss: 0.0311728 | Time: 2289.03 ms [2020-12-18 07:03:59 main:574] : INFO : Epoch 672 | loss: 0.0311288 | val_loss: 0.0311713 | Time: 2281.59 ms [2020-12-18 07:04:02 main:574] : INFO : Epoch 673 | loss: 0.0311299 | val_loss: 0.0311681 | Time: 2292.89 ms [2020-12-18 07:04:04 main:574] : INFO : Epoch 674 | loss: 0.0311296 | val_loss: 0.0311772 | Time: 2269.52 ms [2020-12-18 07:04:06 main:574] : INFO : Epoch 675 | loss: 0.0311292 | val_loss: 0.0311704 | Time: 2275.68 ms [2020-12-18 07:04:08 main:574] : INFO : Epoch 676 | loss: 0.0311302 | val_loss: 0.0311757 | Time: 2296.3 ms [2020-12-18 07:04:11 main:574] : INFO : Epoch 677 | loss: 0.0311262 | val_loss: 0.0311704 | Time: 2274.06 ms [2020-12-18 07:04:13 main:574] : INFO : Epoch 678 | loss: 0.031126 | val_loss: 0.0311725 | Time: 2279.15 ms [2020-12-18 07:04:15 main:574] : INFO : Epoch 679 | loss: 0.0311284 | val_loss: 0.0311688 | Time: 2309.63 ms [2020-12-18 07:04:18 main:574] : INFO : Epoch 680 | loss: 0.0311267 | val_loss: 0.0311623 | Time: 2280.25 ms [2020-12-18 07:04:20 main:574] : INFO : Epoch 681 | loss: 0.0311258 | val_loss: 0.0311686 | Time: 2293.24 ms [2020-12-18 07:04:22 main:574] : INFO : Epoch 682 | loss: 0.0311247 | val_loss: 0.03117 | Time: 2313.07 ms [2020-12-18 07:04:25 main:574] : INFO : Epoch 683 | loss: 0.0311241 | val_loss: 0.0311731 | Time: 2323.6 ms [2020-12-18 07:04:27 main:574] : INFO : Epoch 684 | loss: 0.0311285 | val_loss: 0.0311766 | Time: 2270.48 ms [2020-12-18 07:04:29 main:574] : INFO : Epoch 685 | loss: 0.0311297 | val_loss: 0.0311719 | Time: 2277.03 ms [2020-12-18 07:04:31 main:574] : INFO : Epoch 686 | loss: 0.0311298 | val_loss: 0.0311752 | Time: 2252.03 ms [2020-12-18 07:04:34 main:574] : INFO : Epoch 687 | loss: 0.0311343 | val_loss: 0.031169 | Time: 2263.17 ms [2020-12-18 07:04:36 main:574] : INFO : Epoch 688 | loss: 0.0311323 | val_loss: 0.0311684 | Time: 2272.77 ms [2020-12-18 07:04:38 main:574] : INFO : Epoch 689 | loss: 0.0311307 | val_loss: 0.031168 | Time: 2343.61 ms [2020-12-18 07:04:41 main:574] : INFO : Epoch 690 | loss: 0.0311308 | val_loss: 0.0311686 | Time: 2254.89 ms [2020-12-18 07:04:43 main:574] : INFO : Epoch 691 | loss: 0.0311271 | val_loss: 0.0311696 | Time: 2267.07 ms [2020-12-18 07:04:45 main:574] : INFO : Epoch 692 | loss: 0.0311255 | val_loss: 0.0311716 | Time: 2303.23 ms [2020-12-18 07:04:47 main:574] : INFO : Epoch 693 | loss: 0.0311256 | val_loss: 0.0311692 | Time: 2305.97 ms [2020-12-18 07:04:50 main:574] : INFO : Epoch 694 | loss: 0.0311297 | val_loss: 0.0311721 | Time: 2266.05 ms [2020-12-18 07:04:52 main:574] : INFO : Epoch 695 | loss: 0.0311351 | val_loss: 0.0311714 | Time: 2252.1 ms [2020-12-18 07:04:54 main:574] : INFO : Epoch 696 | loss: 0.0311332 | val_loss: 0.0311753 | Time: 2247.09 ms [2020-12-18 07:04:57 main:574] : INFO : Epoch 697 | loss: 0.0311329 | val_loss: 0.0311697 | Time: 2267.91 ms [2020-12-18 07:04:59 main:574] : INFO : Epoch 698 | loss: 0.031132 | val_loss: 0.0311741 | Time: 2276.28 ms [2020-12-18 07:05:01 main:574] : INFO : Epoch 699 | loss: 0.0311298 | val_loss: 0.0311683 | Time: 2287.02 ms [2020-12-18 07:05:03 main:574] : INFO : Epoch 700 | loss: 0.0311277 | val_loss: 0.0311735 | Time: 2279.64 ms [2020-12-18 07:05:06 main:574] : INFO : Epoch 701 | loss: 0.0311281 | val_loss: 0.0311728 | Time: 2251.11 ms [2020-12-18 07:05:08 main:574] : INFO : Epoch 702 | loss: 0.0311291 | val_loss: 0.0311748 | Time: 2314.03 ms [2020-12-18 07:05:10 main:574] : INFO : Epoch 703 | loss: 0.0311308 | val_loss: 0.0311714 | Time: 2266.72 ms [2020-12-18 07:05:13 main:574] : INFO : Epoch 704 | loss: 0.031127 | val_loss: 0.0311745 | Time: 2287.12 ms [2020-12-18 07:05:15 main:574] : INFO : Epoch 705 | loss: 0.0311282 | val_loss: 0.0311757 | Time: 2272.4 ms [2020-12-18 07:05:17 main:574] : INFO : Epoch 706 | loss: 0.031129 | val_loss: 0.0311772 | Time: 2274.37 ms [2020-12-18 07:05:19 main:574] : INFO : Epoch 707 | loss: 0.0311257 | val_loss: 0.0311681 | Time: 2253.82 ms [2020-12-18 07:05:22 main:574] : INFO : Epoch 708 | loss: 0.0311246 | val_loss: 0.0311755 | Time: 2298.39 ms [2020-12-18 07:05:24 main:574] : INFO : Epoch 709 | loss: 0.0311273 | val_loss: 0.0311803 | Time: 2281.76 ms [2020-12-18 07:05:26 main:574] : INFO : Epoch 710 | loss: 0.0311317 | val_loss: 0.0311765 | Time: 2264.51 ms [2020-12-18 07:05:29 main:574] : INFO : Epoch 711 | loss: 0.0311365 | val_loss: 0.0311715 | Time: 2276.97 ms [2020-12-18 07:05:31 main:574] : INFO : Epoch 712 | loss: 0.03114 | val_loss: 0.0311732 | Time: 2254.58 ms [2020-12-18 07:05:33 main:574] : INFO : Epoch 713 | loss: 0.0311432 | val_loss: 0.0311638 | Time: 2267.35 ms [2020-12-18 07:05:35 main:574] : INFO : Epoch 714 | loss: 0.0311356 | val_loss: 0.0311629 | Time: 2268.15 ms [2020-12-18 07:05:38 main:574] : INFO : Epoch 715 | loss: 0.0311336 | val_loss: 0.0311641 | Time: 2280.57 ms [2020-12-18 07:05:40 