Task 3777517
| Name | ParityMachine-1605152516-7279-15_0 |
| Workunit | 1951755 |
| Created | 22 Jan 2021, 15:04:16 UTC |
| Sent | 22 Jan 2021, 19:21:47 UTC |
| Report deadline | 29 Jan 2021, 19:21:47 UTC |
| Received | 23 Jan 2021, 9:55:15 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7870 |
| Run time | 29 min 26 sec |
| CPU time | 28 min 53 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 6,946.81 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.55 GB |
| Peak swap size | 3.65 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 514 | loss: 0.0311458 | val_loss: 0.0311602 | Time: 1524.27 ms
[2021-01-23 04:09:40 main:574] : INFO : Epoch 515 | loss: 0.0311445 | val_loss: 0.03116 | Time: 1496.38 ms
[2021-01-23 04:09:42 main:574] : INFO : Epoch 516 | loss: 0.0311453 | val_loss: 0.0311607 | Time: 1567.69 ms
[2021-01-23 04:09:43 main:574] : INFO : Epoch 517 | loss: 0.031144 | val_loss: 0.0311602 | Time: 1518.92 ms
[2021-01-23 04:09:45 main:574] : INFO : Epoch 518 | loss: 0.0311435 | val_loss: 0.0311582 | Time: 1561.68 ms
[2021-01-23 04:09:47 main:574] : INFO : Epoch 519 | loss: 0.0311432 | val_loss: 0.0311582 | Time: 1534.44 ms
[2021-01-23 04:09:48 main:574] : INFO : Epoch 520 | loss: 0.0311427 | val_loss: 0.0311585 | Time: 1568.79 ms
[2021-01-23 04:09:50 main:574] : INFO : Epoch 521 | loss: 0.0311421 | val_loss: 0.0311597 | Time: 1486.15 ms
[2021-01-23 04:09:51 main:574] : INFO : Epoch 522 | loss: 0.0311416 | val_loss: 0.0311618 | Time: 1564.02 ms
[2021-01-23 04:09:53 main:574] : INFO : Epoch 523 | loss: 0.0311414 | val_loss: 0.0311603 | Time: 1576.81 ms
[2021-01-23 04:09:54 main:574] : INFO : Epoch 524 | loss: 0.0311424 | val_loss: 0.031159 | Time: 1494.87 ms
[2021-01-23 04:09:56 main:574] : INFO : Epoch 525 | loss: 0.0311428 | val_loss: 0.0311608 | Time: 1492.55 ms
[2021-01-23 04:09:57 main:574] : INFO : Epoch 526 | loss: 0.0311421 | val_loss: 0.0311594 | Time: 1527.66 ms
[2021-01-23 04:09:59 main:574] : INFO : Epoch 527 | loss: 0.0311423 | val_loss: 0.031158 | Time: 1523.7 ms
[2021-01-23 04:10:00 main:574] : INFO : Epoch 528 | loss: 0.0311404 | val_loss: 0.031157 | Time: 1501.33 ms
[2021-01-23 04:10:02 main:574] : INFO : Epoch 529 | loss: 0.0311395 | val_loss: 0.0311596 | Time: 1488.96 ms
[2021-01-23 04:10:03 main:574] : INFO : Epoch 530 | loss: 0.031141 | val_loss: 0.0311615 | Time: 1502.33 ms
[2021-01-23 04:10:05 main:574] : INFO : Epoch 531 | loss: 0.03114 | val_loss: 0.0311624 | Time: 1515.63 ms
[2021-01-23 04:10:07 main:574] : INFO : Epoch 532 | loss: 0.0311396 | val_loss: 0.0311651 | Time: 1521.7 ms
