Task 3438051
| Name | ParityMachine-1605115851-14254-10_1 |
| Workunit | 1586299 |
| Created | 27 Dec 2020, 14:58:43 UTC |
| Sent | 27 Dec 2020, 16:42:20 UTC |
| Report deadline | 3 Jan 2021, 16:42:20 UTC |
| Received | 27 Dec 2020, 18:46:51 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6950 |
| Run time | 32 min 1 sec |
| CPU time | 31 min 35 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 5,112.04 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.33 GB |
| Peak disk usage | 1.53 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> loss: 0.0311307 | val_loss: 0.0311636 | Time: 1854.21 ms [2020-12-27 19:30:39 main:574] : INFO : Epoch 515 | loss: 0.0311269 | val_loss: 0.0311612 | Time: 1856.89 ms [2020-12-27 19:30:40 main:574] : INFO : Epoch 516 | loss: 0.0311286 | val_loss: 0.031163 | Time: 1874.79 ms [2020-12-27 19:30:42 main:574] : INFO : Epoch 517 | loss: 0.0311275 | val_loss: 0.0311608 | Time: 1854.26 ms [2020-12-27 19:30:44 main:574] : INFO : Epoch 518 | loss: 0.031127 | val_loss: 0.0311642 | Time: 1829.64 ms [2020-12-27 19:30:46 main:574] : INFO : Epoch 519 | loss: 0.0311326 | val_loss: 0.0311604 | Time: 1854.71 ms [2020-12-27 19:30:48 main:574] : INFO : Epoch 520 | loss: 0.0311365 | val_loss: 0.0311582 | Time: 1851.02 ms [2020-12-27 19:30:50 main:574] : INFO : Epoch 521 | loss: 0.0311354 | val_loss: 0.0311622 | Time: 1861.98 ms [2020-12-27 19:30:52 main:574] : INFO : Epoch 522 | loss: 0.0311337 | val_loss: 0.0311579 | Time: 1845.61 ms [2020-12-27 19:30:53 main:574] : INFO : Epoch 523 | loss: 0.0311321 | val_loss: 0.0311646 | Time: 1842.79 ms [2020-12-27 19:30:55 main:574] : INFO : Epoch 524 | loss: 0.0311314 | val_loss: 0.0311631 | Time: 1840.35 ms [2020-12-27 19:30:57 main:574] : INFO : Epoch 525 | loss: 0.0311338 | val_loss: 0.0311661 | Time: 1833.87 ms [2020-12-27 19:30:59 main:574] : INFO : Epoch 526 | loss: 0.0311316 | val_loss: 0.0311619 | Time: 1867.3 ms [2020-12-27 19:31:01 main:574] : INFO : Epoch 527 | loss: 0.0311292 | val_loss: 0.0311636 | Time: 1843.04 ms [2020-12-27 19:31:03 main:574] : INFO : Epoch 528 | loss: 0.0311314 | val_loss: 0.0311667 | Time: 1840.06 ms [2020-12-27 19:31:05 main:574] : INFO : Epoch 529 | loss: 0.0311308 | val_loss: 0.0311638 | Time: 1840.48 ms [2020-12-27 19:31:06 main:574] : INFO : Epoch 530 | loss: 0.0311308 | val_loss: 0.0311643 | Time: 1842.42 ms [2020-12-27 19:31:08 main:574] : INFO : Epoch 531 | loss: 0.0311311 | val_loss: 0.031161 | Time: 1847.49 ms [2020-12-27 19:31:10 main:574] : INFO : Epoch 532 | loss: 0.0311287 | val_loss: 0.0311597 | Time: 1862.19 ms [2020-12-27 19:31:12 main:574] : INFO : Epoch 533 | loss: 0.0311291 | val_loss: 0.0311655 | Time: 1826.27 ms [2020-12-27 19:31:14 main:574] : INFO : Epoch 534 | loss: 0.0311276 | val_loss: 0.0311614 | Time: 1893.32 ms [2020-12-27 19:31:16 main:574] : INFO : Epoch 535 | loss: 0.0311265 | val_loss: 0.0311593 | Time: 1832.65 ms [2020-12-27 19:31:18 main:574] : INFO : Epoch 536 | loss: 0.0311285 | val_loss: 0.0311609 | Time: 1859.13 ms [2020-12-27 19:31:19 main:574] : INFO : Epoch 537 | loss: 0.0311277 | val_loss: 0.0311662 | Time: 1852.56 ms [2020-12-27 19:31:21 main:574] : INFO : Epoch 538 | loss: 0.0311267 | val_loss: 0.0311617 | Time: 1859.23 ms [2020-12-27 19:31:23 main:574] : INFO : Epoch 539 | loss: 0.0311255 | val_loss: 0.0311594 | Time: 1858.39 ms [2020-12-27 19:31:25 main:574] : INFO : Epoch 540 | loss: 0.0311264 | val_loss: 0.0311692 | Time: 1844.18 ms [2020-12-27 19:31:27 main:574] : INFO : Epoch 541 | loss: 0.0311296 | val_loss: 0.0311732 | Time: 1841.48 ms [2020-12-27 19:31:29 main:574] : INFO : Epoch 542 | loss: 0.0311271 | val_loss: 0.0311673 | Time: 1865.78 ms [2020-12-27 19:31:31 main:574] : INFO : Epoch 543 | loss: 0.0311267 | val_loss: 0.0311627 | Time: 1863.27 ms [2020-12-27 19:31:33 main:574] : INFO : Epoch 544 | loss: 0.031124 | val_loss: 0.0311635 | Time: 1845.35 ms [2020-12-27 19:31:34 main:574] : INFO : Epoch 545 | loss: 0.0311247 | val_loss: 0.0311667 | Time: 1868.97 ms [2020-12-27 19:31:36 main:574] : INFO : Epoch 546 | loss: 0.0311235 | val_loss: 0.0311656 | Time: 1817.18 ms [2020-12-27 19:31:38 main:574] : INFO : Epoch 547 | loss: 0.0311247 | val_loss: 0.0311639 | Time: 1859.52 ms [2020-12-27 19:31:40 main:574] : INFO : Epoch 548 | loss: 0.0311251 | val_loss: 0.0311632 | Time: 1868.58 ms [2020-12-27 19:31:42 main:574] : INFO : Epoch 549 | loss: 0.031124 | val_loss: 0.0311683 | Time: 1850.98 ms [2020-12-27 19:31:44 main:574] : INFO : Epoch 550 | loss: 0.0311263 | val_loss: 0.0311627 | Time: 1830.97 ms [2020-12-27 19:31:46 main:574] : INFO : Epoch 551 | loss: 0.0311238 | val_loss: 0.0311648 | Time: 1883.61 ms [2020-12-27 19:31:47 main:574] : INFO : Epoch 552 | loss: 0.0311236 | val_loss: 0.0311656 | Time: 1843.03 ms [2020-12-27 19:31:49 main:574] : INFO : Epoch 553 | loss: 0.0311535 | val_loss: 0.031194 | Time: 1833.79 ms [2020-12-27 19:31:51 main:574] : INFO : Epoch 554 | loss: 0.0312896 | val_loss: 0.0312805 | Time: 1857.75 ms [2020-12-27 19:31:53 main:574] : INFO : Epoch 555 | loss: 0.0312593 | val_loss: 0.0312213 | Time: 1862.47 ms [2020-12-27 19:31:55 main:574] : INFO : Epoch 556 | loss: 0.0311634 | val_loss: 0.0311772 | Time: 1850.98 ms [2020-12-27 19:31:57 main:574] : INFO : Epoch 557 | loss: 0.0311439 | val_loss: 0.0311634 | Time: 1860.21 ms [2020-12-27 19:31:59 main:574] : INFO : Epoch 558 | loss: 0.031139 | val_loss: 0.0311609 | Time: 1862.35 ms [2020-12-27 19:32:00 main:574] : INFO : Epoch 559 | loss: 0.0311366 | val_loss: 0.0311566 | Time: 1864.08 ms [2020-12-27 19:32:02 main:574] : INFO : Epoch 560 | loss: 0.0311366 | val_loss: 0.0311598 | Time: 1848.08 ms [2020-12-27 19:32:04 main:574] : INFO : Epoch 561 | loss: 0.0311349 | val_loss: 0.0311605 | Time: 1866.93 ms [2020-12-27 19:32:06 main:574] : INFO : Epoch 562 | loss: 0.0311328 | val_loss: 0.0311578 | Time: 1853.84 ms [2020-12-27 19:32:08 main:574] : INFO : Epoch 563 | loss: 0.0311352 | val_loss: 0.0311603 | Time: 1867.1 ms [2020-12-27 19:32:10 main:574] : INFO : Epoch 564 | loss: 0.0311315 | val_loss: 0.0311652 | Time: 1842.19 ms [2020-12-27 19:32:12 main:574] : INFO : Epoch 565 | loss: 0.031131 | val_loss: 0.0311635 | Time: 1872.84 ms [2020-12-27 19:32:14 main:574] : INFO : Epoch 566 | loss: 0.0311293 | val_loss: 0.0311643 | Time: 1857.52 ms [2020-12-27 19:32:15 main:574] : INFO : Epoch 567 | loss: 0.0311315 | val_loss: 0.0311641 | Time: 1860.93 ms [2020-12-27 19:32:17 main:574] : INFO : Epoch 568 | loss: 0.0311294 | val_loss: 0.0311647 | Time: 1883.7 ms [2020-12-27 19:32:19 main:574] : INFO : Epoch 569 | loss: 0.0311292 | val_loss: 0.0311639 | Time: 1882.31 ms [2020-12-27 19:32:21 main:574] : INFO : Epoch 570 | loss: 0.0311301 | val_loss: 0.0311748 | Time: 1851.62 ms [2020-12-27 19:32:23 main:574] : INFO : Epoch 571 | loss: 0.0311292 | val_loss: 0.0311653 | Time: 1873.94 ms [2020-12-27 19:32:25 main:574] : INFO : Epoch 572 | loss: 0.0311267 | val_loss: 0.0311679 | Time: 1880.82 ms [2020-12-27 19:32:27 main:574] : INFO : Epoch 573 | loss: 0.0311268 | val_loss: 0.0311662 | Time: 1883.31 ms [2020-12-27 