main:574] : INFO : Epoch 716 | loss: 0.0311319 | val_loss: 0.0311665 | Time: 2294.25 ms [2020-12-18 07:05:42 main:574] : INFO : Epoch 717 | loss: 0.031131 | val_loss: 0.0311632 | Time: 2298.66 ms [2020-12-18 07:05:45 main:574] : INFO : Epoch 718 | loss: 0.0311339 | val_loss: 0.0311703 | Time: 2277.77 ms [2020-12-18 07:05:47 main:574] : INFO : Epoch 719 | loss: 0.0311324 | val_loss: 0.031162 | Time: 2293.14 ms [2020-12-18 07:05:49 main:574] : INFO : Epoch 720 | loss: 0.0311309 | val_loss: 0.031164 | Time: 2302.74 ms [2020-12-18 07:05:52 main:574] : INFO : Epoch 721 | loss: 0.0311316 | val_loss: 0.0311681 | Time: 2281.96 ms [2020-12-18 07:05:54 main:574] : INFO : Epoch 722 | loss: 0.031132 | val_loss: 0.0311748 | Time: 2256.44 ms [2020-12-18 07:05:56 main:574] : INFO : Epoch 723 | loss: 0.0311298 | val_loss: 0.0311712 | Time: 2245.96 ms [2020-12-18 07:05:58 main:574] : INFO : Epoch 724 | loss: 0.0311259 | val_loss: 0.0311719 | Time: 2403.5 ms [2020-12-18 07:06:01 main:574] : INFO : Epoch 725 | loss: 0.0311283 | val_loss: 0.0311736 | Time: 2243.91 ms [2020-12-18 07:06:03 main:574] : INFO : Epoch 726 | loss: 0.0311262 | val_loss: 0.0311735 | Time: 2286.48 ms [2020-12-18 07:06:05 main:574] : INFO : Epoch 727 | loss: 0.0311267 | val_loss: 0.0311666 | Time: 2263.69 ms [2020-12-18 07:06:08 main:574] : INFO : Epoch 728 | loss: 0.0311269 | val_loss: 0.0311711 | Time: 2279.39 ms [2020-12-18 07:06:10 main:574] : INFO : Epoch 729 | loss: 0.0311264 | val_loss: 0.0311699 | Time: 2315.22 ms [2020-12-18 07:06:12 main:574] : INFO : Epoch 730 | loss: 0.0311265 | val_loss: 0.031172 | Time: 2292.52 ms [2020-12-18 07:06:15 main:574] : INFO : Epoch 731 | loss: 0.031126 | val_loss: 0.0311704 | Time: 2261.34 ms [2020-12-18 07:06:17 main:574] : INFO : Epoch 732 | loss: 0.0311242 | val_loss: 0.0311684 | Time: 2322.61 ms [2020-12-18 07:06:19 main:574] : INFO : Epoch 733 | loss: 0.0311278 | val_loss: 0.0311734 | Time: 2278.02 ms [2020-12-18 07:06:21 main:574] : INFO : Epoch 734 | loss: 0.0311253 | val_loss: 0.031175 | Time: 2272.66 ms [2020-12-18 07:06:24 main:574] : INFO : Epoch 735 | loss: 0.0311243 | val_loss: 0.0311707 | Time: 2313.77 ms [2020-12-18 07:06:26 main:574] : INFO : Epoch 736 | loss: 0.0311236 | val_loss: 0.0311698 | Time: 2286.79 ms [2020-12-18 07:06:28 main:574] : INFO : Epoch 737 | loss: 0.0311257 | val_loss: 0.0311796 | Time: 2280.48 ms [2020-12-18 07:06:31 main:574] : INFO : Epoch 738 | loss: 0.0311253 | val_loss: 0.0311716 | Time: 2285.63 ms [2020-12-18 07:06:33 main:574] : INFO : Epoch 739 | loss: 0.0311248 | val_loss: 0.0311726 | Time: 2309.65 ms [2020-12-18 07:06:35 main:574] : INFO : Epoch 740 | loss: 0.0311212 | val_loss: 0.0311699 | Time: 2377.99 ms [2020-12-18 07:06:38 main:574] : INFO : Epoch 741 | loss: 0.0311215 | val_loss: 0.0311695 | Time: 2263.45 ms [2020-12-18 07:06:40 main:574] : INFO : Epoch 742 | loss: 0.0311221 | val_loss: 0.0311712 | Time: 2302.86 ms [2020-12-18 07:06:42 main:574] : INFO : Epoch 743 | loss: 0.031125 | val_loss: 0.0311746 | Time: 2278.96 ms [2020-12-18 07:06:45 main:574] : INFO : Epoch 744 | loss: 0.031127 | val_loss: 0.0311743 | Time: 2313.33 ms [2020-12-18 07:06:47 main:574] : INFO : Epoch 745 | loss: 0.0311264 | val_loss: 0.0311748 | Time: 2287.77 ms [2020-12-18 07:06:49 main:574] : INFO : Epoch 746 | loss: 0.0311231 | val_loss: 0.031172 | Time: 2303.85 ms [2020-12-18 07:06:51 main:574] : INFO : Epoch 747 | loss: 0.031122 | val_loss: 0.0311749 | Time: 2290.93 ms [2020-12-18 07:06:54 main:574] : INFO : Epoch 748 | loss: 0.0311184 | val_loss: 0.0311728 | Time: 2284.02 ms [2020-12-18 07:06:56 main:574] : INFO : Epoch 749 | loss: 0.0311186 | val_loss: 0.0311736 | Time: 2314.97 ms [2020-12-18 07:06:58 main:574] : INFO : Epoch 750 | loss: 0.0311186 | val_loss: 0.0311723 | Time: 2297.14 ms [2020-12-18 07:07:01 main:574] : INFO : Epoch 751 | loss: 0.031118 | val_loss: 0.0311769 | Time: 2265.91 ms [2020-12-18 07:07:03 main:574] : INFO : Epoch 752 | loss: 0.0311173 | val_loss: 0.0311725 | Time: 2288.15 ms [2020-12-18 07:07:05 main:574] : INFO : Epoch 753 | loss: 0.0311172 | val_loss: 0.0311728 | Time: 2321.15 ms [2020-12-18 07:07:08 main:574] : INFO : Epoch 754 | loss: 0.0311177 | val_loss: 0.0311787 | Time: 2300.95 ms [2020-12-18 07:07:10 main:574] : INFO : Epoch 755 | loss: 0.0311169 | val_loss: 0.0311741 | Time: 2316.7 ms [2020-12-18 07:07:12 main:574] : INFO : Epoch 756 | loss: 0.031119 | val_loss: 0.031174 | Time: 2279.24 ms [2020-12-18 07:07:14 main:574] : INFO : Epoch 757 | loss: 0.031119 | val_loss: 0.0311739 | Time: 2253.22 ms [2020-12-18 07:07:17 main:574] : INFO : Epoch 758 | loss: 0.0311165 | val_loss: 0.0311739 | Time: 2288.17 ms [2020-12-18 07:07:19 main:574] : INFO : Epoch 759 | loss: 0.0311188 | val_loss: 0.0311734 | Time: 2304.95 ms [2020-12-18 07:07:21 main:574] : INFO : Epoch 760 | loss: 0.0311181 | val_loss: 