Task 3753340
| Name | ParityMachine-1606531077-16806-15_0 |
| Workunit | 1929422 |
| Created | 22 Jan 2021, 0:38:18 UTC |
| Sent | 22 Jan 2021, 5:47:43 UTC |
| Report deadline | 29 Jan 2021, 5:47:43 UTC |
| Received | 22 Jan 2021, 8:01:20 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 2158 |
| Run time | 40 min 22 sec |
| CPU time | 34 min 52 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> NFO : Epoch 514 | loss: 0.0311534 | val_loss: 0.0311645 | Time: 2254.95 ms [2021-01-21 23:10:11 main:574] : INFO : Epoch 515 | loss: 0.0311531 | val_loss: 0.0311628 | Time: 2251.13 ms [2021-01-21 23:10:13 main:574] : INFO : Epoch 516 | loss: 0.0311551 | val_loss: 0.0311629 | Time: 2236.2 ms [2021-01-21 23:10:16 main:574] : INFO : Epoch 517 | loss: 0.0311555 | val_loss: 0.0311631 | Time: 2235.42 ms [2021-01-21 23:10:18 main:574] : INFO : Epoch 518 | loss: 0.0311554 | val_loss: 0.0311639 | Time: 2315.91 ms [2021-01-21 23:10:20 main:574] : INFO : Epoch 519 | loss: 0.0311547 | val_loss: 0.0311626 | Time: 2310.99 ms [2021-01-21 23:10:23 main:574] : INFO : Epoch 520 | loss: 0.0311563 | val_loss: 0.031166 | Time: 2272.53 ms [2021-01-21 23:10:25 main:574] : INFO : Epoch 521 | loss: 0.0311549 | val_loss: 0.0311628 | Time: 2297.54 ms [2021-01-21 23:10:27 main:574] : INFO : Epoch 522 | loss: 0.0311546 | val_loss: 0.0311633 | Time: 2229.68 ms [2021-01-21 23:10:30 main:574] : INFO : Epoch 523 | loss: 0.0311547 | val_loss: 0.0311649 | Time: 2329.42 ms [2021-01-21 23:10:32 main:574] : INFO : Epoch 524 | loss: 0.0311549 | val_loss: 0.0311629 | Time: 2270.51 ms [2021-01-21 23:10:34 main:574] : INFO : Epoch 525 | loss: 0.031154 | val_loss: 0.0311627 | Time: 2355.11 ms [2021-01-21 23:10:37 main:574] : INFO : Epoch 526 | loss: 0.031154 | val_loss: 0.0311642 | Time: 2349.79 ms [2021-01-21 23:10:39 main:574] : INFO : Epoch 527 | loss: 0.0311541 | val_loss: 0.0311633 | Time: 2349.75 ms [2021-01-21 23:10:42 main:574] : INFO : Epoch 528 | loss: 0.0311537 | val_loss: 0.0311629 | Time: 2373.05 ms [2021-01-21 23:10:44 main:574] : INFO : Epoch 529 | loss: 0.0311552 | val_loss: 0.0311624 | Time: 2177.78 ms [2021-01-21 23:10:46 main:574] : INFO : Epoch 530 | loss: 0.0311552 | val_loss: 0.0311618 | Time: 2160.84 ms [2021-01-21 23:10:48 main:574] : INFO : Epoch 531 | loss: 0.0311554 | val_loss: 0.0311649 | Time: 2268.59 ms [2021-01-21 23:10:51 main:574] : INFO : Epoch 532 | loss: 0.0311587 | val_loss: 0.0311632 | Time: 2343.27 ms [2021-01-21 23:10:53 main:574] : INFO : Epoch 533 | loss: 0.0311592 | val_loss: 0.031163 | Time: 2346.29 ms [2021-01-21 23:10:56 main:574] : INFO : Epoch 534 | loss: 0.0311574 | val_loss: 0.0311651 | Time: 2307 ms [2021-01-21 23:10:58 main:574] : INFO : Epoch 535 | loss: 0.0311575 | val_loss: 0.0311639 | Time: 2216.24 ms [2021-01-21 23:11:00 main:574] : INFO : Epoch 536 | loss: 0.0311564 | val_loss: 0.0311636 | Time: 2316.3 ms [2021-01-21 23:11:03 main:574] : INFO : Epoch 537 | loss: 0.0311573 | val_loss: 0.031162 | Time: 2299.47 ms [2021-01-21 23:11:05 main:574] : INFO : Epoch 538 | loss: 0.0311569 | val_loss: 0.0311614 | Time: 2332.91 ms [2021-01-21 23:11:07 main:574] : INFO : Epoch 539 | loss: 0.031156 | val_loss: 0.031163 | Time: 2244.77 ms [2021-01-21 23:11:10 main:574] : INFO : Epoch 540 | loss: 0.0311574 | val_loss: 0.031167 | Time: 2370.47 ms [2021-01-21 23:11:12 main:574] : INFO : Epoch 541 | loss: 0.03116 | val_loss: 0.0311614 | Time: 2319.73 ms [2021-01-21 23:11:14 main:574] : INFO : Epoch 542 | loss: 0.0311578 | val_loss: 0.0311625 | Time: 2364.24 ms [2021-01-21 23:11:17 main:574] : INFO : Epoch 543 | loss: 0.0311566 | val_loss: 0.0311634 | Time: 2247.37 ms [2021-01-21 23:11:19 main:574] : INFO : Epoch 544 | loss: 0.0311566 | val_loss: 0.0311636 | Time: 2239.83 ms [2021-01-21 23:11:21 main:574] : INFO : Epoch 545 | loss: 0.0311563 | val_loss: 0.0311628 | Time: 2344.81 ms [2021-01-21 23:11:24 main:574] : INFO : Epoch 546 | loss: 0.0311566 | val_loss: 0.0311631 | Time: 2302.74 ms [2021-01-21 23:11:26 main:574] : INFO : Epoch 547 | loss: 0.0311553 | val_loss: 0.0311636 | Time: 2302.34 ms [2021-01-21 23:11:29 main:574] : INFO : Epoch 548 | loss: 0.0311562 | val_loss: 0.0311646 | Time: 2360.51 ms [2021-01-21 23:11:31 main:574] : INFO : Epoch 549 | loss: 0.0311571 | val_loss: 0.0311644 | Time: 2181.82 ms [2021-01-21 23:11:33 main:574] : INFO : Epoch 550 | loss: 0.0311567 | val_loss: 0.0311637 | Time: 2234.93 ms [2021-01-21 23:11:36 main:574] : INFO : Epoch 551 | loss: 0.0311564 | val_loss: 0.0311646 | Time: 2403.08 ms [2021-01-21 23:11:38 main:574] : INFO : Epoch 552 | loss: 0.0311566 | val_loss: 0.0311638 | Time: 2366.31 ms [2021-01-21 23:11:40 main:574] : INFO : Epoch 553 | loss: 0.0311574 | val_loss: 0.0311636 | Time: 2237.76 ms [2021-01-21 23:11:43 main:574] : INFO : Epoch 554 | loss: 0.0311576 | val_loss: 0.0311649 | Time: 2292.4 ms [2021-01-21 23:11:45 main:574] : INFO : Epoch 555 | loss: 0.0311569 | val_loss: 0.0311655 | Time: 2296.06 ms [2021-01-21 23:11:47 main:574] : INFO : Epoch 556 | loss: 0.0311571 | val_loss: 0.0311645 | Time: 2312.02 ms [2021-01-21 23:11:50 main:574] : INFO : Epoch 557 | loss: 0.0311559 | val_loss: 0.0311649 | Time: 2286.01 ms [2021-01-21 23:11:52 main:574] : INFO : Epoch 558 | loss: 0.0311562 | val_loss: 0.031163 | Time: 2105.44 ms [2021-01-21 23:11:54 main:574] : INFO : Epoch 559 | loss: 0.0311564 | val_loss: 0.0311642 | Time: 2208.13 ms [2021-01-21 23:11:56 main:574] : INFO : Epoch 560 | loss: 0.0311561 | val_loss: 0.0311626 | Time: 2229.45 ms [2021-01-21 23:11:59 main:574] : INFO : Epoch 561 | loss: 0.0311556 | val_loss: 0.0311653 | Time: 2314.81 ms [2021-01-21 23:12:01 main:574] : INFO : Epoch 562 | loss: 0.0311572 | val_loss: 0.031166 | Time: 2317.78 ms [2021-01-21 23:12:03 main:574] : INFO : Epoch 563 | loss: 0.0311573 | val_loss: 0.0311644 | Time: 2157.14 ms [2021-01-21 23:12:06 main:574] : INFO : Epoch 564 | loss: 0.0311554 | val_loss: 0.0311635 | Time: 2311.55 ms [2021-01-21 23:12:08 main:574] : INFO : Epoch 565 | loss: 0.0311558 | val_loss: 0.0311641 | Time: 2274.27 ms [2021-01-21 23:12:10 main:574] : INFO : Epoch 566 | loss: 0.0311565 | val_loss: 0.0311634 | Time: 2279.7 ms [2021-01-21 23:12:13 main:574] : INFO : Epoch 567 | loss: 0.0311552 | val_loss: 0.0311633 | Time: 2292.77 ms [2021-01-21 23:12:15 main:574] : INFO : Epoch 568 | loss: 0.0311553 | val_loss: 0.0311643 | Time: 2276.68 ms [2021-01-21 23:12:17 main:574] : INFO : Epoch 569 | loss: 0.0311554 | val_loss: 0.031165 | Time: 2272.28 ms [2021-01-21 23:12:20 main:574] : INFO : Epoch 570 | loss: 0.0311552 | val_loss: 0.0311631 | Time: 2415.82 ms [2021-01-21 23:12:22 main:574] : INFO : Epoch 571 | loss: 0.0311549 | val_loss: 0.0311635 | Time: 2244.31 ms [2021-01-21 23:12:25 main:574] : INFO : Epoch 572 | loss: 0.0311553 | val_loss: 0.0311631 | Time: 2317.11 ms [2021-01-21 23:12:27 main:574] : INFO : Epoch 573 | loss: 0.0311559 | val_loss: 0.0311643 | Time: 2189.14 ms [2021-01-21 23:12:29 main:574] : INFO : Epoch 574 | loss: 0.0311549 | val_loss: 0.0311641 | Time: 2306.38 ms [2021-01-21 23:12:32 