Task 3750813
| Name | ParityMachine-1605152189-28705-13_0 |
| Workunit | 1928051 |
| Created | 21 Jan 2021, 16:39:46 UTC |
| Sent | 22 Jan 2021, 11:28:04 UTC |
| Report deadline | 29 Jan 2021, 11:28:04 UTC |
| Received | 22 Jan 2021, 16:56:43 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 2158 |
| Run time | 40 min 43 sec |
| CPU time | 34 min 50 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 | 1.63 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> loss: 0.0311443 | val_loss: 0.0311592 | Time: 2296.85 ms [2021-01-22 08:36:29 main:574] : INFO : Epoch 515 | loss: 0.0311443 | val_loss: 0.0311588 | Time: 2176.8 ms [2021-01-22 08:36:32 main:574] : INFO : Epoch 516 | loss: 0.0311444 | val_loss: 0.0311599 | Time: 2280.24 ms [2021-01-22 08:36:34 main:574] : INFO : Epoch 517 | loss: 0.0311439 | val_loss: 0.0311605 | Time: 2238.52 ms [2021-01-22 08:36:36 main:574] : INFO : Epoch 518 | loss: 0.0311469 | val_loss: 0.0311593 | Time: 2279.55 ms [2021-01-22 08:36:39 main:574] : INFO : Epoch 519 | loss: 0.0311459 | val_loss: 0.031164 | Time: 2340.73 ms [2021-01-22 08:36:41 main:574] : INFO : Epoch 520 | loss: 0.0311449 | val_loss: 0.0311599 | Time: 2484.85 ms [2021-01-22 08:36:43 main:574] : INFO : Epoch 521 | loss: 0.0311451 | val_loss: 0.0311617 | Time: 2254.06 ms [2021-01-22 08:36:46 main:574] : INFO : Epoch 522 | loss: 0.0311452 | val_loss: 0.0311612 | Time: 2299.97 ms [2021-01-22 08:36:48 main:574] : INFO : Epoch 523 | loss: 0.031149 | val_loss: 0.0311616 | Time: 2360.27 ms [2021-01-22 08:36:51 main:574] : INFO : Epoch 524 | loss: 0.0311511 | val_loss: 0.0311631 | Time: 2313.08 ms [2021-01-22 08:36:53 main:574] : INFO : Epoch 525 | loss: 0.0311477 | val_loss: 0.0311653 | Time: 2395.32 ms [2021-01-22 08:36:55 main:574] : INFO : Epoch 526 | loss: 0.0311473 | val_loss: 0.0311677 | Time: 2339.45 ms [2021-01-22 08:36:58 main:574] : INFO : Epoch 527 | loss: 0.0311452 | val_loss: 0.0311627 | Time: 2332.82 ms [2021-01-22 08:37:00 main:574] : INFO : Epoch 528 | loss: 0.031147 | val_loss: 0.0311624 | Time: 2284.24 ms [2021-01-22 08:37:02 main:574] : INFO : Epoch 529 | loss: 0.0311448 | val_loss: 0.0311596 | Time: 2174.73 ms [2021-01-22 08:37:05 main:574] : INFO : Epoch 530 | loss: 0.0311441 | val_loss: 0.0311607 | Time: 2271.17 ms [2021-01-22 08:37:07 main:574] : INFO : Epoch 531 | loss: 0.0311441 | val_loss: 0.0311622 | Time: 2186.14 ms [2021-01-22 08:37:09 main:574] : INFO : Epoch 532 | loss: 0.0311439 | val_loss: 0.0311614 | Time: 2256.86 ms [2021-01-22 08:37:11 main:574] : INFO : Epoch 533 | loss: 0.0311447 | val_loss: 0.031162 | Time: 2190.67 ms [2021-01-22 08:37:14 main:574] : INFO : Epoch 534 | loss: 0.0311465 | val_loss: 0.0311603 | Time: 2362.99 ms [2021-01-22 08:37:16 main:574] : INFO : Epoch 535 | loss: 0.0311477 | val_loss: 0.0311661 | Time: 2389.99 ms [2021-01-22 08:37:19 main:574] : INFO : Epoch 536 | loss: 0.0311479 | val_loss: 0.0311649 | Time: 2240.73 ms [2021-01-22 08:37:21 main:574] : INFO : Epoch 537 | loss: 0.0311455 | val_loss: 0.0311603 | Time: 2280.74 ms [2021-01-22 08:37:23 main:574] : INFO : Epoch 538 | loss: 0.0311453 | val_loss: 0.0311621 | Time: 2317.38 ms [2021-01-22 08:37:26 main:574] : INFO : Epoch 539 | loss: 0.0311449 | val_loss: 0.0311625 | Time: 2331.09 ms [2021-01-22 08:37:28 main:574] : INFO : Epoch 540 | loss: 0.0311456 | val_loss: 0.0311636 | Time: 2275.17 ms [2021-01-22 08:37:30 main:574] : INFO : Epoch 541 | loss: 0.0311468 | val_loss: 0.0311598 | Time: 2304.77 ms [2021-01-22 08:37:33 main:574] : INFO : Epoch 542 | loss: 0.0311439 | val_loss: 0.0311606 | Time: 2381.86 ms [2021-01-22 08:37:35 main:574] : INFO : Epoch 543 | loss: 0.0311446 | val_loss: 0.0311603 | Time: 2253.21 ms [2021-01-22 08:37:37 main:574] : INFO : Epoch 544 | loss: 0.0311461 | val_loss: 0.0311625 | Time: 2237.82 ms [2021-01-22 08:37:40 main:574] : INFO : Epoch 545 | loss: 0.0311453 | val_loss: 0.0311609 | Time: 2254.04 ms [2021-01-22 08:37:42 main:574] : INFO : Epoch 546 | loss: 0.0311455 | val_loss: 0.0311592 | Time: 2231.56 ms [2021-01-22 08:37:44 main:574] : INFO : Epoch 547 | loss: 0.0311448 | val_loss: 0.0311622 | Time: 2193.91 ms [2021-01-22 08:37:47 main:574] : INFO : Epoch 548 | loss: 0.0311474 | val_loss: 0.0311668 | Time: 2207.37 ms [2021-01-22 08:37:49 main:574] : INFO : Epoch 549 | loss: 0.0311468 | val_loss: 0.0311594 | Time: 2367.21 ms [2021-01-22 08:37:51 main:574] : INFO : Epoch 550 | loss: 0.031145 | val_loss: 0.0311622 | Time: 2252.36 ms [2021-01-22 08:37:54 main:574] : INFO : Epoch 551 | loss: 0.0311437 | val_loss: 0.0311596 | Time: 2254.62 ms [2021-01-22 08:37:56 main:574] : INFO : Epoch 552 | loss: 0.0311438 | val_loss: 0.0311604 | Time: 2230.61 ms [2021-01-22 08:37:58 main:574] : INFO : Epoch 553 | loss: 0.0311452 | val_loss: 0.031161 | Time: 2289.73 ms [2021-01-22 08:38:01 main:574] : INFO : Epoch 554 | loss: 0.0311441 | val_loss: 0.0311622 | Time: 2319.12 ms [2021-01-22 08:38:03 main:574] : INFO : Epoch 555 | loss: 0.0311459 | val_loss: 0.0311639 | Time: 2343.19 ms [2021-01-22 08:38:05 main:574] : INFO : Epoch 556 | loss: 0.0311487 | val_loss: 0.0311617 | Time: 2264.97 ms [2021-01-22 08:38:08 main:574] : INFO : Epoch 557 | loss: 0.0311464 | val_loss: 0.0311658 | Time: 2258.18 ms [2021-01-22 08:38:10 main:574] : INFO : Epoch 558 | loss: 0.031145 | val_loss: 0.0311592 | Time: 2437.3 ms [2021-01-22 08:38:13 main:574] : INFO : Epoch 559 | loss: 0.031143 | val_loss: 0.0311617 | Time: 2219.57 ms [2021-01-22 08:38:15 main:574] : INFO : Epoch 560 | loss: 0.031146 | val_loss: 0.0311602 | Time: 2326.13 ms [2021-01-22 08:38:17 main:574] : INFO : Epoch 561 | loss: 0.0311466 | val_loss: 0.0311662 | Time: 2206.68 ms [2021-01-22 08:38:20 main:574] : INFO : Epoch 562 | loss: 0.0311463 | val_loss: 0.0311618 | Time: 2326.59 ms [2021-01-22 08:38:22 main:574] : INFO : Epoch 563 | loss: 0.0311462 | val_loss: 0.0311613 | Time: 2290.49 ms [2021-01-22 08:38:24 main:574] : INFO : Epoch 564 | loss: 0.0311469 | val_loss: 0.0311652 | Time: 2332.15 ms [2021-01-22 08:38:27 main:574] : INFO : Epoch 565 | loss: 0.0311459 | val_loss: 0.0311629 | Time: 2211.87 ms [2021-01-22 08:38:29 main:574] : INFO : Epoch 566 | loss: 0.0311439 | val_loss: 0.0311608 | Time: 2303.99 ms [2021-01-22 08:38:31 main:574] : INFO : Epoch 567 | loss: 0.0311438 | val_loss: 0.0311607 | Time: 2337.42 ms [2021-01-22 08:38:34 main:574] : INFO : Epoch 568 | loss: 0.0311437 | val_loss: 0.0311619 | Time: 2276.61 ms [2021-01-22 08:38:36 main:574] : INFO : Epoch 569 | loss: 0.0311442 | val_loss: 0.0311604 | Time: 2247.08 ms [2021-01-22 08:38:38 main:574] : INFO : Epoch 570 | loss: 0.0311457 | val_loss: 0.0311613 | Time: 2348.69 ms [2021-01-22 08:38:41 main:574] : INFO : Epoch 571 | loss: 0.0311447 | val_loss: 0.0311582 | Time: 2453.02 ms [2021-01-22 08:38:43 main:574] : INFO : Epoch 572 | loss: 0.0311436 | val_loss: 0.0311613 | Time: 2332.62 ms [2021-01-22 08:38:46 main:574] : INFO : Epoch 573 | loss: 0.0311446 | val_loss: 0.0311614 | Time: 2294.07 ms [2021-01-22 08:38:48 main:574] : INFO : Epoch 574 | loss: 0.0311437 | val_loss: 0.0311592 | Time: 2262.43 ms [2021-01-22 08:38:50 main:574] : INFO : Epoch 575 | loss: 0.0311423 | val_loss: 0.0311597 | Time: 2313.37 ms [2021-01-22 08:38:53 main:574] : INFO : Epoch 576 | loss: 0.0311435 | val_loss: 0.0311593 | Time: 2318.71 ms [2021-01-22 08:38:55 main:574] : INFO : Epoch 577 | loss: 0.0311426 | val_loss: 0.0311599 | Time: 2315.91 ms [2021-01-22 08:38:57 main:574] : INFO : Epoch 578 | loss: 0.0311432 | val_loss: 0.0311613 | Time: 2280.42 ms [2021-01-22 08:39:00 main:574] : INFO : Epoch 579 | loss: 0.0311438 | val_loss: 0.0311605 | Time: 2293.26 ms [2021-01-22 08:39:02 main:574] : INFO : Epoch 580 | loss: 0.0311438 | val_loss: 0.0311588 | Time: 2255.34 ms [2021-01-22 08:39:04 main:574] : INFO : Epoch 581 | loss: 0.0311453 | val_loss: 0.0311637 | Time: 2222.42 ms [2021-01-22 08:39:07 main:574] : INFO : Epoch 582 | loss: 0.0311424 | val_loss: 0.0311596 | Time: 2319.99 ms [2021-01-22 08:39:09 main:574] : INFO : Epoch 583 | loss: 0.0311435 | val_loss: 0.0311633 | Time: 2236.89 ms [2021-01-22 08:39:11 main:574] : INFO : Epoch 584 | loss: 0.0311423 | val_loss: 0.0311602 | Time: 2307.33 ms [2021-01-22 08:39:14 main:574] : INFO : Epoch 585 | loss: 0.0311427 | val_loss: 0.0311599 | Time: 2263.55 ms [2021-01-22 08:39:16 main:574] : INFO : Epoch 586 | loss: 0.0311443 | val_loss: 0.0311627 | Time: 2196.35 ms [2021-01-22 08:39:18 main:574] : INFO : Epoch 587 | loss: 0.0311457 | val_loss: 0.0311608 | Time: 2230.32 ms [2021-01-22 08:39:21 main:574] : INFO : Epoch 588 | loss: 0.0311452 | val_loss: 0.0311616 | Time: 2367.6 ms [2021-01-22 08:39:23 main:574] : INFO : Epoch 589 | loss: 0.0311438 | val_loss: 0.0311623 | Time: 2331.84 ms [2021-01-22 08:39:26 main:574] : INFO : Epoch 590 | loss: 0.0311435 | val_loss: 0.0311623 | Time: 2404.14 ms [2021-01-22 08:39:28 main:574] : INFO : Epoch 591 | loss: 0.0311461 | val_loss: 0.0311604 | Time: 2193.32 ms [2021-01-22 08:39:30 main:574] : INFO : Epoch 592 | loss: 0.0311446 | val_loss: 0.0311665 | Time: 2171.57 ms [2021-01-22 08:39:32 main:574] : INFO : Epoch 593 | loss: 0.031146 | val_loss: 0.0311599 | Time: 2286.85 ms [2021-01-22 08:39:35 main:574] : INFO : Epoch 594 | loss: 0.0311428 | val_loss: 0.0311623 | Time: 2349.17 ms [2021-01-22 08:39:37 main:574] : INFO : Epoch 595 | loss: 0.0311447 | val_loss: 0.0311597 | Time: 2435.78 ms [2021-01-22 08:39:40 main:574] : INFO : Epoch 596 | loss: 0.0311427 | val_loss: 0.0311589 | Time: 2183 ms [2021-01-22 08:39:42 main:574] : INFO : Epoch 597 | loss: 0.0311433 | val_loss: 0.0311649 | Time: 2269 ms [2021-01-22 08:39:44 main:574] : INFO : Epoch 598 | loss: 0.0311447 | val_loss: 0.0311616 | Time: 2341.33 ms [2021-01-22 08:39:47 main:574] : INFO : Epoch 599 | loss: 0.0311443 | val_loss: 0.0311644 | Time: 2193.58 ms [2021-01-22 08:39:49 main:574] : INFO : Epoch 600 | loss: 0.0311453 | val_loss: 0.0311624 | Time: 2262.37 ms [2021-01-22 08:39:51 main:574] : INFO : Epoch 601 | loss: 0.0311438 | val_loss: 0.0311641 | Time: 2308.94 ms [2021-01-22 08:39:54 main:574] : INFO : Epoch 602 | loss: 0.0311454 | val_loss: 0.031161 | Time: 2321.07 ms [2021-01-22 08:39:56 main:574] : INFO : Epoch 603 | loss: 0.0311429 | val_loss: 0.0311589 | Time: 2426.4 ms [2021-01-22 08:39:58 main:574] : INFO : Epoch 604 | loss: 0.0311423 | val_loss: 0.0311615 | Time: 2361 ms [2021-01-22 08:40:01 main:574] : INFO : Epoch 605 | loss: 0.0311421 | val_loss: 0.0311591 | Time: 2303.13 ms [2021-01-22 08:40:03 main:574] : INFO : Epoch 606 | loss: 0.0311426 | val_loss: 0.0311596 | Time: 2268.83 ms [2021-01-22 08:40:06 main:574] : INFO : Epoch 607 | loss: 0.0311428 | val_loss: 0.0311607 | Time: 2285.5 ms [2021-01-22 08:40:08 main:574] : INFO : Epoch 608 | loss: 0.031145 | val_loss: 0.0311628 | Time: 2298.71 ms [2021-01-22 08:40:10 main:574] : INFO : Epoch 609 | loss: 0.0311436 | val_loss: 0.0311599 | Time: 2274.41 ms [2021-01-22 08:40:13 main:574] : INFO : Epoch 610 | loss: 0.0311426 | val_loss: 0.0311604 | Time: 2408.06 ms [2021-01-22 08:40:15 main:574] : INFO : Epoch 611 | loss: 0.0311431 | val_loss: 0.031164 | Time: 2445.71 ms [2021-01-22 08:40:18 main:574] : INFO : Epoch 612 | loss: 0.0311441 | val_loss: 0.0311615 | Time: 2293.57 ms [2021-01-22 08:40:20 main:574] : INFO : Epoch 613 | loss: 0.031144 | val_loss: 0.0311596 | Time: 2462.42 ms [2021-01-22 08:40:22 main:574] : INFO : Epoch 614 | loss: 0.031143 | val_loss: 0.031161 | Time: 2243.85 ms [2021-01-22 08:40:25 main:574] : INFO : Epoch 615 | loss: 0.0311431 | val_loss: 0.0311621 | Time: 2243.14 ms [2021-01-22 08:40:27 main:574] : INFO : Epoch 616 | loss: 0.0311432 | val_loss: 0.0311612 | Time: 2361.5 ms [2021-01-22 08:40:30 main:574] : INFO : Epoch 617 | loss: 0.0311435 | val_loss: 0.0311639 | Time: 2321.56 ms [2021-01-22 08:40:32 main:574] : INFO : Epoch 618 | loss: 0.031143 | val_loss: 0.0311631 | Time: 2297.62 ms [2021-01-22 08:40:34 main:574] : INFO : Epoch 619 | loss: 0.0311425 | val_loss: 0.0311608 | Time: 2263.71 ms [2021-01-22 08:40:37 main:574] : INFO : Epoch 620 | loss: 0.0311438 | val_loss: 0.0311587 | Time: 2428.31 ms [2021-01-22 08:40:39 main:574] : INFO : Epoch 621 | loss: 0.0311439 | val_loss: 0.0311577 | Time: 2248.81 ms [2021-01-22 08:40:41 main:574] : INFO : Epoch 622 | loss: 0.0311421 | val_loss: 0.0311603 | Time: 2270.62 ms [2021-01-22 08:40:44 main:574] : INFO : Epoch 623 | loss: 0.0311414 | val_loss: 0.0311564 | Time: 2185.21 ms [2021-01-22 08:40:46 main:574] : INFO : Epoch 624 | loss: 0.0311423 | val_loss: 0.0311564 | Time: 2217.59 ms [2021-01-22 08:40:48 main:574] : INFO : Epoch 625 | loss: 0.0311425 | val_loss: 0.0311599 | Time: 2365.9 ms [2021-01-22 08:40:51 main:574] : INFO : Epoch 626 | loss: 0.0311437 | val_loss: 0.0311589 | Time: 2337.2 ms [2021-01-22 08:40:53 main:574] : INFO : Epoch 627 | loss: 0.0311464 | val_loss: 0.0311616 | Time: 2276.98 ms [2021-01-22 08:40:55 main:574] : INFO : Epoch 628 | loss: 0.0311465 | val_loss: 0.0311578 | Time: 2323.94 ms [2021-01-22 08:40:58 main:574] : INFO : Epoch 629 | loss: 0.031147 | val_loss: 0.0311594 | Time: 2296.14 ms [2021-01-22 08:41:00 main:574] : INFO : Epoch 630 | loss: 0.0311879 | val_loss: 0.031488 | Time: 2335.58 ms [2021-01-22 08:41:03 main:574] : INFO : Epoch 631 | loss: 0.0316956 | val_loss: 0.0313675 | Time: 2318.64 ms [2021-01-22 08:41:05 main:574] : INFO : Epoch 632 | loss: 0.0327928 | val_loss: 0.0331262 | Time: 2530.98 ms [2021-01-22 08:41:07 main:574] : INFO : Epoch 633 | loss: 0.0323346 | val_loss: 0.0315349 | Time: 2282.57 ms [2021-01-22 08:41:10 main:574] : INFO : Epoch 634 | loss: 0.0318404 | val_loss: 0.0314053 | Time: 2241.15 ms [2021-01-22 08:41:12 main:574] : INFO : Epoch 635 | loss: 0.031305 | val_loss: 0.0312374 | Time: 2224.17 ms [2021-01-22 08:41:14 main:574] : INFO : Epoch 636 | loss: 0.0311967 | val_loss: 0.0311774 | Time: 2219.28 ms [2021-01-22 08:41:17 main:574] : INFO : Epoch 637 | loss: 0.0311669 | val_loss: 0.0311682 | Time: 2187.57 ms [2021-01-22 08:41:19 main:574] : INFO : Epoch 638 | loss: 0.0311544 | val_loss: 0.031164 | Time: 2386.57 ms [2021-01-22 08:41:21 main:574] : INFO : Epoch 639 | loss: 