0.0311762 | Time: 2301.44 ms [2020-12-18 07:07:24 main:574] : INFO : Epoch 761 | loss: 0.0311179 | val_loss: 0.0311713 | Time: 2299.46 ms [2020-12-18 07:07:26 main:574] : INFO : Epoch 762 | loss: 0.0311241 | val_loss: 0.0311804 | Time: 2291.44 ms [2020-12-18 07:07:28 main:574] : INFO : Epoch 763 | loss: 0.0311271 | val_loss: 0.0311793 | Time: 2293.38 ms [2020-12-18 07:07:31 main:574] : INFO : Epoch 764 | loss: 0.031126 | val_loss: 0.0311728 | Time: 2306.11 ms [2020-12-18 07:07:33 main:574] : INFO : Epoch 765 | loss: 0.0311247 | val_loss: 0.0311661 | Time: 2278.86 ms [2020-12-18 07:07:35 main:574] : INFO : Epoch 766 | loss: 0.0311213 | val_loss: 0.0311718 | Time: 2288.27 ms [2020-12-18 07:07:38 main:574] : INFO : Epoch 767 | loss: 0.0311207 | val_loss: 0.0311723 | Time: 2300.46 ms [2020-12-18 07:07:40 main:574] : INFO : Epoch 768 | loss: 0.0311205 | val_loss: 0.0311724 | Time: 2323.11 ms [2020-12-18 07:07:42 main:574] : INFO : Epoch 769 | loss: 0.031121 | val_loss: 0.0311663 | Time: 2322.2 ms [2020-12-18 07:07:45 main:574] : INFO : Epoch 770 | loss: 0.0311223 | val_loss: 0.0311645 | Time: 2275.44 ms [2020-12-18 07:07:47 main:574] : INFO : Epoch 771 | loss: 0.0311233 | val_loss: 0.0311698 | Time: 2306.81 ms [2020-12-18 07:07:49 main:574] : INFO : Epoch 772 | loss: 0.0311272 | val_loss: 0.0311665 | Time: 2276.14 ms [2020-12-18 07:07:51 main:574] : INFO : Epoch 773 | loss: 0.0311244 | val_loss: 0.0311714 | Time: 2321.84 ms [2020-12-18 07:07:54 main:574] : INFO : Epoch 774 | loss: 0.0311231 | val_loss: 0.0311741 | Time: 2302.9 ms [2020-12-18 07:07:56 main:574] : INFO : Epoch 775 | loss: 0.0311257 | val_loss: 0.0311679 | Time: 2314.69 ms [2020-12-18 07:07:58 main:574] : INFO : Epoch 776 | loss: 0.0311264 | val_loss: 0.0311688 | Time: 2311.47 ms [2020-12-18 07:08:01 main:574] : INFO : Epoch 777 | loss: 0.0311308 | val_loss: 0.0311776 | Time: 2311.79 ms [2020-12-18 07:08:03 main:574] : INFO : Epoch 778 | loss: 0.0311265 | val_loss: 0.0311712 | Time: 2318.27 ms [2020-12-18 07:08:05 main:574] : INFO : Epoch 779 | loss: 0.0311233 | val_loss: 0.0311698 | Time: 2314.75 ms [2020-12-18 07:08:08 main:574] : INFO : Epoch 780 | loss: 0.0311247 | val_loss: 0.031173 | Time: 2324 ms [2020-12-18 07:08:10 main:574] : INFO : Epoch 781 | loss: 0.0311248 | val_loss: 0.0311706 | Time: 2315.89 ms [2020-12-18 07:08:12 main:574] : INFO : Epoch 782 | loss: 0.0311279 | val_loss: 0.0311734 | Time: 2310.71 ms [2020-12-18 07:08:15 main:574] : INFO : Epoch 783 | loss: 0.0311265 | val_loss: 0.0311687 | Time: 2292.82 ms [2020-12-18 07:08:17 main:574] : INFO : Epoch 784 | loss: 0.0311265 | val_loss: 0.0311706 | Time: 2327.51 ms [2020-12-18 07:08:19 main:574] : INFO : Epoch 785 | loss: 0.0311239 | val_loss: 0.0311661 | Time: 2308.82 ms [2020-12-18 07:08:22 main:574] : INFO : Epoch 786 | loss: 0.0311231 | val_loss: 0.0311665 | Time: 2286.16 ms [2020-12-18 07:08:24 main:574] : INFO : Epoch 787 | loss: 0.0311221 | val_loss: 0.0311699 | Time: 2279.71 ms [2020-12-18 07:08:26 main:574] : INFO : Epoch 788 | loss: 0.0311231 | val_loss: 0.0311714 | Time: 2272.17 ms [2020-12-18 07:08:29 main:574] : INFO : Epoch 789 | loss: 0.0311221 | val_loss: 0.0311665 | Time: 2309.23 ms [2020-12-18 07:08:31 main:574] : INFO : Epoch 790 | loss: 0.0311211 | val_loss: 0.0311753 | Time: 2283.21 ms [2020-12-18 07:08:33 main:574] : INFO : Epoch 791 | loss: 0.0311234 | val_loss: 0.0311732 | Time: 2315.53 ms [2020-12-18 07:08:36 main:574] : INFO : Epoch 792 | loss: 0.0311235 | val_loss: 0.031164 | Time: 2325.59 ms [2020-12-18 07:08:38 main:574] : INFO : Epoch 793 | loss: 0.031123 | val_loss: 0.0311677 | Time: 2299.12 ms [2020-12-18 07:08:40 main:574] : INFO : Epoch 794 | loss: 0.0311253 | val_loss: 0.0311676 | Time: 2296.88 ms [2020-12-18 07:08:42 main:574] : INFO : Epoch 795 | loss: 0.0311244 | val_loss: 0.0311714 | Time: 2297.02 ms [2020-12-18 07:08:45 main:574] : INFO : Epoch 796 | loss: 0.0311247 | val_loss: 0.031171 | Time: 2314.84 ms [2020-12-18 07:08:47 main:574] : INFO : Epoch 797 | loss: 0.0311325 | val_loss: 0.0311701 | Time: 2332.61 ms [2020-12-18 07:08:49 main:574] : INFO : Epoch 798 | loss: 0.0311332 | val_loss: 0.0311677 | Time: 2303.13 ms [2020-12-18 07:08:52 main:574] : INFO : Epoch 799 | loss: 0.0311282 | val_loss: 0.0311663 | Time: 2326.39 ms [2020-12-18 07:08:54 main:574] : INFO : Epoch 800 | loss: 0.0311258 | val_loss: 0.0311698 | Time: 2288.16 ms [2020-12-18 07:08:56 main:574] : INFO : Epoch 801 | loss: 0.0311291 | val_loss: 0.031169 | Time: 2319.59 ms [2020-12-18 07:08:59 main:574] : INFO : Epoch 802 | loss: 0.0311268 | val_loss: 0.0311652 | Time: 2243.38 ms [2020-12-18 07:09:01 main:574] : INFO : Epoch 803 | loss: 0.0311243 | val_loss: 0.0311712 | Time: 2304.1 ms [2020-12-18 07:09:03 main:574] : INFO : Epoch 804 | loss: 0.0311213 | val_loss: 0.0311729 | Time: 2304.5 ms [2020-12-18 07:09:06 