Task 3775937
| Name | ParityModified-1605453473-15320-14_1 |
| Workunit | 1872659 |
| Created | 22 Jan 2021, 9:54:48 UTC |
| Sent | 22 Jan 2021, 10:44:47 UTC |
| Report deadline | 29 Jan 2021, 10:44:47 UTC |
| Received | 22 Jan 2021, 16:15:55 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 2158 |
| Run time | 40 min 51 sec |
| CPU time | 34 min 57 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 8,879.79 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>
main:574] : INFO : Epoch 514 | loss: 0.0311502 | val_loss: 0.0311572 | Time: 2317.11 ms
[2021-01-22 07:55:28 main:574] : INFO : Epoch 515 | loss: 0.031149 | val_loss: 0.0311578 | Time: 2326.97 ms
[2021-01-22 07:55:30 main:574] : INFO : Epoch 516 | loss: 0.0311482 | val_loss: 0.0311589 | Time: 2336.14 ms
[2021-01-22 07:55:33 main:574] : INFO : Epoch 517 | loss: 0.031148 | val_loss: 0.0311585 | Time: 2321.71 ms
[2021-01-22 07:55:35 main:574] : INFO : Epoch 518 | loss: 0.0311474 | val_loss: 0.0311586 | Time: 2302.92 ms
[2021-01-22 07:55:37 main:574] : INFO : Epoch 519 | loss: 0.0311474 | val_loss: 0.0311579 | Time: 2375.09 ms
[2021-01-22 07:55:40 main:574] : INFO : Epoch 520 | loss: 0.0311471 | val_loss: 0.0311567 | Time: 2224 ms
[2021-01-22 07:55:42 main:574] : INFO : Epoch 521 | loss: 0.0311469 | val_loss: 0.031158 | Time: 2414.1 ms
[2021-01-22 07:55:45 main:574] : INFO : Epoch 522 | loss: 0.0311485 | val_loss: 0.0311574 | Time: 2338.16 ms
[2021-01-22 07:55:47 main:574] : INFO : Epoch 523 | loss: 0.0311496 | val_loss: 0.0311591 | Time: 2253.22 ms
[2021-01-22 07:55:49 main:574] : INFO : Epoch 524 | loss: 0.0311504 | val_loss: 0.0311595 | Time: 2318.08 ms
[2021-01-22 07:55:52 main:574] : INFO : Epoch 525 | loss: 0.0311573 | val_loss: 0.0311605 | Time: 2293.91 ms
[2021-01-22 07:55:54 main:574] : INFO : Epoch 526 | loss: 0.0311587 | val_loss: 0.0311621 | Time: 2172.31 ms
[2021-01-22 07:55:56 main:574] : INFO : Epoch 527 | loss: 0.0311589 | val_loss: 0.0311614 | Time: 2384.73 ms
[2021-01-22 07:55:59 main:574] : INFO : Epoch 528 | loss: 0.0311567 | val_loss: 0.0311585 | Time: 2351.37 ms
[2021-01-22 07:56:01 main:574] : INFO : Epoch 529 | loss: 0.0311545 | val_loss: 0.0311565 | Time: 2308.12 ms
[2021-01-22 07:56:03 main:574] : INFO : Epoch 530 | loss: 0.0311508 | val_loss: 0.0311574 | Time: 2327.86 ms
[2021-01-22 07:56:06 main:574] : INFO : Epoch 531 | loss: 0.0311503 | val_loss: 0.0311566 | Time: 2342.65 ms
[2021-01-22 07:56:08 main:574] : INFO : Epoch 532 | loss: 0.0311497 | val_loss: 0.0311579 | Time: 2346.29 ms
[2021-01-22 07:56:11 main:574] : INFO : Epoch 533 | loss: 0.0311496 | val_loss: 0.0311572 | Time: 2297.73 ms
[2021-01-22 07:56:13 main:574] : INFO : Epoch 534 | loss: 0.0311503 | val_loss: 0.0311575 | Time: 2381.57 ms
[2021-01-22 07:56:15 main:574] : INFO : Epoch 535 | loss: 0.0311498 | val_loss: 0.0311557 | Time: 2392.58 ms
[2021-01-22 07:56:18 main:574] : INFO : Epoch 536 | loss: 0.0311496 | val_loss: 0.0311568 | Time: 2289.25 ms
[2021-01-22 07:56:20 main:574] : INFO : Epoch 537 | loss: 0.0311497 | val_loss: 0.0311603 | Time: 2291.97 ms
[2021-01-22 07:56:23 main:574] : INFO : Epoch 538 | loss: 0.0311492 | val_loss: 0.0311569 | Time: 2315.9 ms
[2021-01-22 07:56:25 main:574] : INFO : Epoch 539 | loss: 0.0311491 | val_loss: 0.0311569 | Time: 2441.59 ms
[2021-01-22 07:56:27 main:574] : INFO : Epoch 540 | loss: 0.031149 | val_loss: 0.0311562 | Time: 2332.78 ms
[2021-01-22 07:56:30 main:574] : INFO : Epoch 541 | loss: 0.0311487 | val_loss: 0.031158 | Time: 2189.9 ms
[2021-01-22 07:56:32 main:574] : INFO : Epoch 542 | loss: 0.0311473 | val_loss: 0.0311577 | Time: 2382.55 ms
[2021-01-22 07:56:35 main:574] : INFO : Epoch 543 | loss: 0.0311482 | val_loss: 0.031159 | Time: 2358.28 ms
[2021-01-22 07:56:37 main:574] : INFO : Epoch 544 | loss: 0.0311494 | val_loss: 0.0311591 | Time: 2373.27 ms
[2021-01-22 07:56:39 main:574] : INFO : Epoch 545 | loss: 0.0311484 | val_loss: 0.0311623 | Time: 2319.02 ms
[2021-01-22 07:56:42 main:574] : INFO : Epoch 546 | loss: 0.0311491 | val_loss: 0.031158 | Time: 2232.86 ms
[2021-01-22 07:56:44 main:574] : INFO : Epoch 547 | loss: 0.0311498 | val_loss: 0.0311618 | Time: 2224.72 ms
[2021-01-22 07:56:46 main:574] : INFO : Epoch 548 | loss: 0.0311586 | val_loss: 0.0311646 | Time: 2169.12 ms
[2021-01-22 07:56:49 main:574] : INFO : Epoch 549 | loss: 0.0311605 | val_loss: 0.0311642 | Time: 2261.37 ms
[2021-01-22 07:56:51 main:574] : INFO : Epoch 550 | loss: 0.0311572 | val_loss: 0.031164 | Time: 2364.29 ms
[2021-01-22 07:56:53 main:574] : INFO : Epoch 551 | loss: 0.0311561 | val_loss: 0.0311603 | Time: 2358.81 ms
[2021-01-22 07:56:56 main:574] : INFO : Epoch 552 | loss: 0.0311562 | val_loss: 0.0311611 | Time: 2388.27 ms
[2021-01-22 07:56:58 main:574] : INFO : Epoch 553 | loss: 0.0311563 | val_loss: 0.0311643 | Time: 2262.51 ms
[2021-01-22 07:57:01 main:574] : INFO : Epoch 554 | loss: 0.0311561 | val_loss: 0.0311624 | Time: 2346.23 ms
[2021-01-22 07:57:03 main:574] : INFO : Epoch 555 | loss: 0.0311534 | val_loss: 0.0311599 | Time: 2351.53 ms
[2021-01-22 07:57:05 main:574] : INFO : Epoch 556 | loss: 0.0311527 | val_loss: 0.031161 | Time: 2325 ms
[2021-01-22 07:57:08 main:574] : INFO : Epoch 557 | loss: 0.0311523 | val_loss: 0.0311623 | Time: 2315.57 ms
[2021-01-22 07:57:10 main:574] : INFO : Epoch 558 | loss: 0.0311537 | val_loss: 0.0311631 | Time: 2367.82 ms
[2021-01-22 07:57:13 main:574] : INFO : Epoch 559 | loss: 0.0311523 | val_loss: 0.0311606 | Time: 2507.01 ms
[2021-01-22 07:57:15 main:574] : INFO : Epoch 560 | loss: 0.0311517 | val_loss: 0.0311605 | Time: 2428.63 ms
[2021-01-22 07:57:17 main:574] : INFO : Epoch 561 | loss: 0.0311508 | val_loss: 0.0311624 | Time: 2240.61 ms
[2021-01-22 07:57:20 main:574] : INFO : Epoch 562 | loss: 0.031151 | val_loss: 0.0311623 | Time: 2238.25 ms
[2021-01-22 07:57:22 main:574] : INFO : Epoch 563 | loss: 0.0311518 | val_loss: 0.031161 | Time: 2403.34 ms
[2021-01-22 07:57:25 main:574] : INFO : Epoch 564 | loss: 0.0311497 | val_loss: 0.0311624 | Time: 2292.96 ms
[2021-01-22 07:57:27 main:574] : INFO : Epoch 565 | loss: 0.0311501 | val_loss: 0.0311619 | Time: 2421.28 ms
[2021-01-22 07:57:29 main:574] : INFO : Epoch 566 | loss: 0.0311493 | val_loss: 0.0311605 | Time: 2225.61 ms
[2021-01-22 07:57:32 main:574] : INFO : Epoch 567 | loss: 0.0311485 | val_loss: 0.0311617 | Time: 2413.71 ms
[2021-01-22 07:57:34 main:574] : INFO : Epoch 568 | loss: 0.0311505 | val_loss: 0.0311618 | Time: 2317.79 ms
[2021-01-22 07:57:37 main:574] : INFO : Epoch 569 | loss: 0.0311509 | val_loss: 0.0311606 | Time: 2291.37 ms
[2021-01-22 07:57:39 main:574] : INFO : Epoch 570 | loss: 0.0311505 | val_loss: 0.0311613 | Time: 2313.15 ms
[2021-01-22 07:57:41 main:574] : INFO : Epoch 571 | loss: 0.0311497 | val_loss: 0.0311604 | Time: 2310.79 ms
[2021-01-22 07:57:44 main:574] : INFO : Epoch 572 | loss: 0.0311485 | val_loss: 0.0311598 | Time: 2393.55 ms
[2021-01-22 07:57:46 main:574] : INFO : Epoch 573 | loss: 0.0311489 | val_loss: 0.0311587 | Time: 2345.27 ms
[2021-01-22 07:57:49 main:574] : INFO : Epoch 574 | loss: 0.0311487 | val_loss: 0.0311592 | Time: 2397.34 ms