0.0311504 | val_loss: 0.0311602 | Time: 2402.67 ms [2021-01-22 08:41:24 main:574] : INFO : Epoch 640 | loss: 0.0311487 | val_loss: 0.0311589 | Time: 2343.06 ms [2021-01-22 08:41:26 main:574] : INFO : Epoch 641 | loss: 0.0311473 | val_loss: 0.0311574 | Time: 2347.6 ms [2021-01-22 08:41:29 main:574] : INFO : Epoch 642 | loss: 0.0311466 | val_loss: 0.0311551 | Time: 2319.98 ms [2021-01-22 08:41:31 main:574] : INFO : Epoch 643 | loss: 0.0311472 | val_loss: 0.0311593 | Time: 2235.61 ms [2021-01-22 08:41:33 main:574] : INFO : Epoch 644 | loss: 0.0311476 | val_loss: 0.0311566 | Time: 2434.34 ms [2021-01-22 08:41:36 main:574] : INFO : Epoch 645 | loss: 0.0311453 | val_loss: 0.0311574 | Time: 2214.96 ms [2021-01-22 08:41:38 main:574] : INFO : Epoch 646 | loss: 0.0311446 | val_loss: 0.0311586 | Time: 2189.01 ms [2021-01-22 08:41:40 main:574] : INFO : Epoch 647 | loss: 0.0311465 | val_loss: 0.0311572 | Time: 2338.53 ms [2021-01-22 08:41:43 main:574] : INFO : Epoch 648 | loss: 0.0311466 | val_loss: 0.0311629 | Time: 2359.48 ms [2021-01-22 08:41:45 main:574] : INFO : Epoch 649 | loss: 0.0311484 | val_loss: 0.0311575 | Time: 2276.9 ms [2021-01-22 08:41:47 main:574] : INFO : Epoch 650 | loss: 0.0311466 | val_loss: 0.0311558 | Time: 2351.5 ms [2021-01-22 08:41:50 main:574] : INFO : Epoch 651 | loss: 0.0311443 | val_loss: 0.0311584 | Time: 2287.41 ms [2021-01-22 08:41:52 main:574] : INFO : Epoch 652 | loss: 0.0311446 | val_loss: 0.0311546 | Time: 2299.19 ms [2021-01-22 08:41:54 main:574] : INFO : Epoch 653 | loss: 0.0311446 | val_loss: 0.0311551 | Time: 2328.77 ms [2021-01-22 08:41:57 main:574] : INFO : Epoch 654 | loss: 0.0311439 | val_loss: 0.0311547 | Time: 2368.59 ms [2021-01-22 08:41:59 main:574] : INFO : Epoch 655 | loss: 0.0311434 | val_loss: 0.0311562 | Time: 2373.84 ms [2021-01-22 08:42:02 main:574] : INFO : Epoch 656 | loss: 0.0311445 | val_loss: 0.0311555 | Time: 2400.03 ms [2021-01-22 08:42:04 main:574] : INFO : Epoch 657 | loss: 0.0311446 | val_loss: 0.0311558 | Time: 2215.51 ms [2021-01-22 08:42:06 main:574] : INFO : Epoch 658 | loss: 0.0311471 | val_loss: 0.0311583 | Time: 2275.16 ms [2021-01-22 08:42:09 main:574] : INFO : Epoch 659 | loss: 0.0311461 | val_loss: 0.0311552 | Time: 2335.82 ms [2021-01-22 08:42:11 main:574] : INFO : Epoch 660 | loss: 0.0311443 | val_loss: 0.0311563 | Time: 2304.22 ms [2021-01-22 08:42:13 main:574] : INFO : Epoch 661 | loss: 0.0311459 | val_loss: 0.0311589 | Time: 2248.53 ms [2021-01-22 08:42:16 main:574] : INFO : Epoch 662 | loss: 0.0311451 | val_loss: 0.031156 | Time: 2352.14 ms [2021-01-22 08:42:18 main:574] : INFO : Epoch 663 | loss: 0.0311444 | val_loss: 0.0311578 | Time: 2388.55 ms [2021-01-22 08:42:21 main:574] : INFO : Epoch 664 | loss: 0.0311443 | val_loss: 0.0311568 | Time: 2262.64 ms [2021-01-22 08:42:23 main:574] : INFO : Epoch 665 | loss: 0.0311442 | val_loss: 0.0311567 | Time: 2264.84 ms [2021-01-22 08:42:25 main:574] : INFO : Epoch 666 | loss: 0.0311447 | val_loss: 0.0311575 | Time: 2373.53 ms [2021-01-22 08:42:28 main:574] : INFO : Epoch 667 | loss: 0.0311446 | val_loss: 0.0311584 | Time: 2360.36 ms [2021-01-22 08:42:30 main:574] : INFO : Epoch 668 | loss: 0.0311444 | val_loss: 0.031157 | Time: 2233.09 ms [2021-01-22 08:42:33 main:574] : INFO : Epoch 669 | loss: 0.0311442 | val_loss: 0.031157 | Time: 2409.36 ms [2021-01-22 08:42:35 main:574] : INFO : Epoch 670 | loss: 0.0311455 | val_loss: 0.0311593 | Time: 2356.44 ms [2021-01-22 08:42:37 main:574] : INFO : Epoch 671 | loss: 0.0311446 | val_loss: 0.0311557 | Time: 2286.54 ms [2021-01-22 08:42:40 main:574] : INFO : Epoch 672 | loss: 0.0311435 | val_loss: 0.0311566 | Time: 2352.64 ms [2021-01-22 08:42:42 main:574] : INFO : Epoch 673 | loss: 0.0311426 | val_loss: 0.0311583 | Time: 2320.83 ms [2021-01-22 08:42:44 main:574] : INFO : Epoch 674 | loss: 0.0311425 | val_loss: 0.0311568 | Time: 2372.77 ms [2021-01-22 08:42:47 main:574] : INFO : Epoch 675 | loss: 0.0311428 | val_loss: 0.0311556 | Time: 2287.27 ms [2021-01-22 08:42:49 main:574] : INFO : Epoch 676 | loss: 0.0311435 | val_loss: 0.0311557 | Time: 2350.85 ms [2021-01-22 08:42:52 main:574] : INFO : Epoch 677 | loss: 0.0311444 | val_loss: 0.0311574 | Time: 2261.03 ms [2021-01-22 08:42:54 main:574] : INFO : Epoch 678 | loss: 0.0311439 | val_loss: 0.0311562 | Time: 2404.57 ms [2021-01-22 08:42:56 main:574] : INFO : Epoch 679 | loss: 0.0311464 | val_loss: 0.0311571 | Time: 2294.93 ms [2021-01-22 08:42:59 main:574] : INFO : Epoch 680 | loss: 0.031146 | val_loss: 0.0311577 | Time: 2283.36 ms [2021-01-22 08:43:01 main:574] : INFO : Epoch 681 | loss: 0.0311453 | val_loss: 0.0311562 | Time: 2350.16 ms [2021-01-22 08:43:04 main:574] : INFO : Epoch 682 | loss: 0.0311443 | val_loss: 0.0311582 | Time: 2406.49 ms [2021-01-22 08:43:06 main:574] : INFO : Epoch 683 | loss: 0.0311452 | val_loss: 0.031159 | Time: 2253.29 ms [2021-01-22 08:43:08 main:574] : INFO : Epoch 684 | loss: 0.0311472 | val_loss: 0.0311688 | Time: 2199.31 ms [2021-01-22 08:43:10 main:574] : INFO : Epoch 685 | loss: 0.0311462 | val_loss: 0.0311632 | Time: 2315.72 ms [2021-01-22 08:43:13 main:574] : INFO : Epoch 686 | loss: 0.0311437 | val_loss: 0.0311578 | Time: 2346.76 ms [2021-01-22 08:43:15 main:574] : INFO : Epoch 687 | loss: 0.0311442 | val_loss: 0.0311562 | Time: 2331.13 ms [2021-01-22 08:43:18 main:574] : INFO : Epoch 688 | loss: 0.0311441 | val_loss: 0.0311575 | Time: 2355.16 ms [2021-01-22 08:43:20 main:574] : INFO : Epoch 689 | loss: 0.0311448 | val_loss: 0.0311554 | Time: 2285.06 ms [2021-01-22 08:43:22 main:574] : INFO : Epoch 690 | loss: 0.0311426 | val_loss: 0.031157 | Time: 2219.5 ms [2021-01-22 08:43:25 main:574] : INFO : Epoch 691 | loss: 0.0311428 | val_loss: 0.0311564 | Time: 2304.57 ms [2021-01-22 08:43:27 main:574] : INFO : Epoch 692 | loss: 0.0311431 | val_loss: 0.0311554 | Time: 2342.85 ms [2021-01-22 08:43:29 main:574] : INFO : Epoch 693 | loss: 0.0311431 | val_loss: 0.0311549 | Time: 2241.46 ms [2021-01-22 08:43:32 main:574] : INFO : Epoch 694 | loss: 0.031144 | val_loss: 0.0311558 | Time: 2303.15 ms [2021-01-22 08:43:34 main:574] : INFO : Epoch 695 | loss: 0.0311447 | val_loss: 0.0311564 | Time: 2200.8 ms [2021-01-22 08:43:36 main:574] : INFO : Epoch 696 | loss: 0.0311447 | val_loss: 0.0311597 | Time: 2279.38 ms [2021-01-22 08:43:39 main:574] : INFO : Epoch 697 | loss: 0.0311456 | val_loss: 0.0311612 | Time: 2415.66 ms [2021-01-22 08:43:41 main:574] : INFO : Epoch 698 | loss: 0.0311447 | val_loss: 0.0311567 | Time: 2394.36 ms [2021-01-22 08:43:44 main:574] : INFO : Epoch 699 | loss: 0.0311443 | val_loss: 0.0311565 | Time: 2254.98 ms [2021-01-22 08:43:46 main:574] : INFO : Epoch 700 | loss: 0.0311452 | val_loss: 0.0311624 | Time: 2369.27 ms [2021-01-22 08:43:48 main:574] : INFO : Epoch 701 | loss: 0.0311449 | val_loss: 0.0311655 | Time: 2337.28 ms [2021-01-22 08:43:51 main:574] : INFO : Epoch 702 | loss: 0.031146 | val_loss: 0.0311605 | Time: 2399.13 ms [2021-01-22 08:43:53 main:574] : INFO : Epoch 703 | loss: 0.0311449 | val_loss: 0.0311642 | Time: 2257.28 ms [2021-01-22 08:43:55 