[2021-01-23 04:10:08 main:574] : INFO : Epoch 533 | loss: 0.0311409 | val_loss: 0.0311593 | Time: 1489.53 ms
[2021-01-23 04:10:10 main:574] : INFO : Epoch 534 | loss: 0.0311455 | val_loss: 0.0311633 | Time: 1548.19 ms
[2021-01-23 04:10:11 main:574] : INFO : Epoch 535 | loss: 0.0311481 | val_loss: 0.0311656 | Time: 1526.72 ms
[2021-01-23 04:10:13 main:574] : INFO : Epoch 536 | loss: 0.0311464 | val_loss: 0.0311636 | Time: 1484.2 ms
[2021-01-23 04:10:14 main:574] : INFO : Epoch 537 | loss: 0.031146 | val_loss: 0.0311662 | Time: 1494.57 ms
[2021-01-23 04:10:16 main:574] : INFO : Epoch 538 | loss: 0.0311463 | val_loss: 0.0311609 | Time: 1511.94 ms
[2021-01-23 04:10:17 main:574] : INFO : Epoch 539 | loss: 0.0311455 | val_loss: 0.031162 | Time: 1552.1 ms
[2021-01-23 04:10:19 main:574] : INFO : Epoch 540 | loss: 0.0311447 | val_loss: 0.0311614 | Time: 1549.81 ms
[2021-01-23 04:10:20 main:574] : INFO : Epoch 541 | loss: 0.0311468 | val_loss: 0.0311643 | Time: 1575.92 ms
[2021-01-23 04:10:22 main:574] : INFO : Epoch 542 | loss: 0.031146 | val_loss: 0.0311629 | Time: 1600.16 ms
[2021-01-23 04:10:24 main:574] : INFO : Epoch 543 | loss: 0.0311453 | val_loss: 0.0311624 | Time: 1856.65 ms
[2021-01-23 04:10:26 main:574] : INFO : Epoch 544 | loss: 0.0311436 | val_loss: 0.0311618 | Time: 1926.96 ms
[2021-01-23 04:10:28 main:574] : INFO : Epoch 545 | loss: 0.0311444 | val_loss: 0.0311637 | Time: 1865.31 ms
[2021-01-23 04:10:30 main:574] : INFO : Epoch 546 | loss: 0.0311434 | val_loss: 0.0311629 | Time: 1868.99 ms
[2021-01-23 04:10:31 main:574] : INFO : Epoch 547 | loss: 0.031143 | val_loss: 0.0311611 | Time: 1829.86 ms
[2021-01-23 04:10:33 main:574] : INFO : Epoch 548 | loss: 0.0311433 | val_loss: 0.0311605 | Time: 1847.45 ms
[2021-01-23 04:10:35 main:574] : INFO : Epoch 549 | loss: 0.0311428 | val_loss: 0.0311613 | Time: 1885.72 ms
[2021-01-23 04:10:37 main:574] : INFO : Epoch 550 | loss: 0.0311438 | val_loss: 0.0311661 | Time: 1870.37 ms
[2021-01-23 04:10:39 main:574] : INFO : Epoch 551 | loss: 0.0311426 | val_loss: 0.0311622 | Time: 1839.99 ms
[2021-01-23 04:10:41 main:574] : INFO : Epoch 552 | loss: 0.0311421 | val_loss: 0.0311636 | Time: 1820.88 ms
[2021-01-23 04:10:53 main:574] : INFO : Epoch 553 | loss: 0.031142 | val_loss: 0.0311653 | Time: 11945.7 ms
[2021-01-23 04:10:54 main:574] : INFO : Epoch 554 | loss: 0.0311423 | val_loss: 0.0311649 | Time: 1692.44 ms
[2021-01-23 04:10:56 main:574] : INFO : Epoch 555 | loss: 0.0311413 | val_loss: 0.0311632 | Time: 1757.29 ms
[2021-01-23 04:10:58 main:574] : INFO : Epoch 556 | loss: 0.0311419 | val_loss: 0.0311627 | Time: 1754.9 ms