[2021-01-22 07:57:51 main:574] : INFO : Epoch 575 | loss: 0.0311487 | val_loss: 0.0311579 | Time: 2307.9 ms
[2021-01-22 07:57:53 main:574] : INFO : Epoch 576 | loss: 0.0311486 | val_loss: 0.0311596 | Time: 2334.17 ms
[2021-01-22 07:57:56 main:574] : INFO : Epoch 577 | loss: 0.0311495 | val_loss: 0.0311603 | Time: 2391.59 ms
[2021-01-22 07:57:58 main:574] : INFO : Epoch 578 | loss: 0.0311497 | val_loss: 0.0311583 | Time: 2446.02 ms
[2021-01-22 07:58:01 main:574] : INFO : Epoch 579 | loss: 0.0311487 | val_loss: 0.0311589 | Time: 2319.83 ms
[2021-01-22 07:58:03 main:574] : INFO : Epoch 580 | loss: 0.0311495 | val_loss: 0.0311583 | Time: 2317.42 ms
[2021-01-22 07:58:05 main:574] : INFO : Epoch 581 | loss: 0.0311487 | val_loss: 0.0311578 | Time: 2383.04 ms
[2021-01-22 07:58:08 main:574] : INFO : Epoch 582 | loss: 0.0311483 | val_loss: 0.0311573 | Time: 2286.7 ms
[2021-01-22 07:58:10 main:574] : INFO : Epoch 583 | loss: 0.0311478 | val_loss: 0.0311576 | Time: 2408.69 ms
[2021-01-22 07:58:13 main:574] : INFO : Epoch 584 | loss: 0.0311485 | val_loss: 0.0311577 | Time: 2407.82 ms
[2021-01-22 07:58:15 main:574] : INFO : Epoch 585 | loss: 0.0311486 | val_loss: 0.0311585 | Time: 2354.7 ms
[2021-01-22 07:58:18 main:574] : INFO : Epoch 586 | loss: 0.0311495 | val_loss: 0.0311587 | Time: 2386.5 ms
[2021-01-22 07:58:20 main:574] : INFO : Epoch 587 | loss: 0.0311522 | val_loss: 0.031158 | Time: 2274.8 ms
[2021-01-22 07:58:22 main:574] : INFO : Epoch 588 | loss: 0.0311505 | val_loss: 0.0311625 | Time: 2462.01 ms
[2021-01-22 07:58:25 main:574] : INFO : Epoch 589 | loss: 0.0311502 | val_loss: 0.0311604 | Time: 2399.49 ms
[2021-01-22 07:58:27 main:574] : INFO : Epoch 590 | loss: 0.0311502 | val_loss: 0.0311636 | Time: 2364.41 ms
[2021-01-22 07:58:30 main:574] : INFO : Epoch 591 | loss: 0.0311513 | val_loss: 0.0311609 | Time: 2319.37 ms
[2021-01-22 07:58:32 main:574] : INFO : Epoch 592 | loss: 0.0311529 | val_loss: 0.0311631 | Time: 2410.76 ms
[2021-01-22 07:58:35 main:574] : INFO : Epoch 593 | loss: 0.0311516 | val_loss: 0.0311606 | Time: 2427.99 ms
[2021-01-22 07:58:37 main:574] : INFO : Epoch 594 | loss: 0.031154 | val_loss: 0.0311614 | Time: 2413.3 ms
[2021-01-22 07:58:40 main:574] : INFO : Epoch 595 | loss: 0.0311524 | val_loss: 0.0311602 | Time: 2401.48 ms
[2021-01-22 07:58:42 main:574] : INFO : Epoch 596 | loss: 0.0311514 | val_loss: 0.03116 | Time: 2287.08 ms
[2021-01-22 07:58:44 main:574] : INFO : Epoch 597 | loss: 0.0311528 | val_loss: 0.0311606 | Time: 2394.8 ms
[2021-01-22 07:58:47 main:574] : INFO : Epoch 598 | loss: 0.0311522 | val_loss: 0.0311618 | Time: 2341.06 ms
[2021-01-22 07:58:49 main:574] : INFO : Epoch 599 | loss: 0.0311529 | val_loss: 0.0311625 | Time: 2588.74 ms
[2021-01-22 07:58:52 main:574] : INFO : Epoch 600 | loss: 0.031153 | val_loss: 0.0311604 | Time: 2359.31 ms
[2021-01-22 07:58:54 main:574] : INFO : Epoch 601 | loss: 0.0311513 | val_loss: 0.0311625 | Time: 2300.62 ms
[2021-01-22 07:58:57 main:574] : INFO : Epoch 602 | loss: 0.0311513 | val_loss: 0.0311602 | Time: 2314.08 ms
[2021-01-22 07:58:59 main:574] : INFO : Epoch 603 | loss: 0.031151 | val_loss: 0.0311607 | Time: 2355.45 ms
[2021-01-22 07:59:01 main:574] : INFO : Epoch 604 | loss: 0.0311512 | val_loss: 0.031161 | Time: 2239.45 ms
[2021-01-22 07:59:04 main:574] : INFO : Epoch 605 | loss: 0.0311501 | val_loss: 0.0311609 | Time: 2313.09 ms
[2021-01-22 07:59:06 main:574] : INFO : Epoch 606 | loss: 0.0311496 | val_loss: 0.0311595 | Time: 2356.94 ms
[2021-01-22 07:59:08 main:574] : INFO : Epoch 607 | loss: 0.0311494 | val_loss: 0.0311589 | Time: 2241.61 ms
[2021-01-22 07:59:11 main:574] : INFO : Epoch 608 | loss: 0.0311491 | val_loss: 0.0311629 | Time: 2376.38 ms
[2021-01-22 07:59:13 main:574] : INFO : Epoch 609 | loss: 0.0311518 | val_loss: 0.031161 | Time: 2334.2 ms
[2021-01-22 07:59:16 main:574] : INFO : Epoch 610 | loss: 0.0311495 | val_loss: 0.0311612 | Time: 2357.7 ms
[2021-01-22 07:59:18 main:574] : INFO : Epoch 611 | loss: 0.0311476 | val_loss: 0.0311592 | Time: 2273.48 ms
[2021-01-22 07:59:20 main:574] : INFO : Epoch 612 | loss: 0.0311486 | val_loss: 0.0311597 | Time: 2296.45 ms
[2021-01-22 07:59:23 main:574] : INFO : Epoch 613 | loss: 0.0311502 | val_loss: 0.0311596 | Time: 2327.62 ms
[2021-01-22 07:59:25 main:574] : INFO : Epoch 614 | loss: 0.0311493 | val_loss: 0.0311587 | Time: 2285.93 ms
[2021-01-22 07:59:28 main:574] : INFO : Epoch 615 | loss: 0.0311484 | val_loss: 0.0311619 | Time: 2359.05 ms
[2021-01-22 07:59:30 main:574] : INFO : Epoch 616 | loss: 0.0311494 | val_loss: 0.0311592 | Time: 2338.35 ms
[2021-01-22 07:59:32 main:574] : INFO : Epoch 617 | loss: 0.031152 | val_loss: 0.0311596 | Time: 2382.92 ms
[2021-01-22 07:59:35 main:574] : INFO : Epoch 618 | loss: 0.0311509 | val_loss: 0.0311597 | Time: 2291.14 ms
[2021-01-22 07:59:37 main:574] : INFO : Epoch 619 | loss: 0.0311502 | val_loss: 0.031161 | Time: 2325.1 ms
[2021-01-22 07:59:39 main:574] : INFO : Epoch 620 | loss: 0.0311499 | val_loss: 0.0311574 | Time: 2303.77 ms
[2021-01-22 07:59:42 main:574] : INFO : Epoch 621 | loss: 0.0311493 | val_loss: 0.03116 | Time: 2271.21 ms
[2021-01-22 07:59:44 main:574] : INFO : Epoch 622 | loss: 0.03115 | val_loss: 0.0311598 | Time: 2384.93 ms
[2021-01-22 07:59:47 main:574] : INFO : Epoch 623 | loss: 0.0311491 | val_loss: 0.0311625 | Time: 2316.91 ms
[2021-01-22 07:59:49 main:574] : INFO : Epoch 624 | loss: 0.0311501 | val_loss: 0.0311588 | Time: 2329.58 ms
[2021-01-22 07:59:51 main:574] : INFO : Epoch 625 | loss: 0.0311495 | val_loss: 0.0311601 | Time: 2289.87 ms
[2021-01-22 07:59:54 main:574] : INFO : Epoch 626 | loss: 0.0311487 | val_loss: 0.0311602 | Time: 2317.28 ms
[2021-01-22 07:59:56 main:574] : INFO : Epoch 627 | loss: 0.031149 | val_loss: 0.0311602 | Time: 2311.41 ms
[2021-01-22 07:59:58 main:574] : INFO : Epoch 628 | loss: 0.0311499 | val_loss: 0.0311617 | Time: 2288.4 ms
[2021-01-22 08:00:01 main:574] : INFO : Epoch 629 | loss: 0.0311496 | val_loss: 0.0311607 | Time: 2230.28 ms
[2021-01-22 08:00:03 main:574] : INFO : Epoch 630 | loss: 0.0311503 | val_loss: 0.0311628 | Time: 2444.82 ms
[2021-01-22 08:00:06 main:574] : INFO : Epoch 631 | loss: 0.03115 | val_loss: 0.0311623 | Time: 2330.97 ms
[2021-01-22 08:00:08 main:574] : INFO : Epoch 632 | loss: 0.0311488 | val_loss: 0.0311597 | Time: 2376.76 ms
[2021-01-22 08:00:10 main:574] : INFO : Epoch 633 | loss: 0.0311483 | val_loss: 0.03116 | Time: 2366.28 ms
[2021-01-22 08:00:13 main:574] : INFO : Epoch 634 | loss: 0.0311478 | val_loss: 0.0311591 | Time: 2382.82 ms
[2021-01-22 08:00:15 main:574] : INFO : Epoch 635 | loss: 0.0311482 | val_loss: 0.0311603 | Time: 2276.24 ms
[2021-01-22 08:00:17 main:574] : INFO : Epoch 636 | loss: 0.0311489 | val_loss: 0.0311682 | Time: 2261.49 ms
[2021-01-22 08:00:20 main:574] : INFO : Epoch 637 | loss: 0.0311497 | val_loss: 0.0311627 | Time: 2335.2 ms
[2021-01-22 08:00:22 main:574] : INFO : Epoch 638 | loss: 0.0311477 | val_loss: 0.0311617 | Time: 2428.06 ms