main:574] : INFO : Epoch 704 | loss: 0.0311439 | val_loss: 0.0311567 | Time: 2241.32 ms [2021-01-22 08:43:58 main:574] : INFO : Epoch 705 | loss: 0.0311441 | val_loss: 0.0311563 | Time: 2274.19 ms [2021-01-22 08:44:00 main:574] : INFO : Epoch 706 | loss: 0.031143 | val_loss: 0.0311571 | Time: 2179.39 ms [2021-01-22 08:44:02 main:574] : INFO : Epoch 707 | loss: 0.0311425 | val_loss: 0.0311605 | Time: 2269.45 ms [2021-01-22 08:44:05 main:574] : INFO : Epoch 708 | loss: 0.0311444 | val_loss: 0.0311555 | Time: 2384.09 ms [2021-01-22 08:44:07 main:574] : INFO : Epoch 709 | loss: 0.0311426 | val_loss: 0.0311568 | Time: 2370.84 ms [2021-01-22 08:44:10 main:574] : INFO : Epoch 710 | loss: 0.0311427 | val_loss: 0.0311554 | Time: 2400.19 ms [2021-01-22 08:44:12 main:574] : INFO : Epoch 711 | loss: 0.0311457 | val_loss: 0.0311565 | Time: 2347.7 ms [2021-01-22 08:44:14 main:574] : INFO : Epoch 712 | loss: 0.0311463 | val_loss: 0.031158 | Time: 2278.02 ms [2021-01-22 08:44:16 main:574] : INFO : Epoch 713 | loss: 0.0311458 | val_loss: 0.0311558 | Time: 2180.49 ms [2021-01-22 08:44:19 main:574] : INFO : Epoch 714 | loss: 0.0311459 | val_loss: 0.0311564 | Time: 2293.35 ms [2021-01-22 08:44:21 main:574] : INFO : Epoch 715 | loss: 0.0311464 | val_loss: 0.0311563 | Time: 2249.97 ms [2021-01-22 08:44:24 main:574] : INFO : Epoch 716 | loss: 0.0311453 | val_loss: 0.0311561 | Time: 2274.33 ms [2021-01-22 08:44:26 main:574] : INFO : Epoch 717 | loss: 0.031145 | val_loss: 0.0311565 | Time: 2261.38 ms [2021-01-22 08:44:28 main:574] : INFO : Epoch 718 | loss: 0.031145 | val_loss: 0.0311579 | Time: 2229.74 ms [2021-01-22 08:44:30 main:574] : INFO : Epoch 719 | loss: 0.0311448 | val_loss: 0.0311559 | Time: 2331.24 ms [2021-01-22 08:44:33 main:574] : INFO : Epoch 720 | loss: 0.0311446 | val_loss: 0.0311585 | Time: 2380.23 ms [2021-01-22 08:44:35 main:574] : INFO : Epoch 721 | loss: 0.0311444 | val_loss: 0.0311551 | Time: 2376.69 ms [2021-01-22 08:44:38 main:574] : INFO : Epoch 722 | loss: 0.0311444 | val_loss: 0.031155 | Time: 2419.95 ms [2021-01-22 08:44:40 main:574] : INFO : Epoch 723 | loss: 0.0311443 | val_loss: 0.0311624 | Time: 2345.43 ms [2021-01-22 08:44:43 main:574] : INFO : Epoch 724 | loss: 0.0311445 | val_loss: 0.0311574 | Time: 2360.3 ms [2021-01-22 08:44:45 main:574] : INFO : Epoch 725 | loss: 0.0311443 | val_loss: 0.0311581 | Time: 2264.76 ms [2021-01-22 08:44:47 main:574] : INFO : Epoch 726 | loss: 0.0311433 | val_loss: 0.0311576 | Time: 2273.42 ms [2021-01-22 08:44:50 main:574] : INFO : Epoch 727 | loss: 0.0311435 | val_loss: 0.0311555 | Time: 2374.29 ms [2021-01-22 08:44:52 main:574] : INFO : Epoch 728 | loss: 0.0311432 | val_loss: 0.0311555 | Time: 2304.33 ms [2021-01-22 08:44:55 main:574] : INFO : Epoch 729 | loss: 0.0311433 | val_loss: 0.0311597 | Time: 2279.82 ms [2021-01-22 08:44:57 main:574] : INFO : Epoch 730 | loss: 0.0311447 | val_loss: 0.0311562 | Time: 2375.71 ms [2021-01-22 08:44:59 main:574] : INFO : Epoch 731 | loss: 0.031143 | val_loss: 0.0311549 | Time: 2279.8 ms [2021-01-22 08:45:02 main:574] : INFO : Epoch 732 | loss: 0.0311438 | val_loss: 0.0311559 | Time: 2259.83 ms [2021-01-22 08:45:04 main:574] : INFO : Epoch 733 | loss: 0.0311451 | val_loss: 0.0311676 | Time: 2374.18 ms [2021-01-22 08:45:06 main:574] : INFO : Epoch 734 | loss: 0.0311469 | val_loss: 0.0311639 | Time: 2202.94 ms [2021-01-22 08:45:09 main:574] : INFO : Epoch 735 | loss: 0.0311475 | val_loss: 0.0311601 | Time: 2372.94 ms [2021-01-22 08:45:11 main:574] : INFO : Epoch 736 | loss: 0.0311462 | val_loss: 0.0311568 | Time: 2450.71 ms [2021-01-22 08:45:14 main:574] : INFO : Epoch 737 | loss: 0.0311446 | val_loss: 0.0311567 | Time: 2343.68 ms [2021-01-22 08:45:16 main:574] : INFO : Epoch 738 | loss: 0.0311446 | val_loss: 0.0311559 | Time: 2305.65 ms [2021-01-22 08:45:19 main:574] : INFO : Epoch 739 | loss: 0.031145 | val_loss: 0.0311561 | Time: 2322.51 ms [2021-01-22 08:45:21 main:574] : INFO : Epoch 740 | loss: 0.0311451 | val_loss: 0.0311605 | Time: 2323.82 ms [2021-01-22 08:45:23 main:574] : INFO : Epoch 741 | loss: 0.0311446 | val_loss: 0.0311581 | Time: 2393.55 ms [2021-01-22 08:45:26 main:574] : INFO : Epoch 742 | loss: 0.0311453 | val_loss: 0.0311565 | Time: 2301.98 ms [2021-01-22 08:45:28 main:574] : INFO : Epoch 743 | loss: 0.031143 | val_loss: 0.0311557 | Time: 2294.74 ms [2021-01-22 08:45:30 main:574] : INFO : Epoch 744 | loss: 0.0311437 | val_loss: 0.0311569 | Time: 2283.67 ms [2021-01-22 08:45:33 main:574] : INFO : Epoch 745 | loss: 0.0311435 | val_loss: 0.0311555 | Time: 2309.64 ms [2021-01-22 08:45:35 main:574] : INFO : Epoch 746 | loss: 0.0311435 | val_loss: 0.0311554 | Time: 2289.14 ms [2021-01-22 08:45:37 main:574] : INFO : Epoch 747 | loss: 0.0311429 | val_loss: 0.0311568 | Time: 2283.21 ms [2021-01-22 08:45:40 main:574] : INFO : Epoch 748 | loss: 0.0311431 | val_loss: 0.0311566 | Time: 2333.61 ms [2021-01-22 08:45:42 main:574] : INFO : Epoch 749 | loss: 0.0311439 | val_loss: 0.0311559 | Time: 2312.83 ms [2021-01-22 08:45:45 main:574] : INFO : Epoch 750 | loss: 0.0311426 | val_loss: 0.0311571 | Time: 2357.37 ms [2021-01-22 08:45:47 main:574] : INFO : Epoch 751 | loss: 0.0311425 | val_loss: 0.0311573 | Time: 2305.79 ms [2021-01-22 08:45:49 main:574] : INFO : Epoch 752 | loss: 0.0311446 | val_loss: 0.0311649 | Time: 2243.66 ms [2021-01-22 08:45:52 main:574] : INFO : Epoch 753 | loss: 0.0311523 | val_loss: 0.0311714 | Time: 2377.17 ms [2021-01-22 08:45:54 main:574] : INFO : Epoch 754 | loss: 0.0311461 | val_loss: 0.0311577 | Time: 2454.15 ms [2021-01-22 08:45:57 main:574] : INFO : Epoch 755 | loss: 0.0311416 | val_loss: 0.0311557 | Time: 2321.17 ms [2021-01-22 08:45:59 main:574] : INFO : Epoch 756 | loss: 0.0311413 | val_loss: 0.0311565 | Time: 2324.95 ms [2021-01-22 08:46:01 main:574] : INFO : Epoch 757 | loss: 0.0311412 | val_loss: 0.0311566 | Time: 2297.1 ms [2021-01-22 08:46:04 main:574] : INFO : Epoch 758 | loss: 0.0311426 | val_loss: 0.0311585 | Time: 2392.24 ms [2021-01-22 08:46:06 main:574] : INFO : Epoch 759 | loss: 0.0311412 | val_loss: 0.0311572 | Time: 2332.72 ms [2021-01-22 08:46:08 main:574] : INFO : Epoch 760 | loss: 0.0311414 | val_loss: 0.0311594 | Time: 2176.65 ms [2021-01-22 08:46:11 main:574] : INFO : Epoch 761 | loss: 0.0311413 | val_loss: 0.0311577 | Time: 2253.82 ms [2021-01-22 08:46:13 main:574] : INFO : Epoch 762 | loss: 0.0311419 | val_loss: 0.0311561 | Time: 2226.06 ms [2021-01-22 08:46:15 main:574] : INFO : Epoch 763 | loss: 0.0311412 | val_loss: 0.0311564 | Time: 2181.18 ms [2021-01-22 08:46:17 main:574] : INFO : Epoch 764 | loss: 0.0311416 | val_loss: 0.0311559 | Time: 2157.21 ms [2021-01-22 08:46:20 main:574] : INFO : Epoch 765 | loss: 0.0311405 | val_loss: 0.0311554 | Time: 2276.55 ms [2021-01-22 08:46:22 main:574] : INFO : Epoch 766 | loss: 0.0311399 | val_loss: 0.0311551 | Time: 2373.6 ms [2021-01-22 08:46:24 main:574] : INFO : Epoch 767 | loss: 0.0311399 | val_loss: 0.0311566 | Time: 2244.87 ms [2021-01-22 08:46:27 main:574] : INFO : Epoch 768 | loss: 0.0311406 | val_loss: 0.0311561 | Time: 