main:574] : INFO : Epoch 805 | loss: 0.0311187 | val_loss: 0.0311696 | Time: 2281.66 ms [2020-12-18 07:09:08 main:574] : INFO : Epoch 806 | loss: 0.031118 | val_loss: 0.0311685 | Time: 2280.51 ms [2020-12-18 07:09:10 main:574] : INFO : Epoch 807 | loss: 0.0311178 | val_loss: 0.0311708 | Time: 2325.04 ms [2020-12-18 07:09:12 main:574] : INFO : Epoch 808 | loss: 0.0311239 | val_loss: 0.03117 | Time: 2286.15 ms [2020-12-18 07:09:15 main:574] : INFO : Epoch 809 | loss: 0.0311215 | val_loss: 0.0311783 | Time: 2283.07 ms [2020-12-18 07:09:17 main:574] : INFO : Epoch 810 | loss: 0.0311195 | val_loss: 0.03117 | Time: 2296.8 ms [2020-12-18 07:09:19 main:574] : INFO : Epoch 811 | loss: 0.0311167 | val_loss: 0.031177 | Time: 2251.6 ms [2020-12-18 07:09:22 main:574] : INFO : Epoch 812 | loss: 0.0311173 | val_loss: 0.0311695 | Time: 2272.29 ms [2020-12-18 07:09:24 main:574] : INFO : Epoch 813 | loss: 0.0311185 | val_loss: 0.0311675 | Time: 2295.95 ms [2020-12-18 07:09:26 main:574] : INFO : Epoch 814 | loss: 0.0311169 | val_loss: 0.0311716 | Time: 2292.67 ms [2020-12-18 07:09:29 main:574] : INFO : Epoch 815 | loss: 0.0311179 | val_loss: 0.0311729 | Time: 2274.25 ms [2020-12-18 07:09:31 main:574] : INFO : Epoch 816 | loss: 0.0311178 | val_loss: 0.0311681 | Time: 2299.62 ms [2020-12-18 07:09:33 main:574] : INFO : Epoch 817 | loss: 0.0311189 | val_loss: 0.0311636 | Time: 2284.51 ms [2020-12-18 07:09:35 main:574] : INFO : Epoch 818 | loss: 0.0311212 | val_loss: 0.0311686 | Time: 2271.85 ms [2020-12-18 07:09:38 main:574] : INFO : Epoch 819 | loss: 0.0311263 | val_loss: 0.031167 | Time: 2297.05 ms [2020-12-18 07:09:40 main:574] : INFO : Epoch 820 | loss: 0.0311215 | val_loss: 0.0311671 | Time: 2276.44 ms [2020-12-18 07:09:42 main:574] : INFO : Epoch 821 | loss: 0.0311192 | val_loss: 0.0311679 | Time: 2268.1 ms [2020-12-18 07:09:45 main:574] : INFO : Epoch 822 | loss: 0.0311186 | val_loss: 0.0311727 | Time: 2258.28 ms [2020-12-18 07:09:47 main:574] : INFO : Epoch 823 | loss: 0.0311212 | val_loss: 0.0311678 | Time: 2269.52 ms [2020-12-18 07:09:49 main:574] : INFO : Epoch 824 | loss: 0.0311192 | val_loss: 0.0311695 | Time: 2290.29 ms [2020-12-18 07:09:51 main:574] : INFO : Epoch 825 | loss: 0.0311199 | val_loss: 0.0311688 | Time: 2298.56 ms [2020-12-18 07:09:54 main:574] : INFO : Epoch 826 | loss: 0.0311188 | val_loss: 0.0311702 | Time: 2291.19 ms [2020-12-18 07:09:56 main:574] : INFO : Epoch 827 | loss: 0.0311209 | val_loss: 0.0311679 | Time: 2269.82 ms [2020-12-18 07:09:58 main:574] : INFO : Epoch 828 | loss: 0.0311221 | val_loss: 0.0311716 | Time: 2265.01 ms [2020-12-18 07:10:01 main:574] : INFO : Epoch 829 | loss: 0.0311217 | val_loss: 0.0311654 | Time: 2277.25 ms [2020-12-18 07:10:03 main:574] : INFO : Epoch 830 | loss: 0.031123 | val_loss: 0.0311671 | Time: 2290.45 ms [2020-12-18 07:10:05 main:574] : INFO : Epoch 831 | loss: 0.0311241 | val_loss: 0.0311679 | Time: 2236.72 ms [2020-12-18 07:10:07 main:574] : INFO : Epoch 832 | loss: 0.0311231 | val_loss: 0.0311695 | Time: 2247.67 ms [2020-12-18 07:10:10 main:574] : INFO : Epoch 833 | loss: 0.0311196 | val_loss: 0.0311705 | Time: 2267.79 ms [2020-12-18 07:10:12 main:574] : INFO : Epoch 834 | loss: 0.0311195 | val_loss: 0.0311688 | Time: 2282.29 ms [2020-12-18 07:10:14 main:574] : INFO : Epoch 835 | loss: 0.0311194 | val_loss: 0.0311676 | Time: 2290.86 ms [2020-12-18 07:10:17 main:574] : INFO : Epoch 836 | loss: 0.0311315 | val_loss: 0.0311956 | Time: 2261.84 ms [2020-12-18 07:10:19 main:574] : INFO : Epoch 837 | loss: 0.0311823 | val_loss: 0.0311816 | Time: 2256.54 ms [2020-12-18 07:10:21 main:574] : INFO : Epoch 838 | loss: 0.0311741 | val_loss: 0.0311738 | Time: 2284.96 ms [2020-12-18 07:10:23 main:574] : INFO : Epoch 839 | loss: 0.031168 | val_loss: 0.0311697 | Time: 2248.62 ms [2020-12-18 07:10:26 main:574] : INFO : Epoch 840 | loss: 0.0311639 | val_loss: 0.0311675 | Time: 2264.13 ms [2020-12-18 07:10:28 main:574] : INFO : Epoch 841 | loss: 0.0311617 | val_loss: 0.0311681 | Time: 2294.08 ms [2020-12-18 07:10:30 main:574] : INFO : Epoch 842 | loss: 0.0311632 | val_loss: 0.0311656 | Time: 2295.21 ms [2020-12-18 07:10:33 main:574] : INFO : Epoch 843 | loss: 0.031158 | val_loss: 0.0311718 | Time: 2340.04 ms [2020-12-18 07:10:35 main:574] : INFO : Epoch 844 | loss: 0.0311578 | val_loss: 0.0311773 | Time: 2272.44 ms [2020-12-18 07:10:37 main:574] : INFO : Epoch 845 | loss: 0.0311608 | val_loss: 0.0311713 | Time: 2288.34 ms [2020-12-18 07:10:40 main:574] : INFO : Epoch 846 | loss: 0.0311574 | val_loss: 0.031174 | Time: 2288.33 ms [2020-12-18 07:10:42 main:574] : INFO : Epoch 847 | loss: 0.0311581 | val_loss: 0.0311641 | Time: 2254.52 ms [2020-12-18 07:10:44 main:574] : INFO : Epoch 848 | loss: 0.0311531 | val_loss: 0.0311661 | Time: 2284.44 ms [2020-12-18 07:10:46 main:574] : INFO : Epoch 849 | loss: 0.0311519 | val_loss: 