[2021-01-22 08:00:25 main:574] : INFO : Epoch 639 | loss: 0.0311474 | val_loss: 0.0311593 | Time: 2398.53 ms
[2021-01-22 08:00:27 main:574] : INFO : Epoch 640 | loss: 0.0311475 | val_loss: 0.031159 | Time: 2282.37 ms
[2021-01-22 08:00:29 main:574] : INFO : Epoch 641 | loss: 0.0311477 | val_loss: 0.0311622 | Time: 2337.15 ms
[2021-01-22 08:00:32 main:574] : INFO : Epoch 642 | loss: 0.031149 | val_loss: 0.0311596 | Time: 2331.76 ms
[2021-01-22 08:00:34 main:574] : INFO : Epoch 643 | loss: 0.0311485 | val_loss: 0.0311603 | Time: 2347.39 ms
[2021-01-22 08:00:37 main:574] : INFO : Epoch 644 | loss: 0.0311495 | val_loss: 0.0311585 | Time: 2243.55 ms
[2021-01-22 08:00:39 main:574] : INFO : Epoch 645 | loss: 0.0311499 | val_loss: 0.0311578 | Time: 2259.2 ms
[2021-01-22 08:00:41 main:574] : INFO : Epoch 646 | loss: 0.0311492 | val_loss: 0.0311581 | Time: 2301.02 ms
[2021-01-22 08:00:44 main:574] : INFO : Epoch 647 | loss: 0.031149 | val_loss: 0.0311593 | Time: 2330.4 ms
[2021-01-22 08:00:46 main:574] : INFO : Epoch 648 | loss: 0.0311492 | val_loss: 0.0311629 | Time: 2325.13 ms
[2021-01-22 08:00:48 main:574] : INFO : Epoch 649 | loss: 0.0311549 | val_loss: 0.0311663 | Time: 2271.15 ms
[2021-01-22 08:00:51 main:574] : INFO : Epoch 650 | loss: 0.031157 | val_loss: 0.0311603 | Time: 2397.31 ms
[2021-01-22 08:00:53 main:574] : INFO : Epoch 651 | loss: 0.031153 | val_loss: 0.0311598 | Time: 2258.89 ms
[2021-01-22 08:00:56 main:574] : INFO : Epoch 652 | loss: 0.0311515 | val_loss: 0.0311582 | Time: 2352.02 ms
[2021-01-22 08:00:58 main:574] : INFO : Epoch 653 | loss: 0.0311519 | val_loss: 0.0311633 | Time: 2322.04 ms
[2021-01-22 08:01:00 main:574] : INFO : Epoch 654 | loss: 0.0311528 | val_loss: 0.0311637 | Time: 2289.74 ms
[2021-01-22 08:01:03 main:574] : INFO : Epoch 655 | loss: 0.0311541 | val_loss: 0.0311575 | Time: 2324.28 ms
[2021-01-22 08:01:05 main:574] : INFO : Epoch 656 | loss: 0.0311536 | val_loss: 0.0311589 | Time: 2320.49 ms
[2021-01-22 08:01:07 main:574] : INFO : Epoch 657 | loss: 0.0311529 | val_loss: 0.0311598 | Time: 2267.38 ms
[2021-01-22 08:01:10 main:574] : INFO : Epoch 658 | loss: 0.0311517 | val_loss: 0.0311599 | Time: 2393.37 ms
[2021-01-22 08:01:12 main:574] : INFO : Epoch 659 | loss: 0.0311507 | val_loss: 0.0311605 | Time: 2311.82 ms
[2021-01-22 08:01:15 main:574] : INFO : Epoch 660 | loss: 0.0311504 | val_loss: 0.0311661 | Time: 2378.98 ms
[2021-01-22 08:01:17 main:574] : INFO : Epoch 661 | loss: 0.0311516 | val_loss: 0.0311631 | Time: 2413.21 ms
[2021-01-22 08:01:19 main:574] : INFO : Epoch 662 | loss: 0.0311523 | val_loss: 0.0311626 | Time: 2293.48 ms
[2021-01-22 08:01:22 main:574] : INFO : Epoch 663 | loss: 0.0311536 | val_loss: 0.0311658 | Time: 2320.6 ms
[2021-01-22 08:01:24 main:574] : INFO : Epoch 664 | loss: 0.0311549 | val_loss: 0.0311621 | Time: 2297.66 ms
[2021-01-22 08:01:27 main:574] : INFO : Epoch 665 | loss: 0.0311534 | val_loss: 0.0311603 | Time: 2336.13 ms
[2021-01-22 08:01:29 main:574] : INFO : Epoch 666 | loss: 0.0311538 | val_loss: 0.0311609 | Time: 2294.28 ms
[2021-01-22 08:01:31 main:574] : INFO : Epoch 667 | loss: 0.0311532 | val_loss: 0.0311581 | Time: 2313.35 ms
[2021-01-22 08:01:34 main:574] : INFO : Epoch 668 | loss: 0.0311516 | val_loss: 0.031158 | Time: 2187.96 ms
[2021-01-22 08:01:36 main:574] : INFO : Epoch 669 | loss: 0.0311517 | val_loss: 0.0311574 | Time: 2404.59 ms
[2021-01-22 08:01:38 main:574] : INFO : Epoch 670 | loss: 0.0311506 | val_loss: 0.0311596 | Time: 2329.42 ms
[2021-01-22 08:01:41 main:574] : INFO : Epoch 671 | loss: 0.0311529 | val_loss: 0.0311656 | Time: 2235.8 ms
[2021-01-22 08:01:43 main:574] : INFO : Epoch 672 | loss: 0.0311543 | val_loss: 0.0311608 | Time: 2257.39 ms
[2021-01-22 08:01:45 main:574] : INFO : Epoch 673 | loss: 0.0311504 | val_loss: 0.0311647 | Time: 2281.37 ms
[2021-01-22 08:01:48 main:574] : INFO : Epoch 674 | loss: 0.0311518 | val_loss: 0.0311641 | Time: 2280.4 ms
[2021-01-22 08:01:50 main:574] : INFO : Epoch 675 | loss: 0.031154 | val_loss: 0.0311654 | Time: 2291.21 ms
[2021-01-22 08:01:52 main:574] : INFO : Epoch 676 | loss: 0.0311516 | val_loss: 0.0311682 | Time: 2344.04 ms
[2021-01-22 08:01:55 main:574] : INFO : Epoch 677 | loss: 0.0311516 | val_loss: 0.0311725 | Time: 2250.25 ms
[2021-01-22 08:01:57 main:574] : INFO : Epoch 678 | loss: 0.0311523 | val_loss: 0.0311621 | Time: 2259.94 ms
[2021-01-22 08:01:59 main:574] : INFO : Epoch 679 | loss: 0.0311511 | val_loss: 0.0311638 | Time: 2283.03 ms
[2021-01-22 08:02:02 main:574] : INFO : Epoch 680 | loss: 0.0311537 | val_loss: 0.0311657 | Time: 2227.35 ms
[2021-01-22 08:02:04 main:574] : INFO : Epoch 681 | loss: 0.0311548 | val_loss: 0.0311657 | Time: 2396.06 ms
[2021-01-22 08:02:06 main:574] : INFO : Epoch 682 | loss: 0.0311545 | val_loss: 0.0311628 | Time: 2280.38 ms
[2021-01-22 08:02:09 main:574] : INFO : Epoch 683 | loss: 0.031154 | val_loss: 0.0311627 | Time: 2343.96 ms
[2021-01-22 08:02:11 main:574] : INFO : Epoch 684 | loss: 0.0311576 | val_loss: 0.0311709 | Time: 2366.99 ms
[2021-01-22 08:02:14 main:574] : INFO : Epoch 685 | loss: 0.0311676 | val_loss: 0.0311666 | Time: 2309.02 ms
[2021-01-22 08:02:16 main:574] : INFO : Epoch 686 | loss: 0.031162 | val_loss: 0.0311651 | Time: 2295.24 ms
[2021-01-22 08:02:18 main:574] : INFO : Epoch 687 | loss: 0.0311616 | val_loss: 0.0311636 | Time: 2407.89 ms
[2021-01-22 08:02:21 main:574] : INFO : Epoch 688 | loss: 0.0311617 | val_loss: 0.0311654 | Time: 2261.61 ms
[2021-01-22 08:02:23 main:574] : INFO : Epoch 689 | loss: 0.0311607 | val_loss: 0.0311634 | Time: 2326.78 ms
[2021-01-22 08:02:26 main:574] : INFO : Epoch 690 | loss: 0.03116 | val_loss: 0.0311626 | Time: 2392.39 ms
[2021-01-22 08:02:28 main:574] : INFO : Epoch 691 | loss: 0.0311579 | val_loss: 0.0311629 | Time: 2309.25 ms
[2021-01-22 08:02:30 main:574] : INFO : Epoch 692 | loss: 0.0311588 | val_loss: 0.0311645 | Time: 2315.87 ms
[2021-01-22 08:02:33 main:574] : INFO : Epoch 693 | loss: 0.0311577 | val_loss: 0.0311644 | Time: 2247.88 ms
[2021-01-22 08:02:35 main:574] : INFO : Epoch 694 | loss: 0.0311577 | val_loss: 0.0311653 | Time: 2304.99 ms
[2021-01-22 08:02:37 main:574] : INFO : Epoch 695 | loss: 0.0311577 | val_loss: 0.0311649 | Time: 2275.3 ms
[2021-01-22 08:02:40 main:574] : INFO : Epoch 696 | loss: 0.0311575 | val_loss: 0.0311652 | Time: 2327.04 ms
[2021-01-22 08:02:42 main:574] : INFO : Epoch 697 | loss: 0.0311598 | val_loss: 0.0311655 | Time: 2399.05 ms
[2021-01-22 08:02:44 main:574] : INFO : Epoch 698 | loss: 0.0311602 | val_loss: 0.0311662 | Time: 2273.8 ms
[2021-01-22 08:02:47 main:574] : INFO : Epoch 699 | loss: 0.0311628 | val_loss: 0.0311659 | Time: 2231.47 ms
[2021-01-22 08:02:49 main:574] : INFO : Epoch 700 | loss: 0.0311613 | val_loss: 0.0311667 | Time: 2434.2 ms
[2021-01-22 08:02:51 main:574] : INFO : Epoch 701 | loss: 0.0311622 | val_loss: 0.0311663 | Time: 2204.03 ms
[2021-01-22 08:02:54 main:574] : INFO : Epoch 702 | loss: 0.03116 | val_loss: 0.0311667 | Time: 2357.28 ms
[2021-01-22 08:02:56 main:574] : INFO : Epoch 703 | loss: 0.031159 | val_loss: 0.031167 | Time: 2290.2 ms