2274.19 ms [2021-01-22 08:46:29 main:574] : INFO : Epoch 769 | loss: 0.031141 | val_loss: 0.0311571 | Time: 2337.96 ms [2021-01-22 08:46:32 main:574] : INFO : Epoch 770 | loss: 0.0311408 | val_loss: 0.0311548 | Time: 2358.93 ms [2021-01-22 08:46:34 main:574] : INFO : Epoch 771 | loss: 0.0311411 | val_loss: 0.0311562 | Time: 2226.63 ms [2021-01-22 08:46:36 main:574] : INFO : Epoch 772 | loss: 0.0311412 | val_loss: 0.0311593 | Time: 2324.73 ms [2021-01-22 08:46:38 main:574] : INFO : Epoch 773 | loss: 0.0311425 | val_loss: 0.0311572 | Time: 2220.15 ms [2021-01-22 08:46:41 main:574] : INFO : Epoch 774 | loss: 0.031141 | val_loss: 0.0311566 | Time: 2228.25 ms [2021-01-22 08:46:43 main:574] : INFO : Epoch 775 | loss: 0.0311404 | val_loss: 0.0311561 | Time: 2335.46 ms [2021-01-22 08:46:45 main:574] : INFO : Epoch 776 | loss: 0.0311399 | val_loss: 0.0311553 | Time: 2252.27 ms [2021-01-22 08:46:48 main:574] : INFO : Epoch 777 | loss: 0.0311415 | val_loss: 0.0311568 | Time: 2276.46 ms [2021-01-22 08:46:50 main:574] : INFO : Epoch 778 | loss: 0.0311435 | val_loss: 0.0311572 | Time: 2325.3 ms [2021-01-22 08:46:53 main:574] : INFO : Epoch 779 | loss: 0.0311407 | val_loss: 0.0311552 | Time: 2328.57 ms [2021-01-22 08:46:55 main:574] : INFO : Epoch 780 | loss: 0.0311395 | val_loss: 0.031158 | Time: 2341.86 ms [2021-01-22 08:46:57 main:574] : INFO : Epoch 781 | loss: 0.0311391 | val_loss: 0.0311552 | Time: 2322.49 ms [2021-01-22 08:47:00 main:574] : INFO : Epoch 782 | loss: 0.0311396 | val_loss: 0.0311558 | Time: 2144.98 ms [2021-01-22 08:47:02 main:574] : INFO : Epoch 783 | loss: 0.0311388 | val_loss: 0.0311551 | Time: 2321.85 ms [2021-01-22 08:47:04 main:574] : INFO : Epoch 784 | loss: 0.0311392 | val_loss: 0.0311571 | Time: 2256.36 ms [2021-01-22 08:47:07 main:574] : INFO : Epoch 785 | loss: 0.0311399 | val_loss: 0.0311569 | Time: 2270.52 ms [2021-01-22 08:47:09 main:574] : INFO : Epoch 786 | loss: 0.0311413 | val_loss: 0.0311576 | Time: 2217.98 ms [2021-01-22 08:47:11 main:574] : INFO : Epoch 787 | loss: 0.0311392 | val_loss: 0.0311582 | Time: 2319.42 ms [2021-01-22 08:47:14 main:574] : INFO : Epoch 788 | loss: 0.0311483 | val_loss: 0.0311641 | Time: 2343.57 ms [2021-01-22 08:47:16 main:574] : INFO : Epoch 789 | loss: 0.0311483 | val_loss: 0.0311617 | Time: 2249.5 ms [2021-01-22 08:47:18 main:574] : INFO : Epoch 790 | loss: 0.0311467 | val_loss: 0.0311607 | Time: 2329.1 ms [2021-01-22 08:47:21 main:574] : INFO : Epoch 791 | loss: 0.0311485 | val_loss: 0.0311595 | Time: 2225.75 ms [2021-01-22 08:47:23 main:574] : INFO : Epoch 792 | loss: 0.0311448 | val_loss: 0.0311585 | Time: 2373.34 ms [2021-01-22 08:47:25 main:574] : INFO : Epoch 793 | loss: 0.0311433 | val_loss: 0.031159 | Time: 2363.74 ms [2021-01-22 08:47:28 main:574] : INFO : Epoch 794 | loss: 0.0311434 | val_loss: 0.0311583 | Time: 2405.65 ms [2021-01-22 08:47:30 main:574] : INFO : Epoch 795 | loss: 0.0311422 | val_loss: 0.0311583 | Time: 2427.4 ms [2021-01-22 08:47:33 main:574] : INFO : Epoch 796 | loss: 0.0311427 | val_loss: 0.0311642 | Time: 2289.96 ms [2021-01-22 08:47:35 main:574] : INFO : Epoch 797 | loss: 0.0311438 | val_loss: 0.0311611 | Time: 2341.32 ms [2021-01-22 08:47:37 main:574] : INFO : Epoch 798 | loss: 0.0311405 | val_loss: 0.0311563 | Time: 2382.12 ms [2021-01-22 08:47:40 main:574] : INFO : Epoch 799 | loss: 0.0311401 | val_loss: 0.0311589 | Time: 2286.75 ms [2021-01-22 08:47:42 main:574] : INFO : Epoch 800 | loss: 0.031143 | val_loss: 0.0311588 | Time: 2287.17 ms [2021-01-22 08:47:45 main:574] : INFO : Epoch 801 | loss: 0.0311408 | val_loss: 0.0311578 | Time: 2286.95 ms [2021-01-22 08:47:47 main:574] : INFO : Epoch 802 | loss: 0.0311408 | val_loss: 0.0311586 | Time: 2315.67 ms [2021-01-22 08:47:49 main:574] : INFO : Epoch 803 | loss: 0.0311392 | val_loss: 0.0311584 | Time: 2362.07 ms [2021-01-22 08:47:52 main:574] : INFO : Epoch 804 | loss: 0.0311392 | val_loss: 0.0311623 | Time: 2330.13 ms [2021-01-22 08:47:54 main:574] : INFO : Epoch 805 | loss: 0.0311413 | val_loss: 0.0311601 | Time: 2255.64 ms [2021-01-22 08:47:56 main:574] : INFO : Epoch 806 | loss: 0.0311407 | val_loss: 0.03116 | Time: 2272.02 ms [2021-01-22 08:47:59 main:574] : INFO : Epoch 807 | loss: 0.031142 | val_loss: 0.031158 | Time: 2225.07 ms [2021-01-22 08:48:01 main:574] : INFO : Epoch 808 | loss: 0.0311415 | val_loss: 0.0311601 | Time: 2351.1 ms [2021-01-22 08:48:03 main:574] : INFO : Epoch 809 | loss: 0.0311401 | val_loss: 0.0311606 | Time: 2222.84 ms [2021-01-22 08:48:06 main:574] : INFO : Epoch 810 | loss: 0.0311407 | val_loss: 0.0311595 | Time: 2329.3 ms [2021-01-22 08:48:08 main:574] : INFO : Epoch 811 | loss: 0.031141 | val_loss: 0.0311589 | Time: 2338.93 ms [2021-01-22 08:48:11 main:574] : INFO : Epoch 812 | loss: 0.0311405 | val_loss: 0.031158 | Time: 2301.79 ms [2021-01-22 08:48:13 main:574] : INFO : Epoch 813 | loss: 0.0311435 | val_loss: 0.0311617 | Time: 2326.17 ms [2021-01-22 08:48:15 main:574] : INFO : Epoch 814 | loss: 0.0311422 | val_loss: 0.0311591 | Time: 2181.93 ms [2021-01-22 08:48:18 main:574] : INFO : Epoch 815 | loss: 0.0311395 | val_loss: 0.0311602 | Time: 2335.36 ms [2021-01-22 08:48:20 main:574] : INFO : Epoch 816 | loss: 0.0311408 | val_loss: 0.0311616 | Time: 2335.26 ms [2021-01-22 08:48:22 main:574] : INFO : Epoch 817 | loss: 0.0311412 | val_loss: 0.0311604 | Time: 2207 ms [2021-01-22 08:48:25 main:574] : INFO : Epoch 818 | loss: 0.03114 | val_loss: 0.0311676 | Time: 2243.92 ms [2021-01-22 08:48:27 main:574] : INFO : Epoch 819 | loss: 0.031141 | val_loss: 0.0311603 | Time: 2225.8 ms [2021-01-22 08:48:29 main:574] : INFO : Epoch 820 | loss: 0.0311404 | val_loss: 0.0311646 | Time: 2380.38 ms [2021-01-22 08:48:32 main:574] : INFO : Epoch 821 | loss: 0.0311405 | val_loss: 0.0311624 | Time: 2227.77 ms [2021-01-22 08:48:34 main:574] : INFO : Epoch 822 | loss: 0.0311401 | val_loss: 0.0311637 | Time: 2402.53 ms [2021-01-22 08:48:36 main:574] : INFO : Epoch 823 | loss: 0.0311387 | val_loss: 0.0311616 | Time: 2297.58 ms [2021-01-22 08:48:39 main:574] : INFO : Epoch 824 | loss: 0.0311397 | val_loss: 0.0311685 | Time: 2279.48 ms [2021-01-22 08:48:41 main:574] : INFO : Epoch 825 | loss: 0.0311398 | val_loss: 0.0311616 | Time: 2295.16 ms [2021-01-22 08:48:43 main:574] : INFO : Epoch 826 | loss: 0.0311391 | val_loss: 0.0311628 | Time: 2293.64 ms [2021-01-22 08:48:46 main:574] : INFO : Epoch 827 | loss: 0.0311392 | val_loss: 0.0311636 | Time: 2235.1 ms [2021-01-22 08:48:48 main:574] : INFO : Epoch 828 | loss: 0.0311385 | val_loss: 0.0311613 | Time: 2276.07 ms [2021-01-22 08:48:51 main:574] : INFO : Epoch 829 | loss: 0.0311379 | val_loss: 0.0311598 | Time: 2391.06 ms [2021-01-22 08:48:53 main:574] : INFO : Epoch 830 | loss: 0.0311379 | val_loss: 0.0311599 | Time: 2460.76 ms [2021-01-22 08:48:55 main:574] : INFO : Epoch 831 | loss: 0.0311388 | val_loss: 0.0311599 | Time: 2342.21 ms [2021-01-22 08:48:58 main:574] : INFO : Epoch 832 | loss: 0.0311421 | val_loss: 0.0311643 | Time: 2250.66 ms [2021-01-22 08:49:00 main:574] : INFO : Epoch 833 | loss: 0.0311398 | val_loss: 0.0311613 | Time: 2242 ms [2021-01-22 08:49:02 main:574] : INFO : Epoch 834 | loss: 0.0311405 | val_loss: 0.0311604 | Time: 2299.56 ms [2021-01-22 08:49:05 main:574] : INFO : Epoch 835 | loss: 0.0311419 | val_loss: 0.0311612 | Time: 2187.65 ms [2021-01-22 08:49:07 main:574] : INFO : Epoch 836 | loss: 0.031143 | val_loss: 0.0311595 | Time: 2370.33 ms [2021-01-22 08:49:09 main:574] : INFO : Epoch 837 | loss: 0.0311415 | val_loss: 0.0311583 | Time: 2342.54 ms [2021-01-22 08:49:12 main:574] : INFO : Epoch 838 | loss: 0.0311418 | val_loss: 0.0311576 | Time: 2319.53 ms [2021-01-22 08:49:14 main:574] : INFO : Epoch 839 | loss: 0.0311427 | val_loss: 0.0311594 | Time: 2359.97 ms [2021-01-22 08:49:17 main:574] : INFO : Epoch 840 | loss: 0.0311425 | val_loss: 0.0311606 | Time: 2233.76 ms [2021-01-22 08:49:19 main:574] : INFO : Epoch 841 | loss: 0.0311417 | val_loss: 0.0311594 | Time: 2280.91 ms [2021-01-22 08:49:21 main:574] : INFO : Epoch 842 | loss: 0.0311401 | val_loss: 0.0311593 | Time: 2269.53 ms [2021-01-22 08:49:24 main:574] : INFO : Epoch 843 | loss: 0.031142 | val_loss: 0.0311574 | Time: 2318.46 ms [2021-01-22 08:49:26 main:574] : INFO : Epoch 844 | loss: 0.0311426 | val_loss: 0.0311572 | Time: 2262.52 ms [2021-01-22 08:49:28 main:574] : INFO : Epoch 845 | loss: 0.0311438 | val_loss: 0.0311641 | Time: 2312.21 ms [2021-01-22 08:49:31 main:574] : INFO : Epoch 846 | loss: 0.031141 | val_loss: 0.0311596 | Time: 2266.43 ms [2021-01-22 08:49:33 main:574] : INFO : Epoch 847 | loss: 0.0311395 | val_loss: 0.0311595 | Time: 2408.18 ms [2021-01-22 08:49:35 main:574] : INFO : Epoch 848 | loss: 0.0311384 | val_loss: 0.0311586 | Time: 2265.14 ms [2021-01-22 08:49:38 main:574] : INFO : Epoch 849 | loss: 0.0311406 | val_loss: 0.0311603 | Time: 2216.34 ms [2021-01-22 08:49:40 main:574] : INFO : Epoch 850 | loss: 0.0311391 | val_loss: 0.0311604 | Time: 2344.55 ms [2021-01-22 08:49:42 main:574] : INFO : Epoch 851 | loss: 0.031141 | val_loss: 0.031163 | Time: 2356.83 ms [2021-01-22 08:49:45 main:574] : INFO : Epoch 852 | loss: 0.0311405 | val_loss: 0.0311599 | Time: 2234.39 ms [2021-01-22 08:49:47 main:574] : INFO : Epoch 853 | loss: 0.0311379 | val_loss: 0.0311595 | Time: 2415.69 ms [2021-01-22 08:49:50 main:574] : INFO : Epoch 854 | loss: 0.0311398 | val_loss: 0.0311603 | Time: 2297.39 ms [2021-01-22 08:49:52 main:574] : INFO : Epoch 855 | loss: 0.0311382 | val_loss: 0.0311622 | Time: 2355.94 ms [2021-01-22 08:49:54 main:574] : INFO : Epoch 856 | loss: 0.031138 | val_loss: 0.031161 | Time: 2312.63 ms [2021-01-22 08:49:57 main:574] : INFO : Epoch 857 | loss: 0.031138 | val_loss: 0.0311618 | Time: 2214.14 ms [2021-01-22 08:49:59 main:574] : INFO : Epoch 858 | loss: 0.0311501 | val_loss: 0.0311592 | Time: 2333.41 ms [2021-01-22 08:50:01 main:574] : INFO : Epoch 859 | loss: 0.0311538 | val_loss: 0.0311614 | Time: 2371.12 ms [2021-01-22 08:50:04 main:574] : INFO : Epoch 860 | loss: 0.0311525 | val_loss: 0.0311687 | Time: 2402.27 ms [2021-01-22 08:50:06 main:574] : INFO : Epoch 861 | loss: 0.0311518 | val_loss: 0.0311604 | Time: 2236.93 ms [2021-01-22 08:50:09 main:574] : INFO : Epoch 862 | loss: 0.0311526 | val_loss: 0.0311627 | Time: 2366.48 ms [2021-01-22 08:50:11 main:574] : INFO : Epoch 863 | loss: 0.0311506 | val_loss: 0.0311594 | Time: 2289.29 ms [2021-01-22 08:50:13 main:574] : INFO : Epoch 864 | loss: 0.0311498 | val_loss: 0.0311587 | Time: 2383.67 ms [2021-01-22 08:50:16 main:574] : INFO : Epoch 865 | loss: 0.0311495 | val_loss: 0.0311573 | Time: 2187.36 ms [2021-01-22 08:50:18 main:574] : INFO : Epoch 866 | loss: 0.0311493 | val_loss: 0.0311583 | Time: 2373.78 ms [2021-01-22 08:50:20 main:574] : INFO : Epoch 867 | loss: 0.0311481 | val_loss: 0.0311586 | Time: 2366.32 ms [2021-01-22 08:50:23 main:574] : INFO : Epoch 868 | loss: 0.0311471 | val_loss: 0.0311573 | Time: 2310.06 ms [2021-01-22 08:50:25 main:574] : INFO : Epoch 869 | loss: 0.0311476 | val_loss: 0.0311584 | Time: 2317.41 ms [2021-01-22 08:50:27 main:574] : INFO : Epoch 870 | loss: 0.0311479 | val_loss: 0.0311585 | Time: 2265.62 ms [2021-01-22 08:50:30 main:574] : INFO : Epoch 871 | loss: 0.0311474 | val_loss: 0.0311584 | Time: 2361.17 ms [2021-01-22 08:50:32 main:574] : INFO : Epoch 872 | loss: 0.0311472 | val_loss: 0.0311598 | Time: 2313 ms [2021-01-22 08:50:35 main:574] : INFO : Epoch 873 | loss: 0.0311468 | val_loss: 0.0311589 | Time: 2267.59 ms [2021-01-22 08:50:37 main:574] : INFO : Epoch 874 | loss: 0.0311474 | val_loss: 0.0311599 | Time: 2357 ms [2021-01-22 08:50:39 main:574] : INFO : Epoch 875 | loss: 0.0311496 | val_loss: 0.0311626 | Time: 2316.03 ms [2021-01-22 08:50:42 main:574] : INFO : Epoch 876 | loss: 0.0311476 | val_loss: 0.0311651 | Time: 2284.33 ms [2021-01-22 08:50:44 main:574] : INFO : Epoch 877 | loss: 0.0311526 | val_loss: 0.0311592 | Time: 2295.11 ms [2021-01-22 08:50:47 main:574] : INFO : Epoch 878 | loss: 0.0311557 | val_loss: 0.0311636 | Time: 2304.45 ms [2021-01-22 08:50:49 main:574] : INFO : Epoch 879 | loss: 0.0311567 | val_loss: 0.031163 | Time: 2271.46 ms [2021-01-22 08:50:51 main:574] : INFO : Epoch 880 | loss: 0.0311563 | val_loss: 0.0311617 | Time: 2260.8 ms [2021-01-22 08:50:53 main:574] : INFO : Epoch 881 | loss: 0.031155 | val_loss: 0.0311613 | Time: 2266.23 ms [2021-01-22 08:50:56 main:574] : INFO : Epoch 882 | loss: 0.0311551 | val_loss: 0.0311603 | Time: 2395.37 ms [2021-01-22 08:50:58 main:574] : INFO : Epoch 883 | loss: 0.0311537 | val_loss: 0.0311609 | Time: 2342.12 ms [2021-01-22 08:51:01 main:574] : INFO : Epoch 884 | loss: 0.0311528 | val_loss: 0.0311587 | Time: 2247.12 ms [2021-01-22 08:51:03 main:574] : INFO : Epoch 885 | loss: 0.0311533 | val_loss: 0.0311584 | Time: 2318.21 ms [2021-01-22 08:51:05 main:574] : INFO : Epoch 886 | loss: 0.0311516 | val_loss: 0.0311585 | Time: 2273.43 ms [2021-01-22 08:51:08 main:574] : INFO : Epoch 887 | loss: 0.0311515 | val_loss: 0.0311594 | Time: 2233.53 ms [2021-01-22 08:51:10 main:574] : INFO : Epoch 888 | loss: 0.0311523 | val_loss: 0.0311591 | Time: 2313.3 ms [2021-01-22 08:51:12 main:574] : INFO : Epoch 889 | loss: 0.0311513 | val_loss: 0.0311594 | Time: 2275.28 ms [2021-01-22 08:51:15 main:574] : INFO : Epoch 890 | loss: 0.0311497 | val_loss: 0.0311583 | Time: 2339.65 ms [2021-01-22 08:51:17 main:574] : INFO : Epoch 891 | loss: 0.0311492 | val_loss: 0.0311578 | Time: 2385.74 ms [2021-01-22 08:51:19 main:574] : INFO : Epoch 892 | loss: 0.0311508 | val_loss: 0.0311581 | Time: 2287.42 ms [2021-01-22 08:51:22 main:574] : INFO : Epoch 893 | loss: 0.0311501 | val_loss: 0.0311609 | Time: 2399.93 ms [2021-01-22 08:51:24 main:574] : INFO : Epoch 894 | loss: 0.0311501 | val_loss: 0.0311593 | Time: 2338.34 ms [2021-01-22 08:51:27 main:574] : INFO : Epoch 895 | loss: 0.03115 | val_loss: 0.0311615 | Time: 2284.02 ms [2021-01-22 08:51:29 main:574] : INFO : Epoch 896 | loss: 0.0311525 | val_loss: 0.0311595 | Time: 2280.84 ms [2021-01-22 08:51:31 main:574] : INFO : Epoch 897 | loss: 0.0311506 | val_loss: 0.0311604 | Time: 2379.3 ms [2021-01-22 08:51:34 main:574] : INFO : Epoch 898 | loss: 0.0311491 | val_loss: 0.0311645 | Time: 2317.8 ms [2021-01-22 08:51:36 main:574] : INFO : Epoch 899 | loss: 0.0311509 | val_loss: 0.0311593 | Time: 2125.15 ms [2021-01-22 08:51:38 main:574] : INFO : Epoch 900 | loss: 0.0311488 | val_loss: 0.0311604 | Time: 2315.56 ms [2021-01-22 08:51:41 main:574] : INFO : Epoch 901 | loss: 0.0311514 | val_loss: 0.0311594 | Time: 2377.23 ms [2021-01-22 08:51:43 main:574] : INFO : Epoch 902 | loss: 0.0311512 | val_loss: 0.0311613 | Time: 2337.31 ms [2021-01-22 08:51:46 main:574] : INFO : Epoch 903 | loss: 0.031149 | val_loss: 0.0311593 | Time: 2259.66 ms [2021-01-22 08:51:48 main:574] : INFO : Epoch 904 | loss: 0.0311488 | val_loss: 0.0311581 | Time: 2317.6 ms [2021-01-22 08:51:50 main:574] : INFO : Epoch 905 | loss: 0.0311487 | val_loss: 0.0311602 | Time: 2206.72 ms [2021-01-22 08:51:53 main:574] : INFO : Epoch 906 | loss: 0.0311491 | val_loss: 0.03116 | Time: 2318.12 ms [2021-01-22 08:51:55 main:574] : INFO : Epoch 907 | loss: 0.0311475 | val_loss: 0.0311584 | Time: 2394.38 ms [2021-01-22 08:51:57 main:574] : INFO : Epoch 908 | loss: 0.0311472 | val_loss: 0.0311588 | Time: 2322.47 ms [2021-01-22 08:52:00 main:574] : INFO : Epoch 909 | loss: 0.0311473 | val_loss: 0.031159 | Time: 2277.71 ms [2021-01-22 08:52:02 main:574] : INFO : Epoch 910 | loss: 0.031149 | val_loss: 0.0311602 | Time: 2375.08 ms [2021-01-22 08:52:05 main:574] : INFO : Epoch 911 | loss: 0.0311483 | val_loss: 0.0311593 | Time: 2303.8 ms [2021-01-22 08:52:07 main:574] : INFO : Epoch 912 | loss: 0.0311485 | val_loss: 0.0311593 | Time: 2218.7 ms [2021-01-22 08:52:09 main:574] : INFO : Epoch 913 | loss: 0.0311483 | val_loss: 0.0311652 | Time: 2241.53 ms [2021-01-22 08:52:12 main:574] : INFO : Epoch 914 | loss: 0.0311512 | val_loss: 0.0311609 | Time: 2449.02 ms [2021-01-22 08:52:14 main:574] : INFO : Epoch 915 | loss: 0.0311485 | val_loss: 0.0311602 | Time: 2381.81 ms [2021-01-22 08:52:17 main:574] : INFO : Epoch 916 | loss: 0.0311472 | val_loss: 0.0311629 | Time: 2254.49 ms [2021-01-22 08:52:19 main:574] : INFO : Epoch 917 | loss: 0.0311487 | val_loss: 0.0311623 | Time: 2241.48 ms [2021-01-22 08:52:21 main:574] : INFO : Epoch 918 | loss: 0.0311472 | val_loss: 0.0311611 | Time: 2285.79 ms [2021-01-22 08:52:24 main:574] : INFO : Epoch 919 | loss: 0.0311485 | val_loss: 0.0311604 | Time: 2390.08 ms [2021-01-22 08:52:26 main:574] : INFO : Epoch 920 | loss: 0.031148 | val_loss: 0.0311618 | Time: 2221.92 ms [2021-01-22 08:52:28 main:574] : INFO : Epoch 921 | loss: 0.0311467 | val_loss: 0.0311594 | Time: 2325.11 ms [2021-01-22 08:52:31 main:574] : INFO : Epoch 922 | loss: 0.0311464 | val_loss: 0.0311619 | Time: 2304.11 ms [2021-01-22 08:52:33 main:574] : INFO : Epoch 923 | loss: 0.0311473 | val_loss: 0.0311598 | Time: 2323.08 ms [2021-01-22 08:52:36 main:574] : INFO : Epoch 924 | loss: 0.0311468 | val_loss: 0.0311617 | Time: 2347.66 ms [2021-01-22 08:52:38 main:574] : INFO : Epoch 925 | loss: 0.0311483 | val_loss: 0.0311607 | Time: 2268.03 ms [2021-01-22 08:52:40 main:574] : INFO : Epoch 926 | loss: 0.031149 | val_loss: 0.0311613 | Time: 2270.15 ms [2021-01-22 08:52:42 main:574] : INFO : Epoch 927 | loss: 0.031148 | val_loss: 0.0311657 | Time: 2251.17 ms [2021-01-22 08:52:45 main:574] : INFO : Epoch 928 | loss: 0.0311483 | val_loss: 0.0311615 | Time: 2283.71 ms [2021-01-22 08:52:47 main:574] : INFO : Epoch 929 | loss: 0.0311468 | val_loss: 0.0311621 | Time: 2390.12 ms [2021-01-22 08:52:50 main:574] : INFO : Epoch 930 | loss: 0.0311472 | val_loss: 0.0311594 | Time: 2283.38 ms [2021-01-22 08:52:52 main:574] : INFO : Epoch 931 | loss: 0.0311451 | val_loss: 0.0311608 | Time: 2325.48 ms [2021-01-22 08:52:54 main:574] : INFO : Epoch 932 | loss: 0.0311455 | val_loss: 0.0311612 | Time: 2248.08 ms [2021-01-22 08:52:57 main:574] : INFO : Epoch 933 | loss: 0.0311459 | val_loss: 0.0311605 | Time: 2292.21 ms [2021-01-22 08:52:59 main:574] : INFO : Epoch 934 | loss: 0.0311458 | val_loss: 0.0311603 | Time: 2379.39 ms [2021-01-22 08:53:01 main:574] : INFO : Epoch 935 | loss: 0.0311482 | val_loss: 0.0311632 | Time: 2303.93 ms [2021-01-22 08:53:04 main:574] : INFO : Epoch 936 | loss: 0.0311461 | val_loss: 0.0311608 | Time: 2296.74 ms [2021-01-22 08:53:06 main:574] : INFO : Epoch 937 | loss: 0.0311457 | val_loss: 0.0311604 | Time: 2364.34 ms [2021-01-22 08:53:09 main:574] : INFO : Epoch 938 | loss: 0.0311456 | val_loss: 0.0311622 | Time: 2399.15 ms [2021-01-22 08:53:11 main:574] : INFO : Epoch 939 | loss: 0.031146 | val_loss: 0.0311621 | Time: 2307.87 ms [2021-01-22 08:53:14 main:574] : INFO : Epoch 940 | loss: 0.0311479 | val_loss: 0.0311624 | Time: 2373.92 ms [2021-01-22 08:53:16 main:574] : INFO : Epoch 941 | loss: 0.031146 | val_loss: 0.0311623 | Time: 2276.66 ms [2021-01-22 08:53:18 main:574] : INFO : Epoch 942 | loss: 0.0311451 | val_loss: 0.0311599 | Time: 2376.49 ms [2021-01-22 08:53:21 main:574] : INFO : Epoch 943 | loss: 0.0311456 | val_loss: 0.0311599 | Time: 2301.54 ms [2021-01-22 08:53:23 main:574] : INFO : Epoch 944 | loss: 0.0311457 | val_loss: 0.0311595 | Time: 2442.06 ms [2021-01-22 08:53:26 main:574] : INFO : Epoch 945 | loss: 0.0311442 | val_loss: 0.0311608 | Time: 2427.84 ms [2021-01-22 08:53:28 main:574] : INFO : Epoch 946 | loss: 0.0311454 | val_loss: 0.03116 | Time: 2245.17 ms [2021-01-22 08:53:30 main:574] : INFO : Epoch 947 | loss: 0.0311443 | val_loss: 0.0311606 | Time: 2245.41 ms [2021-01-22 08:53:33 main:574] : INFO : Epoch 948 | loss: 0.0311439 | val_loss: 0.0311609 | Time: 2338.57 ms [2021-01-22 08:53:35 main:574] : INFO : Epoch 949 | loss: 0.0311447 | val_loss: 0.0311593 | Time: 2195.8 ms [2021-01-22 08:53:37 main:574] : INFO : Epoch 950 | loss: 0.0311469 | val_loss: 0.0311598 | Time: 2174.23 ms [2021-01-22 08:53:39 main:574] : INFO : Epoch 951 | loss: 0.0311453 | val_loss: 0.0311621 | Time: 2302.57 ms [2021-01-22 08:53:42 main:574] : INFO : Epoch 952 | loss: 0.0311471 | val_loss: 0.031161 | Time: 2255.56 ms [2021-01-22 08:53:44 main:574] : INFO : Epoch 953 | loss: 0.0311467 | val_loss: 0.0311592 | Time: 2290.57 ms [2021-01-22 08:53:46 main:574] : INFO : Epoch 954 | loss: 0.0311465 | val_loss: 0.0311602 | Time: 2313.89 ms [2021-01-22 08:53:49 main:574] : INFO : Epoch 955 | loss: 0.0311465 | val_loss: 0.0311617 | Time: 2255.75 ms [2021-01-22 08:53:51 main:574] : INFO : Epoch 956 | loss: 0.0311462 | val_loss: 0.0311594 | Time: 2264.62 ms [2021-01-22 08:53:53 main:574] : INFO : Epoch 957 | loss: 0.0311464 | val_loss: 0.0311593 | Time: 2301.43 ms [2021-01-22 08:53:56 main:574] : INFO : Epoch 958 | loss: 0.0311485 | val_loss: 0.0311652 | Time: 2274.77 ms [2021-01-22 08:53:58 main:574] : INFO : Epoch 959 | loss: 0.0311448 | val_loss: 0.0311591 | Time: 2296.25 ms [2021-01-22 08:54:01 main:574] : INFO : Epoch 960 | loss: 0.0311439 | val_loss: 0.0311595 | Time: 2471.58 ms [2021-01-22 08:54:03 main:574] : INFO : Epoch 961 | loss: 0.0311442 | val_loss: 0.0311603 | Time: 2346.89 ms [2021-01-22 08:54:05 main:574] : INFO : Epoch 962 | loss: 0.0311447 | val_loss: 0.031161 | Time: 2329.47 ms [2021-01-22 