0.0311638 | Time: 2264.74 ms [2020-12-18 07:10:49 main:574] : INFO : Epoch 850 | loss: 0.0311498 | val_loss: 0.0311636 | Time: 2262.62 ms [2020-12-18 07:10:51 main:574] : INFO : Epoch 851 | loss: 0.0311498 | val_loss: 0.0311644 | Time: 2294.66 ms [2020-12-18 07:10:53 main:574] : INFO : Epoch 852 | loss: 0.0311479 | val_loss: 0.0311608 | Time: 2282.98 ms [2020-12-18 07:10:56 main:574] : INFO : Epoch 853 | loss: 0.0311479 | val_loss: 0.0311636 | Time: 2272.84 ms [2020-12-18 07:10:58 main:574] : INFO : Epoch 854 | loss: 0.0311479 | val_loss: 0.0311624 | Time: 2266.22 ms [2020-12-18 07:11:00 main:574] : INFO : Epoch 855 | loss: 0.0311473 | val_loss: 0.0311617 | Time: 2294.44 ms [2020-12-18 07:11:02 main:574] : INFO : Epoch 856 | loss: 0.0311452 | val_loss: 0.0311636 | Time: 2288.05 ms [2020-12-18 07:11:05 main:574] : INFO : Epoch 857 | loss: 0.0311447 | val_loss: 0.0311647 | Time: 2327.55 ms [2020-12-18 07:11:07 main:574] : INFO : Epoch 858 | loss: 0.0311467 | val_loss: 0.0311649 | Time: 2273.14 ms [2020-12-18 07:11:09 main:574] : INFO : Epoch 859 | loss: 0.0311444 | val_loss: 0.0311636 | Time: 2291.26 ms [2020-12-18 07:11:12 main:574] : INFO : Epoch 860 | loss: 0.0311444 | val_loss: 0.0311654 | Time: 2307.13 ms [2020-12-18 07:11:14 main:574] : INFO : Epoch 861 | loss: 0.0311436 | val_loss: 0.0311657 | Time: 2287.02 ms [2020-12-18 07:11:16 main:574] : INFO : Epoch 862 | loss: 0.0311447 | val_loss: 0.0311639 | Time: 2273.81 ms [2020-12-18 07:11:19 main:574] : INFO : Epoch 863 | loss: 0.031143 | val_loss: 0.0311656 | Time: 2298.44 ms [2020-12-18 07:11:21 main:574] : INFO : Epoch 864 | loss: 0.0311429 | val_loss: 0.0311658 | Time: 2279.72 ms [2020-12-18 07:11:23 main:574] : INFO : Epoch 865 | loss: 0.0311444 | val_loss: 0.0311691 | Time: 2354.56 ms [2020-12-18 07:11:25 main:574] : INFO : Epoch 866 | loss: 0.0311436 | val_loss: 0.0311638 | Time: 2273.41 ms [2020-12-18 07:11:28 main:574] : INFO : Epoch 867 | loss: 0.0311414 | val_loss: 0.0311668 | Time: 2295.74 ms [2020-12-18 07:11:30 main:574] : INFO : Epoch 868 | loss: 0.0311427 | val_loss: 0.0311666 | Time: 2329.7 ms [2020-12-18 07:11:32 main:574] : INFO : Epoch 869 | loss: 0.031144 | val_loss: 0.031166 | Time: 2304.31 ms [2020-12-18 07:11:35 main:574] : INFO : Epoch 870 | loss: 0.0311418 | val_loss: 0.0311648 | Time: 2280.21 ms [2020-12-18 07:11:37 main:574] : INFO : Epoch 871 | loss: 0.0311419 | val_loss: 0.0311646 | Time: 2328.94 ms [2020-12-18 07:11:39 main:574] : INFO : Epoch 872 | loss: 0.0311411 | val_loss: 0.0311664 | Time: 2279.46 ms [2020-12-18 07:11:42 main:574] : INFO : Epoch 873 | loss: 0.0311415 | val_loss: 0.0311682 | Time: 2303.14 ms [2020-12-18 07:11:44 main:574] : INFO : Epoch 874 | loss: 0.0311393 | val_loss: 0.0311659 | Time: 2313.25 ms [2020-12-18 07:11:46 main:574] : INFO : Epoch 875 | loss: 0.0311398 | val_loss: 0.0311696 | Time: 2283.34 ms [2020-12-18 07:11:49 main:574] : INFO : Epoch 876 | loss: 0.0311396 | val_loss: 0.0311669 | Time: 2282.71 ms [2020-12-18 07:11:51 main:574] : INFO : Epoch 877 | loss: 0.0311379 | val_loss: 0.0311672 | Time: 2281.73 ms [2020-12-18 07:11:53 main:574] : INFO : Epoch 878 | loss: 0.0311397 | val_loss: 0.0311671 | Time: 2277.44 ms [2020-12-18 07:11:55 main:574] : INFO : Epoch 879 | loss: 0.0311395 | val_loss: 0.0311717 | Time: 2266.27 ms [2020-12-18 07:11:58 main:574] : INFO : Epoch 880 | loss: 0.0311372 | val_loss: 0.0311636 | Time: 2284.32 ms [2020-12-18 07:12:00 main:574] : INFO : Epoch 881 | loss: 0.0311401 | val_loss: 0.0311702 | Time: 2288.29 ms [2020-12-18 07:12:02 main:574] : INFO : Epoch 882 | loss: 0.031145 | val_loss: 0.0311649 | Time: 2283.04 ms [2020-12-18 07:12:05 main:574] : INFO : Epoch 883 | loss: 0.0311423 | val_loss: 0.0311665 | Time: 2268.06 ms [2020-12-18 07:12:07 main:574] : INFO : Epoch 884 | loss: 0.0311401 | val_loss: 0.0311645 | Time: 2300.52 ms [2020-12-18 07:12:09 main:574] : INFO : Epoch 885 | loss: 0.0311386 | val_loss: 0.0311657 | Time: 2285.16 ms [2020-12-18 07:12:11 main:574] : INFO : Epoch 886 | loss: 0.0311378 | val_loss: 0.0311652 | Time: 2222.78 ms [2020-12-18 07:12:14 main:574] : INFO : Epoch 887 | loss: 0.0311365 | val_loss: 0.0311656 | Time: 2275.56 ms [2020-12-18 07:12:16 main:574] : INFO : Epoch 888 | loss: 0.031136 | val_loss: 0.0311655 | Time: 2296.42 ms [2020-12-18 07:12:18 main:574] : INFO : Epoch 889 | loss: 0.0311351 | val_loss: 0.0311636 | Time: 2294.27 ms [2020-12-18 07:12:21 main:574] : INFO : Epoch 890 | loss: 0.0311356 | val_loss: 0.0311645 | Time: 2262.4 ms [2020-12-18 07:12:23 main:574] : INFO : Epoch 891 | loss: 0.0311385 | val_loss: 0.0311682 | Time: 2315.11 ms [2020-12-18 07:12:25 main:574] : INFO : Epoch 892 | loss: 0.031137 | val_loss: 0.0311645 | Time: 2301.79 ms [2020-12-18 07:12:28 main:574] : INFO : Epoch 893 | loss: 0.0311377 | val_loss: 0.0311643 | Time: 2289.43 ms [2020-12-18 07:12:30 