[2021-01-22 08:02:59 main:574] : INFO : Epoch 704 | loss: 0.0311591 | val_loss: 0.0311681 | Time: 2229.29 ms
[2021-01-22 08:03:01 main:574] : INFO : Epoch 705 | loss: 0.0311595 | val_loss: 0.0311655 | Time: 2348.99 ms
[2021-01-22 08:03:03 main:574] : INFO : Epoch 706 | loss: 0.0311574 | val_loss: 0.0311649 | Time: 2296 ms
[2021-01-22 08:03:06 main:574] : INFO : Epoch 707 | loss: 0.0311569 | val_loss: 0.0311657 | Time: 2256.36 ms
[2021-01-22 08:03:08 main:574] : INFO : Epoch 708 | loss: 0.0311567 | val_loss: 0.0311651 | Time: 2303.44 ms
[2021-01-22 08:03:10 main:574] : INFO : Epoch 709 | loss: 0.0311555 | val_loss: 0.0311663 | Time: 2369.86 ms
[2021-01-22 08:03:13 main:574] : INFO : Epoch 710 | loss: 0.0311532 | val_loss: 0.0311642 | Time: 2189.86 ms
[2021-01-22 08:03:15 main:574] : INFO : Epoch 711 | loss: 0.0311529 | val_loss: 0.0311651 | Time: 2380.38 ms
[2021-01-22 08:03:17 main:574] : INFO : Epoch 712 | loss: 0.0311531 | val_loss: 0.0311651 | Time: 2215.96 ms
[2021-01-22 08:03:20 main:574] : INFO : Epoch 713 | loss: 0.0311531 | val_loss: 0.0311692 | Time: 2363.08 ms
[2021-01-22 08:03:22 main:574] : INFO : Epoch 714 | loss: 0.0311539 | val_loss: 0.0311643 | Time: 2282.15 ms
[2021-01-22 08:03:24 main:574] : INFO : Epoch 715 | loss: 0.0311524 | val_loss: 0.0311647 | Time: 2292.67 ms
[2021-01-22 08:03:27 main:574] : INFO : Epoch 716 | loss: 0.0311525 | val_loss: 0.0311645 | Time: 2269.61 ms
[2021-01-22 08:03:29 main:574] : INFO : Epoch 717 | loss: 0.0311547 | val_loss: 0.0311646 | Time: 2242.22 ms
[2021-01-22 08:03:32 main:574] : INFO : Epoch 718 | loss: 0.0311549 | val_loss: 0.0311668 | Time: 2389.36 ms
[2021-01-22 08:03:34 main:574] : INFO : Epoch 719 | loss: 0.0311542 | val_loss: 0.0311646 | Time: 2365.06 ms
[2021-01-22 08:03:36 main:574] : INFO : Epoch 720 | loss: 0.0311526 | val_loss: 0.0311666 | Time: 2278.38 ms
[2021-01-22 08:03:39 main:574] : INFO : Epoch 721 | loss: 0.0311535 | val_loss: 0.0311649 | Time: 2350.94 ms
[2021-01-22 08:03:41 main:574] : INFO : Epoch 722 | loss: 0.0311523 | val_loss: 0.0311644 | Time: 2321.56 ms
[2021-01-22 08:03:43 main:574] : INFO : Epoch 723 | loss: 0.0311521 | val_loss: 0.0311643 | Time: 2252.22 ms
[2021-01-22 08:03:46 main:574] : INFO : Epoch 724 | loss: 0.031152 | val_loss: 0.031162 | Time: 2309.47 ms
[2021-01-22 08:03:48 main:574] : INFO : Epoch 725 | loss: 0.0311519 | val_loss: 0.0311674 | Time: 2317.96 ms
[2021-01-22 08:03:51 main:574] : INFO : Epoch 726 | loss: 0.0311522 | val_loss: 0.0311631 | Time: 2379.54 ms
[2021-01-22 08:03:53 main:574] : INFO : Epoch 727 | loss: 0.0311503 | val_loss: 0.0311657 | Time: 2345.64 ms
[2021-01-22 08:03:55 main:574] : INFO : Epoch 728 | loss: 0.0311507 | val_loss: 0.0311656 | Time: 2335.23 ms
[2021-01-22 08:03:58 main:574] : INFO : Epoch 729 | loss: 0.0311506 | val_loss: 0.0311641 | Time: 2275.36 ms
[2021-01-22 08:04:00 main:574] : INFO : Epoch 730 | loss: 0.0311494 | val_loss: 0.0311654 | Time: 2242.93 ms
[2021-01-22 08:04:03 main:574] : INFO : Epoch 731 | loss: 0.0311487 | val_loss: 0.031166 | Time: 2332.47 ms
[2021-01-22 08:04:05 main:574] : INFO : Epoch 732 | loss: 0.0311488 | val_loss: 0.0311635 | Time: 2443.83 ms
[2021-01-22 08:04:07 main:574] : INFO : Epoch 733 | loss: 0.0311493 | val_loss: 0.0311653 | Time: 2348.84 ms
[2021-01-22 08:04:10 main:574] : INFO : Epoch 734 | loss: 0.0311484 | val_loss: 0.0311645 | Time: 2211.68 ms
[2021-01-22 08:04:12 main:574] : INFO : Epoch 735 | loss: 0.0311495 | val_loss: 0.0311626 | Time: 2365.38 ms
[2021-01-22 08:04:15 main:574] : INFO : Epoch 736 | loss: 0.03115 | val_loss: 0.031169 | Time: 2360.41 ms
[2021-01-22 08:04:17 main:574] : INFO : Epoch 737 | loss: 0.0311511 | val_loss: 0.0311648 | Time: 2333.67 ms
[2021-01-22 08:04:19 main:574] : INFO : Epoch 738 | loss: 0.0311496 | val_loss: 0.0311627 | Time: 2275.36 ms
[2021-01-22 08:04:22 main:574] : INFO : Epoch 739 | loss: 0.0311502 | val_loss: 0.0311635 | Time: 2349.04 ms
[2021-01-22 08:04:24 main:574] : INFO : Epoch 740 | loss: 0.0311486 | val_loss: 0.0311644 | Time: 2242.63 ms
[2021-01-22 08:04:26 main:574] : INFO : Epoch 741 | loss: 0.0311497 | val_loss: 0.0311614 | Time: 2273.29 ms
[2021-01-22 08:04:29 main:574] : INFO : Epoch 742 | loss: 0.0311499 | val_loss: 0.0311638 | Time: 2347.57 ms
[2021-01-22 08:04:31 main:574] : INFO : Epoch 743 | loss: 0.0311514 | val_loss: 0.031168 | Time: 2258.51 ms
[2021-01-22 08:04:34 main:574] : INFO : Epoch 744 | loss: 0.0311521 | val_loss: 0.031163 | Time: 2397.1 ms
[2021-01-22 08:04:36 main:574] : INFO : Epoch 745 | loss: 0.0311499 | val_loss: 0.0311605 | Time: 2281 ms
[2021-01-22 08:04:38 main:574] : INFO : Epoch 746 | loss: 0.031149 | val_loss: 0.0311622 | Time: 2371.78 ms
[2021-01-22 08:04:41 main:574] : INFO : Epoch 747 | loss: 0.0311488 | val_loss: 0.0311624 | Time: 2255.87 ms
[2021-01-22 08:04:43 main:574] : INFO : Epoch 748 | loss: 0.0311491 | val_loss: 0.0311628 | Time: 2319.6 ms
[2021-01-22 08:04:45 main:574] : INFO : Epoch 749 | loss: 0.0311485 | val_loss: 0.0311623 | Time: 2277.5 ms
[2021-01-22 08:04:48 main:574] : INFO : Epoch 750 | loss: 0.0311483 | val_loss: 0.0311671 | Time: 2277.09 ms
[2021-01-22 08:04:50 main:574] : INFO : Epoch 751 | loss: 0.0311533 | val_loss: 0.0311648 | Time: 2268.17 ms
[2021-01-22 08:04:53 main:574] : INFO : Epoch 752 | loss: 0.0311566 | val_loss: 0.0311645 | Time: 2363.55 ms
[2021-01-22 08:04:55 main:574] : INFO : Epoch 753 | loss: 0.0311525 | val_loss: 0.0311614 | Time: 2380.54 ms
[2021-01-22 08:04:57 main:574] : INFO : Epoch 754 | loss: 0.0311539 | val_loss: 0.0311628 | Time: 2363.62 ms
[2021-01-22 08:05:00 main:574] : INFO : Epoch 755 | loss: 0.0311535 | val_loss: 0.031164 | Time: 2291.6 ms
[2021-01-22 08:05:02 main:574] : INFO : Epoch 756 | loss: 0.0311533 | val_loss: 0.0311628 | Time: 2343.53 ms
[2021-01-22 08:05:05 main:574] : INFO : Epoch 757 | loss: 0.0311535 | val_loss: 0.0311684 | Time: 2286.72 ms
[2021-01-22 08:05:07 main:574] : INFO : Epoch 758 | loss: 0.0311548 | val_loss: 0.031165 | Time: 2271.16 ms
[2021-01-22 08:05:09 main:574] : INFO : Epoch 759 | loss: 0.0311553 | val_loss: 0.0311608 | Time: 2283.42 ms
[2021-01-22 08:05:12 main:574] : INFO : Epoch 760 | loss: 0.0311523 | val_loss: 0.0311618 | Time: 2269.53 ms
[2021-01-22 08:05:14 main:574] : INFO : Epoch 761 | loss: 0.0311528 | val_loss: 0.0311618 | Time: 2282.92 ms
[2021-01-22 08:05:16 main:574] : INFO : Epoch 762 | loss: 0.0311529 | val_loss: 0.0311618 | Time: 2410.31 ms
[2021-01-22 08:05:19 main:574] : INFO : Epoch 763 | loss: 0.0311529 | val_loss: 0.0311659 | Time: 2377.23 ms
[2021-01-22 08:05:21 main:574] : INFO : Epoch 764 | loss: 0.0311527 | val_loss: 0.0311631 | Time: 2368.45 ms
[2021-01-22 08:05:24 main:574] : INFO : Epoch 765 | loss: 0.0311526 | val_loss: 0.031162 | Time: 2357.99 ms
[2021-01-22 08:05:26 main:574] : INFO : Epoch 766 | loss: 0.0311528 | val_loss: 0.031171 | Time: 2262.22 ms
[2021-01-22 08:05:28 main:574] : INFO : Epoch 767 | loss: 0.031155 | val_loss: 0.0311592 | Time: 2331.83 ms
[2021-01-22 08:05:31 main:574] : INFO : Epoch 768 | loss: 0.0311515 | val_loss: 0.0311599 | Time: 2530.5 ms