19:32:29 main:574] : INFO : Epoch 574 | loss: 0.0311268 | val_loss: 0.0311686 | Time: 1849.86 ms [2020-12-27 19:32:30 main:574] : INFO : Epoch 575 | loss: 0.031128 | val_loss: 0.0311628 | Time: 1874.01 ms [2020-12-27 19:32:32 main:574] : INFO : Epoch 576 | loss: 0.0311326 | val_loss: 0.0311665 | Time: 1854.41 ms [2020-12-27 19:32:34 main:574] : INFO : Epoch 577 | loss: 0.0311358 | val_loss: 0.0311649 | Time: 1885.68 ms [2020-12-27 19:32:36 main:574] : INFO : Epoch 578 | loss: 0.0311396 | val_loss: 0.0311649 | Time: 1865.95 ms [2020-12-27 19:32:38 main:574] : INFO : Epoch 579 | loss: 0.0311382 | val_loss: 0.0311665 | Time: 1902.05 ms [2020-12-27 19:32:40 main:574] : INFO : Epoch 580 | loss: 0.0311383 | val_loss: 0.031166 | Time: 1859.24 ms [2020-12-27 19:32:42 main:574] : INFO : Epoch 581 | loss: 0.0311379 | val_loss: 0.0311669 | Time: 1863.01 ms [2020-12-27 19:32:44 main:574] : INFO : Epoch 582 | loss: 0.0311343 | val_loss: 0.0311687 | Time: 1854.15 ms [2020-12-27 19:32:45 main:574] : INFO : Epoch 583 | loss: 0.0311345 | val_loss: 0.0311628 | Time: 1878.09 ms [2020-12-27 19:32:47 main:574] : INFO : Epoch 584 | loss: 0.0311318 | val_loss: 0.0311646 | Time: 1866.43 ms [2020-12-27 19:32:49 main:574] : INFO : Epoch 585 | loss: 0.0311324 | val_loss: 0.0311634 | Time: 1855.15 ms [2020-12-27 19:32:51 main:574] : INFO : Epoch 586 | loss: 0.0311323 | val_loss: 0.0311666 | Time: 1852.3 ms [2020-12-27 19:32:53 main:574] : INFO : Epoch 587 | loss: 0.0311323 | val_loss: 0.0311655 | Time: 1884.66 ms [2020-12-27 19:32:55 main:574] : INFO : Epoch 588 | loss: 0.0311341 | val_loss: 0.0311627 | Time: 1860.03 ms [2020-12-27 19:32:57 main:574] : INFO : Epoch 589 | loss: 0.0311349 | val_loss: 0.0311616 | Time: 1877.26 ms [2020-12-27 19:32:59 main:574] : INFO : Epoch 590 | loss: 0.031131 | val_loss: 0.0311607 | Time: 1872.1 ms [2020-12-27 19:33:01 main:574] : INFO : Epoch 591 | loss: 0.0311301 | val_loss: 0.0311614 | Time: 1893.04 ms [2020-12-27 19:33:02 main:574] : INFO : Epoch 592 | loss: 0.0311317 | val_loss: 0.0311647 | Time: 1867.41 ms [2020-12-27 19:33:04 main:574] : INFO : Epoch 593 | loss: 0.031131 | val_loss: 0.0311632 | Time: 1874.89 ms [2020-12-27 19:33:06 main:574] : INFO : Epoch 594 | loss: 0.0311314 | val_loss: 0.0311624 | Time: 1851.06 ms [2020-12-27 19:33:08 main:574] : INFO : Epoch 595 | loss: 0.0311307 | val_loss: 0.0311626 | Time: 1881.49 ms [2020-12-27 19:33:10 main:574] : INFO : Epoch 596 | loss: 0.0311289 | val_loss: 0.0311612 | Time: 1839.66 ms [2020-12-27 19:33:12 main:574] : INFO : Epoch 597 | loss: 0.0311292 | val_loss: 0.0311598 | Time: 1872.02 ms [2020-12-27 19:33:14 main:574] : INFO : Epoch 598 | loss: 0.0311306 | val_loss: 0.0311622 | Time: 1853.21 ms [2020-12-27 19:33:16 main:574] : INFO : Epoch 599 | loss: 0.031129 | val_loss: 0.0311643 | Time: 1875.7 ms [2020-12-27 19:33:17 main:574] : INFO : Epoch 600 | loss: 0.0311287 | val_loss: 0.0311657 | Time: 1857.84 ms [2020-12-27 19:33:19 main:574] : INFO : Epoch 601 | loss: 0.0311318 | val_loss: 0.0311625 | Time: 1859.74 ms [2020-12-27 19:33:21 main:574] : INFO : Epoch 602 | loss: 0.0311315 | val_loss: 0.0311637 | Time: 1847.61 ms [2020-12-27 19:33:23 main:574] : INFO : Epoch 603 | loss: 0.0311291 | val_loss: 0.0311636 | Time: 1855.32 ms [2020-12-27 19:33:25 main:574] : INFO : Epoch 604 | loss: 0.0311286 | val_loss: 0.0311642 | Time: 1872.8 ms [2020-12-27 19:33:27 main:574] : INFO : Epoch 605 | loss: 0.0311301 | val_loss: 0.0311608 | Time: 1855.76 ms [2020-12-27 19:33:29 main:574] : INFO : Epoch 606 | loss: 0.0311284 | val_loss: 0.0311609 | Time: 1856.64 ms [2020-12-27 19:33:31 main:574] : INFO : Epoch 607 | loss: 0.0311281 | val_loss: 0.0311646 | Time: 1865.01 ms [2020-12-27 19:33:32 main:574] : INFO : Epoch 608 | loss: 0.031127 | val_loss: 0.0311634 | Time: 1851.47 ms [2020-12-27 19:33:34 main:574] : INFO : Epoch 609 | loss: 0.0311266 | val_loss: 0.0311645 | Time: 1847.07 ms [2020-12-27 19:33:36 main:574] : INFO : Epoch 610 | loss: 0.0311275 | val_loss: 0.0311632 | Time: 1867.51 ms [2020-12-27 19:33:38 main:574] : INFO : Epoch 611 | loss: 0.0311274 | val_loss: 0.0311616 | Time: 1842.24 ms [2020-12-27 19:33:40 main:574] : INFO : Epoch 612 | loss: 0.0311251 | val_loss: 0.0311588 | Time: 1875.22 ms [2020-12-27 19:33:42 main:574] : INFO : Epoch 613 | loss: 0.0311259 | val_loss: 0.0311604 | Time: 1860.63 ms [2020-12-27 19:33:44 main:574] : INFO : Epoch 614 | loss: 0.0311268 | val_loss: 0.0311673 | Time: 1863.46 ms [2020-12-27 19:33:46 main:574] : INFO : Epoch 615 | loss: 0.0311261 | val_loss: 0.0311624 | Time: 1850.31 ms [2020-12-27 19:33:47 main:574] : INFO : Epoch 616 | loss: 0.0311258 | val_loss: 0.0311654 | Time: 1866.39 ms [2020-12-27 19:33:49 main:574] : INFO : Epoch 617 | loss: 0.0311308 | val_loss: 0.0311799 | Time: 1857.91 ms [2020-12-27 19:33:51 main:574] : INFO : Epoch 618 | loss: 0.0311308 | val_loss: 0.0311614 | Time: 1848.77 ms [2020-12-27 19:33:53 main:574] : INFO : Epoch 619 | loss: 0.0311269 | val_loss: 0.0311606 | Time: 1882.17 ms [2020-12-27 19:33:55 main:574] : INFO : Epoch 620 | loss: 0.0311261 | val_loss: 0.0311581 | Time: 1844.63 ms [2020-12-27 19:33:57 main:574] : INFO : Epoch 621 | loss: 0.031127 | val_loss: 0.0311603 | Time: 1844.07 ms [2020-12-27 19:33:59 main:574] : INFO : Epoch 622 | loss: 0.0311304 | val_loss: 0.0311687 | Time: 1849.04 ms [2020-12-27 19:34:00 main:574] : INFO : Epoch 623 | loss: 0.0311295 | val_loss: 0.0311695 | Time: 1853.14 ms [2020-12-27 19:34:02 main:574] : INFO : Epoch 624 | loss: 0.031128 | val_loss: 0.0311591 | Time: 1833.67 ms [2020-12-27 19:34:04 main:574] : INFO : Epoch 625 | loss: 0.0311267 | val_loss: 0.0311561 | Time: 1866.45 ms [2020-12-27 19:34:06 main:574] : INFO : Epoch 626 | loss: 0.0311247 | val_loss: 0.0311607 | Time: 1865.11 ms [2020-12-27 19:34:08 main:574] : INFO : Epoch 627 | loss: 0.0311248 | val_loss: 0.0311617 | Time: 1866.16 ms [2020-12-27 19:34:10 main:574] : INFO : Epoch 628 | loss: 0.0311263 | val_loss: 0.0311608 | Time: 1859.57 ms [2020-12-27 19:34:12 main:574] : INFO : Epoch 629 | loss: 0.0311254 | val_loss: 0.0311645 | Time: 1853.89 ms [2020-12-27 19:34:14 main:574] : INFO : Epoch 630 | loss: 0.0311238 | val_loss: 0.031162 | Time: 1858.07 ms [2020-12-27 19:34:15 main:574] : INFO : Epoch 631 | loss: 0.0311229 | val_loss: 0.0311612 | Time: 1860.08 ms [2020-12-27 19:34:17 main:574] : INFO : Epoch 632 | loss: 0.0311254 | val_loss: 0.0311642 | Time: 1864.48 ms [2020-12-27 19:34:19 main:574] : INFO : Epoch 633 | loss: 0.0311316 | val_loss: 0.0311616 | Time: 1863.54 ms [2020-12-27 19:34:21 main:574] : INFO : Epoch 634 | loss: 0.0311277 | val_loss: 0.0311596 | Time: 1877.4 ms [2020-12-27 19:34:23 main:574] : INFO : Epoch 635 | loss: 0.0311258 | val_loss: 0.0311594 | Time: 1871.69 ms [2020-12-27 19:34:25 main:574] : INFO : Epoch 636 | loss: 0.0311239 | val_loss: 0.0311576 | Time: 1869.56 ms [2020-12-27 19:34:27 main:574] : INFO : Epoch 637 | loss: 0.0311266 | val_loss: 0.0311599 | Time: 1835.48 ms [2020-12-27 19:34:29 main:574] : INFO : Epoch 638 | loss: 0.0311261 | val_loss: 0.0311604 | Time: 1867.6 ms [2020-12-27 19:34:30 main:574] : INFO : Epoch 639 | loss: 0.031126 | val_loss: 0.0311603 | Time: 1843.69 ms [2020-12-27 19:34:32 main:574] : INFO : Epoch 640 | loss: 0.0311288 | val_loss: 0.0311639 | Time: 1842.34 ms [2020-12-27 19:34:34 main:574] : INFO : Epoch 641 | loss: 0.0311316 | val_loss: 0.0311634 | Time: 1849.37 ms [2020-12-27 19:34:36 main:574] : INFO : Epoch 642 | loss: 0.0311322 | val_loss: 0.031162 | Time: 1843.29 ms [2020-12-27 19:34:38 main:574] : INFO : Epoch 643 | loss: 0.0311333 | val_loss: 0.0311582 | Time: 1842.09 ms [2020-12-27 19:34:40 main:574] : INFO : Epoch 644 | loss: 0.0311304 | val_loss: 0.0311622 | Time: 1871.38 ms [2020-12-27 19:34:42 main:574] : INFO : Epoch 645 | loss: 0.0311291 | val_loss: 0.0311601 | Time: 1864.51 ms [2020-12-27 19:34:43 main:574] : INFO : Epoch 646 | loss: 0.0311282 | val_loss: 0.0311609 | Time: 1854.33 ms [2020-12-27 19:34:45 main:574] : INFO : Epoch 647 | loss: 0.0311272 | val_loss: 0.0311581 | Time: 1884.62 ms [2020-12-27 19:34:47 main:574] : INFO : Epoch 648 | loss: 0.0311287 | val_loss: 0.0311599 | Time: 1868.22 ms [2020-12-27 19:34:49 main:574] : INFO : Epoch 649 | loss: 0.0311343 | val_loss: 0.0311601 | Time: 1864.41 ms [2020-12-27 19:34:51 main:574] : INFO : Epoch 650 | loss: 0.031131 | val_loss: 0.0311636 | Time: 1842.29 ms [2020-12-27 19:34:53 main:574] : INFO : Epoch 651 | loss: 0.0311324 | val_loss: 0.0311622 | Time: 1861.2 ms [2020-12-27 19:34:55 main:574] : INFO : Epoch 652 | loss: 0.0311293 | val_loss: 0.0311666 | Time: 1852.34 ms [2020-12-27 19:34:57 main:574] : INFO : Epoch 653 | loss: 0.0311287 | val_loss: 0.0311621 | Time: 1839.9 ms [2020-12-27 19:34:58 main:574] : INFO : Epoch 654 | loss: 0.0311279 | val_loss: 0.0311589 | Time: 1863.1 ms [2020-12-27 19:35:00 main:574] : INFO : Epoch 655 | loss: 0.0311269 | val_loss: 0.0311588 | Time: 1864.45 ms [2020-12-27 19:35:02 main:574] : INFO : Epoch 656 | loss: 0.0311279 | val_loss: 0.0311638 | Time: 1876.27 ms [2020-12-27 19:35:04 main:574] : INFO : Epoch 657 | loss: 0.0311268 | val_loss: 0.0311613 | Time: 1864.94 ms [2020-12-27 19:35:06 main:574] : INFO : Epoch 658 | loss: 0.0311267 | val_loss: 0.0311617 | Time: 1866.94 ms [2020-12-27 19:35:08 main:574] : INFO : Epoch 659 | loss: 0.031126 | val_loss: 0.0311632 | Time: 1857.21 ms [2020-12-27 19:35:10 main:574] : INFO : Epoch 660 | loss: 0.0311286 | val_loss: 0.0311641 | Time: 1874.77 ms [2020-12-27 19:35:12 main:574] : INFO : Epoch 661 | loss: 0.0311267 | val_loss: 0.031166 | Time: 1870.22 ms [2020-12-27 19:35:13 main:574] : INFO : Epoch 662 | loss: 0.0311262 | val_loss: 0.0311576 | Time: 1882.96 ms [2020-12-27 19:35:15 main:574] : INFO : Epoch 663 | loss: 0.0311243 | val_loss: 0.0311633 | Time: 1885.04 ms [2020-12-27 19:35:17 main:574] : INFO : Epoch 664 | loss: 0.0311246 | val_loss: 0.0311596 | Time: 1878.54 ms [2020-12-27 19:35:19 main:574] : INFO : Epoch 665 | loss: 0.0311251 | val_loss: 0.0311618 | Time: 1852.47 ms [2020-12-27 19:35:21 main:574] : INFO : Epoch 666 | loss: 0.0311276 | val_loss: 0.0311626 | Time: 1871.24 ms [2020-12-27 19:35:23 main:574] : INFO : Epoch 667 | loss: 0.0311278 | val_loss: 0.0311595 | Time: 1841.51 ms [2020-12-27 19:35:25 main:574] : INFO : Epoch 668 | loss: 0.0311271 | val_loss: 0.0311575 | Time: 1884.91 ms [2020-12-27 19:35:27 main:574] : INFO : Epoch 669 | loss: 0.031126 | val_loss: 0.0311664 | Time: 1856.52 ms [2020-12-27 19:35:28 main:574] : INFO : Epoch 670 | loss: 0.031125 | val_loss: 0.0311581 | Time: 1878.82 ms [2020-12-27 19:35:30 main:574] : INFO : Epoch 671 | loss: 0.0311244 | val_loss: 0.03116 | Time: 1854.98 ms [2020-12-27 19:35:32 main:574] : INFO : Epoch 672 | loss: 0.0311285 | val_loss: 0.0311609 | Time: 1866.1 ms [2020-12-27 19:35:34 main:574] : INFO : Epoch 673 | loss: 0.0311289 | val_loss: 0.031161 | Time: 1871.81 ms [2020-12-27 19:35:36 main:574] : INFO : Epoch 674 | loss: 0.0311255 | val_loss: 0.0311603 | Time: 1868.93 ms [2020-12-27 19:35:38 main:574] : INFO : Epoch 675 | loss: 0.0311266 | val_loss: 0.0311591 | Time: 1869.97 ms [2020-12-27 19:35:40 main:574] : INFO : Epoch 676 | loss: 0.031125 | val_loss: 0.0311622 | Time: 1886.38 ms [2020-12-27 19:35:42 main:574] : INFO : Epoch 677 | loss: 0.0311254 | val_loss: 0.0311602 | Time: 1876.92 ms [2020-12-27 19:35:44 main:574] : INFO : Epoch 678 | loss: 0.03113 | val_loss: 0.0311648 | Time: 1868.09 ms [2020-12-27 19:35:45 main:574] : INFO : Epoch 679 | loss: 0.0311306 | val_loss: 0.0311616 | Time: 1874.48 ms [2020-12-27 19:35:47 main:574] : INFO : Epoch 680 | loss: 0.0311328 | val_loss: 0.0311649 | Time: 1871.55 ms [2020-12-27 19:35:49 main:574] : INFO : Epoch 681 | loss: 0.0311357 | val_loss: 0.031162 | Time: 1875.77 ms [2020-12-27 19:35:51 main:574] : INFO : Epoch 682 | loss: 0.0311424 | val_loss: 0.031159 | Time: 1866.04 ms [2020-12-27 19:35:53 main:574] : INFO : Epoch 683 | loss: 0.0311389 | val_loss: 0.0311622 | Time: 1851.28 ms [2020-12-27 19:35:55 main:574] : INFO : Epoch 684 | loss: 0.0311354 | val_loss: 0.0311575 | Time: 1896.97 ms [2020-12-27 19:35:57 main:574] : INFO : Epoch 685 | loss: 0.031137 | val_loss: 0.0311675 | Time: 1887.08 ms [2020-12-27 19:35:59 main:574] : INFO : Epoch 686 | loss: 0.0311384 | val_loss: 0.031162 | Time: 1873.93 ms [2020-12-27 19:36:00 main:574] : INFO : Epoch 687 | loss: 0.0311359 | val_loss: 0.0311609 | Time: 1855.12 ms [2020-12-27 19:36:02 main:574] : INFO : Epoch 688 | loss: 0.0311314 | val_loss: 0.0311641 | Time: 1854.2 ms [2020-12-27 19:36:04 main:574] : INFO : Epoch 689 | loss: 0.0311281 | val_loss: 0.0311598 | Time: 1881.54 ms [2020-12-27 19:36:06 main:574] : INFO : Epoch 690 | loss: 0.0311286 | val_loss: 0.0311614 | Time: 1862.92 ms [2020-12-27 19:36:08 main:574] : INFO : Epoch 691 | loss: 0.0311334 | val_loss: 0.0311654 | Time: 1854.16 ms [2020-12-27 19:36:10 main:574] : INFO : Epoch 692 | loss: 0.0311275 | val_loss: 0.031161 | Time: 1872.34 ms [2020-12-27 19:36:12 main:574] : INFO : Epoch 693 | loss: 0.0311297 | val_loss: 0.0311602 | Time: 1853.18 ms [2020-12-27 19:36:14 main:574] : INFO : Epoch 694 | loss: 0.0311322 | val_loss: 0.0311575 | Time: 1887.9 ms [2020-12-27 19:36:16 main:574] : INFO : Epoch 695 | loss: 0.0311303 | val_loss: 0.0311604 | Time: 1872.48 ms [2020-12-27 19:36:17 main:574] : INFO : Epoch 696 | loss: 0.0311324 | val_loss: 0.0311622 | Time: 1876.47 ms [2020-12-27 19:36:19 main:574] : INFO : Epoch 697 | loss: 0.031134 | val_loss: 0.0311647 | Time: 1856.32 ms [2020-12-27 19:36:21 main:574] : INFO : Epoch 698 | loss: 0.031136 | val_loss: 0.0311601 | Time: 1861.02 ms [2020-12-27 19:36:23 main:574] : INFO : Epoch 699 | loss: 0.031135 | val_loss: 0.0311573 | Time: 1857.23 ms [2020-12-27 19:36:25 main:574] : INFO : Epoch 700 | loss: 0.0311334 | val_loss: 0.0311613 | Time: 1872.08 ms [2020-12-27 19:36:27 main:574] : INFO : Epoch 701 | loss: 0.0311329 | val_loss: 0.0311612 | Time: 1854.6 ms [2020-12-27 19:36:29 main:574] : INFO : Epoch 702 | loss: 0.031132 | val_loss: 0.0311598 | Time: 1889.48 ms [2020-12-27 19:36:31 main:574] : INFO : Epoch 703 | loss: 0.0311327 | val_loss: 