main:574] : INFO : Epoch 575 | loss: 0.031157 | val_loss: 0.0311651 | Time: 2379.42 ms [2021-01-21 23:12:34 main:574] : INFO : Epoch 576 | loss: 0.0311607 | val_loss: 0.0311658 | Time: 2354.27 ms [2021-01-21 23:12:37 main:574] : INFO : Epoch 577 | loss: 0.0311613 | val_loss: 0.0311672 | Time: 2314.61 ms [2021-01-21 23:12:39 main:574] : INFO : Epoch 578 | loss: 0.0311604 | val_loss: 0.0311656 | Time: 2227.81 ms [2021-01-21 23:12:41 main:574] : INFO : Epoch 579 | loss: 0.0311592 | val_loss: 0.0311652 | Time: 2290.78 ms [2021-01-21 23:12:44 main:574] : INFO : Epoch 580 | loss: 0.031159 | val_loss: 0.0311647 | Time: 2280.09 ms [2021-01-21 23:12:46 main:574] : INFO : Epoch 581 | loss: 0.0311587 | val_loss: 0.0311653 | Time: 2258.42 ms [2021-01-21 23:12:48 main:574] : INFO : Epoch 582 | loss: 0.0311577 | val_loss: 0.0311659 | Time: 2340.98 ms [2021-01-21 23:12:51 main:574] : INFO : Epoch 583 | loss: 0.0311581 | val_loss: 0.0311667 | Time: 2475.96 ms [2021-01-21 23:12:53 main:574] : INFO : Epoch 584 | loss: 0.0311582 | val_loss: 0.0311656 | Time: 2293.55 ms [2021-01-21 23:12:55 main:574] : INFO : Epoch 585 | loss: 0.0311582 | val_loss: 0.0311654 | Time: 2212.48 ms [2021-01-21 23:12:58 main:574] : INFO : Epoch 586 | loss: 0.0311575 | val_loss: 0.0311659 | Time: 2208.62 ms [2021-01-21 23:13:00 main:574] : INFO : Epoch 587 | loss: 0.031158 | val_loss: 0.0311692 | Time: 2235.71 ms [2021-01-21 23:13:02 main:574] : INFO : Epoch 588 | loss: 0.0311574 | val_loss: 0.0311674 | Time: 2263.32 ms [2021-01-21 23:13:05 main:574] : INFO : Epoch 589 | loss: 0.0311563 | val_loss: 0.0311652 | Time: 2217.45 ms [2021-01-21 23:13:07 main:574] : INFO : Epoch 590 | loss: 0.031156 | val_loss: 0.031165 | Time: 2283.26 ms [2021-01-21 23:13:09 main:574] : INFO : Epoch 591 | loss: 0.031156 | val_loss: 0.0311673 | Time: 2300.39 ms [2021-01-21 23:13:12 main:574] : INFO : Epoch 592 | loss: 0.0311573 | val_loss: 0.0311663 | Time: 2228.9 ms [2021-01-21 23:13:14 main:574] : INFO : Epoch 593 | loss: 0.031157 | val_loss: 0.031166 | Time: 2219.16 ms [2021-01-21 23:13:16 main:574] : INFO : Epoch 594 | loss: 0.0311572 | val_loss: 0.0311657 | Time: 2205.98 ms [2021-01-21 23:13:19 main:574] : INFO : Epoch 595 | loss: 0.0311574 | val_loss: 0.0311726 | Time: 2220.61 ms [2021-01-21 23:13:21 main:574] : INFO : Epoch 596 | loss: 0.0311563 | val_loss: 0.0311677 | Time: 2315.13 ms [2021-01-21 23:13:23 main:574] : INFO : Epoch 597 | loss: 0.0311558 | val_loss: 0.0311682 | Time: 2290.22 ms [2021-01-21 23:13:26 main:574] : INFO : Epoch 598 | loss: 0.0311567 | val_loss: 0.0311671 | Time: 2310.91 ms [2021-01-21 23:13:28 main:574] : INFO : Epoch 599 | loss: 0.0311559 | val_loss: 0.0311663 | Time: 2478.16 ms [2021-01-21 23:13:31 main:574] : INFO : Epoch 600 | loss: 0.0311558 | val_loss: 0.0311657 | Time: 2351.88 ms [2021-01-21 23:13:33 main:574] : INFO : Epoch 601 | loss: 0.0311558 | val_loss: 0.0311662 | Time: 2239.91 ms [2021-01-21 23:13:35 main:574] : INFO : Epoch 602 | loss: 0.0311561 | val_loss: 0.0311661 | Time: 2164.95 ms [2021-01-21 23:13:37 main:574] : INFO : Epoch 603 | loss: 0.0311563 | val_loss: 0.031166 | Time: 2296.56 ms [2021-01-21 23:13:40 main:574] : INFO : Epoch 604 | loss: 0.0311559 | val_loss: 0.0311653 | Time: 2241.07 ms [2021-01-21 23:13:42 main:574] : INFO : Epoch 605 | loss: 0.0311563 | val_loss: 0.0311664 | Time: 2342.68 ms [2021-01-21 23:13:44 main:574] : INFO : Epoch 606 | loss: 0.0311599 | val_loss: 0.0311688 | Time: 2314.9 ms [2021-01-21 23:13:47 main:574] : INFO : Epoch 607 | loss: 0.0311608 | val_loss: 0.0311699 | Time: 2262.12 ms [2021-01-21 23:13:49 main:574] : INFO : Epoch 608 | loss: 0.0311596 | val_loss: 0.0311674 | Time: 2237.18 ms [2021-01-21 23:13:51 main:574] : INFO : Epoch 609 | loss: 0.0311569 | val_loss: 0.0311658 | Time: 2317.98 ms [2021-01-21 23:13:54 main:574] : INFO : Epoch 610 | loss: 0.0311561 | val_loss: 0.0311655 | Time: 2469.7 ms [2021-01-21 23:13:56 main:574] : INFO : Epoch 611 | loss: 0.0311564 | val_loss: 0.0311669 | Time: 2139.65 ms [2021-01-21 23:13:59 main:574] : INFO : Epoch 612 | loss: 0.0311561 | val_loss: 0.0311666 | Time: 2303.98 ms [2021-01-21 23:14:01 main:574] : INFO : Epoch 613 | loss: 0.0311572 | val_loss: 0.0311665 | Time: 2297.72 ms [2021-01-21 23:14:03 main:574] : INFO : Epoch 614 | loss: 0.0311586 | val_loss: 0.0311677 | Time: 2372.61 ms [2021-01-21 23:14:06 main:574] : INFO : Epoch 615 | loss: 0.0311584 | val_loss: 0.0311677 | Time: 2282.79 ms [2021-01-21 23:14:08 main:574] : INFO : Epoch 616 | loss: 0.0311588 | val_loss: 0.0311679 | Time: 2220.97 ms [2021-01-21 23:14:10 main:574] : INFO : Epoch 617 | loss: 0.031159 | val_loss: 0.0311667 | Time: 2270.15 ms [2021-01-21 23:14:13 main:574] : INFO : Epoch 618 | loss: 0.0311577 | val_loss: 0.0311656 | Time: 2352.01 ms [2021-01-21 23:14:15 main:574] : INFO : Epoch 619 | loss: 0.0311563 | val_loss: 0.0311674 | Time: 2298.37 ms [2021-01-21 23:14:17 main:574] : INFO : Epoch 620 | loss: 0.0311563 | val_loss: 0.0311647 | Time: 2326.11 ms [2021-01-21 23:14:20 main:574] : INFO : Epoch 621 | loss: 0.0311557 | val_loss: 0.0311649 | Time: 2264.32 ms [2021-01-21 23:14:22 main:574] : INFO : Epoch 622 | loss: 0.0311558 | val_loss: 0.0311666 | Time: 2350.82 ms [2021-01-21 23:14:25 main:574] : INFO : Epoch 623 | loss: 0.031157 | val_loss: 0.0311653 | Time: 2312.38 ms [2021-01-21 23:14:27 main:574] : INFO : Epoch 624 | loss: 0.0311562 | val_loss: 0.0311639 | Time: 2380.76 ms [2021-01-21 23:14:29 main:574] : INFO : Epoch 625 | loss: 0.0311555 | val_loss: 0.031164 | Time: 2303.68 ms [2021-01-21 23:14:32 main:574] : INFO : Epoch 626 | loss: 0.0311552 | val_loss: 0.0311651 | Time: 2324.97 ms [2021-01-21 23:14:34 main:574] : INFO : Epoch 627 | loss: 0.0311548 | val_loss: 0.0311659 | Time: 2241.54 ms [2021-01-21 23:14:36 main:574] : INFO : Epoch 628 | loss: 0.0311559 | val_loss: 0.0311649 | Time: 2266.14 ms [2021-01-21 23:14:39 main:574] : INFO : Epoch 629 | loss: 0.0311553 | val_loss: 0.0311666 | Time: 2281.2 ms [2021-01-21 23:14:41 main:574] : INFO : Epoch 630 | loss: 0.0311568 | val_loss: 0.0311695 | Time: 2260.39 ms [2021-01-21 23:14:43 main:574] : INFO : Epoch 631 | loss: 0.0311567 | val_loss: 0.0311647 | Time: 2206.71 ms [2021-01-21 23:14:45 main:574] : INFO : Epoch 632 | loss: 0.0311558 | val_loss: 0.0311659 | Time: 2222.18 ms [2021-01-21 23:14:48 main:574] : INFO : Epoch 633 | loss: 0.0311571 | val_loss: 0.0311648 | Time: 2438.39 ms [2021-01-21 23:14:50 main:574] : INFO : Epoch 634 | loss: 0.0311567 | val_loss: 0.0311658 | Time: 2141.32 ms [2021-01-21 23:14:53 main:574] : INFO : Epoch 635 | loss: 0.0311562 | val_loss: 0.0311684 | Time: 2342.31 ms [2021-01-21 23:14:55 main:574] : INFO : Epoch 636 | loss: 0.0311561 | val_loss: 0.0311651 | Time: 2399.07 ms [2021-01-21 23:14:57 main:574] : INFO : Epoch 637 | loss: 0.031156 | val_loss: 0.0311657 | Time: 2367.38 ms [2021-01-21 23:15:00 main:574] : INFO : Epoch 638 | loss: 0.0311557 | val_loss: 0.0311652 | Time: 2216.74 ms [2021-01-21 23:15:02 main:574] : INFO : Epoch 639 | loss: 0.0311554 | val_loss: 0.0311666 | Time: 2365.55 ms [2021-01-21 23:15:05 main:574] : INFO : Epoch 640 | loss: 0.0311553 | val_loss: 0.0311679 | Time: 2372.98 ms [2021-01-21 23:15:07 main:574] : INFO : Epoch 641 | loss: 0.0311555 | val_loss: 0.0311673 | Time: 2328.51 ms [2021-01-21 23:15:09 main:574] : INFO : Epoch 642 | loss: 0.0311546 | val_loss: 0.0311662 | Time: 2348.75 ms [2021-01-21 23:15:12 main:574] : INFO : Epoch 643 | loss: 0.0311539 | val_loss: 0.0311662 | Time: 2213.03 ms [2021-01-21 23:15:14 main:574] : INFO : Epoch 644 | loss: 0.0311542 | val_loss: 0.0311662 | Time: 2404.64 ms [2021-01-21 23:15:16 main:574] : INFO : Epoch 645 | loss: 0.0311549 | val_loss: 0.0311654 | Time: 2204.96 ms [2021-01-21 23:15:19 main:574] : INFO : Epoch 646 | loss: 0.0311548 | val_loss: 0.0311653 | Time: 2270.06 ms [2021-01-21 23:15:21 main:574] : INFO : Epoch 647 | loss: 0.0311553 | val_loss: 0.0311652 | Time: 2357.62 ms [2021-01-21 23:15:23 main:574] : INFO : Epoch 648 | loss: 0.031155 | val_loss: 0.0311671 | Time: 2226.2 ms [2021-01-21 23:15:26 main:574] : INFO : Epoch 649 | loss: 0.0311552 | val_loss: 0.031165 | Time: 2335.19 ms [2021-01-21 23:15:28 main:574] : INFO : Epoch 650 | loss: 0.0311553 | val_loss: 0.0311689 | Time: 2384.36 ms [2021-01-21 23:15:30 main:574] : INFO : Epoch 651 | loss: 0.0311546 | val_loss: 0.0311681 | Time: 2163.19 ms [2021-01-21 23:15:33 main:574] : INFO : Epoch 652 | loss: 0.0311545 | val_loss: 0.0311662 | Time: 2439.83 ms [2021-01-21 23:15:35 main:574] : INFO : Epoch 653 | loss: 0.031156 | val_loss: 0.0311665 | Time: 2282.31 ms [2021-01-21 23:15:38 main:574] : INFO : Epoch 654 | loss: 0.031155 | val_loss: 0.0311665 | Time: 2226.07 ms [2021-01-21 23:15:40 main:574] : INFO : Epoch 655 | loss: 0.0311556 | val_loss: 0.0311654 | Time: 2425.07 ms [2021-01-21 23:15:42 main:574] : INFO : Epoch 656 | loss: 0.0311552 | val_loss: 0.0311707 | Time: 2270.42 ms [2021-01-21 23:15:45 main:574] : INFO : Epoch 657 | loss: 0.0311549 | val_loss: 0.0311676 | Time: 2254.39 ms [2021-01-21 23:15:47 main:574] : INFO : Epoch 658 | loss: 0.0311552 | val_loss: 0.0311686 | Time: 2237.95 ms [2021-01-21 23:15:49 main:574] : INFO : Epoch 659 | loss: 0.0311556 | val_loss: 0.031168 | Time: 2335.91 ms [2021-01-21 23:15:52 main:574] : INFO : Epoch 660 | loss: 0.0311555 | val_loss: 0.0311698 | Time: 2291.47 ms [2021-01-21 23:15:54 main:574] : INFO : Epoch 661 | loss: 0.0311549 | val_loss: 0.0311682 | Time: 2266.21 ms [2021-01-21 23:15:56 main:574] : INFO : Epoch 662 | loss: 0.0311557 | val_loss: 0.0311686 | Time: 2183.21 ms [2021-01-21 23:15:59 main:574] : INFO : Epoch 663 | loss: 0.0311551 | val_loss: 0.0311673 | Time: 2386.4 ms [2021-01-21 23:16:01 main:574] : INFO : Epoch 664 | loss: 0.0311551 | val_loss: 0.0311669 | Time: 2347.16 ms [2021-01-21 23:16:03 main:574] : INFO : Epoch 665 | loss: 0.0311536 | val_loss: 0.0311662 | Time: 2228.72 ms [2021-01-21 23:16:06 main:574] : INFO : Epoch 666 | loss: 0.0311552 | val_loss: 0.0311692 | Time: 2290.18 ms [2021-01-21 23:16:08 main:574] : INFO : Epoch 667 | loss: 0.0311554 | val_loss: 0.0311674 | Time: 2240.49 ms [2021-01-21 23:16:10 main:574] : INFO : Epoch 668 | loss: 0.0311536 | val_loss: 0.0311695 | Time: 2331.34 ms [2021-01-21 23:16:13 main:574] : INFO : Epoch 669 | loss: 0.0311534 | val_loss: 0.0311666 | Time: 2405.16 ms [2021-01-21 23:16:15 main:574] : INFO : Epoch 670 | loss: 0.0311547 | val_loss: 0.0311677 | Time: 2242.47 ms [2021-01-21 23:16:18 main:574] : INFO : Epoch 671 | loss: 0.0311546 | val_loss: 0.0311681 | Time: 2366.89 ms [2021-01-21 23:16:20 main:574] : INFO : Epoch 672 | loss: 0.0311543 | val_loss: 0.0311684 | Time: 2262.22 ms [2021-01-21 23:16:22 main:574] : INFO : Epoch 673 | loss: 0.0311539 | val_loss: 0.0311684 | Time: 2316.86 ms [2021-01-21 23:16:25 main:574] : INFO : Epoch 674 | loss: 0.0311553 | val_loss: 0.031169 | Time: 2187.66 ms [2021-01-21 23:16:27 main:574] : INFO : Epoch 675 | loss: 0.0311545 | val_loss: 0.0311669 | Time: 2347.09 ms [2021-01-21 23:16:29 main:574] : INFO : Epoch 676 | loss: 0.0311534 | val_loss: 0.0311674 | Time: 2302.51 ms [2021-01-21 23:16:32 main:574] : INFO : Epoch 677 | loss: 0.0311543 | val_loss: 0.0311683 | Time: 2268.63 ms [2021-01-21 23:16:34 main:574] : INFO : Epoch 678 | loss: 0.0311527 | val_loss: 0.0311681 | Time: 2299.62 ms [2021-01-21 23:16:36 main:574] : INFO : Epoch 679 | loss: 0.0311527 | val_loss: 0.0311672 | Time: 2317.48 ms [2021-01-21 23:16:39 main:574] : INFO : Epoch 680 | loss: 0.0311527 | val_loss: 0.0311694 | Time: 2269.05 ms [2021-01-21 23:16:41 main:574] : INFO : Epoch 681 | loss: 0.031154 | val_loss: 0.0311665 | Time: 2328.76 ms [2021-01-21 23:16:43 main:574] : INFO : Epoch 682 | loss: 0.031153 | val_loss: 0.0311664 | Time: 2231.74 ms [2021-01-21 23:16:46 main:574] : INFO : Epoch 683 | loss: 0.0311537 | val_loss: 0.0311674 | Time: 2318.95 ms [2021-01-21 23:16:48 main:574] : INFO : Epoch 684 | loss: 0.0311543 | val_loss: 0.0311679 | Time: 2425.06 ms [2021-01-21 23:16:51 main:574] : INFO : Epoch 685 | loss: 0.0311547 | val_loss: 0.0311716 | Time: 2264.74 ms [2021-01-21 23:16:53 main:574] : INFO : Epoch 686 | loss: 0.0311537 | val_loss: 0.0311668 | Time: 2273.34 ms [2021-01-21 23:16:56 main:574] : INFO : Epoch 687 | loss: 0.0311535 | val_loss: 0.0311686 | Time: 2342.64 ms [2021-01-21 23:16:58 main:574] : INFO : Epoch 688 | loss: 0.0311546 | val_loss: 0.0311679 | Time: 2297.81 ms [2021-01-21 23:17:00 main:574] : INFO : Epoch 689 | loss: 0.0311546 | val_loss: 0.0311667 | Time: 2255.29 ms [2021-01-21 23:17:03 main:574] : INFO : Epoch 690 | loss: 0.0311535 | val_loss: 0.0311666 | Time: 2349.52 ms [2021-01-21 23:17:05 main:574] : INFO : Epoch 691 | loss: 0.0311536 | val_loss: 0.03117 | Time: 2209.81 ms [2021-01-21 23:17:07 main:574] : INFO : Epoch 692 | loss: 0.0311535 | val_loss: 0.031169 | Time: 2296.91 ms [2021-01-21 23:17:09 main:574] : INFO : Epoch 693 | loss: 0.0311535 | val_loss: 0.0311685 | Time: 2235.29 ms [2021-01-21 23:17:12 main:574] : INFO : Epoch 694 | loss: 0.0311537 | val_loss: 0.0311678 | Time: 2295.07 ms [2021-01-21 23:17:14 main:574] : INFO : Epoch 695 | loss: 0.031153 | val_loss: 0.0311669 | Time: 2284.86 ms [2021-01-21 23:17:17 main:574] : INFO : Epoch 696 | loss: 0.0311519 | val_loss: 0.0311708 | Time: 2293.86 ms [2021-01-21 23:17:19 main:574] : INFO : Epoch 697 | loss: 0.0311523 | val_loss: 0.0311694 | Time: 2258.09 ms [2021-01-21 23:17:21 main:574] : INFO : Epoch 698 | loss: 0.0311519 | val_loss: 0.0311691 | Time: 2307.74 ms [2021-01-21 23:17:24 main:574] : INFO : Epoch 699 | loss: 0.031152 | val_loss: 0.0311675 | Time: 2308.36 ms [2021-01-21 23:17:26 main:574] : INFO : Epoch 700 | loss: 0.031154 | val_loss: 0.0311685 | Time: 2173.77 ms [2021-01-21 23:17:28 main:574] : INFO : Epoch 701 | loss: 0.0311526 | val_loss: 0.0311665 | Time: 2302.61 ms [2021-01-21 23:17:30 main:574] : INFO : Epoch 702 | loss: 0.0311543 | val_loss: 0.0311657 | Time: 2218.4 ms [2021-01-21 23:17:33 main:574] : INFO : Epoch 703 | loss: 0.0311544 | val_loss: 0.031167 | Time: 2297.15 ms [2021-01-21 23:17:35 main:574] : INFO : Epoch 704 | loss: 0.0311537 | val_loss: 0.0311666 | Time: 2365.61 ms [2021-01-21 23:17:38 main:574] : INFO : Epoch 705 | loss: 0.0311533 | val_loss: 0.0311667 | Time: 2322.36 ms [2021-01-21 23:17:40 main:574] : INFO : Epoch 706 | loss: 0.0311556 | val_loss: 0.0311728 | Time: 2336.41 ms [2021-01-21 23:17:42 main:574] : INFO : Epoch 707 | loss: 0.0311572 | val_loss: 0.0311694 | Time: 2314.16 ms [2021-01-21 23:17:45 main:574] : INFO : Epoch 708 | loss: 0.031155 | val_loss: 0.0311669 | Time: 2284.28 ms [2021-01-21 23:17:47 main:574] : INFO : Epoch 709 | loss: 0.0311529 | val_loss: 0.0311673 | Time: 2318.14 ms [2021-01-21 23:17:50 main:574] : INFO : Epoch 710 | loss: 0.0311527 | val_loss: 0.0311674 | Time: 2493.28 ms [2021-01-21 23:17:52 main:574] : INFO : Epoch 711 | loss: 0.0311529 | val_loss: 0.0311672 | Time: 2391.28 ms [2021-01-21 23:17:54 main:574] : INFO : Epoch 712 | loss: 0.0311531 | val_loss: 0.0311702 | Time: 2194.85 ms [2021-01-21 23:17:57 main:574] : INFO : Epoch 713 | loss: 0.0311539 | val_loss: 0.0311681 | Time: 2372.59 ms [2021-01-21 23:17:59 main:574] : INFO : Epoch 714 | loss: 0.031153 | val_loss: 0.0311689 | Time: 2416.21 ms [2021-01-21 23:18:02 main:574] : INFO : Epoch 715 | loss: 0.0311542 | val_loss: 0.0311699 | Time: 2215.84 ms [2021-01-21 23:18:04 main:574] : INFO : Epoch 716 | loss: 0.0311576 | val_loss: 0.0311718 | Time: 2485.72 ms [2021-01-21 23:18:06 main:574] : INFO : Epoch 717 | loss: 0.0311593 | val_loss: 0.0311702 | Time: 2227.77 ms [2021-01-21 23:18:09 main:574] : INFO : Epoch 718 | loss: 0.0311585 | val_loss: 0.0311728 | Time: 2322.54 ms [2021-01-21 23:18:11 main:574] : INFO : Epoch 719 | loss: 0.0311582 | val_loss: 0.0311682 | Time: 2407.02 ms [2021-01-21 23:18:14 main:574] : INFO : Epoch 720 | loss: 0.0311568 | val_loss: 0.0311692 | Time: 2263.14 ms [2021-01-21 23:18:16 main:574] : INFO : Epoch 721 | loss: 0.031157 | val_loss: 0.0311673 | Time: 2397.39 ms [2021-01-21 23:18:18 main:574] : INFO : Epoch 722 | loss: 0.0311585 | val_loss: 0.031168 | Time: 2331.56 ms [2021-01-21 23:18:21 main:574] : INFO : Epoch 723 | loss: 0.0311571 | val_loss: 0.0311687 | Time: 2239.13 ms [2021-01-21 23:18:23 main:574] : INFO : Epoch 724 | loss: 0.0311573 | val_loss: 0.0311681 | Time: 2466.46 ms [2021-01-21 23:18:26 main:574] : INFO : Epoch 725 | loss: 0.0311586 | val_loss: 0.0311701 | Time: 2255 ms [2021-01-21 23:18:28 main:574] : INFO : Epoch 726 | loss: 0.0311578 | val_loss: 0.0311689 | Time: 2281.43 ms [2021-01-21 23:18:30 main:574] : INFO : Epoch 727 | loss: 0.0311573 | val_loss: 0.031173 | Time: 2386.4 ms [2021-01-21 23:18:33 main:574] : INFO : Epoch 728 | loss: 0.0311566 | val_loss: 0.0311677 | Time: 2258.52 ms [2021-01-21 23:18:35 main:574] : INFO : Epoch 729 | loss: 0.0311562 | val_loss: 0.0311693 | Time: 2489.84 ms [2021-01-21 23:18:38 main:574] : INFO : Epoch 730 | loss: 0.0311561 | val_loss: 0.0311694 | Time: 2321.82 ms [2021-01-21 23:18:40 main:574] : INFO : Epoch 731 | loss: 0.031156 | val_loss: 0.0311709 | Time: 2411.85 ms [2021-01-21 23:18:43 main:574] : INFO : Epoch 732 | loss: 0.0311591 | val_loss: 0.0311725 | Time: 2412.26 ms [2021-01-21 23:18:45 main:574] : INFO : Epoch 733 | loss: 0.0311585 | val_loss: 0.0311689 | Time: 2272.79 ms [2021-01-21 23:18:47 main:574] : INFO : Epoch 734 | loss: 0.0311569 | val_loss: 0.0311687 | Time: 2261.54 ms [2021-01-21 23:18:49 main:574] : INFO : Epoch 735 | loss: 0.031158 | val_loss: 0.0311699 | Time: 2194.11 ms [2021-01-21 23:18:52 main:574] : INFO : Epoch 736 | loss: 0.0311578 | val_loss: 0.0311705 | Time: 2226.71 ms [2021-01-21 23:18:54 main:574] : INFO : Epoch 737 | loss: 0.0311572 | val_loss: 0.0311678 | Time: 2272.75 ms [2021-01-21 23:18:56 main:574] : INFO : Epoch 738 | loss: 0.0311563 | val_loss: 0.0311684 | Time: 2374.94 ms [2021-01-21 23:18:59 main:574] : INFO : Epoch 739 | loss: 0.0311566 | val_loss: 0.0311695 | Time: 2258.03 ms [2021-01-21 23:19:01 main:574] : INFO : Epoch 740 | loss: 0.031157 | val_loss: 0.0311687 | Time: 2176.48 ms [2021-01-21 23:19:03 main:574] : INFO : Epoch 741 | loss: 0.0311573 | val_loss: 0.0311727 | Time: 2301.14 ms [2021-01-21 23:19:06 main:574] : INFO : Epoch 742 | loss: 0.0311594 | val_loss: 0.0311677 | Time: 2353.89 ms [2021-01-21 23:19:08 main:574] : INFO : Epoch 743 | loss: 0.0311563 | val_loss: 0.0311683 | Time: 2179.54 ms [2021-01-21 23:19:10 main:574] : INFO : Epoch 744 | loss: 0.0311561 | val_loss: 0.0311692 | Time: 2341.41 ms [2021-01-21 23:19:13 main:574] : INFO : Epoch 745 | loss: 0.0311557 | val_loss: 0.0311706 | Time: 2403.73 ms [2021-01-21 23:19:15 main:574] : INFO : Epoch 746 | loss: 0.0311568 | val_loss: 0.031169 | Time: 2309.91 ms [2021-01-21 23:19:18 main:574] : INFO : Epoch 747 | loss: 0.0311566 | val_loss: 0.0311694 | Time: 2221.5 ms [2021-01-21 23:19:20 main:574] : INFO : Epoch 748 | loss: 0.0311567 | val_loss: 0.0311694 | Time: 2282.57 ms [2021-01-21 23:19:22 main:574] : INFO : Epoch 749 | loss: 0.0311578 | val_loss: 0.0311717 | Time: 2296.41 ms [2021-01-21 23:19:25 main:574] : INFO : Epoch 750 | loss: 0.0311559 | val_loss: 0.0311684 | Time: 2326.23 ms [2021-01-21 23:19:27 main:574] : INFO : Epoch 751 | loss: 0.0311566 | val_loss: 0.0311703 | Time: 2351.21 ms [2021-01-21 23:19:29 main:574] : INFO : Epoch 752 | loss: 0.0311592 | val_loss: 0.0311771 | Time: 2235.88 ms [2021-01-21 23:19:32 main:574] : INFO : Epoch 753 | loss: 0.0311563 | val_loss: 0.0311715 | Time: 2450.82 ms [2021-01-21 23:19:34 main:574] : INFO : Epoch 754 | loss: 0.0311555 | val_loss: 0.0311695 | Time: 2299.47 ms [2021-01-21 23:19:37 main:574] : INFO : Epoch 755 | loss: 0.0311546 | val_loss: 0.0311691 | Time: 2311.56 ms [2021-01-21 23:19:39 main:574] : INFO : Epoch 756 | loss: 0.0311558 | val_loss: 0.0311715 | Time: 2433.33 ms [2021-01-21 23:19:42 main:574] : INFO : Epoch 757 | loss: 0.0311564 | val_loss: 0.0311702 | Time: 2412.91 ms [2021-01-21 23:19:44 main:574] : INFO : Epoch 758 | loss: 0.0311549 | val_loss: 0.0311684 | Time: 2402.06 ms [2021-01-21 23:19:46 main:574] : INFO : Epoch 759 | loss: 0.0311545 | val_loss: 0.0311699 | Time: 2349.05 ms [2021-01-21 23:19:49 main:574] : INFO : Epoch 760 | loss: 0.0311572 | val_loss: 0.0311704 | Time: 2318.84 ms [2021-01-21 23:19:51 main:574] : INFO : Epoch 761 | loss: 0.0311555 | val_loss: 0.0311715 | Time: 2192.43 ms [2021-01-21 23:19:53 main:574] : INFO : Epoch 762 | loss: 0.0311549 | val_loss: 0.031169 | Time: 2300.12 ms [2021-01-21 23:19:56 main:574] : INFO : Epoch 763 | loss: 0.0311563 | val_loss: 0.0311733 | Time: 2255.02 ms [2021-01-21 23:19:58 main:574] : INFO : Epoch 764 | loss: 0.0311557 | val_loss: 0.0311742 | Time: 2397.01 ms [2021-01-21 23:20:01 main:574] : INFO : Epoch 765 | loss: 0.0311567 | val_loss: 0.0311783 | Time: 2426.54 ms [2021-01-21 23:20:03 main:574] : INFO : Epoch 766 | loss: 0.0311557 | val_loss: 0.0311714 | Time: 2261.55 ms [2021-01-21 23:20:05 main:574] : INFO : Epoch 767 | loss: 0.0311553 | val_loss: 0.0311694 | Time: 2274.32 ms [2021-01-21 23:20:08 main:574] : INFO : Epoch 768 | loss: 0.0311568 | val_loss: 0.0311709 | Time: 2244.69 ms [2021-01-21 