[2021-01-22 08:05:33 main:574] : INFO : Epoch 769 | loss: 0.0311513 | val_loss: 0.0311587 | Time: 2272.13 ms
[2021-01-22 08:05:36 main:574] : INFO : Epoch 770 | loss: 0.0311532 | val_loss: 0.031164 | Time: 2309.37 ms
[2021-01-22 08:05:38 main:574] : INFO : Epoch 771 | loss: 0.0311522 | val_loss: 0.0311698 | Time: 2339.12 ms
[2021-01-22 08:05:40 main:574] : INFO : Epoch 772 | loss: 0.0311542 | val_loss: 0.0311678 | Time: 2297.36 ms
[2021-01-22 08:05:43 main:574] : INFO : Epoch 773 | loss: 0.0311575 | val_loss: 0.0311639 | Time: 2336.43 ms
[2021-01-22 08:05:45 main:574] : INFO : Epoch 774 | loss: 0.0311567 | val_loss: 0.0311668 | Time: 2386.69 ms
[2021-01-22 08:05:48 main:574] : INFO : Epoch 775 | loss: 0.0311563 | val_loss: 0.03117 | Time: 2336.6 ms
[2021-01-22 08:05:50 main:574] : INFO : Epoch 776 | loss: 0.0311572 | val_loss: 0.0311644 | Time: 2297.98 ms
[2021-01-22 08:05:52 main:574] : INFO : Epoch 777 | loss: 0.0311567 | val_loss: 0.0311657 | Time: 2320.15 ms
[2021-01-22 08:05:55 main:574] : INFO : Epoch 778 | loss: 0.0311559 | val_loss: 0.0311627 | Time: 2293.49 ms
[2021-01-22 08:05:57 main:574] : INFO : Epoch 779 | loss: 0.031156 | val_loss: 0.0311631 | Time: 2378.38 ms
[2021-01-22 08:06:00 main:574] : INFO : Epoch 780 | loss: 0.0311565 | val_loss: 0.0311634 | Time: 2258.6 ms
[2021-01-22 08:06:02 main:574] : INFO : Epoch 781 | loss: 0.0311562 | val_loss: 0.0311646 | Time: 2372.29 ms
[2021-01-22 08:06:04 main:574] : INFO : Epoch 782 | loss: 0.0311561 | val_loss: 0.0311657 | Time: 2259.69 ms
[2021-01-22 08:06:07 main:574] : INFO : Epoch 783 | loss: 0.0311562 | val_loss: 0.031168 | Time: 2346.89 ms
[2021-01-22 08:06:09 main:574] : INFO : Epoch 784 | loss: 0.0311578 | val_loss: 0.031172 | Time: 2328.29 ms
[2021-01-22 08:06:12 main:574] : INFO : Epoch 785 | loss: 0.0311602 | val_loss: 0.0311683 | Time: 2303.46 ms
[2021-01-22 08:06:14 main:574] : INFO : Epoch 786 | loss: 0.0311603 | val_loss: 0.0311675 | Time: 2332.49 ms
[2021-01-22 08:06:16 main:574] : INFO : Epoch 787 | loss: 0.0311596 | val_loss: 0.0311687 | Time: 2419.13 ms
[2021-01-22 08:06:19 main:574] : INFO : Epoch 788 | loss: 0.031161 | val_loss: 0.0311702 | Time: 2284.79 ms
[2021-01-22 08:06:21 main:574] : INFO : Epoch 789 | loss: 0.0311634 | val_loss: 0.0311675 | Time: 2228 ms
[2021-01-22 08:06:23 main:574] : INFO : Epoch 790 | loss: 0.0311637 | val_loss: 0.031171 | Time: 2345.22 ms
[2021-01-22 08:06:26 main:574] : INFO : Epoch 791 | loss: 0.0311625 | val_loss: 0.0311672 | Time: 2362.71 ms
[2021-01-22 08:06:28 main:574] : INFO : Epoch 792 | loss: 0.0311606 | val_loss: 0.0311627 | Time: 2415.87 ms
[2021-01-22 08:06:31 main:574] : INFO : Epoch 793 | loss: 0.0311598 | val_loss: 0.0311669 | Time: 2258.53 ms
[2021-01-22 08:06:33 main:574] : INFO : Epoch 794 | loss: 0.03116 | val_loss: 0.0311633 | Time: 2476.07 ms
[2021-01-22 08:06:35 main:574] : INFO : Epoch 795 | loss: 0.0311591 | val_loss: 0.0311635 | Time: 2341.47 ms
[2021-01-22 08:06:38 main:574] : INFO : Epoch 796 | loss: 0.0311572 | val_loss: 0.0311634 | Time: 2394.92 ms
[2021-01-22 08:06:40 main:574] : INFO : Epoch 797 | loss: 0.0311572 | val_loss: 0.0311724 | Time: 2248.99 ms
[2021-01-22 08:06:43 main:574] : INFO : Epoch 798 | loss: 0.0311584 | val_loss: 0.0311617 | Time: 2278.65 ms
[2021-01-22 08:06:45 main:574] : INFO : Epoch 799 | loss: 0.0311523 | val_loss: 0.031161 | Time: 2331.15 ms
[2021-01-22 08:06:47 main:574] : INFO : Epoch 800 | loss: 0.0311529 | val_loss: 0.0311624 | Time: 2304.49 ms
[2021-01-22 08:06:50 main:574] : INFO : Epoch 801 | loss: 0.0311516 | val_loss: 0.0311592 | Time: 2321.54 ms
[2021-01-22 08:06:52 main:574] : INFO : Epoch 802 | loss: 0.0311515 | val_loss: 0.0311595 | Time: 2267.25 ms
[2021-01-22 08:06:54 main:574] : INFO : Epoch 803 | loss: 0.0311523 | val_loss: 0.0311593 | Time: 2386.63 ms
[2021-01-22 08:06:57 main:574] : INFO : Epoch 804 | loss: 0.0311529 | val_loss: 0.0311585 | Time: 2385.74 ms
[2021-01-22 08:06:59 main:574] : INFO : Epoch 805 | loss: 0.0311524 | val_loss: 0.0311611 | Time: 2319.25 ms
[2021-01-22 08:07:02 main:574] : INFO : Epoch 806 | loss: 0.0311522 | val_loss: 0.0311606 | Time: 2290.47 ms
[2021-01-22 08:07:04 main:574] : INFO : Epoch 807 | loss: 0.0311515 | val_loss: 0.031161 | Time: 2381.45 ms
[2021-01-22 08:07:06 main:574] : INFO : Epoch 808 | loss: 0.0311508 | val_loss: 0.0311611 | Time: 2393.02 ms
[2021-01-22 08:07:09 main:574] : INFO : Epoch 809 | loss: 0.0311518 | val_loss: 0.0311613 | Time: 2326.64 ms
[2021-01-22 08:07:11 main:574] : INFO : Epoch 810 | loss: 0.0311523 | val_loss: 0.0311615 | Time: 2409.99 ms
[2021-01-22 08:07:14 main:574] : INFO : Epoch 811 | loss: 0.0311517 | val_loss: 0.0311604 | Time: 2339.22 ms
[2021-01-22 08:07:16 main:574] : INFO : Epoch 812 | loss: 0.0311521 | val_loss: 0.0311594 | Time: 2370.11 ms
[2021-01-22 08:07:19 main:574] : INFO : Epoch 813 | loss: 0.0311517 | val_loss: 0.0311702 | Time: 2253.82 ms
[2021-01-22 08:07:21 main:574] : INFO : Epoch 814 | loss: 0.0311537 | val_loss: 0.0311603 | Time: 2445.94 ms
[2021-01-22 08:07:23 main:574] : INFO : Epoch 815 | loss: 0.0311521 | val_loss: 0.0311608 | Time: 2335.38 ms
[2021-01-22 08:07:26 main:574] : INFO : Epoch 816 | loss: 0.0311514 | val_loss: 0.031164 | Time: 2473.75 ms
[2021-01-22 08:07:28 main:574] : INFO : Epoch 817 | loss: 0.0311508 | val_loss: 0.0311598 | Time: 2327.86 ms
[2021-01-22 08:07:31 main:574] : INFO : Epoch 818 | loss: 0.0311498 | val_loss: 0.0311614 | Time: 2198.71 ms
[2021-01-22 08:07:33 main:574] : INFO : Epoch 819 | loss: 0.0311497 | val_loss: 0.0311603 | Time: 2232.75 ms
[2021-01-22 08:07:35 main:574] : INFO : Epoch 820 | loss: 0.0311504 | val_loss: 0.0311629 | Time: 2268.11 ms
[2021-01-22 08:07:38 main:574] : INFO : Epoch 821 | loss: 0.0311525 | val_loss: 0.0311605 | Time: 2340.93 ms
[2021-01-22 08:07:40 main:574] : INFO : Epoch 822 | loss: 0.0311516 | val_loss: 0.0311619 | Time: 2288.19 ms
[2021-01-22 08:07:42 main:574] : INFO : Epoch 823 | loss: 0.0311495 | val_loss: 0.0311623 | Time: 2293.43 ms
[2021-01-22 08:07:45 main:574] : INFO : Epoch 824 | loss: 0.0311493 | val_loss: 0.0311622 | Time: 2306.9 ms
[2021-01-22 08:07:47 main:574] : INFO : Epoch 825 | loss: 0.0311514 | val_loss: 0.0311622 | Time: 2290.41 ms
[2021-01-22 08:07:50 main:574] : INFO : Epoch 826 | loss: 0.0311507 | val_loss: 0.0311612 | Time: 2383.76 ms
[2021-01-22 08:07:52 main:574] : INFO : Epoch 827 | loss: 0.0311518 | val_loss: 0.0311608 | Time: 2255.49 ms
[2021-01-22 08:07:54 main:574] : INFO : Epoch 828 | loss: 0.031152 | val_loss: 0.0311624 | Time: 2246.04 ms
[2021-01-22 08:07:57 main:574] : INFO : Epoch 829 | loss: 0.0311525 | val_loss: 0.0311608 | Time: 2317.49 ms
[2021-01-22 08:07:59 main:574] : INFO : Epoch 830 | loss: 0.0311509 | val_loss: 0.0311616 | Time: 2335.29 ms
[2021-01-22 08:08:01 main:574] : INFO : Epoch 831 | loss: 0.0311506 | val_loss: 0.0311629 | Time: 2244.67 ms
[2021-01-22 08:08:04 main:574] : INFO : Epoch 832 | loss: 0.0311519 | val_loss: 0.0311676 | Time: 2232.32 ms
[2021-01-22 08:08:06 main:574] : INFO : Epoch 833 | loss: 0.0311543 | val_loss: 0.0311632 | Time: 2398.67 ms