main:574] : INFO : Epoch 894 | loss: 0.0311358 | val_loss: 0.0311611 | Time: 2272.63 ms [2020-12-18 07:12:32 main:574] : INFO : Epoch 895 | loss: 0.0311336 | val_loss: 0.0311647 | Time: 2255.11 ms [2020-12-18 07:12:34 main:574] : INFO : Epoch 896 | loss: 0.0311345 | val_loss: 0.0311663 | Time: 2303.66 ms [2020-12-18 07:12:37 main:574] : INFO : Epoch 897 | loss: 0.0311362 | val_loss: 0.0311613 | Time: 2264.67 ms [2020-12-18 07:12:39 main:574] : INFO : Epoch 898 | loss: 0.031134 | val_loss: 0.0311646 | Time: 2291.28 ms [2020-12-18 07:12:41 main:574] : INFO : Epoch 899 | loss: 0.0311347 | val_loss: 0.0311622 | Time: 2302.54 ms [2020-12-18 07:12:44 main:574] : INFO : Epoch 900 | loss: 0.0311352 | val_loss: 0.0311615 | Time: 2263.87 ms [2020-12-18 07:12:46 main:574] : INFO : Epoch 901 | loss: 0.0311342 | val_loss: 0.0311632 | Time: 2295 ms [2020-12-18 07:12:48 main:574] : INFO : Epoch 902 | loss: 0.0311348 | val_loss: 0.0311665 | Time: 2260.46 ms [2020-12-18 07:12:51 main:574] : INFO : Epoch 903 | loss: 0.0311345 | val_loss: 0.0311694 | Time: 2297.14 ms [2020-12-18 07:12:53 main:574] : INFO : Epoch 904 | loss: 0.0311348 | val_loss: 0.0311664 | Time: 2266.4 ms [2020-12-18 07:12:55 main:574] : INFO : Epoch 905 | loss: 0.0311332 | val_loss: 0.0311679 | Time: 2296.24 ms [2020-12-18 07:12:57 main:574] : INFO : Epoch 906 | loss: 0.0311334 | val_loss: 0.0311629 | Time: 2290.49 ms [2020-12-18 07:13:00 main:574] : INFO : Epoch 907 | loss: 0.0311336 | val_loss: 0.0311674 | Time: 2268.48 ms [2020-12-18 07:13:02 main:574] : INFO : Epoch 908 | loss: 0.031137 | val_loss: 0.0311645 | Time: 2275.28 ms [2020-12-18 07:13:04 main:574] : INFO : Epoch 909 | loss: 0.031136 | val_loss: 0.0311652 | Time: 2317.27 ms [2020-12-18 07:13:07 main:574] : INFO : Epoch 910 | loss: 0.0311369 | val_loss: 0.0311614 | Time: 2276.2 ms [2020-12-18 07:13:09 main:574] : INFO : Epoch 911 | loss: 0.0311431 | val_loss: 0.0311611 | Time: 2293.88 ms [2020-12-18 07:13:11 main:574] : INFO : Epoch 912 | loss: 0.0311411 | val_loss: 0.0311667 | Time: 2277.54 ms [2020-12-18 07:13:14 main:574] : INFO : Epoch 913 | loss: 0.0311425 | val_loss: 0.0311619 | Time: 2304.05 ms [2020-12-18 07:13:16 main:574] : INFO : Epoch 914 | loss: 0.031141 | val_loss: 0.0311635 | Time: 2281.07 ms [2020-12-18 07:13:18 main:574] : INFO : Epoch 915 | loss: 0.0311398 | val_loss: 0.0311662 | Time: 2273.74 ms [2020-12-18 07:13:20 main:574] : INFO : Epoch 916 | loss: 0.0311403 | val_loss: 0.0311611 | Time: 2271.78 ms [2020-12-18 07:13:23 main:574] : INFO : Epoch 917 | loss: 0.0311391 | val_loss: 0.0311665 | Time: 2288.82 ms [2020-12-18 07:13:25 main:574] : INFO : Epoch 918 | loss: 0.0311386 | val_loss: 0.0311683 | Time: 2286.63 ms [2020-12-18 07:13:27 main:574] : INFO : Epoch 919 | loss: 0.0311394 | val_loss: 0.0311644 | Time: 2312.42 ms [2020-12-18 07:13:30 main:574] : INFO : Epoch 920 | loss: 0.0311389 | val_loss: 0.0311625 | Time: 2274.85 ms [2020-12-18 07:13:32 main:574] : INFO : Epoch 921 | loss: 0.0311373 | val_loss: 0.0311618 | Time: 2264.89 ms [2020-12-18 07:13:34 main:574] : INFO : Epoch 922 | loss: 0.0311373 | val_loss: 0.0311638 | Time: 2273.59 ms [2020-12-18 07:13:36 main:574] : INFO : Epoch 923 | loss: 0.0311352 | val_loss: 0.0311645 | Time: 2273.75 ms [2020-12-18 07:13:39 main:574] : INFO : Epoch 924 | loss: 0.0311347 | val_loss: 0.0311657 | Time: 2251.04 ms [2020-12-18 07:13:41 main:574] : INFO : Epoch 925 | loss: 0.0311381 | val_loss: 0.0311636 | Time: 2282.12 ms [2020-12-18 07:13:43 main:574] : INFO : Epoch 926 | loss: 0.0311365 | val_loss: 0.0311667 | Time: 2300.7 ms [2020-12-18 07:13:46 main:574] : INFO : Epoch 927 | loss: 0.0311359 | val_loss: 0.031167 | Time: 2290.01 ms [2020-12-18 07:13:48 main:574] : INFO : Epoch 928 | loss: 0.0311341 | val_loss: 0.0311662 | Time: 2254.37 ms [2020-12-18 07:13:50 main:574] : INFO : Epoch 929 | loss: 0.031132 | val_loss: 0.0311662 | Time: 2310.06 ms [2020-12-18 07:13:53 main:574] : INFO : Epoch 930 | loss: 0.0311327 | val_loss: 0.0311686 | Time: 2323.43 ms [2020-12-18 07:13:55 main:574] : INFO : Epoch 931 | loss: 0.0311365 | val_loss: 0.031166 | Time: 2263.32 ms [2020-12-18 07:13:57 main:574] : INFO : Epoch 932 | loss: 0.0311367 | val_loss: 0.0311734 | Time: 2269.66 ms [2020-12-18 07:13:59 main:574] : INFO : Epoch 933 | loss: 0.0311514 | val_loss: 0.0311709 | Time: 2269.18 ms [2020-12-18 07:14:02 main:574] : INFO : Epoch 934 | loss: 0.0311518 | val_loss: 0.0311678 | Time: 2305.74 ms [2020-12-18 07:14:04 main:574] : INFO : Epoch 935 | loss: 0.0311553 | val_loss: 0.0311766 | Time: 2254.53 ms [2020-12-18 07:14:06 main:574] : INFO : Epoch 936 | loss: 0.031165 | val_loss: 0.0311677 | Time: 2296.58 ms [2020-12-18 07:14:09 main:574] : INFO : Epoch 937 | loss: 0.0311566 | val_loss: 0.0311667 | Time: 2264.63 ms [2020-12-18 07:14:11 main:574] : INFO : Epoch 938 | loss: 0.0311537 | val_loss: 