23:20:10 main:574] : INFO : Epoch 769 | loss: 0.0311565 | val_loss: 0.0311698 | Time: 2171.41 ms [2021-01-21 23:20:12 main:574] : INFO : Epoch 770 | loss: 0.0311563 | val_loss: 0.0311688 | Time: 2336.49 ms [2021-01-21 23:20:15 main:574] : INFO : Epoch 771 | loss: 0.0311547 | val_loss: 0.0311692 | Time: 2232.86 ms [2021-01-21 23:20:17 main:574] : INFO : Epoch 772 | loss: 0.0311548 | val_loss: 0.0311689 | Time: 2314.7 ms [2021-01-21 23:20:19 main:574] : INFO : Epoch 773 | loss: 0.031155 | val_loss: 0.0311685 | Time: 2303.08 ms [2021-01-21 23:20:22 main:574] : INFO : Epoch 774 | loss: 0.0311547 | val_loss: 0.0311685 | Time: 2272.27 ms [2021-01-21 23:20:24 main:574] : INFO : Epoch 775 | loss: 0.0311543 | val_loss: 0.0311709 | Time: 2200.82 ms [2021-01-21 23:20:26 main:574] : INFO : Epoch 776 | loss: 0.0311551 | val_loss: 0.0311676 | Time: 2284.7 ms [2021-01-21 23:20:29 main:574] : INFO : Epoch 777 | loss: 0.0311539 | val_loss: 0.0311688 | Time: 2334.72 ms [2021-01-21 23:20:31 main:574] : INFO : Epoch 778 | loss: 0.0311539 | val_loss: 0.0311703 | Time: 2200.21 ms [2021-01-21 23:20:33 main:574] : INFO : Epoch 779 | loss: 0.0311547 | val_loss: 0.0311695 | Time: 2370.83 ms [2021-01-21 23:20:36 main:574] : INFO : Epoch 780 | loss: 0.0311547 | val_loss: 0.0311695 | Time: 2402.53 ms [2021-01-21 23:20:38 main:574] : INFO : Epoch 781 | loss: 0.0311545 | val_loss: 0.03117 | Time: 2386.43 ms [2021-01-21 23:20:41 main:574] : INFO : Epoch 782 | loss: 0.0311549 | val_loss: 0.0311683 | Time: 2350.89 ms [2021-01-21 23:20:43 main:574] : INFO : Epoch 783 | loss: 0.031155 | val_loss: 0.031171 | Time: 2309.95 ms [2021-01-21 23:20:45 main:574] : INFO : Epoch 784 | loss: 0.0311563 | val_loss: 0.0311696 | Time: 2380.04 ms [2021-01-21 23:20:48 main:574] : INFO : Epoch 785 | loss: 0.031154 | val_loss: 0.0311713 | Time: 2318.06 ms [2021-01-21 23:20:50 main:574] : INFO : Epoch 786 | loss: 0.0311561 | val_loss: 0.0311682 | Time: 2338.23 ms [2021-01-21 23:20:53 main:574] : INFO : Epoch 787 | loss: 0.031157 | val_loss: 0.031169 | Time: 2331.9 ms [2021-01-21 23:20:55 main:574] : INFO : Epoch 788 | loss: 0.0311565 | val_loss: 0.0311689 | Time: 2230.97 ms [2021-01-21 23:20:57 main:574] : INFO : Epoch 789 | loss: 0.0311553 | val_loss: 0.0311693 | Time: 2285.44 ms [2021-01-21 23:20:59 main:574] : INFO : Epoch 790 | loss: 0.0311555 | val_loss: 0.0311695 | Time: 2204.04 ms [2021-01-21 23:21:02 main:574] : INFO : Epoch 791 | loss: 0.031156 | val_loss: 0.0311686 | Time: 2388.92 ms [2021-01-21 23:21:04 main:574] : INFO : Epoch 792 | loss: 0.031156 | val_loss: 0.0311709 | Time: 2267.18 ms [2021-01-21 23:21:07 main:574] : INFO : Epoch 793 | loss: 0.0311567 | val_loss: 0.0311719 | Time: 2287.52 ms [2021-01-21 23:21:09 main:574] : INFO : Epoch 794 | loss: 0.031157 | val_loss: 0.0311721 | Time: 2231.65 ms [2021-01-21 23:21:11 main:574] : INFO : Epoch 795 | loss: 0.0311557 | val_loss: 0.0311692 | Time: 2333.03 ms [2021-01-21 23:21:14 main:574] : INFO : Epoch 796 | loss: 0.0311558 | val_loss: 0.03117 | Time: 2373.9 ms [2021-01-21 23:21:16 main:574] : INFO : Epoch 797 | loss: 0.0311559 | val_loss: 0.0311687 | Time: 2319.5 ms [2021-01-21 23:21:19 main:574] : INFO : Epoch 798 | loss: 0.0311544 | val_loss: 0.0311685 | Time: 2294.33 ms [2021-01-21 23:21:21 main:574] : INFO : Epoch 799 | loss: 0.0311544 | val_loss: 0.0311678 | Time: 2313.94 ms [2021-01-21 23:21:23 main:574] : INFO : Epoch 800 | loss: 0.031154 | val_loss: 0.0311689 | Time: 2315.56 ms [2021-01-21 23:21:26 main:574] : INFO : Epoch 801 | loss: 0.0311538 | val_loss: 0.0311672 | Time: 2308.22 ms [2021-01-21 23:21:28 main:574] : INFO : Epoch 802 | loss: 0.0311538 | val_loss: 0.0311672 | Time: 2305.3 ms [2021-01-21 23:21:31 main:574] : INFO : Epoch 803 | loss: 0.031154 | val_loss: 0.0311669 | Time: 2329.38 ms [2021-01-21 23:21:33 main:574] : INFO : Epoch 804 | loss: 0.031155 | val_loss: 0.031168 | Time: 2351.69 ms [2021-01-21 23:21:35 main:574] : INFO : Epoch 805 | loss: 0.0311543 | val_loss: 0.0311674 | Time: 2300.22 ms [2021-01-21 23:21:38 main:574] : INFO : Epoch 806 | loss: 0.0311549 | val_loss: 0.0311657 | Time: 2327.39 ms [2021-01-21 23:21:40 main:574] : INFO : Epoch 807 | loss: 0.031158 | val_loss: 0.0311689 | Time: 2421.74 ms [2021-01-21 23:21:43 main:574] : INFO : Epoch 808 | loss: 0.0311582 | val_loss: 0.0311666 | Time: 2315.51 ms [2021-01-21 23:21:45 main:574] : INFO : Epoch 809 | loss: 0.0311576 | val_loss: 0.0311674 | Time: 2334.91 ms [2021-01-21 23:21:47 main:574] : INFO : Epoch 810 | loss: 0.0311562 | val_loss: 0.0311664 | Time: 2337.57 ms [2021-01-21 23:21:50 main:574] : INFO : Epoch 811 | loss: 0.031156 | val_loss: 0.0311664 | Time: 2256.53 ms [2021-01-21 23:21:52 main:574] : INFO : Epoch 812 | loss: 0.0311557 | val_loss: 0.0311675 | Time: 2398.75 ms [2021-01-21 23:21:55 main:574] : INFO : Epoch 813 | loss: 0.0311558 | val_loss: 0.0311667 | Time: 2383.09 ms [2021-01-21 23:21:57 main:574] : INFO : Epoch 814 | loss: 0.031155 | val_loss: 0.0311667 | Time: 2357.85 ms [2021-01-21 23:22:00 main:574] : INFO : Epoch 815 | loss: 0.0311558 | val_loss: 0.0311683 | Time: 2305.37 ms [2021-01-21 23:22:02 main:574] : INFO : Epoch 816 | loss: 0.0311558 | val_loss: 0.0311681 | Time: 2339.53 ms [2021-01-21 23:22:04 main:574] : INFO : Epoch 817 | loss: 0.0311557 | val_loss: 0.0311679 | Time: 2307.14 ms [2021-01-21 23:22:07 main:574] : INFO : Epoch 818 | loss: 0.0311551 | val_loss: 0.031169 | Time: 2234.41 ms [2021-01-21 23:22:09 main:574] : INFO : Epoch 819 | loss: 0.0311544 | val_loss: 0.0311692 | Time: 2374.44 ms [2021-01-21 23:22:11 main:574] : INFO : Epoch 820 | loss: 0.0311554 | val_loss: 0.0311697 | Time: 2403.7 ms [2021-01-21 23:22:14 main:574] : INFO : Epoch 821 | loss: 0.0311556 | val_loss: 0.0311677 | Time: 2347.86 ms [2021-01-21 23:22:16 main:574] : INFO : Epoch 822 | loss: 0.0311551 | val_loss: 0.0311671 | Time: 2413.37 ms [2021-01-21 23:22:19 main:574] : INFO : Epoch 823 | loss: 0.0311563 | val_loss: 0.0311692 | Time: 2260.52 ms [2021-01-21 23:22:21 main:574] : INFO : Epoch 824 | loss: 0.0311563 | val_loss: 0.0311678 | Time: 2250.78 ms [2021-01-21 23:22:23 main:574] : INFO : Epoch 825 | loss: 0.0311546 | val_loss: 0.0311687 | Time: 2305.6 ms [2021-01-21 23:22:26 main:574] : INFO : Epoch 826 | loss: 0.0311558 | val_loss: 0.0311676 | Time: 2419.7 ms [2021-01-21 23:22:28 main:574] : INFO : Epoch 827 | loss: 0.0311556 | val_loss: 0.0311683 | Time: 2306.31 ms [2021-01-21 23:22:31 main:574] : INFO : Epoch 828 | loss: 0.0311547 | val_loss: 0.0311669 | Time: 2330.18 ms [2021-01-21 23:22:33 main:574] : INFO : Epoch 829 | loss: 0.0311537 | val_loss: 0.0311673 | Time: 2322.42 ms [2021-01-21 23:22:35 main:574] : INFO : Epoch 830 | loss: 0.0311547 | val_loss: 0.0311695 | Time: 2260.12 ms [2021-01-21 23:22:38 main:574] : INFO : Epoch 831 | loss: 0.0311556 | val_loss: 0.0311691 | Time: 2220.17 ms [2021-01-21 23:22:40 main:574] : INFO : Epoch 832 | loss: 0.0311551 | val_loss: 0.0311676 | Time: 2289.56 ms [2021-01-21 23:22:42 main:574] : INFO : Epoch 833 | loss: 0.0311544 | val_loss: 0.0311682 | Time: 2286.66 ms [2021-01-21 23:22:45 main:574] : INFO : Epoch 834 | loss: 0.031154 | val_loss: 0.0311693 | Time: 2297.25 ms [2021-01-21 23:22:47 main:574] : INFO : Epoch 835 | loss: 0.0311539 | val_loss: 0.0311702 | Time: 2271.56 ms [2021-01-21 23:22:49 main:574] : INFO : Epoch 836 | loss: 0.0311544 | val_loss: 0.0311677 | Time: 2332.75 ms [2021-01-21 23:22:52 main:574] : INFO : Epoch 837 | loss: 0.0311536 | val_loss: 0.0311674 | Time: 2228.6 ms [2021-01-21 23:22:54 main:574] : INFO : Epoch 838 | loss: 0.031153 | val_loss: 0.0311683 | Time: 2325.39 ms [2021-01-21 23:22:56 main:574] : INFO : Epoch 839 | loss: 0.0311535 | val_loss: 0.0311669 | Time: 2190.66 ms [2021-01-21 23:22:59 main:574] : INFO : Epoch 840 | loss: 0.0311535 | val_loss: 0.0311675 | Time: 2285.26 ms [2021-01-21 23:23:01 main:574] : INFO : Epoch 841 | loss: 0.0311533 | val_loss: 0.0311669 | Time: 2303.58 ms [2021-01-21 23:23:03 main:574] : INFO : Epoch 842 | loss: 0.0311536 | val_loss: 0.0311675 | Time: 2203.64 ms [2021-01-21 23:23:05 main:574] : INFO : Epoch 843 | loss: 0.0311542 | val_loss: 0.0311701 | Time: 2187.64 ms [2021-01-21 23:23:08 main:574] : INFO : Epoch 844 | loss: 0.0311552 | val_loss: 0.0311664 | Time: 2349.75 ms [2021-01-21 23:23:10 main:574] : INFO : Epoch 845 | loss: 0.0311548 | val_loss: 0.0311703 | Time: 2318.75 ms [2021-01-21 23:23:13 main:574] : INFO : Epoch 846 | loss: 0.031158 | val_loss: 0.0311689 | Time: 2221.68 ms [2021-01-21 23:23:15 main:574] : INFO : Epoch 847 | loss: 0.0311567 | val_loss: 0.0311685 | Time: 2289.97 ms [2021-01-21 23:23:17 main:574] : INFO : Epoch 848 | loss: 0.0311591 | val_loss: 0.0311739 | Time: 2245.47 ms [2021-01-21 23:23:20 main:574] : INFO : Epoch 849 | loss: 0.03116 | val_loss: 0.0311695 | Time: 2336.92 ms [2021-01-21 23:23:22 main:574] : INFO : Epoch 850 | loss: 0.0311583 | val_loss: 0.031169 | Time: 2370.31 ms [2021-01-21 23:23:24 main:574] : INFO : Epoch 851 | loss: 0.0311572 | val_loss: 0.031169 | Time: 2190.31 ms [2021-01-21 23:23:27 main:574] : INFO : Epoch 852 | loss: 0.031157 | val_loss: 0.0311682 | Time: 2269.49 ms [2021-01-21 23:23:29 main:574] : INFO : Epoch 853 | loss: 0.0311576 | val_loss: 0.0311674 | Time: 2367.72 ms [2021-01-21 23:23:31 main:574] : INFO : Epoch 854 | loss: 0.0311582 | val_loss: 0.0311681 | Time: 2411.52 ms [2021-01-21 23:23:34 main:574] : INFO : Epoch 855 | loss: 0.0311571 | val_loss: 0.0311673 | Time: 2300.56 ms [2021-01-21 23:23:36 main:574] : INFO : Epoch 856 | loss: 0.0311564 | val_loss: 0.0311708 | Time: 2309.77 ms [2021-01-21 23:23:38 main:574] : INFO : Epoch 857 | loss: 0.0311574 | val_loss: 0.0311701 | Time: 2208.91 ms [2021-01-21 23:23:41 main:574] : INFO : Epoch 858 | loss: 0.0311561 | val_loss: 0.0311689 | Time: 2274.28 ms [2021-01-21 23:23:43 main:574] : INFO : Epoch 859 | loss: 0.0311562 | val_loss: 0.0311693 | Time: 2341.04 ms [2021-01-21 23:23:46 main:574] : INFO : Epoch 860 | loss: 0.0311551 | val_loss: 0.0311705 | Time: 2464.74 ms [2021-01-21 23:23:48 main:574] : INFO : Epoch 861 | loss: 0.0311555 | val_loss: 0.0311694 | Time: 2315.84 ms [2021-01-21 23:23:50 main:574] : INFO : Epoch 862 | loss: 0.0311564 | val_loss: 0.0311689 | Time: 2226.28 ms [2021-01-21 23:23:53 main:574] : INFO : Epoch 863 | loss: 0.0311556 | val_loss: 0.0311671 | Time: 2320.56 ms [2021-01-21 23:23:55 main:574] : INFO : Epoch 864 | loss: 0.0311547 | val_loss: 0.031167 | Time: 2392.16 ms [2021-01-21 23:23:58 main:574] : INFO : Epoch 865 | loss: 0.0311567 | val_loss: 0.0311669 | Time: 2351.03 ms [2021-01-21 23:24:00 main:574] : INFO : Epoch 866 | loss: 0.0311584 | val_loss: 0.0311761 | Time: 2404.28 ms [2021-01-21 23:24:02 main:574] : INFO : Epoch 867 | loss: 0.0311565 | val_loss: 0.0311682 | Time: 2276.26 ms [2021-01-21 23:24:05 main:574] : INFO : Epoch 868 | loss: 0.0311575 | val_loss: 0.0311673 | Time: 2345.94 ms [2021-01-21 23:24:07 main:574] : INFO : Epoch 869 | loss: 0.0311566 | val_loss: 0.0311685 | Time: 2315.55 ms [2021-01-21 23:24:10 main:574] : INFO : Epoch 870 | loss: 0.0311557 | val_loss: 0.0311685 | Time: 2387.01 ms [2021-01-21 23:24:12 main:574] : INFO : Epoch 871 | loss: 0.0311553 | val_loss: 0.0311678 | Time: 2307.14 ms [2021-01-21 23:24:14 main:574] : INFO : Epoch 872 | loss: 0.0311542 | val_loss: 0.0311699 | Time: 2304.61 ms [2021-01-21 23:24:17 main:574] : INFO : Epoch 873 | loss: 0.0311544 | val_loss: 0.0311686 | Time: 2302.04 ms [2021-01-21 23:24:19 main:574] : INFO : Epoch 874 | loss: 0.0311549 | val_loss: 0.0311691 | Time: 2423.72 ms [2021-01-21 23:24:22 main:574] : INFO : Epoch 875 | loss: 0.0311541 | val_loss: 0.0311671 | Time: 2264.37 ms [2021-01-21 23:24:24 main:574] : INFO : Epoch 876 | loss: 0.0311543 | val_loss: 0.0311715 | Time: 2418.37 ms [2021-01-21 23:24:26 main:574] : INFO : Epoch 877 | loss: 0.0311557 | val_loss: 0.0311688 | Time: 2339.15 ms [2021-01-21 23:24:29 main:574] : INFO : Epoch 878 | loss: 0.0311547 | val_loss: 0.031168 | Time: 2215.85 ms [2021-01-21 23:24:31 main:574] : INFO : Epoch 879 | loss: 0.0311557 | val_loss: 0.0311688 | Time: 2291.27 ms [2021-01-21 23:24:33 main:574] : INFO : Epoch 880 | loss: 0.0311541 | val_loss: 0.0311694 | Time: 2254.43 ms [2021-01-21 23:24:36 main:574] : INFO : Epoch 881 | loss: 0.0311558 | val_loss: 0.031172 | Time: 2347.44 ms [2021-01-21 23:24:38 main:574] : INFO : Epoch 882 | loss: 0.0311552 | val_loss: 0.0311698 | Time: 2200.23 ms [2021-01-21 23:24:40 main:574] : INFO : Epoch 883 | loss: 0.0311541 | val_loss: 0.0311695 | Time: 2358.1 ms [2021-01-21 23:24:43 main:574] : INFO : Epoch 884 | loss: 0.0311536 | val_loss: 0.0311679 | Time: 2339.96 ms [2021-01-21 23:24:45 main:574] : INFO : Epoch 885 | loss: 0.0311536 | val_loss: 0.0311676 | Time: 2217.92 ms [2021-01-21 23:24:47 main:574] : INFO : Epoch 886 | loss: 0.0311541 | val_loss: 0.031168 | Time: 2286.67 ms [2021-01-21 23:24:50 main:574] : INFO : Epoch 887 | loss: 0.031154 | val_loss: 0.0311698 | Time: 2219.73 ms [2021-01-21 23:24:52 main:574] : INFO : Epoch 888 | loss: 0.0311548 | val_loss: 0.031168 | Time: 2310.62 ms [2021-01-21 23:24:54 main:574] : INFO : Epoch 889 | loss: 0.0311537 | val_loss: 0.0311695 | Time: 2323.92 ms [2021-01-21 23:24:57 main:574] : INFO : Epoch 890 | loss: 0.0311539 | val_loss: 0.0311672 | Time: 2376.29 ms [2021-01-21 23:25:00 main:574] : INFO : Epoch 891 | loss: 0.0311553 | val_loss: 0.0311699 | Time: 2531.9 ms [2021-01-21 23:25:02 main:574] : INFO : Epoch 892 | loss: 0.0311536 | val_loss: 0.0311673 | Time: 2341.72 ms [2021-01-21 23:25:04 main:574] : INFO : Epoch 893 | loss: 0.0311532 | val_loss: 0.0311704 | Time: 2264.3 ms [2021-01-21 23:25:07 main:574] : INFO : Epoch 894 | loss: 0.0311588 | val_loss: 0.0311698 | Time: 2344.67 ms [2021-01-21 23:25:09 main:574] : INFO : Epoch 895 | loss: 0.031157 | val_loss: 0.031172 | Time: 2198.98 ms [2021-01-21 23:25:11 main:574] : INFO : Epoch 896 | loss: 0.0311571 | val_loss: 0.0311677 | Time: 2307.82 ms [2021-01-21 23:25:13 main:574] : INFO : Epoch 897 | loss: 0.0311555 | val_loss: 0.031167 | Time: 2245.19 ms [2021-01-21 23:25:16 main:574] : INFO : Epoch 898 | loss: 0.0311559 | val_loss: 0.0311684 | Time: 2209.1 ms [2021-01-21 23:25:18 main:574] : INFO : Epoch 899 | loss: 0.0311565 | val_loss: 0.0311679 | Time: 2261.4 ms [2021-01-21 23:25:21 main:574] : INFO : Epoch 900 | loss: 0.0311558 | val_loss: 0.0311676 | Time: 2482.4 ms [2021-01-21 23:25:23 main:574] : INFO : Epoch 901 | loss: 0.0311552 | val_loss: 0.0311684 | Time: 2258.2 ms [2021-01-21 23:25:25 main:574] : INFO : Epoch 902 | loss: 0.0311563 | val_loss: 0.0311689 | Time: 2326.53 ms [2021-01-21 23:25:28 main:574] : INFO : Epoch 903 | loss: 0.0311549 | val_loss: 0.0311666 | Time: 2263.06 ms [2021-01-21 23:25:30 main:574] : INFO : Epoch 904 | loss: 0.031155 | val_loss: 0.0311662 | Time: 2303.77 ms [2021-01-21 23:25:32 main:574] : INFO : Epoch 905 | loss: 0.0311549 | val_loss: 0.0311677 | Time: 2242.53 ms [2021-01-21 23:25:35 main:574] : INFO : Epoch 906 | loss: 0.0311566 | val_loss: 0.0311681 | Time: 2354 ms [2021-01-21 23:25:37 main:574] : INFO : Epoch 907 | loss: 0.0311558 | val_loss: 0.0311684 | Time: 2298.85 ms [2021-01-21 23:25:40 main:574] : INFO : Epoch 908 | loss: 0.0311563 | val_loss: 0.0311698 | Time: 2304.9 ms [2021-01-21 23:25:42 main:574] : INFO : Epoch 909 | loss: 0.0311552 | val_loss: 0.0311696 | Time: 2357.06 ms [2021-01-21 23:25:44 main:574] : INFO : Epoch 910 | loss: 0.0311544 | val_loss: 0.0311684 | Time: 2371.6 ms [2021-01-21 23:25:47 main:574] : INFO : Epoch 911 | loss: 0.0311553 | val_loss: 0.0311664 | Time: 2414.09 ms [2021-01-21 23:25:49 main:574] : INFO : Epoch 912 | loss: 0.0311629 | val_loss: 0.0311781 | Time: 2333.89 ms [2021-01-21 23:25:52 main:574] : INFO : Epoch 913 | loss: 0.0311623 | val_loss: 0.0311733 | Time: 2275.68 ms [2021-01-21 23:25:54 main:574] : INFO : Epoch 914 | loss: 0.0311605 | val_loss: 0.0311713 | Time: 2312.89 ms [2021-01-21 23:25:56 main:574] : INFO : Epoch 915 | loss: 0.0311576 | val_loss: 0.031171 | Time: 2264.94 ms [2021-01-21 23:25:59 main:574] : INFO : Epoch 916 | loss: 0.0311563 | val_loss: 0.0311694 | Time: 2278.13 ms [2021-01-21 23:26:01 main:574] : INFO : Epoch 917 | loss: 0.0311583 | val_loss: 0.0311711 | Time: 2470.13 ms [2021-01-21 23:26:03 main:574] : INFO : Epoch 918 | loss: 0.0311571 | val_loss: 0.031171 | Time: 2265.35 ms [2021-01-21 23:26:06 main:574] : INFO : Epoch 919 | loss: 0.0311558 | val_loss: 0.0311703 | Time: 2326.18 ms [2021-01-21 23:26:08 main:574] : INFO : Epoch 920 | loss: 0.0311555 | val_loss: 0.0311705 | Time: 2320.73 ms [2021-01-21 23:26:10 main:574] : INFO : Epoch 921 | loss: 0.0311555 | val_loss: 0.0311698 | Time: 2328.76 ms [2021-01-21 23:26:13 main:574] : INFO : Epoch 922 | loss: 0.0311555 | val_loss: 0.0311691 | Time: 2321.35 ms [2021-01-21 23:26:15 main:574] : INFO : Epoch 923 | loss: 0.0311564 | val_loss: 0.0311695 | Time: 2255.41 ms [2021-01-21 23:26:18 main:574] : INFO : Epoch 924 | loss: 0.031157 | val_loss: 0.0311682 | Time: 2284.59 ms [2021-01-21 23:26:20 main:574] : INFO : Epoch 925 | loss: 0.0311564 | val_loss: 0.0311678 | Time: 2393.45 ms [2021-01-21 23:26:23 main:574] : INFO : Epoch 926 | loss: 0.0311564 | val_loss: 0.0311674 | Time: 2429.26 ms [2021-01-21 23:26:25 main:574] : INFO : Epoch 927 | loss: 0.0311552 | val_loss: 0.0311678 | Time: 2289 ms [2021-01-21 23:26:27 main:574] : INFO : Epoch 928 | loss: 0.0311551 | val_loss: 0.0311691 | Time: 2296.68 ms [2021-01-21 23:26:30 main:574] : INFO : Epoch 929 | loss: 0.0311581 | val_loss: 0.0311695 | Time: 2383.57 ms [2021-01-21 23:26:32 main:574] : INFO : Epoch 930 | loss: 0.0311577 | val_loss: 0.031168 | Time: 2401.27 ms [2021-01-21 23:26:35 main:574] : INFO : Epoch 931 | loss: 0.0311545 | val_loss: 0.0311689 | Time: 2276.6 ms [2021-01-21 23:26:37 main:574] : INFO : Epoch 932 | loss: 0.0311541 | val_loss: 0.0311689 | Time: 2216.46 ms [2021-01-21 23:26:39 main:574] : INFO : Epoch 933 | loss: 0.0311541 | val_loss: 0.031169 | Time: 2255.59 ms [2021-01-21 23:26:41 main:574] : INFO : Epoch 934 | loss: 0.0311539 | val_loss: 0.031169 | Time: 2282.41 ms [2021-01-21 23:26:44 main:574] : INFO : Epoch 935 | loss: 0.0311536 | val_loss: 0.0311702 | Time: 2219.54 ms [2021-01-21 23:26:46 main:574] : INFO : Epoch 936 | loss: 0.0311537 | val_loss: 0.0311698 | Time: 2267.55 ms [2021-01-21 23:26:48 main:574] : INFO : Epoch 937 | loss: 0.031153 | val_loss: 0.0311682 | Time: 2289.4 ms [2021-01-21 23:26:51 main:574] : INFO : Epoch 938 | loss: 0.0311534 | val_loss: 0.0311668 | Time: 2208.35 ms [2021-01-21 23:26:53 main:574] : INFO : Epoch 939 | loss: 0.0311538 | val_loss: 0.0311673 | Time: 2190.83 ms [2021-01-21 23:26:55 main:574] : INFO : Epoch 940 | loss: 0.0311537 | val_loss: 0.031168 | Time: 2398.14 ms [2021-01-21 23:26:58 main:574] : INFO : Epoch 941 | loss: 0.0311532 | val_loss: 0.0311664 | Time: 2239.19 ms [2021-01-21 23:27:00 main:574] : INFO : Epoch 942 | loss: 0.0311541 | val_loss: 0.0311681 | Time: 2341.37 ms [2021-01-21 23:27:02 main:574] : INFO : Epoch 943 | loss: 0.0311551 | val_loss: 0.0311688 | Time: 2381.04 ms [2021-01-21 23:27:05 main:574] : INFO : Epoch 944 | loss: 0.0311563 | val_loss: 0.0311678 | Time: 2368.05 ms [2021-01-21 23:27:07 main:574] : INFO : Epoch 945 | loss: 0.0311558 | val_loss: 0.0311741 | Time: 2307.45 ms [2021-01-21 23:27:10 main:574] : INFO : Epoch 946 | loss: 0.0311555 | val_loss: 0.0311698 | Time: 2307.27 ms [2021-01-21 23:27:12 main:574] : INFO : Epoch 947 | loss: 0.0311534 | val_loss: 0.0311687 | Time: 2466.62 ms [2021-01-21 23:27:14 main:574] : INFO : Epoch 948 | loss: 0.0311538 | val_loss: 0.0311682 | Time: 2241.7 ms [2021-01-21 23:27:17 main:574] : INFO : Epoch 949 | loss: 0.0311542 | val_loss: 0.0311687 | Time: 2250.48 ms [2021-01-21 23:27:19 main:574] : INFO : Epoch 950 | loss: 0.0311548 | val_loss: 0.0311685 | Time: 2379.72 ms [2021-01-21 23:27:22 main:574] : INFO : Epoch 951 | loss: 0.0311543 | val_loss: 0.031167 | Time: 2476.39 ms [2021-01-21 23:27:24 main:574] : INFO : Epoch 952 | loss: 0.0311532 | val_loss: 0.0311672 | Time: 2305.45 ms [2021-01-21 23:27:27 main:574] : INFO : Epoch 953 | loss: 0.0311534 | val_loss: 0.0311691 | Time: 2361.54 ms [2021-01-21 23:27:29 main:574] : INFO : Epoch 954 | loss: 0.0311538 | val_loss: 0.0311679 | Time: 2270.55 ms [2021-01-21 23:27:31 main:574] : INFO : Epoch 955 | loss: 0.0311535 | val_loss: 0.0311674 | Time: 2310.5 ms [2021-01-21 23:27:34 main:574] : INFO : Epoch 956 | loss: 0.0311536 | val_loss: 0.0311663 | Time: 2199.78 ms [2021-01-21 23:27:36 main:574] : INFO : Epoch 957 | loss: 0.0311535 | val_loss: 0.0311663 | Time: 2276.32 ms [2021-01-21 23:27:38 main:574] : INFO : Epoch 958 | loss: 0.0311543 | val_loss: 0.031169 | Time: 2213.51 ms [2021-01-21 23:27:40 main:574] : INFO : Epoch 959 | loss: 0.0311542 | val_loss: 0.0311686 | Time: 2229.06 ms [2021-01-21 23:27:43 main:574] : INFO : Epoch 960 | loss: 0.0311539 | val_loss: 0.0311688 | Time: 2288.04 ms [2021-01-21 23:27:45 main:574] : INFO : Epoch 961 | loss: 0.031154 | val_loss: 0.0311681 | Time: 2230.6 ms [2021-01-21 23:27:47 main:574] : INFO : Epoch 962 | loss: 0.0311554 | val_loss: 0.0311679 | Time: 2298.15 ms [2021-01-21 23:27:50 