[2021-01-22 08:08:08 main:574] : INFO : Epoch 834 | loss: 0.0311538 | val_loss: 0.0311617 | Time: 2226.17 ms
[2021-01-22 08:08:11 main:574] : INFO : Epoch 835 | loss: 0.031154 | val_loss: 0.0311665 | Time: 2387.46 ms
[2021-01-22 08:08:13 main:574] : INFO : Epoch 836 | loss: 0.031152 | val_loss: 0.0311631 | Time: 2264.02 ms
[2021-01-22 08:08:15 main:574] : INFO : Epoch 837 | loss: 0.0311514 | val_loss: 0.0311615 | Time: 2282.07 ms
[2021-01-22 08:08:18 main:574] : INFO : Epoch 838 | loss: 0.031151 | val_loss: 0.0311619 | Time: 2365.07 ms
[2021-01-22 08:08:20 main:574] : INFO : Epoch 839 | loss: 0.0311508 | val_loss: 0.0311633 | Time: 2291.51 ms
[2021-01-22 08:08:23 main:574] : INFO : Epoch 840 | loss: 0.0311519 | val_loss: 0.0311654 | Time: 2230.07 ms
[2021-01-22 08:08:25 main:574] : INFO : Epoch 841 | loss: 0.0311502 | val_loss: 0.0311642 | Time: 2308.64 ms
[2021-01-22 08:08:27 main:574] : INFO : Epoch 842 | loss: 0.0311498 | val_loss: 0.0311601 | Time: 2298.97 ms
[2021-01-22 08:08:30 main:574] : INFO : Epoch 843 | loss: 0.0311505 | val_loss: 0.0311658 | Time: 2297.51 ms
[2021-01-22 08:08:32 main:574] : INFO : Epoch 844 | loss: 0.031151 | val_loss: 0.031165 | Time: 2334.56 ms
[2021-01-22 08:08:34 main:574] : INFO : Epoch 845 | loss: 0.0311553 | val_loss: 0.0311673 | Time: 2268.73 ms
[2021-01-22 08:08:37 main:574] : INFO : Epoch 846 | loss: 0.0311558 | val_loss: 0.0311656 | Time: 2313.29 ms
[2021-01-22 08:08:39 main:574] : INFO : Epoch 847 | loss: 0.0311542 | val_loss: 0.0311652 | Time: 2281.93 ms
[2021-01-22 08:08:41 main:574] : INFO : Epoch 848 | loss: 0.0311544 | val_loss: 0.0311635 | Time: 2354.21 ms
[2021-01-22 08:08:44 main:574] : INFO : Epoch 849 | loss: 0.031153 | val_loss: 0.0311652 | Time: 2386.08 ms
[2021-01-22 08:08:46 main:574] : INFO : Epoch 850 | loss: 0.0311536 | val_loss: 0.0311653 | Time: 2315.82 ms
[2021-01-22 08:08:49 main:574] : INFO : Epoch 851 | loss: 0.0311532 | val_loss: 0.0311656 | Time: 2398.71 ms
[2021-01-22 08:08:51 main:574] : INFO : Epoch 852 | loss: 0.031153 | val_loss: 0.0311673 | Time: 2320.53 ms
[2021-01-22 08:08:53 main:574] : INFO : Epoch 853 | loss: 0.0311515 | val_loss: 0.0311698 | Time: 2331.69 ms
[2021-01-22 08:08:56 main:574] : INFO : Epoch 854 | loss: 0.0311499 | val_loss: 0.0311672 | Time: 2369.51 ms
[2021-01-22 08:08:58 main:574] : INFO : Epoch 855 | loss: 0.0311506 | val_loss: 0.0311655 | Time: 2356.34 ms
[2021-01-22 08:09:01 main:574] : INFO : Epoch 856 | loss: 0.0311504 | val_loss: 0.0311651 | Time: 2296.87 ms
[2021-01-22 08:09:03 main:574] : INFO : Epoch 857 | loss: 0.0311499 | val_loss: 0.0311636 | Time: 2430.23 ms
[2021-01-22 08:09:06 main:574] : INFO : Epoch 858 | loss: 0.0311508 | val_loss: 0.0311658 | Time: 2289.77 ms
[2021-01-22 08:09:08 main:574] : INFO : Epoch 859 | loss: 0.0311508 | val_loss: 0.031164 | Time: 2377.93 ms
[2021-01-22 08:09:10 main:574] : INFO : Epoch 860 | loss: 0.0311498 | val_loss: 0.0311677 | Time: 2230.19 ms
[2021-01-22 08:09:13 main:574] : INFO : Epoch 861 | loss: 0.0311497 | val_loss: 0.0311668 | Time: 2390.79 ms
[2021-01-22 08:09:15 main:574] : INFO : Epoch 862 | loss: 0.0311508 | val_loss: 0.0311637 | Time: 2341.31 ms
[2021-01-22 08:09:18 main:574] : INFO : Epoch 863 | loss: 0.0311512 | val_loss: 0.0311649 | Time: 2237.25 ms
[2021-01-22 08:09:20 main:574] : INFO : Epoch 864 | loss: 0.0311498 | val_loss: 0.0311659 | Time: 2360.39 ms
[2021-01-22 08:09:22 main:574] : INFO : Epoch 865 | loss: 0.0311513 | val_loss: 0.0311655 | Time: 2255.6 ms
[2021-01-22 08:09:25 main:574] : INFO : Epoch 866 | loss: 0.0311506 | val_loss: 0.0311649 | Time: 2351.7 ms
[2021-01-22 08:09:27 main:574] : INFO : Epoch 867 | loss: 0.0311501 | val_loss: 0.0311629 | Time: 2339.27 ms
[2021-01-22 08:09:29 main:574] : INFO : Epoch 868 | loss: 0.03115 | val_loss: 0.0311625 | Time: 2296.28 ms
[2021-01-22 08:09:32 main:574] : INFO : Epoch 869 | loss: 0.0311494 | val_loss: 0.0311626 | Time: 2218.93 ms
[2021-01-22 08:09:34 main:574] : INFO : Epoch 870 | loss: 0.0311496 | val_loss: 0.0311625 | Time: 2336.83 ms
[2021-01-22 08:09:37 main:574] : INFO : Epoch 871 | loss: 0.0311523 | val_loss: 0.0311655 | Time: 2330.1 ms
[2021-01-22 08:09:39 main:574] : INFO : Epoch 872 | loss: 0.0311506 | val_loss: 0.0311647 | Time: 2196.92 ms
[2021-01-22 08:09:41 main:574] : INFO : Epoch 873 | loss: 0.0311493 | val_loss: 0.0311629 | Time: 2406.9 ms
[2021-01-22 08:09:44 main:574] : INFO : Epoch 874 | loss: 0.0311483 | val_loss: 0.0311639 | Time: 2333.88 ms
[2021-01-22 08:09:46 main:574] : INFO : Epoch 875 | loss: 0.031149 | val_loss: 0.0311643 | Time: 2351.88 ms
[2021-01-22 08:09:48 main:574] : INFO : Epoch 876 | loss: 0.0311506 | val_loss: 0.0311649 | Time: 2323.92 ms
[2021-01-22 08:09:51 main:574] : INFO : Epoch 877 | loss: 0.0311495 | val_loss: 0.0311642 | Time: 2305.02 ms
[2021-01-22 08:09:53 main:574] : INFO : Epoch 878 | loss: 0.031155 | val_loss: 0.0311676 | Time: 2417.06 ms
[2021-01-22 08:09:56 main:574] : INFO : Epoch 879 | loss: 0.0311584 | val_loss: 0.0311684 | Time: 2406.15 ms
[2021-01-22 08:09:58 main:574] : INFO : Epoch 880 | loss: 0.0311608 | val_loss: 0.0311706 | Time: 2368.22 ms
[2021-01-22 08:10:01 main:574] : INFO : Epoch 881 | loss: 0.0311594 | val_loss: 0.0311648 | Time: 2363.46 ms
[2021-01-22 08:10:03 main:574] : INFO : Epoch 882 | loss: 0.0311584 | val_loss: 0.0311658 | Time: 2245 ms
[2021-01-22 08:10:05 main:574] : INFO : Epoch 883 | loss: 0.0311581 | val_loss: 0.0311655 | Time: 2319.16 ms
[2021-01-22 08:10:08 main:574] : INFO : Epoch 884 | loss: 0.0311551 | val_loss: 0.0311652 | Time: 2384 ms
[2021-01-22 08:10:10 main:574] : INFO : Epoch 885 | loss: 0.0311548 | val_loss: 0.0311618 | Time: 2351.4 ms
[2021-01-22 08:10:12 main:574] : INFO : Epoch 886 | loss: 0.031154 | val_loss: 0.0311633 | Time: 2301.7 ms
[2021-01-22 08:10:15 main:574] : INFO : Epoch 887 | loss: 0.0311538 | val_loss: 0.0311635 | Time: 2394.24 ms
[2021-01-22 08:10:17 main:574] : INFO : Epoch 888 | loss: 0.0311562 | val_loss: 0.0311639 | Time: 2301.1 ms
[2021-01-22 08:10:20 main:574] : INFO : Epoch 889 | loss: 0.031157 | val_loss: 0.0311611 | Time: 2272.91 ms
[2021-01-22 08:10:22 main:574] : INFO : Epoch 890 | loss: 0.0311578 | val_loss: 0.0311644 | Time: 2342.64 ms
[2021-01-22 08:10:24 main:574] : INFO : Epoch 891 | loss: 0.031158 | val_loss: 0.0311634 | Time: 2303.77 ms
[2021-01-22 08:10:27 main:574] : INFO : Epoch 892 | loss: 0.031158 | val_loss: 0.0311676 | Time: 2375.68 ms
[2021-01-22 08:10:29 main:574] : INFO : Epoch 893 | loss: 0.0311581 | val_loss: 0.0311657 | Time: 2197.61 ms
[2021-01-22 08:10:32 main:574] : INFO : Epoch 894 | loss: 0.0311569 | val_loss: 0.0311621 | Time: 2508.89 ms
[2021-01-22 08:10:34 main:574] : INFO : Epoch 895 | loss: 0.0311558 | val_loss: 0.0311616 | Time: 2338.44 ms
[2021-01-22 08:10:36 main:574] : INFO : Epoch 896 | loss: 0.0311564 | val_loss: 0.0311653 | Time: 2327.14 ms
[2021-01-22 08:10:39 main:574] : INFO : Epoch 897 | loss: 0.0311579 | val_loss: 0.0311628 | Time: 2382.03 ms