0.0311612 | Time: 1874.47 ms [2020-12-27 19:36:32 main:574] : INFO : Epoch 704 | loss: 0.031129 | val_loss: 0.0311651 | Time: 1888.28 ms [2020-12-27 19:36:34 main:574] : INFO : Epoch 705 | loss: 0.0311295 | val_loss: 0.031162 | Time: 1867.5 ms [2020-12-27 19:36:36 main:574] : INFO : Epoch 706 | loss: 0.0311294 | val_loss: 0.0311614 | Time: 1869.64 ms [2020-12-27 19:36:38 main:574] : INFO : Epoch 707 | loss: 0.031132 | val_loss: 0.0311622 | Time: 1868.3 ms [2020-12-27 19:36:40 main:574] : INFO : Epoch 708 | loss: 0.031132 | val_loss: 0.0311655 | Time: 1862.99 ms [2020-12-27 19:36:42 main:574] : INFO : Epoch 709 | loss: 0.0311333 | val_loss: 0.0311663 | Time: 1858.28 ms [2020-12-27 19:36:44 main:574] : INFO : Epoch 710 | loss: 0.0311357 | val_loss: 0.0311689 | Time: 1873.2 ms [2020-12-27 19:36:46 main:574] : INFO : Epoch 711 | loss: 0.0311384 | val_loss: 0.0311679 | Time: 1877.98 ms [2020-12-27 19:36:47 main:574] : INFO : Epoch 712 | loss: 0.0311414 | val_loss: 0.0311618 | Time: 1865.85 ms [2020-12-27 19:36:49 main:574] : INFO : Epoch 713 | loss: 0.0311448 | val_loss: 0.0311619 | Time: 1888.23 ms [2020-12-27 19:36:51 main:574] : INFO : Epoch 714 | loss: 0.0311453 | val_loss: 0.0311573 | Time: 1843.59 ms [2020-12-27 19:36:53 main:574] : INFO : Epoch 715 | loss: 0.0311427 | val_loss: 0.0311586 | Time: 1876.65 ms [2020-12-27 19:36:55 main:574] : INFO : Epoch 716 | loss: 0.0311415 | val_loss: 0.03116 | Time: 1861.23 ms [2020-12-27 19:36:57 main:574] : INFO : Epoch 717 | loss: 0.0311429 | val_loss: 0.0311623 | Time: 1870.97 ms [2020-12-27 19:36:59 main:574] : INFO : Epoch 718 | loss: 0.0311406 | val_loss: 0.0311631 | Time: 1858.78 ms [2020-12-27 19:37:01 main:574] : INFO : Epoch 719 | loss: 0.0311398 | val_loss: 0.03116 | Time: 1878.95 ms [2020-12-27 19:37:02 main:574] : INFO : Epoch 720 | loss: 0.031139 | val_loss: 0.0311594 | Time: 1870.12 ms [2020-12-27 19:37:04 main:574] : INFO : Epoch 721 | loss: 0.0311398 | val_loss: 0.0311644 | Time: 1890.08 ms [2020-12-27 19:37:06 main:574] : INFO : Epoch 722 | loss: 0.0311395 | val_loss: 0.0311616 | Time: 1853.94 ms [2020-12-27 19:37:08 main:574] : INFO : Epoch 723 | loss: 0.0311394 | val_loss: 0.03116 | Time: 1887.32 ms [2020-12-27 19:37:10 main:574] : INFO : Epoch 724 | loss: 0.0311379 | val_loss: 0.031162 | Time: 1848.44 ms [2020-12-27 19:37:12 main:574] : INFO : Epoch 725 | loss: 0.0311375 | val_loss: 0.0311587 | Time: 1872.89 ms [2020-12-27 19:37:14 main:574] : INFO : Epoch 726 | loss: 0.0311374 | val_loss: 0.03116 | Time: 1854.89 ms [2020-12-27 19:37:16 main:574] : INFO : Epoch 727 | loss: 0.0311373 | val_loss: 0.0311621 | Time: 1852.33 ms [2020-12-27 19:37:18 main:574] : INFO : Epoch 728 | loss: 0.0311371 | val_loss: 0.031162 | Time: 1880.54 ms [2020-12-27 19:37:19 main:574] : INFO : Epoch 729 | loss: 0.0311364 | val_loss: 0.0311615 | Time: 1858.82 ms [2020-12-27 19:37:21 main:574] : INFO : Epoch 730 | loss: 0.0311394 | val_loss: 0.031161 | Time: 1870.95 ms [2020-12-27 19:37:23 main:574] : INFO : Epoch 731 | loss: 0.0311367 | val_loss: 0.0311612 | Time: 1880.69 ms [2020-12-27 19:37:25 main:574] : INFO : Epoch 732 | loss: 0.031141 | val_loss: 0.0311683 | Time: 1861.27 ms [2020-12-27 19:37:27 main:574] : INFO : Epoch 733 | loss: 0.0311416 | val_loss: 0.0311634 | Time: 1866.39 ms [2020-12-27 19:37:29 main:574] : INFO : Epoch 734 | loss: 0.0311423 | val_loss: 0.0311617 | Time: 1859.67 ms [2020-12-27 19:37:31 main:574] : INFO : Epoch 735 | loss: 0.0311414 | val_loss: 0.0311626 | Time: 1876.57 ms [2020-12-27 19:37:33 main:574] : INFO : Epoch 736 | loss: 0.0311395 | val_loss: 0.031161 | Time: 1875.76 ms [2020-12-27 19:37:34 main:574] : INFO : Epoch 737 | loss: 0.03114 | val_loss: 0.0311609 | Time: 1855.84 ms [2020-12-27 19:37:36 main:574] : INFO : Epoch 738 | loss: 0.0311405 | val_loss: 0.0311668 | Time: 1841.95 ms [2020-12-27 19:37:38 main:574] : INFO : Epoch 739 | loss: 0.0311402 | val_loss: 0.0311639 | Time: 1864.87 ms [2020-12-27 19:37:40 main:574] : INFO : Epoch 740 | loss: 0.0311388 | val_loss: 0.0311594 | Time: 1853.66 ms [2020-12-27 19:37:42 main:574] : INFO : Epoch 741 | loss: 0.0311384 | val_loss: 0.0311612 | Time: 1887.58 ms [2020-12-27 19:37:44 main:574] : INFO : Epoch 742 | loss: 0.0311403 | val_loss: 0.0311637 | Time: 1866.87 ms [2020-12-27 19:37:46 main:574] : INFO : Epoch 743 | loss: 0.031141 | val_loss: 0.0311604 | Time: 1901.59 ms [2020-12-27 19:37:48 main:574] : INFO : Epoch 744 | loss: 0.0311433 | val_loss: 0.031164 | Time: 1843.03 ms [2020-12-27 19:37:49 main:574] : INFO : Epoch 745 | loss: 0.0311441 | val_loss: 0.0311605 | Time: 1864.93 ms [2020-12-27 19:37:51 main:574] : INFO : Epoch 746 | loss: 0.0311449 | val_loss: 0.0311659 | Time: 1880.98 ms [2020-12-27 19:37:53 main:574] : INFO : Epoch 747 | loss: 0.0311463 | val_loss: 0.0311657 | Time: 1901.01 ms [2020-12-27 19:37:55 main:574] : INFO : Epoch 748 | loss: 0.0311421 | val_loss: 0.0311663 | Time: 1869.18 ms [2020-12-27 19:37:57 main:574] : INFO : Epoch 749 | loss: 0.0311403 | val_loss: 0.0311597 | Time: 1901.7 ms [2020-12-27 19:37:59 main:574] : INFO : Epoch 750 | loss: 0.0311397 | val_loss: 0.0311641 | Time: 1870.56 ms [2020-12-27 19:38:01 main:574] : INFO : Epoch 751 | loss: 0.0311379 | val_loss: 0.0311605 | Time: 1862.96 ms [2020-12-27 19:38:03 main:574] : INFO : Epoch 752 | loss: 0.0311375 | val_loss: 0.0311607 | Time: 1873.92 ms [2020-12-27 19:38:05 main:574] : INFO : Epoch 753 | loss: 0.0311383 | val_loss: 0.0311648 | Time: 1878.01 ms [2020-12-27 19:38:06 main:574] : INFO : Epoch 754 | loss: 0.0311378 | val_loss: 0.0311611 | Time: 1878.63 ms [2020-12-27 19:38:08 main:574] : INFO : Epoch 755 | loss: 0.0311364 | val_loss: 0.0311609 | Time: 1845.35 ms [2020-12-27 19:38:10 main:574] : INFO : Epoch 756 | loss: 0.0311369 | val_loss: 0.0311584 | Time: 1871.29 ms [2020-12-27 19:38:12 main:574] : INFO : Epoch 757 | loss: 0.0311392 | val_loss: 0.0311616 | Time: 1869.74 ms [2020-12-27 19:38:14 main:574] : INFO : Epoch 758 | loss: 0.0311362 | val_loss: 0.0311585 | Time: 1860.3 ms [2020-12-27 19:38:16 main:574] : INFO : Epoch 759 | loss: 0.0311357 | val_loss: 0.0311593 | Time: 1863.36 ms [2020-12-27 19:38:18 main:574] : INFO : Epoch 760 | loss: 0.0311353 | val_loss: 0.0311621 | Time: 1854.17 ms [2020-12-27 19:38:20 main:574] : INFO : Epoch 761 | loss: 0.0311349 | val_loss: 0.03116 | Time: 1868.82 ms [2020-12-27 19:38:21 main:574] : INFO : Epoch 762 | loss: 0.0311337 | val_loss: 0.0311592 | Time: 1872.32 ms [2020-12-27 19:38:23 main:574] : INFO : Epoch 763 | loss: 0.0311373 | val_loss: 0.0311673 | Time: 1876 ms [2020-12-27 19:38:25 main:574] : INFO : Epoch 764 | loss: 0.031141 | val_loss: 0.0311612 | Time: 1856.46 ms [2020-12-27 19:38:27 main:574] : INFO : Epoch 765 | loss: 0.0311412 | val_loss: 0.0311632 | Time: 1886.35 ms [2020-12-27 19:38:29 main:574] : INFO : Epoch 766 | loss: 0.0311398 | val_loss: 0.0311609 | Time: 1864.79 ms [2020-12-27 19:38:31 main:574] : INFO : Epoch 767 | loss: 0.0311411 | val_loss: 0.0311609 | Time: 1887.95 ms [2020-12-27 19:38:33 main:574] : INFO : Epoch 768 | loss: 0.0311413 | val_loss: 