08:54:08 main:574] : INFO : Epoch 963 | loss: 0.0311466 | val_loss: 0.0311644 | Time: 2253.68 ms [2021-01-22 08:54:10 main:574] : INFO : Epoch 964 | loss: 0.0311456 | val_loss: 0.0311605 | Time: 2267.72 ms [2021-01-22 08:54:12 main:574] : INFO : Epoch 965 | loss: 0.0311451 | val_loss: 0.0311606 | Time: 2249.51 ms [2021-01-22 08:54:15 main:574] : INFO : Epoch 966 | loss: 0.0311459 | val_loss: 0.031162 | Time: 2395.47 ms [2021-01-22 08:54:17 main:574] : INFO : Epoch 967 | loss: 0.0311449 | val_loss: 0.0311614 | Time: 2257.79 ms [2021-01-22 08:54:20 main:574] : INFO : Epoch 968 | loss: 0.0311453 | val_loss: 0.0311697 | Time: 2344.68 ms [2021-01-22 08:54:22 main:574] : INFO : Epoch 969 | loss: 0.03115 | val_loss: 0.0311626 | Time: 2209.78 ms [2021-01-22 08:54:24 main:574] : INFO : Epoch 970 | loss: 0.0311446 | val_loss: 0.0311626 | Time: 2273.81 ms [2021-01-22 08:54:27 main:574] : INFO : Epoch 971 | loss: 0.0311453 | val_loss: 0.0311606 | Time: 2453.5 ms [2021-01-22 08:54:29 main:574] : INFO : Epoch 972 | loss: 0.0311475 | val_loss: 0.0311643 | Time: 2410.9 ms [2021-01-22 08:54:32 main:574] : INFO : Epoch 973 | loss: 0.0311441 | val_loss: 0.0311627 | Time: 2328.84 ms [2021-01-22 08:54:34 main:574] : INFO : Epoch 974 | loss: 0.0311443 | val_loss: 0.031163 | Time: 2320.62 ms [2021-01-22 08:54:36 main:574] : INFO : Epoch 975 | loss: 0.0311431 | val_loss: 0.0311631 | Time: 2333.17 ms [2021-01-22 08:54:39 main:574] : INFO : Epoch 976 | loss: 0.031143 | val_loss: 0.031163 | Time: 2199.25 ms [2021-01-22 08:54:41 main:574] : INFO : Epoch 977 | loss: 0.0311426 | val_loss: 0.0311618 | Time: 2424.42 ms [2021-01-22 08:54:44 main:574] : INFO : Epoch 978 | loss: 0.0311452 | val_loss: 0.0311638 | Time: 2422.21 ms [2021-01-22 08:54:46 main:574] : INFO : Epoch 979 | loss: 0.031148 | val_loss: 0.031163 | Time: 2460.06 ms [2021-01-22 08:54:49 main:574] : INFO : Epoch 980 | loss: 0.0311465 | val_loss: 0.0311626 | Time: 2289.43 ms [2021-01-22 08:54:51 main:574] : INFO : Epoch 981 | loss: 0.0311459 | val_loss: 0.0311641 | Time: 2194.25 ms [2021-01-22 08:54:53 main:574] : INFO : Epoch 982 | loss: 0.0311448 | val_loss: 0.0311624 | Time: 2389.17 ms [2021-01-22 08:54:56 main:574] : INFO : Epoch 983 | loss: 0.031147 | val_loss: 0.0311673 | Time: 2281.28 ms [2021-01-22 08:54:58 main:574] : INFO : Epoch 984 | loss: 0.0311514 | val_loss: 0.0311632 | Time: 2574.63 ms [2021-01-22 08:55:01 main:574] : INFO : Epoch 985 | loss: 0.0311463 | val_loss: 0.031162 | Time: 2289.05 ms [2021-01-22 08:55:03 main:574] : INFO : Epoch 986 | loss: 0.0311458 | val_loss: 0.0311623 | Time: 2350.26 ms [2021-01-22 08:55:05 main:574] : INFO : Epoch 987 | loss: 0.0311449 | val_loss: 0.0311614 | Time: 2286.79 ms [2021-01-22 08:55:08 main:574] : INFO : Epoch 988 | loss: 0.0311434 | val_loss: 0.0311615 | Time: 2290.13 ms [2021-01-22 08:55:10 main:574] : INFO : Epoch 989 | loss: 0.0311436 | val_loss: 0.0311598 | Time: 2221.32 ms [2021-01-22 08:55:12 main:574] : INFO : Epoch 990 | loss: 0.0311436 | val_loss: 0.031161 | Time: 2328.62 ms [2021-01-22 08:55:15 main:574] : INFO : Epoch 991 | loss: 0.0311443 | val_loss: 0.0311595 | Time: 2326.72 ms [2021-01-22 08:55:17 main:574] : INFO : Epoch 992 | loss: 0.0311438 | val_loss: 0.0311604 | Time: 2290.98 ms [2021-01-22 08:55:20 main:574] : INFO : Epoch 993 | loss: 0.0311424 | val_loss: 0.0311606 | Time: 2312.82 ms [2021-01-22 08:55:22 main:574] : INFO : Epoch 994 | loss: 0.0311431 | val_loss: 0.0311629 | Time: 2184.34 ms [2021-01-22 08:55:24 main:574] : INFO : Epoch 995 | loss: 0.0311445 | val_loss: 0.0311602 | Time: 2245.07 ms [2021-01-22 08:55:26 main:574] : INFO : Epoch 996 | loss: 0.0311438 | val_loss: 0.0311681 | Time: 2276.17 ms [2021-01-22 08:55:29 main:574] : INFO : Epoch 997 | loss: 0.0311483 | val_loss: 0.031171 | Time: 2268.51 ms [2021-01-22 08:55:31 main:574] : INFO : Epoch 998 | loss: 0.0311473 | val_loss: 0.0311598 | Time: 2405.34 ms [2021-01-22 08:55:34 main:574] : INFO : Epoch 999 | loss: 0.0311446 | val_loss: 0.0311621 | Time: 2297.83 ms [2021-01-22 08:55:36 main:574] : INFO : Epoch 1000 | loss: 0.0311427 | val_loss: 0.0311607 | Time: 2331.2 ms [2021-01-22 08:55:38 main:574] : INFO : Epoch 1001 | loss: 0.0311424 | val_loss: 0.031161 | Time: 2288.04 ms [2021-01-22 08:55:41 main:574] : INFO : Epoch 1002 | loss: 0.031143 | val_loss: 0.0311606 | Time: 2363.92 ms [2021-01-22 08:55:43 main:574] : INFO : Epoch 1003 | loss: 0.0311433 | val_loss: 0.0311619 | Time: 2348.68 ms [2021-01-22 08:55:46 main:574] : INFO : Epoch 1004 | loss: 0.0311435 | val_loss: 0.0311628 | Time: 2326.75 ms [2021-01-22 08:55:48 main:574] : INFO : Epoch 1005 | loss: 0.0311447 | val_loss: 0.0311626 | Time: 2236.89 ms [2021-01-22 08:55:50 main:574] : INFO : Epoch 1006 | loss: 0.031143 | val_loss: 0.0311597 | Time: 2355.03 ms [2021-01-22 08:55:53 main:574] : INFO : Epoch 1007 | loss: 0.0311443 | val_loss: 0.0311614 | Time: 2222.73 ms [2021-01-22 08:55:55 main:574] : INFO : Epoch 1008 | loss: 0.0311451 | val_loss: 0.03117 | Time: 2218.13 ms [2021-01-22 08:55:57 main:574] : INFO : Epoch 1009 | loss: 0.0311446 | val_loss: 0.0311606 | Time: 2378.88 ms [2021-01-22 08:56:00 main:574] : INFO : Epoch 1010 | loss: 0.0311419 | val_loss: 0.0311628 | Time: 2277.32 ms [2021-01-22 08:56:02 main:574] : INFO : Epoch 1011 | loss: 0.0311423 | val_loss: 0.0311626 | Time: 2372.05 ms [2021-01-22 08:56:04 main:574] : INFO : Epoch 1012 | loss: 0.0311435 | val_loss: 0.0311624 | Time: 2247.71 ms [2021-01-22 08:56:07 main:574] : INFO : Epoch 1013 | loss: 0.0311433 | val_loss: 0.0311609 | Time: 2347.91 ms [2021-01-22 08:56:09 main:574] : INFO : Epoch 1014 | loss: 0.0311439 | val_loss: 0.0311623 | Time: 2270.64 ms [2021-01-22 08:56:12 main:574] : INFO : Epoch 1015 | loss: 0.0311422 | val_loss: 0.0311604 | Time: 2261.29 ms [2021-01-22 08:56:14 main:574] : INFO : Epoch 1016 | loss: 0.0311418 | val_loss: 0.0311635 | Time: 2375.77 ms [2021-01-22 08:56:16 main:574] : INFO : Epoch 1017 | loss: 0.0311426 | val_loss: 0.031163 | Time: 2221.7 ms [2021-01-22 08:56:19 main:574] : INFO : Epoch 1018 | loss: 0.0311427 | val_loss: 0.0311597 | Time: 2305.41 ms [2021-01-22 08:56:21 main:574] : INFO : Epoch 1019 | loss: 0.0311423 | val_loss: 0.031165 | Time: 2278.31 ms [2021-01-22 08:56:23 main:574] : INFO : Epoch 1020 | loss: 0.0311441 | val_loss: 0.0311614 | Time: 2226.61 ms [2021-01-22 08:56:26 main:574] : INFO : Epoch 1021 | loss: 0.031141 | val_loss: 0.0311597 | Time: 2309.42 ms [2021-01-22 08:56:28 main:574] : INFO : Epoch 1022 | loss: 0.0311424 | val_loss: 0.0311616 | Time: 2294.37 ms [2021-01-22 08:56:30 main:574] : INFO : Epoch 1023 | loss: 0.0311424 | val_loss: 0.0311604 | Time: 2274.07 ms [2021-01-22 08:56:33 main:574] : INFO : Epoch 1024 | loss: 0.0311424 | val_loss: 0.0311623 | Time: 2343.1 ms [2021-01-22 08:56:33 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311623 [2021-01-22 08:56:33 main:603] : INFO : Saving end state to config to file [2021-01-22 08:56:33 main:608] : INFO : Success, exiting.. 08:56:33 (2292): 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)