0.031165 | Time: 2237.22 ms [2020-12-18 07:14:13 main:574] : INFO : Epoch 939 | loss: 0.0311525 | val_loss: 0.0311686 | Time: 2310.54 ms [2020-12-18 07:14:15 main:574] : INFO : Epoch 940 | loss: 0.0311505 | val_loss: 0.0311655 | Time: 2247.03 ms [2020-12-18 07:14:18 main:574] : INFO : Epoch 941 | loss: 0.0311485 | val_loss: 0.0311672 | Time: 2282.45 ms [2020-12-18 07:14:20 main:574] : INFO : Epoch 942 | loss: 0.0311462 | val_loss: 0.0311693 | Time: 2293.27 ms [2020-12-18 07:14:22 main:574] : INFO : Epoch 943 | loss: 0.0311454 | val_loss: 0.0311673 | Time: 2259.5 ms [2020-12-18 07:14:25 main:574] : INFO : Epoch 944 | loss: 0.0311435 | val_loss: 0.0311669 | Time: 2298.22 ms [2020-12-18 07:14:27 main:574] : INFO : Epoch 945 | loss: 0.0311443 | val_loss: 0.0311663 | Time: 2281.17 ms [2020-12-18 07:14:29 main:574] : INFO : Epoch 946 | loss: 0.0311435 | val_loss: 0.0311682 | Time: 2257.82 ms [2020-12-18 07:14:31 main:574] : INFO : Epoch 947 | loss: 0.0311417 | val_loss: 0.0311692 | Time: 2275.48 ms [2020-12-18 07:14:34 main:574] : INFO : Epoch 948 | loss: 0.0311397 | val_loss: 0.0311668 | Time: 2284.36 ms [2020-12-18 07:14:36 main:574] : INFO : Epoch 949 | loss: 0.0311387 | val_loss: 0.0311679 | Time: 2250.55 ms [2020-12-18 07:14:38 main:574] : INFO : Epoch 950 | loss: 0.0311415 | val_loss: 0.0311651 | Time: 2244.74 ms [2020-12-18 07:14:40 main:574] : INFO : Epoch 951 | loss: 0.031145 | val_loss: 0.031173 | Time: 2285.41 ms [2020-12-18 07:14:43 main:574] : INFO : Epoch 952 | loss: 0.0311515 | val_loss: 0.0311648 | Time: 2300.82 ms [2020-12-18 07:14:45 main:574] : INFO : Epoch 953 | loss: 0.0311477 | val_loss: 0.0311722 | Time: 2278.85 ms [2020-12-18 07:14:47 main:574] : INFO : Epoch 954 | loss: 0.0311426 | val_loss: 0.0311696 | Time: 2251.12 ms [2020-12-18 07:14:50 main:574] : INFO : Epoch 955 | loss: 0.031143 | val_loss: 0.0311676 | Time: 2301.61 ms [2020-12-18 07:14:52 main:574] : INFO : Epoch 956 | loss: 0.0311408 | val_loss: 0.0311663 | Time: 2280.77 ms [2020-12-18 07:14:54 main:574] : INFO : Epoch 957 | loss: 0.0311395 | val_loss: 0.0311638 | Time: 2252.4 ms [2020-12-18 07:14:57 main:574] : INFO : Epoch 958 | loss: 0.031141 | val_loss: 0.0311639 | Time: 2305.85 ms [2020-12-18 07:14:59 main:574] : INFO : Epoch 959 | loss: 0.0311399 | val_loss: 0.0311636 | Time: 2287.51 ms [2020-12-18 07:15:01 main:574] : INFO : Epoch 960 | loss: 0.0311386 | val_loss: 0.0311641 | Time: 2290.53 ms [2020-12-18 07:15:03 main:574] : INFO : Epoch 961 | loss: 0.0311377 | val_loss: 0.0311683 | Time: 2260.02 ms [2020-12-18 07:15:06 main:574] : INFO : Epoch 962 | loss: 0.031146 | val_loss: 0.0311645 | Time: 2250.08 ms [2020-12-18 07:15:08 main:574] : INFO : Epoch 963 | loss: 0.0311423 | val_loss: 0.0311687 | Time: 2253.24 ms [2020-12-18 07:15:10 main:574] : INFO : Epoch 964 | loss: 0.0311391 | val_loss: 0.0311634 | Time: 2262.92 ms [2020-12-18 07:15:12 main:574] : INFO : Epoch 965 | loss: 0.0311428 | val_loss: 0.0311683 | Time: 2254.89 ms [2020-12-18 07:15:15 main:574] : INFO : Epoch 966 | loss: 0.0311412 | val_loss: 0.031162 | Time: 2265.09 ms [2020-12-18 07:15:17 main:574] : INFO : Epoch 967 | loss: 0.0311382 | val_loss: 0.0311609 | Time: 2271.58 ms [2020-12-18 07:15:19 main:574] : INFO : Epoch 968 | loss: 0.0311378 | val_loss: 0.031162 | Time: 2293.05 ms [2020-12-18 07:15:22 main:574] : INFO : Epoch 969 | loss: 0.0311376 | val_loss: 0.0311623 | Time: 2258.27 ms [2020-12-18 07:15:24 main:574] : INFO : Epoch 970 | loss: 0.0311369 | val_loss: 0.0311604 | Time: 2284.46 ms [2020-12-18 07:15:26 main:574] : INFO : Epoch 971 | loss: 0.0311369 | val_loss: 0.031164 | Time: 2272.64 ms [2020-12-18 07:15:29 main:574] : INFO : Epoch 972 | loss: 0.0311355 | val_loss: 0.0311639 | Time: 2311.41 ms [2020-12-18 07:15:31 main:574] : INFO : Epoch 973 | loss: 0.0311358 | val_loss: 0.0311644 | Time: 2289.56 ms [2020-12-18 07:15:33 main:574] : INFO : Epoch 974 | loss: 0.0311361 | val_loss: 0.0311663 | Time: 2257.1 ms [2020-12-18 07:15:35 main:574] : INFO : Epoch 975 | loss: 0.031145 | val_loss: 0.0311657 | Time: 2282.88 ms [2020-12-18 07:15:38 main:574] : INFO : Epoch 976 | loss: 0.0311424 | val_loss: 0.0311622 | Time: 2260.88 ms [2020-12-18 07:15:40 main:574] : INFO : Epoch 977 | loss: 0.031141 | val_loss: 0.0311634 | Time: 2328.03 ms [2020-12-18 07:15:42 main:574] : INFO : Epoch 978 | loss: 0.0311402 | val_loss: 0.0311649 | Time: 2270.95 ms [2020-12-18 07:15:45 main:574] : INFO : Epoch 979 | loss: 0.0311399 | val_loss: 0.0311657 | Time: 2282.99 ms [2020-12-18 07:15:47 main:574] : INFO : Epoch 980 | loss: 0.03114 | val_loss: 0.0311662 | Time: 2251.29 ms [2020-12-18 07:15:49 main:574] : INFO : Epoch 981 | loss: 0.0311382 | val_loss: 0.0311623 | Time: 2287.49 ms [2020-12-18 07:15:51 main:574] : INFO : Epoch 982 | loss: 0.0311402 | val_loss: 0.0311702 | Time: 2288.23 ms [2020-12-18 07:15:54 main:574] : INFO : Epoch 983 | loss: 0.0311449 | val_loss: 0.0311614 | Time: 2305.62 ms [2020-12-18 07:15:56 main:574] : INFO : Epoch 984 | loss: 0.0311444 | val_loss: 0.0311677 | Time: 2276.4 ms [2020-12-18 07:15:58 main:574] : INFO : Epoch 985 | loss: 0.0311432 | val_loss: 0.0311641 | Time: 2284.36 ms [2020-12-18 07:16:01 main:574] : INFO : Epoch 986 | loss: 0.0311403 | val_loss: 0.0311637 | Time: 2266.13 ms [2020-12-18 07:16:03 main:574] : INFO : Epoch 987 | loss: 0.0311399 | val_loss: 0.0311625 | Time: 2235.09 ms [2020-12-18 07:16:05 main:574] : INFO : Epoch 988 | loss: 0.0311391 | val_loss: 0.0311615 | Time: 2311.68 ms [2020-12-18 07:16:08 main:574] : INFO : Epoch 989 | loss: 0.031139 | val_loss: 0.0311666 | Time: 2320.17 ms [2020-12-18 07:16:10 main:574] : INFO : Epoch 990 | loss: 0.03114 | val_loss: 0.0311634 | Time: 2297.19 ms [2020-12-18 07:16:12 main:574] : INFO : Epoch 991 | loss: 0.0311376 | val_loss: 0.031161 | Time: 2263.88 ms [2020-12-18 07:16:14 main:574] : INFO : Epoch 992 | loss: 0.0311362 | val_loss: 0.031167 | Time: 2285.51 ms [2020-12-18 07:16:17 main:574] : INFO : Epoch 993 | loss: 0.0311358 | val_loss: 0.0311598 | Time: 2276.09 ms [2020-12-18 07:16:19 main:574] : INFO : Epoch 994 | loss: 0.031134 | val_loss: 0.0311612 | Time: 2285 ms [2020-12-18 07:16:21 main:574] : INFO : Epoch 995 | loss: 0.0311369 | val_loss: 0.0311623 | Time: 2306.84 ms [2020-12-18 07:16:24 main:574] : INFO : Epoch 996 | loss: 0.0311345 | val_loss: 0.0311639 | Time: 2306.99 ms [2020-12-18 07:16:26 main:574] : INFO : Epoch 997 | loss: 0.0311346 | val_loss: 0.0311626 | Time: 2298.38 ms [2020-12-18 07:16:28 main:574] : INFO : Epoch 998 | loss: 0.0311376 | val_loss: 0.0311634 | Time: 2267.92 ms [2020-12-18 07:16:30 main:574] : INFO : Epoch 999 | loss: 0.0311392 | val_loss: 0.0311634 | Time: 2281.51 ms [2020-12-18 07:16:33 main:574] : INFO : Epoch 1000 | loss: 0.0311391 | val_loss: 0.0311659 | Time: 2271.64 ms [2020-12-18 07:16:35 main:574] : INFO : Epoch 1001 | loss: 0.0311362 | val_loss: 0.0311656 | Time: 2277.32 ms [2020-12-18 07:16:37 main:574] : INFO : Epoch 1002 | loss: 0.031136 | val_loss: 0.0311649 | Time: 2277.92 ms [2020-12-18 07:16:40 main:574] : INFO : Epoch 1003 | loss: 0.0311371 | val_loss: 0.0311629 | Time: 2294.2 ms [2020-12-18 07:16:42 main:574] : INFO : Epoch 1004 | loss: 0.0311349 | val_loss: 0.0311638 | Time: 2293.55 ms [2020-12-18 07:16:44 main:574] : INFO : Epoch 1005 | loss: 0.0311345 | val_loss: 0.0311683 | Time: 2275.09 ms [2020-12-18 07:16:47 main:574] : INFO : Epoch 1006 | loss: 0.031134 | val_loss: 0.0311664 | Time: 2287.97 ms [2020-12-18 07:16:49 main:574] : INFO : Epoch 1007 | loss: 0.031132 | val_loss: 0.0311631 | Time: 2296.94 ms [2020-12-18 07:16:51 main:574] : INFO : Epoch 1008 | loss: 0.0311336 | val_loss: 0.0311685 | Time: 2312.04 ms [2020-12-18 07:16:53 main:574] : INFO : Epoch 1009 | loss: 0.0311356 | val_loss: 0.0311651 | Time: 2274.21 ms [2020-12-18 07:16:56 main:574] : INFO : Epoch 1010 | loss: 0.0311373 | val_loss: 0.0311634 | Time: 2313.87 ms [2020-12-18 07:16:58 main:574] : INFO : Epoch 1011 | loss: 0.031135 | val_loss: 0.031164 | Time: 2286.36 ms [2020-12-18 07:17:00 main:574] : INFO : Epoch 1012 | loss: 0.0311357 | val_loss: 0.0311613 | Time: 2323 ms [2020-12-18 07:17:03 main:574] : INFO : Epoch 1013 | loss: 0.0311351 | val_loss: 0.0311637 | Time: 2272.06 ms [2020-12-18 07:17:05 main:574] : INFO : Epoch 1014 | loss: 0.0311339 | val_loss: 0.0311633 | Time: 2277.55 ms [2020-12-18 07:17:07 main:574] : INFO : Epoch 1015 | loss: 0.0311355 | val_loss: 0.0311644 | Time: 2283.52 ms [2020-12-18 07:17:10 main:574] : INFO : Epoch 1016 | loss: 0.0311346 | val_loss: 0.0311671 | Time: 2297.88 ms [2020-12-18 07:17:12 main:574] : INFO : Epoch 1017 | loss: 0.0311332 | val_loss: 0.0311661 | Time: 2256.81 ms [2020-12-18 07:17:14 main:574] : INFO : Epoch 1018 | loss: 0.0311357 | val_loss: 0.0311806 | Time: 2264.56 ms [2020-12-18 07:17:16 main:574] : INFO : Epoch 1019 | loss: 0.0311416 | val_loss: 0.0311641 | Time: 2265.99 ms [2020-12-18 07:17:19 main:574] : INFO : Epoch 1020 | loss: 0.0311381 | val_loss: 0.0311671 | Time: 2272.5 ms [2020-12-18 07:17:21 main:574] : INFO : Epoch 1021 | loss: 0.0311366 | val_loss: 0.0311649 | Time: 2264.79 ms [2020-12-18 07:17:23 main:574] : INFO : Epoch 1022 | loss: 0.0311341 | val_loss: 0.0311717 | Time: 2256.79 ms [2020-12-18 07:17:26 main:574] : INFO : Epoch 1023 | loss: 0.031137 | val_loss: 0.0311712 | Time: 2263.19 ms [2020-12-18 07:17:28 main:574] : INFO : Epoch 1024 | loss: 0.0311393 | val_loss: 0.0311682 | Time: 2255.41 ms [2020-12-18 07:17:28 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311682 [2020-12-18 07:17:28 main:603] : INFO : Saving end state to config to file [2020-12-18 07:17:28 main:608] : INFO : Success, exiting.. 07:17:28 (8100): 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)