0.0311604 | Time: 1837.02 ms [2020-12-27 19:38:35 main:574] : INFO : Epoch 769 | loss: 0.0311368 | val_loss: 0.0311594 | Time: 1897.02 ms [2020-12-27 19:38:37 main:574] : INFO : Epoch 770 | loss: 0.0311368 | val_loss: 0.0311592 | Time: 1864.07 ms [2020-12-27 19:38:38 main:574] : INFO : Epoch 771 | loss: 0.031137 | val_loss: 0.0311614 | Time: 1859.98 ms [2020-12-27 19:38:40 main:574] : INFO : Epoch 772 | loss: 0.0311352 | val_loss: 0.0311576 | Time: 1870.42 ms [2020-12-27 19:38:42 main:574] : INFO : Epoch 773 | loss: 0.0311347 | val_loss: 0.0311599 | Time: 1889.07 ms [2020-12-27 19:38:44 main:574] : INFO : Epoch 774 | loss: 0.0311342 | val_loss: 0.0311604 | Time: 1849.71 ms [2020-12-27 19:38:46 main:574] : INFO : Epoch 775 | loss: 0.0311351 | val_loss: 0.031164 | Time: 1880.58 ms [2020-12-27 19:38:48 main:574] : INFO : Epoch 776 | loss: 0.0311339 | val_loss: 0.0311597 | Time: 1853.91 ms [2020-12-27 19:38:50 main:574] : INFO : Epoch 777 | loss: 0.0311333 | val_loss: 0.0311598 | Time: 1882.31 ms [2020-12-27 19:38:52 main:574] : INFO : Epoch 778 | loss: 0.031133 | val_loss: 0.0311586 | Time: 1858.01 ms [2020-12-27 19:38:53 main:574] : INFO : Epoch 779 | loss: 0.0311342 | val_loss: 0.0311607 | Time: 1888.45 ms [2020-12-27 19:38:55 main:574] : INFO : Epoch 780 | loss: 0.0311329 | val_loss: 0.0311584 | Time: 1860.1 ms [2020-12-27 19:38:57 main:574] : INFO : Epoch 781 | loss: 0.0311317 | val_loss: 0.0311592 | Time: 1893.09 ms [2020-12-27 19:38:59 main:574] : INFO : Epoch 782 | loss: 0.0311316 | val_loss: 0.0311577 | Time: 1854.01 ms [2020-12-27 19:39:01 main:574] : INFO : Epoch 783 | loss: 0.0311317 | val_loss: 0.0311728 | Time: 1866.53 ms [2020-12-27 19:39:03 main:574] : INFO : Epoch 784 | loss: 0.0311382 | val_loss: 0.0311562 | Time: 1880.57 ms [2020-12-27 19:39:05 main:574] : INFO : Epoch 785 | loss: 0.0311341 | val_loss: 0.0311597 | Time: 1833.21 ms [2020-12-27 19:39:07 main:574] : INFO : Epoch 786 | loss: 0.0311344 | val_loss: 0.0311656 | Time: 1871.94 ms [2020-12-27 19:39:08 main:574] : INFO : Epoch 787 | loss: 0.0311321 | val_loss: 0.0311604 | Time: 1835.86 ms [2020-12-27 19:39:10 main:574] : INFO : Epoch 788 | loss: 0.0311313 | val_loss: 0.031159 | Time: 1887.13 ms [2020-12-27 19:39:12 main:574] : INFO : Epoch 789 | loss: 0.031131 | val_loss: 0.0311619 | Time: 1862.55 ms [2020-12-27 19:39:14 main:574] : INFO : Epoch 790 | loss: 0.0311324 | val_loss: 0.0311647 | Time: 1886.67 ms [2020-12-27 19:39:16 main:574] : INFO : Epoch 791 | loss: 0.0311327 | val_loss: 0.0311638 | Time: 1874.57 ms [2020-12-27 19:39:18 main:574] : INFO : Epoch 792 | loss: 0.0311467 | val_loss: 0.0311668 | Time: 1871.51 ms [2020-12-27 19:39:20 main:574] : INFO : Epoch 793 | loss: 0.0311475 | val_loss: 0.0311615 | Time: 1875.36 ms [2020-12-27 19:39:22 main:574] : INFO : Epoch 794 | loss: 0.0311457 | val_loss: 0.0311629 | Time: 1902.01 ms [2020-12-27 19:39:23 main:574] : INFO : Epoch 795 | loss: 0.0311462 | val_loss: 0.0311669 | Time: 1858.21 ms [2020-12-27 19:39:25 main:574] : INFO : Epoch 796 | loss: 0.0311481 | val_loss: 0.0311639 | Time: 1887.74 ms [2020-12-27 19:39:27 main:574] : INFO : Epoch 797 | loss: 0.0311468 | val_loss: 0.031165 | Time: 1879.06 ms [2020-12-27 19:39:29 main:574] : INFO : Epoch 798 | loss: 0.0311451 | val_loss: 0.0311634 | Time: 1871.22 ms [2020-12-27 19:39:31 main:574] : INFO : Epoch 799 | loss: 0.0311445 | val_loss: 0.0311639 | Time: 1884.06 ms [2020-12-27 19:39:33 main:574] : INFO : Epoch 800 | loss: 0.0311458 | val_loss: 0.0311613 | Time: 1879.82 ms [2020-12-27 19:39:35 main:574] : INFO : Epoch 801 | loss: 0.031144 | val_loss: 0.0311615 | Time: 1862.97 ms [2020-12-27 19:39:37 main:574] : INFO : Epoch 802 | loss: 0.031146 | val_loss: 0.0311621 | Time: 1854.85 ms [2020-12-27 19:39:39 main:574] : INFO : Epoch 803 | loss: 0.0311465 | val_loss: 0.0311609 | Time: 1867.52 ms [2020-12-27 19:39:40 main:574] : INFO : Epoch 804 | loss: 0.0311453 | val_loss: 0.0311605 | Time: 1892.92 ms [2020-12-27 19:39:42 main:574] : INFO : Epoch 805 | loss: 0.031148 | val_loss: 0.0311632 | Time: 1870.87 ms [2020-12-27 19:39:44 main:574] : INFO : Epoch 806 | loss: 0.0311498 | val_loss: 0.0311682 | Time: 1874.83 ms [2020-12-27 19:39:46 main:574] : INFO : Epoch 807 | loss: 0.0311487 | val_loss: 0.031165 | Time: 1869.25 ms [2020-12-27 19:39:48 main:574] : INFO : Epoch 808 | loss: 0.031148 | val_loss: 0.0311655 | Time: 1876.14 ms [2020-12-27 19:39:50 main:574] : INFO : Epoch 809 | loss: 0.0311487 | val_loss: 0.0311638 | Time: 1870.85 ms [2020-12-27 19:39:52 main:574] : INFO : Epoch 810 | loss: 0.0311488 | val_loss: 0.0311649 | Time: 1870.97 ms [2020-12-27 19:39:54 main:574] : INFO : Epoch 811 | loss: 0.0311491 | val_loss: 0.0311652 | Time: 1878.52 ms [2020-12-27 19:39:56 main:574] : INFO : Epoch 812 | loss: 0.0311483 | val_loss: 0.0311661 | Time: 1885.79 ms [2020-12-27 19:39:57 main:574] : INFO : Epoch 813 | loss: 0.0311489 | val_loss: 0.0311652 | Time: 1889.71 ms [2020-12-27 19:39:59 main:574] : INFO : Epoch 814 | loss: 0.0311477 | val_loss: 0.0311656 | Time: 1866.48 ms [2020-12-27 19:40:01 main:574] : INFO : Epoch 815 | loss: 0.0311481 | val_loss: 0.0311632 | Time: 1877.39 ms [2020-12-27 19:40:03 main:574] : INFO : Epoch 816 | loss: 0.0311486 | val_loss: 0.0311675 | Time: 1877.68 ms [2020-12-27 19:40:05 main:574] : INFO : Epoch 817 | loss: 0.0311495 | val_loss: 0.031164 | Time: 1864.89 ms [2020-12-27 19:40:07 main:574] : INFO : Epoch 818 | loss: 0.0311496 | val_loss: 0.0311636 | Time: 1852.08 ms [2020-12-27 19:40:09 main:574] : INFO : Epoch 819 | loss: 0.0311484 | val_loss: 0.0311652 | Time: 1864.04 ms [2020-12-27 19:40:11 main:574] : INFO : Epoch 820 | loss: 0.0311477 | val_loss: 0.0311637 | Time: 1894.39 ms [2020-12-27 19:40:12 main:574] : INFO : Epoch 821 | loss: 0.0311495 | val_loss: 0.0311752 | Time: 1858.03 ms [2020-12-27 19:40:14 main:574] : INFO : Epoch 822 | loss: 0.0311498 | val_loss: 0.0311633 | Time: 1864.28 ms [2020-12-27 19:40:16 main:574] : INFO : Epoch 823 | loss: 0.0311467 | val_loss: 0.0311644 | Time: 1861.77 ms [2020-12-27 19:40:18 main:574] : INFO : Epoch 824 | loss: 0.0311455 | val_loss: 0.0311596 | Time: 1894.84 ms [2020-12-27 19:40:20 main:574] : INFO : Epoch 825 | loss: 0.0311447 | val_loss: 0.0311607 | Time: 1848.46 ms [2020-12-27 19:40:22 main:574] : INFO : Epoch 826 | loss: 0.031144 | val_loss: 0.0311682 | Time: 1836.38 ms [2020-12-27 19:40:24 main:574] : INFO : Epoch 827 | loss: 0.0311437 | val_loss: 0.0311703 | Time: 1859.43 ms [2020-12-27 19:40:26 main:574] : INFO : Epoch 828 | loss: 0.0311447 | val_loss: 0.0311788 | Time: 1846.32 ms [2020-12-27 19:40:27 main:574] : INFO : Epoch 829 | loss: 0.0311443 | val_loss: 0.0311712 | Time: 1865.8 ms [2020-12-27 19:40:29 main:574] : INFO : Epoch 830 | loss: 0.0311469 | val_loss: 0.0311721 | Time: 1828.17 ms [2020-12-27 19:40:31 main:574] : INFO : Epoch 831 | loss: 0.0311453 | val_loss: 0.0311719 | Time: 1869.9 ms [2020-12-27 19:40:33 main:574] : INFO : Epoch 832 | loss: 0.0311428 | val_loss: 0.0311672 | Time: 1852.61 ms [2020-12-27 19:40:35 main:574] : INFO : Epoch 833 | loss: 0.0311429 | val_loss: 0.0311678 | Time: 1850.7 ms [2020-12-27 19:40:37 main:574] : INFO : Epoch 834 | loss: 0.0311413 | val_loss: 0.031168 | Time: 1850.96 ms [2020-12-27 19:40:39 main:574] : INFO : Epoch 835 | loss: 0.0311413 | val_loss: 0.0311682 | Time: 1861.99 ms [2020-12-27 19:40:41 main:574] : INFO : Epoch 836 | loss: 0.0311418 | val_loss: 0.0311672 | Time: 1859.38 ms [2020-12-27 19:40:42 main:574] : INFO : Epoch 837 | loss: 0.0311409 | val_loss: 0.0311678 | Time: 1843.2 ms [2020-12-27 19:40:44 main:574] : INFO : Epoch 838 | loss: 0.0311428 | val_loss: 0.0311694 | Time: 1866.32 ms [2020-12-27 19:40:46 main:574] : INFO : Epoch 839 | loss: 0.0311437 | val_loss: 0.0311662 | Time: 1867.02 ms [2020-12-27 19:40:48 main:574] : INFO : Epoch 840 | loss: 0.031144 | val_loss: 0.0311661 | Time: 1844.53 ms [2020-12-27 19:40:50 main:574] : INFO : Epoch 841 | loss: 0.0311425 | val_loss: 0.0311643 | Time: 1848.54 ms [2020-12-27 19:40:52 main:574] : INFO : Epoch 842 | loss: 0.0311417 | val_loss: 0.0311649 | Time: 1856.04 ms [2020-12-27 19:40:54 main:574] : INFO : Epoch 843 | loss: 0.0311404 | val_loss: 0.0311651 | Time: 1848.93 ms [2020-12-27 19:40:55 main:574] : INFO : Epoch 844 | loss: 0.0311402 | val_loss: 0.0311651 | Time: 1867 ms [2020-12-27 19:40:57 main:574] : INFO : Epoch 845 | loss: 0.0311399 | val_loss: 0.0311607 | Time: 1851.8 ms [2020-12-27 19:40:59 main:574] : INFO : Epoch 846 | loss: 0.0311403 | val_loss: 0.0311598 | Time: 1852.88 ms [2020-12-27 19:41:01 main:574] : INFO : Epoch 847 | loss: 0.0311387 | val_loss: 0.0311648 | Time: 1873.11 ms [2020-12-27 19:41:03 main:574] : INFO : Epoch 848 | loss: 0.0311384 | val_loss: 0.031162 | Time: 1848.7 ms [2020-12-27 19:41:05 main:574] : INFO : Epoch 849 | loss: 0.0311376 | val_loss: 0.0311639 | Time: 1843.87 ms [2020-12-27 19:41:07 main:574] : INFO : Epoch 850 | loss: 0.0311377 | val_loss: 0.0311602 | Time: 1843.24 ms [2020-12-27 19:41:08 main:574] : INFO : Epoch 851 | loss: 0.0311406 | val_loss: 0.0311603 | Time: 1835.15 ms [2020-12-27 19:41:10 main:574] : INFO : Epoch 852 | loss: 0.0311386 | val_loss: 0.0311654 | Time: 1840.62 ms [2020-12-27 19:41:12 main:574] : INFO : Epoch 853 | loss: 0.0311376 | val_loss: 0.0311592 | Time: 1869.67 ms [2020-12-27 19:41:14 main:574] : INFO : Epoch 854 | loss: 0.0311356 | val_loss: 0.0311654 | Time: 1827.66 ms [2020-12-27 19:41:16 main:574] : INFO : Epoch 855 | loss: 0.0311359 | val_loss: 0.0311633 | Time: 1848.93 ms [2020-12-27 19:41:18 main:574] : INFO : Epoch 856 | loss: 0.0311353 | val_loss: 0.0311642 | Time: 1860.12 ms [2020-12-27 19:41:20 main:574] : INFO : Epoch 857 | loss: 0.031135 | val_loss: 0.0311626 | Time: 1865.93 ms [2020-12-27 19:41:22 main:574] : INFO : Epoch 858 | loss: 0.0311339 | val_loss: 0.0311611 | Time: 1853.84 ms [2020-12-27 19:41:23 main:574] : INFO : Epoch 859 | loss: 0.0311359 | val_loss: 0.031163 | Time: 1848.95 ms [2020-12-27 19:41:25 main:574] : INFO : Epoch 860 | loss: 0.0311482 | val_loss: 0.0311621 | Time: 1824.87 ms [2020-12-27 19:41:27 main:574] : INFO : Epoch 861 | loss: 0.0311441 | val_loss: 0.0311614 | Time: 1835.55 ms [2020-12-27 19:41:29 main:574] : INFO : Epoch 862 | loss: 0.0311439 | val_loss: 0.0311588 | Time: 1828.24 ms [2020-12-27 19:41:31 main:574] : INFO : Epoch 863 | loss: 0.0311477 | val_loss: 0.0311728 | Time: 1836.26 ms [2020-12-27 19:41:33 main:574] : INFO : Epoch 864 | loss: 0.0311532 | val_loss: 0.0311653 | Time: 1845.31 ms [2020-12-27 19:41:34 main:574] : INFO : Epoch 865 | loss: 0.0311506 | val_loss: 0.031165 | Time: 1841.01 ms [2020-12-27 19:41:36 main:574] : INFO : Epoch 866 | loss: 0.0311488 | val_loss: 0.0311611 | Time: 1847.59 ms [2020-12-27 19:41:38 main:574] : INFO : Epoch 867 | loss: 0.0311507 | val_loss: 0.0311702 | Time: 1843.19 ms [2020-12-27 19:41:40 main:574] : INFO : Epoch 868 | loss: 0.0311503 | val_loss: 0.0311706 | Time: 1858.28 ms [2020-12-27 19:41:42 main:574] : INFO : Epoch 869 | loss: 0.0311461 | val_loss: 0.0311576 | Time: 1853.6 ms [2020-12-27 19:41:44 main:574] : INFO : Epoch 870 | loss: 0.0311443 | val_loss: 0.0311578 | Time: 1859.47 ms [2020-12-27 19:41:46 main:574] : INFO : Epoch 871 | loss: 0.0311428 | val_loss: 0.0311561 | Time: 1847.5 ms [2020-12-27 19:41:48 main:574] : INFO : Epoch 872 | loss: 0.0311421 | val_loss: 0.0311626 | Time: 1851.32 ms [2020-12-27 19:41:49 main:574] : INFO : Epoch 873 | loss: 0.0311439 | val_loss: 0.0311572 | Time: 1837.69 ms [2020-12-27 19:41:51 main:574] : INFO : Epoch 874 | loss: 0.0311443 | val_loss: 0.0311587 | Time: 1839.44 ms [2020-12-27 19:41:53 main:574] : INFO : Epoch 875 | loss: 0.031145 | val_loss: 0.0311591 | Time: 1820.96 ms [2020-12-27 19:41:55 main:574] : INFO : Epoch 876 | loss: 0.0311444 | val_loss: 0.0311613 | Time: 1860.15 ms [2020-12-27 19:41:57 main:574] : INFO : Epoch 877 | loss: 0.0311438 | val_loss: 0.0311597 | Time: 1852.86 ms [2020-12-27 19:41:59 main:574] : INFO : Epoch 878 | loss: 0.0311427 | val_loss: 0.0311627 | Time: 1857.02 ms [2020-12-27 19:42:00 main:574] : INFO : Epoch 879 | loss: 0.0311425 | val_loss: 0.0311698 | Time: 1830.6 ms [2020-12-27 19:42:02 main:574] : INFO : Epoch 880 | loss: 0.0311431 | val_loss: 0.0311594 | Time: 1865.7 ms [2020-12-27 19:42:04 main:574] : INFO : Epoch 881 | loss: 0.0311407 | val_loss: 0.0311624 | Time: 1842.46 ms [2020-12-27 19:42:06 main:574] : INFO : Epoch 882 | loss: 0.0311408 | val_loss: 0.0311632 | Time: 1850.27 ms [2020-12-27 19:42:08 main:574] : INFO : Epoch 883 | loss: 0.0311395 | val_loss: 0.0311612 | Time: 1866.69 ms [2020-12-27 19:42:10 main:574] : INFO : Epoch 884 | loss: 0.0311408 | val_loss: 0.0311642 | Time: 1851.94 ms [2020-12-27 19:42:12 main:574] : INFO : Epoch 885 | loss: 0.0311407 | val_loss: 0.0311662 | Time: 1840.04 ms [2020-12-27 19:42:14 main:574] : INFO : Epoch 886 | loss: 0.0311394 | val_loss: 0.0311616 | Time: 1867.78 ms [2020-12-27 19:42:15 main:574] : INFO : Epoch 887 | loss: 0.0311389 | val_loss: 0.0311638 | Time: 1859.25 ms [2020-12-27 19:42:17 main:574] : INFO : Epoch 888 | loss: 0.0311378 | val_loss: 0.0311633 | Time: 1882.19 ms [2020-12-27 19:42:19 main:574] : INFO : Epoch 889 | loss: 0.0311393 | val_loss: 0.0311636 | Time: 1846.59 ms [2020-12-27 19:42:21 main:574] : INFO : Epoch 890 | loss: 0.031139 | val_loss: 0.0311611 | Time: 1857.16 ms [2020-12-27 19:42:23 main:574] : INFO : Epoch 891 | loss: 0.0311376 | val_loss: 0.0311632 | Time: 1841.26 ms [2020-12-27 19:42:25 main:574] : INFO : Epoch 892 | loss: 0.0311371 | val_loss: 0.0311644 | Time: 1849.26 ms [2020-12-27 19:42:27 main:574] : INFO : Epoch 893 | loss: 0.0311391 | val_loss: 0.0311645 | Time: 1837.07 ms [2020-12-27 19:42:28 main:574] : INFO : Epoch 894 | loss: 0.0311391 | val_loss: 0.0311635 | Time: 1861.17 ms [2020-12-27 19:42:30 main:574] : INFO : Epoch 895 | loss: 0.0311395 | val_loss: 0.0311653 | Time: 1859.71 ms [2020-12-27 19:42:32 main:574] : INFO : Epoch 896 | loss: 0.0311371 | val_loss: 0.0311628 | Time: 1840.66 ms [2020-12-27 19:42:34 main:574] : INFO : Epoch 897 | loss: 0.0311407 | val_loss: 0.0311656 | Time: 1833.99 ms [2020-12-27 19:42:36 main:574] : INFO : Epoch 898 | loss: 0.0311444 | val_loss: 0.0311656 | Time: 1861.71 ms [2020-12-27 19:42:38 main:574] : INFO : Epoch 899 | loss: 0.0311439 | val_loss: 0.0311614 | Time: 1854.36 ms [2020-12-27 19:42:40 main:574] : INFO : Epoch 900 | loss: 0.0311412 | val_loss: 0.0311623 | Time: 1875.61 ms [2020-12-27 19:42:41 main:574] : INFO : Epoch 901 | loss: 0.0311403 | val_loss: 0.0311661 | Time: 1847.42 ms [2020-12-27 19:42:43 main:574] : INFO : Epoch 902 | loss: 0.0311431 | val_loss: 0.0311728 | Time: 1862.61 ms [2020-12-27 19:42:45 main:574] : INFO : Epoch 903 | loss: 0.031142 | val_loss: 0.0311731 | Time: 1850.86 ms [2020-12-27 19:42:47 main:574] : INFO : Epoch 904 | loss: 0.0311395 | val_loss: 0.0311696 | Time: 1866.69 ms [2020-12-27 19:42:49 main:574] : INFO : Epoch 905 | loss: 0.0311387 | val_loss: 0.0311649 | Time: 1852.98 ms [2020-12-27 19:42:51 main:574] : INFO : Epoch 906 | loss: 0.031138 | val_loss: 0.0311621 | Time: 1854.32 ms [2020-12-27 19:42:53 main:574] : INFO : Epoch 907 | loss: 0.0311375 | val_loss: 0.0311609 | Time: 1851.13 ms [2020-12-27 19:42:55 main:574] : INFO : Epoch 908 | loss: 0.0311398 | val_loss: 0.0311656 | Time: 1852.29 ms [2020-12-27 19:42:56 main:574] : INFO : Epoch 909 | loss: 0.0311389 | val_loss: 0.0311672 | Time: 1857.92 ms [2020-12-27 19:42:58 main:574] : INFO : Epoch 910 | loss: 0.0311407 | val_loss: 0.0311656 | Time: 1848.86 ms [2020-12-27 19:43:00 main:574] : INFO : Epoch 911 | loss: 0.0311412 | val_loss: 0.0311661 | Time: 1843.96 ms [2020-12-27 19:43:02 main:574] : INFO : Epoch 912 | loss: 0.0311428 | val_loss: 0.0311643 | Time: 1870.27 ms [2020-12-27 19:43:04 main:574] : INFO : Epoch 913 | loss: 0.0311434 | val_loss: 0.0311613 | Time: 1849.83 ms [2020-12-27 19:43:06 main:574] : INFO : Epoch 914 | loss: 0.0311418 | val_loss: 0.0311681 | Time: 1853.23 ms [2020-12-27 19:43:08 main:574] : INFO : Epoch 915 | loss: 0.0311422 | val_loss: 0.0311598 | Time: 1849.04 ms [2020-12-27 19:43:09 main:574] : INFO : Epoch 916 | loss: 0.0311415 | val_loss: 0.0311634 | Time: 1854.26 ms [2020-12-27 19:43:11 main:574] : INFO : Epoch 917 | loss: 0.0311405 | val_loss: 0.0311628 | Time: 1848.63 ms [2020-12-27 19:43:13 main:574] : INFO : Epoch 918 | loss: 0.0311462 | val_loss: 0.0311642 | Time: 1864.32 ms [2020-12-27 19:43:15 main:574] : INFO : Epoch 919 | loss: 0.0311482 | val_loss: 0.0311668 | Time: 1864.38 ms [2020-12-27 19:43:17 main:574] : INFO : Epoch 920 | loss: 0.0311473 | val_loss: 0.0311667 | Time: 1856.28 ms [2020-12-27 19:43:19 main:574] : INFO : Epoch 921 | loss: 0.0311455 | val_loss: 0.0311666 | Time: 1864.13 ms [2020-12-27 19:43:21 main:574] : INFO : Epoch 922 | loss: 0.0311462 | val_loss: 0.0311703 | Time: 1880.52 ms [2020-12-27 19:43:23 main:574] : INFO : Epoch 923 | loss: 0.0311448 | val_loss: 0.0311655 | Time: 1873.32 ms [2020-12-27 19:43:24 main:574] : INFO : Epoch 924 | loss: 0.0311456 | val_loss: 0.0311672 | Time: 1852.59 ms [2020-12-27 19:43:26 main:574] : INFO : Epoch 925 | loss: 0.0311446 | val_loss: 0.0311657 | Time: 1859.22 ms [2020-12-27 19:43:28 main:574] : INFO : Epoch 926 | loss: 0.031145 | val_loss: 0.0311694 | Time: 1849.54 ms [2020-12-27 19:43:30 main:574] : INFO : Epoch 927 | loss: 0.0311436 | val_loss: 0.0311632 | Time: 1844.41 ms [2020-12-27 19:43:32 main:574] : INFO : Epoch 928 | loss: 0.0311441 | val_loss: 0.0311659 | Time: 1880.49 ms [2020-12-27 19:43:34 main:574] : INFO : Epoch 929 | loss: 0.0311433 | val_loss: 0.0311662 | Time: 1857.31 ms [2020-12-27 19:43:36 main:574] : INFO : Epoch 930 | loss: 0.0311416 | val_loss: 0.0311685 | Time: 1867.05 ms [2020-12-27 19:43:38 main:574] : INFO : Epoch 931 | loss: 0.0311424 | val_loss: 0.0311688 | Time: 1852.55 ms [2020-12-27 19:43:39 main:574] : INFO : Epoch 932 | loss: 0.0311444 | val_loss: 0.0311658 | Time: 1862.61 ms [2020-12-27 19:43:41 main:574] : INFO : Epoch 933 | loss: 0.0311436 | val_loss: 0.0311664 | Time: 1841.62 ms [2020-12-27 19:43:43 main:574] : INFO : Epoch 934 | loss: 0.0311428 | val_loss: 0.0311655 | Time: 1878.15 ms [2020-12-27 19:43:45 main:574] : INFO : Epoch 935 | loss: 0.031143 | val_loss: 0.0311683 | Time: 1845.17 ms [2020-12-27 19:43:47 main:574] : INFO : Epoch 936 | loss: 0.031144 | val_loss: 0.0311652 | Time: 1895.72 ms [2020-12-27 19:43:49 main:574] : INFO : Epoch 937 | loss: 0.0311419 | val_loss: 0.0311649 | Time: 1859.41 ms [2020-12-27 19:43:51 main:574] : INFO : Epoch 938 | loss: 0.0311425 | val_loss: 0.0311695 | Time: 1855.93 ms [2020-12-27 19:43:53 main:574] : INFO : Epoch 939 | loss: 0.0311438 | val_loss: 0.0311751 | Time: 1867.21 ms [2020-12-27 19:43:54 main:574] : INFO : Epoch 940 | loss: 0.0311458 | val_loss: 0.0311653 | Time: 1872.92 ms [2020-12-27 19:43:56 main:574] : INFO : Epoch 941 | loss: 0.0311423 | val_loss: 0.0311666 | Time: 1866.87 ms [2020-12-27 19:43:58 main:574] : INFO : Epoch 942 | loss: 0.0311422 | val_loss: 0.0311633 | Time: 1863.78 ms [2020-12-27 19:44:00 main:574] : INFO : Epoch 943 | loss: 0.0311424 | val_loss: 0.0311632 | Time: 1844.57 ms [2020-12-27 19:44:02 main:574] : INFO : Epoch 944 | loss: 0.0311416 | val_loss: 0.0311675 | Time: 1876.92 ms [2020-12-27 19:44:04 main:574] : INFO : Epoch 945 | loss: 0.0311421 | val_loss: 0.0311658 | Time: 1840.45 ms [2020-12-27 19:44:06 main:574] : INFO : Epoch 946 | loss: 0.0311409 | val_loss: 0.031166 | Time: 1864.57 ms [2020-12-27 19:44:08 main:574] : INFO : Epoch 947 | loss: 0.0311416 | val_loss: 0.0311666 | Time: 1851.8 ms [2020-12-27 19:44:09 main:574] : INFO : Epoch 948 | loss: 0.0311409 | val_loss: 0.0311685 | Time: 1834.17 ms [2020-12-27 19:44:11 main:574] : INFO : Epoch 949 | loss: 0.0311408 | val_loss: 0.0311659 | Time: 1873.89 ms [2020-12-27 19:44:13 main:574] : INFO : Epoch 950 | loss: 0.0311408 | val_loss: 0.0311654 | Time: 1872.62 ms [2020-12-27 19:44:15 main:574] : INFO : Epoch 951 | loss: 0.03114 | val_loss: 0.031205 | Time: 1853.36 ms [2020-12-27 19:44:17 main:574] : INFO : Epoch 952 | loss: 0.0311605 | val_loss: 0.0311942 | Time: 1867.38 ms [2020-12-27 19:44:19 main:574] : INFO : Epoch 953 | loss: 0.0311738 | val_loss: 0.0311743 | Time: 1882.23 ms [2020-12-27 19:44:21 main:574] : INFO : Epoch 954 | loss: 0.0311625 | val_loss: 0.0311664 | Time: 1867.57 ms [2020-12-27 19:44:23 main:574] : INFO : Epoch 955 | loss: 0.0311583 | val_loss: 0.0311746 | Time: 1842.88 ms [2020-12-27 19:44:24 main:574] : INFO : Epoch 956 | loss: 0.0311591 | val_loss: 0.0311661 | Time: 1872.16 ms [2020-12-27 19:44:26 main:574] : INFO : Epoch 957 | loss: 0.0311548 | val_loss: 0.0311676 | Time: 1859.7 ms [2020-12-27 19:44:28 main:574] : INFO : Epoch 958 | loss: 0.0311532 | val_loss: 0.0311635 | Time: 1874.3 ms [2020-12-27 19:44:30 main:574] : INFO : Epoch 959 | loss: 0.0311525 | val_loss: 0.0311609 | Time: 1865.2 ms [2020-12-27 19:44:32 main:574] : INFO : Epoch 960 | loss: 0.0311517 | val_loss: 0.0311623 | Time: 1856.6 ms [2020-12-27 19:44:34 main:574] : INFO : Epoch 961 | loss: 0.0311527 | val_loss: 0.0311623 | Time: 1874.37 ms [2020-12-27 19:44:36 main:574] : INFO : Epoch 962 | loss: 0.0311515 | val_loss: 0.0311624 | Time: 1862.16 ms [2020-12-27 19:44:38 main:574] : INFO : Epoch 963 | loss: 0.0311506 | val_loss: 0.0311609 | Time: 1889.97 ms [2020-12-27 19:44:39 main:574] : INFO : Epoch 964 | loss: 0.0311503 | val_loss: 0.0311604 | Time: 1885.45 ms [2020-12-27 19:44:41 main:574] : INFO : Epoch 965 | loss: 0.0311505 | val_loss: 0.0311621 | Time: 1880.97 ms [2020-12-27 19:44:43 main:574] : INFO : Epoch 966 | loss: 0.0311501 | val_loss: 0.0311612 | Time: 1868.42 ms [2020-12-27 19:44:45 main:574] : INFO : Epoch 967 | loss: 0.0311508 | val_loss: 0.03116 | Time: 1841.2 ms [2020-12-27 19:44:47 main:574] : INFO : Epoch 968 | loss: 0.0311508 | val_loss: 0.0311612 | Time: 1867.38 ms [2020-12-27 19:44:49 main:574] : INFO : Epoch 969 | loss: 0.0311485 | val_loss: 0.0311604 | Time: 1874.93 ms [2020-12-27 19:44:51 main:574] : INFO : Epoch 970 | loss: 0.0311485 | val_loss: 0.0311602 | Time: 1874.56 ms [2020-12-27 19:44:53 main:574] : INFO : Epoch 971 | loss: 0.031149 | val_loss: 0.0311625 | Time: 1874.95 ms [2020-12-27 19:44:55 main:574] : INFO : Epoch 972 | loss: 0.0311486 | val_loss: 0.0311608 | Time: 1859.3 ms [2020-12-27 19:44:56 main:574] : INFO : Epoch 973 | loss: 0.0311506 | val_loss: 0.0311609 | Time: 1860.53 ms [2020-12-27 19:44:58 main:574] : INFO : Epoch 974 | loss: 0.0311477 | val_loss: 0.0311621 | Time: 1852.28 ms [2020-12-27 19:45:00 main:574] : INFO : Epoch 975 | loss: 0.0311519 | val_loss: 0.0311608 | Time: 1876.84 ms [2020-12-27 19:45:02 main:574] : INFO : Epoch 976 | loss: 0.0311512 | val_loss: 0.0311617 | Time: 1848.21 ms [2020-12-27 19:45:04 main:574] : INFO : Epoch 977 | loss: 0.0311507 | val_loss: 0.0311602 | Time: 1838.62 ms [2020-12-27 19:45:06 main:574] : INFO : Epoch 978 | loss: 0.0311495 | val_loss: 0.0311607 | Time: 1842.37 ms [2020-12-27 19:45:08 main:574] : INFO : Epoch 979 | loss: 0.0311496 | val_loss: 0.0311639 | Time: 1892.62 ms [2020-12-27 19:45:10 main:574] : INFO : Epoch 980 | loss: 0.0311501 | val_loss: 0.0311604 | Time: 1867.04 ms [2020-12-27 19:45:11 main:574] : INFO : Epoch 981 | loss: 0.0311477 | val_loss: 0.0311605 | Time: 1864.99 ms [2020-12-27 19:45:13 main:574] : INFO : Epoch 982 | loss: 0.0311472 | val_loss: 0.031163 | Time: 1852.66 ms [2020-12-27 19:45:15 main:574] : INFO : Epoch 983 | loss: 0.0311474 | val_loss: 0.031162 | Time: 1871.16 ms [2020-12-27 19:45:17 main:574] : INFO : Epoch 984 | loss: 0.0311484 | val_loss: 0.0311639 | Time: 1885.62 ms [2020-12-27 19:45:19 main:574] : INFO : Epoch 985 | loss: 0.0311471 | val_loss: 0.0311622 | Time: 1870.02 ms [2020-12-27 19:45:21 main:574] : INFO : Epoch 986 | loss: 0.0311472 | val_loss: 0.0311662 | Time: 1872.45 ms [2020-12-27 19:45:23 main:574] : INFO : Epoch 987 | loss: 0.0311465 | val_loss: 0.0311621 | Time: 1880.31 ms [2020-12-27 19:45:25 main:574] : INFO : Epoch 988 | loss: 0.0311462 | val_loss: 0.0311611 | Time: 1880.67 ms [2020-12-27 19:45:26 main:574] : INFO : Epoch 989 | loss: 0.0311455 | val_loss: 0.0311604 | Time: 1886.13 ms [2020-12-27 19:45:28 main:574] : INFO : Epoch 990 | loss: 0.0311454 | val_loss: 0.0311613 | Time: 1856.79 ms [2020-12-27 19:45:30 main:574] : INFO : Epoch 991 | loss: 0.0311467 | val_loss: 0.0311691 | Time: 1901.7 ms [2020-12-27 19:45:32 main:574] : INFO : Epoch 992 | loss: 0.0311464 | val_loss: 0.0311647 | Time: 1859.23 ms [2020-12-27 19:45:34 main:574] : INFO : Epoch 993 | loss: 0.031145 | val_loss: 0.0311622 | Time: 1869.7 ms [2020-12-27 19:45:36 main:574] : INFO : Epoch 994 | loss: 0.0311455 | val_loss: 0.0311627 | Time: 1847.04 ms [2020-12-27 19:45:38 main:574] : INFO : Epoch 995 | loss: 0.0311447 | val_loss: 0.031162 | Time: 1856.42 ms [2020-12-27 19:45:40 main:574] : INFO : Epoch 996 | loss: 0.0311447 | val_loss: 0.0311624 | Time: 1860.72 ms [2020-12-27 19:45:41 main:574] : INFO : Epoch 997 | loss: 0.0311446 | val_loss: 0.0311625 | Time: 1846.98 ms [2020-12-27 19:45:43 main:574] : INFO : Epoch 998 | loss: 0.0311454 | val_loss: 0.0311628 | Time: 1867.53 ms [2020-12-27 19:45:45 main:574] : INFO : Epoch 999 | loss: 0.0311442 | val_loss: 0.0311612 | Time: 1850.38 ms [2020-12-27 19:45:47 main:574] : INFO : Epoch 1000 | loss: 0.031144 | val_loss: 0.0311617 | Time: 1894.77 ms [2020-12-27 19:45:49 main:574] : INFO : Epoch 1001 | loss: 0.0311449 | val_loss: 0.0311637 | Time: 1847.09 ms [2020-12-27 19:45:51 main:574] : INFO : Epoch 1002 | loss: 0.0311449 | val_loss: 0.0311644 | Time: 1858.48 ms [2020-12-27 19:45:53 main:574] : INFO : Epoch 1003 | loss: 0.0311441 | val_loss: 0.0311637 | Time: 1858.23 ms [2020-12-27 19:45:55 main:574] : INFO : Epoch 1004 | loss: 0.0311468 | val_loss: 0.031167 | Time: 1885.16 ms [2020-12-27 19:45:57 main:574] : INFO : Epoch 1005 | loss: 0.0311449 | val_loss: 0.0311632 | Time: 1880.41 ms [2020-12-27 19:45:58 main:574] : INFO : Epoch 1006 | loss: 0.0311441 | val_loss: 0.0311638 | Time: 1867.27 ms [2020-12-27 19:46:00 main:574] : INFO : Epoch 1007 | loss: 0.0311445 | val_loss: 0.031162 | Time: 1873.04 ms [2020-12-27 19:46:02 main:574] : INFO : Epoch 1008 | loss: 0.0311443 | val_loss: 0.0311653 | Time: 1879.92 ms [2020-12-27 19:46:04 main:574] : INFO : Epoch 1009 | loss: 0.0311457 | val_loss: 0.0311651 | Time: 1889.17 ms [2020-12-27 19:46:06 main:574] : INFO : Epoch 1010 | loss: 0.0311446 | val_loss: 0.031163 | Time: 1886.66 ms [2020-12-27 19:46:08 main:574] : INFO : Epoch 1011 | loss: 0.0311439 | val_loss: 0.0311633 | Time: 1879.34 ms [2020-12-27 19:46:10 main:574] : INFO : Epoch 1012 | loss: 0.031144 | val_loss: 0.0311646 | Time: 1893.57 ms [2020-12-27 19:46:12 main:574] : INFO : Epoch 1013 | loss: 0.0311451 | val_loss: 0.0311637 | Time: 1868.99 ms [2020-12-27 19:46:14 main:574] : INFO : Epoch 1014 | loss: 0.0311461 | val_loss: 0.0311636 | Time: 1883.13 ms [2020-12-27 19:46:15 main:574] : INFO : Epoch 1015 | loss: 0.0311467 | val_loss: 0.0311624 | Time: 1862.31 ms [2020-12-27 19:46:17 main:574] : INFO : Epoch 1016 | loss: 0.0311474 | val_loss: 0.0311639 | Time: 1889.55 ms [2020-12-27 19:46:19 main:574] : INFO : Epoch 1017 | loss: 0.0311454 | val_loss: 0.0311623 | Time: 1877.75 ms [2020-12-27 19:46:21 main:574] : INFO : Epoch 1018 | loss: 0.031146 | val_loss: 0.0311614 | Time: 1870.52 ms [2020-12-27 19:46:23 main:574] : INFO : Epoch 1019 | loss: 0.0311451 | val_loss: 0.0311639 | Time: 1875.46 ms [2020-12-27 19:46:25 main:574] : INFO : Epoch 1020 | loss: 0.0311438 | val_loss: 0.0311619 | Time: 1879.7 ms [2020-12-27 19:46:27 main:574] : INFO : Epoch 1021 | loss: 0.0311469 | val_loss: 0.0311626 | Time: 1851.4 ms [2020-12-27 19:46:29 main:574] : INFO : Epoch 1022 | loss: 0.0311466 | val_loss: 0.0311634 | Time: 1882.58 ms [2020-12-27 19:46:31 main:574] : INFO : Epoch 1023 | loss: 0.0311449 | val_loss: 0.0311651 | Time: 1883.21 ms [2020-12-27 19:46:32 main:574] : INFO : Epoch 1024 | loss: 0.0311428 | val_loss: 0.0311609 | Time: 1887.8 ms [2020-12-27 19:46:32 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311609 [2020-12-27 19:46:32 main:603] : INFO : Saving end state to config to file [2020-12-27 19:46:32 main:608] : INFO : Success, exiting.. 19:46:32 (12436): 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)