[2021-01-22 08:10:41 main:574] : INFO : Epoch 898 | loss: 0.0311562 | val_loss: 0.0311624 | Time: 2403.95 ms
[2021-01-22 08:10:44 main:574] : INFO : Epoch 899 | loss: 0.031155 | val_loss: 0.0311644 | Time: 2270.01 ms
[2021-01-22 08:10:46 main:574] : INFO : Epoch 900 | loss: 0.0311549 | val_loss: 0.0311624 | Time: 2342.11 ms
[2021-01-22 08:10:48 main:574] : INFO : Epoch 901 | loss: 0.0311548 | val_loss: 0.0311628 | Time: 2309.33 ms
[2021-01-22 08:10:51 main:574] : INFO : Epoch 902 | loss: 0.0311558 | val_loss: 0.0311625 | Time: 2271.35 ms
[2021-01-22 08:10:53 main:574] : INFO : Epoch 903 | loss: 0.0311571 | val_loss: 0.0311666 | Time: 2289.33 ms
[2021-01-22 08:10:55 main:574] : INFO : Epoch 904 | loss: 0.0311563 | val_loss: 0.0311624 | Time: 2257.17 ms
[2021-01-22 08:10:58 main:574] : INFO : Epoch 905 | loss: 0.0311544 | val_loss: 0.0311629 | Time: 2414.79 ms
[2021-01-22 08:11:00 main:574] : INFO : Epoch 906 | loss: 0.0311552 | val_loss: 0.0311616 | Time: 2257.3 ms
[2021-01-22 08:11:03 main:574] : INFO : Epoch 907 | loss: 0.0311539 | val_loss: 0.0311626 | Time: 2298.56 ms
[2021-01-22 08:11:05 main:574] : INFO : Epoch 908 | loss: 0.0311547 | val_loss: 0.0311635 | Time: 2285.46 ms
[2021-01-22 08:11:07 main:574] : INFO : Epoch 909 | loss: 0.0311545 | val_loss: 0.031167 | Time: 2356.6 ms
[2021-01-22 08:11:10 main:574] : INFO : Epoch 910 | loss: 0.031159 | val_loss: 0.0311684 | Time: 2327.09 ms
[2021-01-22 08:11:12 main:574] : INFO : Epoch 911 | loss: 0.0311626 | val_loss: 0.0311706 | Time: 2271.31 ms
[2021-01-22 08:11:14 main:574] : INFO : Epoch 912 | loss: 0.031158 | val_loss: 0.0311661 | Time: 2380.24 ms
[2021-01-22 08:11:17 main:574] : INFO : Epoch 913 | loss: 0.0311537 | val_loss: 0.0311648 | Time: 2335.45 ms
[2021-01-22 08:11:19 main:574] : INFO : Epoch 914 | loss: 0.0311538 | val_loss: 0.0311637 | Time: 2288.2 ms
[2021-01-22 08:11:22 main:574] : INFO : Epoch 915 | loss: 0.0311546 | val_loss: 0.0311655 | Time: 2320.9 ms
[2021-01-22 08:11:24 main:574] : INFO : Epoch 916 | loss: 0.031153 | val_loss: 0.0311628 | Time: 2249.27 ms
[2021-01-22 08:11:26 main:574] : INFO : Epoch 917 | loss: 0.031152 | val_loss: 0.031165 | Time: 2303.61 ms
[2021-01-22 08:11:29 main:574] : INFO : Epoch 918 | loss: 0.0311522 | val_loss: 0.0311613 | Time: 2320.16 ms
[2021-01-22 08:11:31 main:574] : INFO : Epoch 919 | loss: 0.0311515 | val_loss: 0.0311617 | Time: 2279.7 ms
[2021-01-22 08:11:33 main:574] : INFO : Epoch 920 | loss: 0.0311524 | val_loss: 0.0311616 | Time: 2279.25 ms
[2021-01-22 08:11:36 main:574] : INFO : Epoch 921 | loss: 0.0311518 | val_loss: 0.0311617 | Time: 2373.26 ms
[2021-01-22 08:11:38 main:574] : INFO : Epoch 922 | loss: 0.0311522 | val_loss: 0.0311623 | Time: 2276.1 ms
[2021-01-22 08:11:40 main:574] : INFO : Epoch 923 | loss: 0.0311506 | val_loss: 0.0311631 | Time: 2272.28 ms
[2021-01-22 08:11:43 main:574] : INFO : Epoch 924 | loss: 0.0311522 | val_loss: 0.0311653 | Time: 2361.02 ms
[2021-01-22 08:11:45 main:574] : INFO : Epoch 925 | loss: 0.031151 | val_loss: 0.0311628 | Time: 2352.73 ms
[2021-01-22 08:11:47 main:574] : INFO : Epoch 926 | loss: 0.03115 | val_loss: 0.0311655 | Time: 2275.2 ms
[2021-01-22 08:11:50 main:574] : INFO : Epoch 927 | loss: 0.03115 | val_loss: 0.0311642 | Time: 2270.88 ms
[2021-01-22 08:11:52 main:574] : INFO : Epoch 928 | loss: 0.0311521 | val_loss: 0.0311654 | Time: 2323.89 ms
[2021-01-22 08:11:55 main:574] : INFO : Epoch 929 | loss: 0.0311499 | val_loss: 0.0311629 | Time: 2361.55 ms
[2021-01-22 08:11:57 main:574] : INFO : Epoch 930 | loss: 0.0311505 | val_loss: 0.0311623 | Time: 2351.39 ms
[2021-01-22 08:12:00 main:574] : INFO : Epoch 931 | loss: 0.0311495 | val_loss: 0.0311625 | Time: 2379.19 ms
[2021-01-22 08:12:02 main:574] : INFO : Epoch 932 | loss: 0.031149 | val_loss: 0.0311652 | Time: 2383.85 ms
[2021-01-22 08:12:04 main:574] : INFO : Epoch 933 | loss: 0.0311491 | val_loss: 0.0311638 | Time: 2255.96 ms
[2021-01-22 08:12:07 main:574] : INFO : Epoch 934 | loss: 0.0311493 | val_loss: 0.031164 | Time: 2285.93 ms
[2021-01-22 08:12:09 main:574] : INFO : Epoch 935 | loss: 0.0311492 | val_loss: 0.0311657 | Time: 2239.78 ms
[2021-01-22 08:12:11 main:574] : INFO : Epoch 936 | loss: 0.0311501 | val_loss: 0.0311659 | Time: 2301.52 ms
[2021-01-22 08:12:14 main:574] : INFO : Epoch 937 | loss: 0.0311499 | val_loss: 0.0311652 | Time: 2270.77 ms
[2021-01-22 08:12:16 main:574] : INFO : Epoch 938 | loss: 0.0311491 | val_loss: 0.0311645 | Time: 2291.9 ms
[2021-01-22 08:12:18 main:574] : INFO : Epoch 939 | loss: 0.0311501 | val_loss: 0.0311659 | Time: 2298.18 ms
[2021-01-22 08:12:21 main:574] : INFO : Epoch 940 | loss: 0.0311503 | val_loss: 0.031165 | Time: 2314.72 ms
[2021-01-22 08:12:23 main:574] : INFO : Epoch 941 | loss: 0.0311502 | val_loss: 0.031166 | Time: 2308.91 ms
[2021-01-22 08:12:25 main:574] : INFO : Epoch 942 | loss: 0.0311492 | val_loss: 0.0311655 | Time: 2252.28 ms
[2021-01-22 08:12:28 main:574] : INFO : Epoch 943 | loss: 0.0311498 | val_loss: 0.0311647 | Time: 2199.17 ms
[2021-01-22 08:12:30 main:574] : INFO : Epoch 944 | loss: 0.031152 | val_loss: 0.0311625 | Time: 2423.17 ms
[2021-01-22 08:12:32 main:574] : INFO : Epoch 945 | loss: 0.0311514 | val_loss: 0.0311633 | Time: 2227.09 ms
[2021-01-22 08:12:35 main:574] : INFO : Epoch 946 | loss: 0.0311533 | val_loss: 0.0311652 | Time: 2342.06 ms
[2021-01-22 08:12:37 main:574] : INFO : Epoch 947 | loss: 0.0311551 | val_loss: 0.0311629 | Time: 2371.11 ms
[2021-01-22 08:12:40 main:574] : INFO : Epoch 948 | loss: 0.0311515 | val_loss: 0.0311615 | Time: 2370.47 ms
[2021-01-22 08:12:42 main:574] : INFO : Epoch 949 | loss: 0.0311516 | val_loss: 0.0311621 | Time: 2333.93 ms
[2021-01-22 08:12:44 main:574] : INFO : Epoch 950 | loss: 0.0311517 | val_loss: 0.0311643 | Time: 2322.73 ms
[2021-01-22 08:12:47 main:574] : INFO : Epoch 951 | loss: 0.0311524 | val_loss: 0.0311606 | Time: 2311.73 ms
[2021-01-22 08:12:49 main:574] : INFO : Epoch 952 | loss: 0.0311513 | val_loss: 0.0311617 | Time: 2387.24 ms
[2021-01-22 08:12:52 main:574] : INFO : Epoch 953 | loss: 0.0311532 | val_loss: 0.0311614 | Time: 2246.5 ms
[2021-01-22 08:12:54 main:574] : INFO : Epoch 954 | loss: 0.0311501 | val_loss: 0.0311644 | Time: 2438.84 ms
[2021-01-22 08:12:57 main:574] : INFO : Epoch 955 | loss: 0.0311503 | val_loss: 0.0311621 | Time: 2440.63 ms
[2021-01-22 08:12:59 main:574] : INFO : Epoch 956 | loss: 0.0311502 | val_loss: 0.0311628 | Time: 2432.5 ms
[2021-01-22 08:13:01 main:574] : INFO : Epoch 957 | loss: 0.0311513 | val_loss: 0.0311681 | Time: 2192.23 ms
[2021-01-22 08:13:04 main:574] : INFO : Epoch 958 | loss: 0.0311523 | val_loss: 0.0311622 | Time: 2230.69 ms
[2021-01-22 08:13:06 main:574] : INFO : Epoch 959 | loss: 0.031151 | val_loss: 0.031163 | Time: 2311.8 ms
[2021-01-22 08:13:08 main:574] : INFO : Epoch 960 | loss: 0.0311501 | val_loss: 0.0311632 | Time: 2308.05 ms
[2021-01-22 08:13:11 main:574] : INFO : Epoch 961 | loss: 0.0311502 | val_loss: 0.0311634 | Time: 2262.41 ms
[2021-01-22 08:13:13 main:574] : INFO : Epoch 962 | loss: 0.0311504 | val_loss: 0.0311632 | Time: 2391.18 ms