main:574] : INFO : Epoch 963 | loss: 0.0311551 | val_loss: 0.0311682 | Time: 2206.68 ms [2021-01-21 23:27:52 main:574] : INFO : Epoch 964 | loss: 0.0311537 | val_loss: 0.0311686 | Time: 2260.36 ms [2021-01-21 23:27:54 main:574] : INFO : Epoch 965 | loss: 0.0311541 | val_loss: 0.0311686 | Time: 2409.01 ms [2021-01-21 23:27:57 main:574] : INFO : Epoch 966 | loss: 0.0311546 | val_loss: 0.0311692 | Time: 2246.63 ms [2021-01-21 23:27:59 main:574] : INFO : Epoch 967 | loss: 0.031153 | val_loss: 0.0311698 | Time: 2244.05 ms [2021-01-21 23:28:02 main:574] : INFO : Epoch 968 | loss: 0.0311532 | val_loss: 0.0311679 | Time: 2444.95 ms [2021-01-21 23:28:04 main:574] : INFO : Epoch 969 | loss: 0.0311526 | val_loss: 0.0311703 | Time: 2310.13 ms [2021-01-21 23:28:06 main:574] : INFO : Epoch 970 | loss: 0.0311541 | val_loss: 0.0311688 | Time: 2274.76 ms [2021-01-21 23:28:09 main:574] : INFO : Epoch 971 | loss: 0.0311537 | val_loss: 0.0311678 | Time: 2253.98 ms [2021-01-21 23:28:11 main:574] : INFO : Epoch 972 | loss: 0.0311537 | val_loss: 0.0311672 | Time: 2288.22 ms [2021-01-21 23:28:13 main:574] : INFO : Epoch 973 | loss: 0.0311547 | val_loss: 0.0311729 | Time: 2354.42 ms [2021-01-21 23:28:16 main:574] : INFO : Epoch 974 | loss: 0.0311571 | val_loss: 0.031176 | Time: 2308.66 ms [2021-01-21 23:28:18 main:574] : INFO : Epoch 975 | loss: 0.0311545 | val_loss: 0.0311685 | Time: 2332.67 ms [2021-01-21 23:28:20 main:574] : INFO : Epoch 976 | loss: 0.0311539 | val_loss: 0.03117 | Time: 2233.53 ms [2021-01-21 23:28:23 main:574] : INFO : Epoch 977 | loss: 0.0311545 | val_loss: 0.0311692 | Time: 2320.78 ms [2021-01-21 23:28:25 main:574] : INFO : Epoch 978 | loss: 0.031154 | val_loss: 0.0311694 | Time: 2323.71 ms [2021-01-21 23:28:27 main:574] : INFO : Epoch 979 | loss: 0.0311534 | val_loss: 0.0311679 | Time: 2213.86 ms [2021-01-21 23:28:30 main:574] : INFO : Epoch 980 | loss: 0.0311535 | val_loss: 0.0311727 | Time: 2280.3 ms [2021-01-21 23:28:32 main:574] : INFO : Epoch 981 | loss: 0.0311551 | val_loss: 0.0311703 | Time: 2312.16 ms [2021-01-21 23:28:34 main:574] : INFO : Epoch 982 | loss: 0.031154 | val_loss: 0.0311696 | Time: 2301.33 ms [2021-01-21 23:28:37 main:574] : INFO : Epoch 983 | loss: 0.0311537 | val_loss: 0.0311687 | Time: 2295.05 ms [2021-01-21 23:28:39 main:574] : INFO : Epoch 984 | loss: 0.0311541 | val_loss: 0.0311687 | Time: 2248.04 ms [2021-01-21 23:28:41 main:574] : INFO : Epoch 985 | loss: 0.0311548 | val_loss: 0.031168 | Time: 2325.59 ms [2021-01-21 23:28:44 main:574] : INFO : Epoch 986 | loss: 0.0311546 | val_loss: 0.0311668 | Time: 2324.47 ms [2021-01-21 23:28:46 main:574] : INFO : Epoch 987 | loss: 0.0311542 | val_loss: 0.0311664 | Time: 2238.73 ms [2021-01-21 23:28:49 main:574] : INFO : Epoch 988 | loss: 0.0311539 | val_loss: 0.0311658 | Time: 2455.08 ms [2021-01-21 23:28:51 main:574] : INFO : Epoch 989 | loss: 0.0311533 | val_loss: 0.0311665 | Time: 2321.35 ms [2021-01-21 23:28:53 main:574] : INFO : Epoch 990 | loss: 0.0311528 | val_loss: 0.0311675 | Time: 2349.5 ms [2021-01-21 23:28:56 main:574] : INFO : Epoch 991 | loss: 0.0311535 | val_loss: 0.0311682 | Time: 2260.6 ms [2021-01-21 23:28:58 main:574] : INFO : Epoch 992 | loss: 0.0311558 | val_loss: 0.0311682 | Time: 2314.27 ms [2021-01-21 23:29:00 main:574] : INFO : Epoch 993 | loss: 0.0311554 | val_loss: 0.031166 | Time: 2305.01 ms [2021-01-21 23:29:03 main:574] : INFO : Epoch 994 | loss: 0.0311528 | val_loss: 0.0311672 | Time: 2375.21 ms [2021-01-21 23:29:05 main:574] : INFO : Epoch 995 | loss: 0.0311529 | val_loss: 0.0311653 | Time: 2361.08 ms [2021-01-21 23:29:08 main:574] : INFO : Epoch 996 | loss: 0.0311534 | val_loss: 0.031166 | Time: 2249.07 ms [2021-01-21 23:29:10 main:574] : INFO : Epoch 997 | loss: 0.0311536 | val_loss: 0.0311665 | Time: 2151.62 ms [2021-01-21 23:29:12 main:574] : INFO : Epoch 998 | loss: 0.0311532 | val_loss: 0.0311714 | Time: 2356.48 ms [2021-01-21 23:29:15 main:574] : INFO : Epoch 999 | loss: 0.031155 | val_loss: 0.0311685 | Time: 2336.96 ms [2021-01-21 23:29:17 main:574] : INFO : Epoch 1000 | loss: 0.0311532 | val_loss: 0.0311695 | Time: 2224.69 ms [2021-01-21 23:29:19 main:574] : INFO : Epoch 1001 | loss: 0.0311532 | val_loss: 0.0311696 | Time: 2364.4 ms [2021-01-21 23:29:22 main:574] : INFO : Epoch 1002 | loss: 0.0311531 | val_loss: 0.0311668 | Time: 2293.7 ms [2021-01-21 23:29:24 main:574] : INFO : Epoch 1003 | loss: 0.031154 | val_loss: 0.0311712 | Time: 2360.85 ms [2021-01-21 23:29:27 main:574] : INFO : Epoch 1004 | loss: 0.0311537 | val_loss: 0.0311704 | Time: 2313 ms [2021-01-21 23:29:29 main:574] : INFO : Epoch 1005 | loss: 0.0311534 | val_loss: 0.0311706 | Time: 2322.71 ms [2021-01-21 23:29:31 main:574] : INFO : Epoch 1006 | loss: 0.0311541 | val_loss: 0.0311703 | Time: 2309.45 ms [2021-01-21 23:29:34 main:574] : INFO : Epoch 1007 | loss: 0.0311533 | val_loss: 0.0311688 | Time: 2329.16 ms [2021-01-21 23:29:36 main:574] : INFO : Epoch 1008 | loss: 0.0311537 | val_loss: 0.031167 | Time: 2303.77 ms [2021-01-21 23:29:38 main:574] : INFO : Epoch 1009 | loss: 0.0311537 | val_loss: 0.0311696 | Time: 2266.33 ms [2021-01-21 23:29:41 main:574] : INFO : Epoch 1010 | loss: 0.0311535 | val_loss: 0.0311687 | Time: 2387.48 ms [2021-01-21 23:29:43 main:574] : INFO : Epoch 1011 | loss: 0.0311534 | val_loss: 0.0311669 | Time: 2422.17 ms [2021-01-21 23:29:46 main:574] : INFO : Epoch 1012 | loss: 0.0311534 | val_loss: 0.0311664 | Time: 2419.62 ms [2021-01-21 23:29:48 main:574] : INFO : Epoch 1013 | loss: 0.0311524 | val_loss: 0.031169 | Time: 2313.26 ms [2021-01-21 23:29:50 main:574] : INFO : Epoch 1014 | loss: 0.0311538 | val_loss: 0.0311695 | Time: 2289.5 ms [2021-01-21 23:29:53 main:574] : INFO : Epoch 1015 | loss: 0.0311531 | val_loss: 0.0311711 | Time: 2371.94 ms [2021-01-21 23:29:55 main:574] : INFO : Epoch 1016 | loss: 0.0311532 | val_loss: 0.0311694 | Time: 2428.69 ms [2021-01-21 23:29:58 main:574] : INFO : Epoch 1017 | loss: 0.0311526 | val_loss: 0.031168 | Time: 2291.84 ms [2021-01-21 23:30:00 main:574] : INFO : Epoch 1018 | loss: 0.0311536 | val_loss: 0.0311729 | Time: 2246.67 ms [2021-01-21 23:30:02 main:574] : INFO : Epoch 1019 | loss: 0.0311537 | val_loss: 0.0311708 | Time: 2253.67 ms [2021-01-21 23:30:05 main:574] : INFO : Epoch 1020 | loss: 0.0311527 | val_loss: 0.0311707 | Time: 2329.19 ms [2021-01-21 23:30:07 main:574] : INFO : Epoch 1021 | loss: 0.0311525 | val_loss: 0.0311694 | Time: 2364.93 ms [2021-01-21 23:30:09 main:574] : INFO : Epoch 1022 | loss: 0.031152 | val_loss: 0.0311696 | Time: 2247.43 ms [2021-01-21 23:30:12 main:574] : INFO : Epoch 1023 | loss: 0.0311514 | val_loss: 0.0311695 | Time: 2295.43 ms [2021-01-21 23:30:14 main:574] : INFO : Epoch 1024 | loss: 0.0311515 | val_loss: 0.0311698 | Time: 2298.12 ms [2021-01-21 23:30:14 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311698 [2021-01-21 23:30:14 main:603] : INFO : Saving end state to config to file [2021-01-21 23:30:14 main:608] : INFO : Success, exiting.. 23:30:14 (5044): 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)