[2021-01-22 08:13:15 main:574] : INFO : Epoch 963 | loss: 0.0311518 | val_loss: 0.0311654 | Time: 2321.9 ms
[2021-01-22 08:13:18 main:574] : INFO : Epoch 964 | loss: 0.0311516 | val_loss: 0.0311637 | Time: 2207.42 ms
[2021-01-22 08:13:20 main:574] : INFO : Epoch 965 | loss: 0.0311502 | val_loss: 0.0311629 | Time: 2254.09 ms
[2021-01-22 08:13:22 main:574] : INFO : Epoch 966 | loss: 0.0311506 | val_loss: 0.0311645 | Time: 2323.75 ms
[2021-01-22 08:13:25 main:574] : INFO : Epoch 967 | loss: 0.0311504 | val_loss: 0.0311634 | Time: 2265.44 ms
[2021-01-22 08:13:27 main:574] : INFO : Epoch 968 | loss: 0.0311505 | val_loss: 0.0311623 | Time: 2278.38 ms
[2021-01-22 08:13:29 main:574] : INFO : Epoch 969 | loss: 0.0311499 | val_loss: 0.0311647 | Time: 2261.01 ms
[2021-01-22 08:13:32 main:574] : INFO : Epoch 970 | loss: 0.0311496 | val_loss: 0.0311633 | Time: 2343.36 ms
[2021-01-22 08:13:34 main:574] : INFO : Epoch 971 | loss: 0.0311507 | val_loss: 0.0311624 | Time: 2501.97 ms
[2021-01-22 08:13:37 main:574] : INFO : Epoch 972 | loss: 0.0311522 | val_loss: 0.0311642 | Time: 2343.04 ms
[2021-01-22 08:13:39 main:574] : INFO : Epoch 973 | loss: 0.0311511 | val_loss: 0.0311606 | Time: 2354.99 ms
[2021-01-22 08:13:42 main:574] : INFO : Epoch 974 | loss: 0.0311513 | val_loss: 0.0311643 | Time: 2355.14 ms
[2021-01-22 08:13:44 main:574] : INFO : Epoch 975 | loss: 0.0311533 | val_loss: 0.0311647 | Time: 2375.44 ms
[2021-01-22 08:13:47 main:574] : INFO : Epoch 976 | loss: 0.031153 | val_loss: 0.0311663 | Time: 2322.87 ms
[2021-01-22 08:13:49 main:574] : INFO : Epoch 977 | loss: 0.0311512 | val_loss: 0.0311625 | Time: 2337.11 ms
[2021-01-22 08:13:51 main:574] : INFO : Epoch 978 | loss: 0.031154 | val_loss: 0.0311632 | Time: 2335.08 ms
[2021-01-22 08:13:54 main:574] : INFO : Epoch 979 | loss: 0.0311531 | val_loss: 0.0311644 | Time: 2332.54 ms
[2021-01-22 08:13:56 main:574] : INFO : Epoch 980 | loss: 0.0311517 | val_loss: 0.0311614 | Time: 2339.72 ms
[2021-01-22 08:13:58 main:574] : INFO : Epoch 981 | loss: 0.0311519 | val_loss: 0.0311619 | Time: 2308.28 ms
[2021-01-22 08:14:01 main:574] : INFO : Epoch 982 | loss: 0.0311513 | val_loss: 0.0311622 | Time: 2422.41 ms
[2021-01-22 08:14:03 main:574] : INFO : Epoch 983 | loss: 0.0311501 | val_loss: 0.0311639 | Time: 2348.09 ms
[2021-01-22 08:14:06 main:574] : INFO : Epoch 984 | loss: 0.0311508 | val_loss: 0.031163 | Time: 2269.25 ms
[2021-01-22 08:14:08 main:574] : INFO : Epoch 985 | loss: 0.0311533 | val_loss: 0.0311648 | Time: 2366.18 ms
[2021-01-22 08:14:10 main:574] : INFO : Epoch 986 | loss: 0.0311532 | val_loss: 0.031162 | Time: 2297.96 ms
[2021-01-22 08:14:13 main:574] : INFO : Epoch 987 | loss: 0.0311534 | val_loss: 0.0311639 | Time: 2365.14 ms
[2021-01-22 08:14:15 main:574] : INFO : Epoch 988 | loss: 0.0311527 | val_loss: 0.0311637 | Time: 2273.45 ms
[2021-01-22 08:14:18 main:574] : INFO : Epoch 989 | loss: 0.0311532 | val_loss: 0.0311645 | Time: 2325.72 ms
[2021-01-22 08:14:20 main:574] : INFO : Epoch 990 | loss: 0.0311518 | val_loss: 0.0311639 | Time: 2232.1 ms
[2021-01-22 08:14:22 main:574] : INFO : Epoch 991 | loss: 0.0311522 | val_loss: 0.0311656 | Time: 2237.29 ms
[2021-01-22 08:14:25 main:574] : INFO : Epoch 992 | loss: 0.0311516 | val_loss: 0.0311639 | Time: 2402.62 ms
[2021-01-22 08:14:27 main:574] : INFO : Epoch 993 | loss: 0.0311517 | val_loss: 0.0311619 | Time: 2360.64 ms
[2021-01-22 08:14:29 main:574] : INFO : Epoch 994 | loss: 0.0311528 | val_loss: 0.0311633 | Time: 2239.04 ms
[2021-01-22 08:14:32 main:574] : INFO : Epoch 995 | loss: 0.0311504 | val_loss: 0.0311625 | Time: 2345.75 ms
[2021-01-22 08:14:34 main:574] : INFO : Epoch 996 | loss: 0.0311507 | val_loss: 0.0311618 | Time: 2340.24 ms
[2021-01-22 08:14:36 main:574] : INFO : Epoch 997 | loss: 0.0311521 | val_loss: 0.031161 | Time: 2250.09 ms
[2021-01-22 08:14:39 main:574] : INFO : Epoch 998 | loss: 0.0311551 | val_loss: 0.031167 | Time: 2316.42 ms
[2021-01-22 08:14:41 main:574] : INFO : Epoch 999 | loss: 0.0311544 | val_loss: 0.0311617 | Time: 2351.35 ms
[2021-01-22 08:14:44 main:574] : INFO : Epoch 1000 | loss: 0.0311517 | val_loss: 0.0311607 | Time: 2347.68 ms
[2021-01-22 08:14:46 main:574] : INFO : Epoch 1001 | loss: 0.0311504 | val_loss: 0.0311643 | Time: 2379.78 ms
[2021-01-22 08:14:48 main:574] : INFO : Epoch 1002 | loss: 0.0311564 | val_loss: 0.0311633 | Time: 2233.52 ms
[2021-01-22 08:14:51 main:574] : INFO : Epoch 1003 | loss: 0.0311579 | val_loss: 0.0311625 | Time: 2344.12 ms
[2021-01-22 08:14:53 main:574] : INFO : Epoch 1004 | loss: 0.0311579 | val_loss: 0.031163 | Time: 2202.78 ms
[2021-01-22 08:14:55 main:574] : INFO : Epoch 1005 | loss: 0.0311576 | val_loss: 0.0311618 | Time: 2306.13 ms
[2021-01-22 08:14:58 main:574] : INFO : Epoch 1006 | loss: 0.0311561 | val_loss: 0.0311627 | Time: 2359.99 ms
[2021-01-22 08:15:00 main:574] : INFO : Epoch 1007 | loss: 0.031157 | val_loss: 0.0311613 | Time: 2258.09 ms
[2021-01-22 08:15:02 main:574] : INFO : Epoch 1008 | loss: 0.0311565 | val_loss: 0.0311617 | Time: 2337.16 ms
[2021-01-22 08:15:05 main:574] : INFO : Epoch 1009 | loss: 0.0311556 | val_loss: 0.0311628 | Time: 2260.48 ms
[2021-01-22 08:15:07 main:574] : INFO : Epoch 1010 | loss: 0.0311564 | val_loss: 0.031166 | Time: 2405.82 ms
[2021-01-22 08:15:09 main:574] : INFO : Epoch 1011 | loss: 0.0311563 | val_loss: 0.0311651 | Time: 2290.99 ms
[2021-01-22 08:15:12 main:574] : INFO : Epoch 1012 | loss: 0.0311554 | val_loss: 0.0311639 | Time: 2338.18 ms
[2021-01-22 08:15:14 main:574] : INFO : Epoch 1013 | loss: 0.0311562 | val_loss: 0.0311658 | Time: 2398.74 ms
[2021-01-22 08:15:17 main:574] : INFO : Epoch 1014 | loss: 0.0311554 | val_loss: 0.031164 | Time: 2199.76 ms
[2021-01-22 08:15:19 main:574] : INFO : Epoch 1015 | loss: 0.0311555 | val_loss: 0.0311633 | Time: 2360.34 ms
[2021-01-22 08:15:21 main:574] : INFO : Epoch 1016 | loss: 0.0311563 | val_loss: 0.0311654 | Time: 2352.42 ms
[2021-01-22 08:15:24 main:574] : INFO : Epoch 1017 | loss: 0.0311548 | val_loss: 0.0311677 | Time: 2253.73 ms
[2021-01-22 08:15:26 main:574] : INFO : Epoch 1018 | loss: 0.0311551 | val_loss: 0.0311654 | Time: 2352.87 ms
[2021-01-22 08:15:29 main:574] : INFO : Epoch 1019 | loss: 0.0311569 | val_loss: 0.0311682 | Time: 2464.47 ms
[2021-01-22 08:15:31 main:574] : INFO : Epoch 1020 | loss: 0.0311575 | val_loss: 0.0311656 | Time: 2461.25 ms
[2021-01-22 08:15:33 main:574] : INFO : Epoch 1021 | loss: 0.031155 | val_loss: 0.0311643 | Time: 2235.97 ms
[2021-01-22 08:15:36 main:574] : INFO : Epoch 1022 | loss: 0.0311552 | val_loss: 0.0311675 | Time: 2348.75 ms
[2021-01-22 08:15:38 main:574] : INFO : Epoch 1023 | loss: 0.0311551 | val_loss: 0.0311651 | Time: 2283.61 ms
[2021-01-22 08:15:41 main:574] : INFO : Epoch 1024 | loss: 0.0311563 | val_loss: 0.0311659 | Time: 2367.91 ms
[2021-01-22 08:15:41 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311659
[2021-01-22 08:15:41 main:603] : INFO : Saving end state to config to file
[2021-01-22 08:15:41 main:608] : INFO : Success, exiting..
08:15:41 (8960): 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)