[2021-01-23 04:11:00 main:574] : INFO : Epoch 557 | loss: 0.0311417 | val_loss: 0.0311624 | Time: 1845.03 ms
[2021-01-23 04:11:02 main:574] : INFO : Epoch 558 | loss: 0.0311407 | val_loss: 0.0311631 | Time: 1842.02 ms
[2021-01-23 04:11:03 main:574] : INFO : Epoch 559 | loss: 0.0311404 | val_loss: 0.0311622 | Time: 1786.38 ms
[2021-01-23 04:11:05 main:574] : INFO : Epoch 560 | loss: 0.0311405 | val_loss: 0.0311634 | Time: 1890.01 ms
[2021-01-23 04:11:07 main:574] : INFO : Epoch 561 | loss: 0.0311402 | val_loss: 0.0311647 | Time: 1843.7 ms
[2021-01-23 04:11:09 main:574] : INFO : Epoch 562 | loss: 0.0311405 | val_loss: 0.0311614 | Time: 1832.42 ms
[2021-01-23 04:11:11 main:574] : INFO : Epoch 563 | loss: 0.031141 | val_loss: 0.0311632 | Time: 1754.88 ms
[2021-01-23 04:11:13 main:574] : INFO : Epoch 564 | loss: 0.0311413 | val_loss: 0.0311611 | Time: 1741.4 ms
[2021-01-23 04:11:14 main:574] : INFO : Epoch 565 | loss: 0.0311412 | val_loss: 0.0311603 | Time: 1723.8 ms
[2021-01-23 04:11:16 main:574] : INFO : Epoch 566 | loss: 0.0311409 | val_loss: 0.0311628 | Time: 1822.03 ms
[2021-01-23 04:11:18 main:574] : INFO : Epoch 567 | loss: 0.0311405 | val_loss: 0.0311629 | Time: 1717.09 ms
[2021-01-23 04:11:20 main:574] : INFO : Epoch 568 | loss: 0.0311399 | val_loss: 0.0311632 | Time: 1823.95 ms
[2021-01-23 04:11:21 main:574] : INFO : Epoch 569 | loss: 0.0311402 | val_loss: 0.0311628 | Time: 1816.66 ms
[2021-01-23 04:11:23 main:574] : INFO : Epoch 570 | loss: 0.0311411 | val_loss: 0.0311619 | Time: 1822.04 ms
[2021-01-23 04:11:25 main:574] : INFO : Epoch 571 | loss: 0.0311405 | val_loss: 0.0311647 | Time: 1739.45 ms
[2021-01-23 04:11:27 main:574] : INFO : Epoch 572 | loss: 0.0311407 | val_loss: 0.0311662 | Time: 1819.53 ms
[2021-01-23 04:11:29 main:574] : INFO : Epoch 573 | loss: 0.0311403 | val_loss: 0.0311648 | Time: 1764 ms
[2021-01-23 04:11:30 main:574] : INFO : Epoch 574 | loss: 0.0311411 | val_loss: 0.0311634 | Time: 1777.9 ms
[2021-01-23 04:11:32 main:574] : INFO : Epoch 575 | loss: 0.031141 | val_loss: 0.0311652 | Time: 1781.46 ms
[2021-01-23 04:11:34 main:574] : INFO : Epoch 576 | loss: 0.0311425 | val_loss: 0.0311642 | Time: 1796.46 ms
[2021-01-23 04:11:36 main:574] : INFO : Epoch 577 | loss: 0.0311402 | val_loss: 0.0311643 | Time: 1815.94 ms
[2021-01-23 04:11:38 main:574] : INFO : Epoch 578 | loss: 0.0311394 | val_loss: 0.0311632 | Time: 1830.68 ms
[2021-01-23 04:11:40 main:574] : INFO : Epoch 579 | loss: 0.0311393 | val_loss: 0.0311656 | Time: 1829.33 ms
[2021-01-23 04:11:41 main:574] : INFO : Epoch 580 | loss: 0.0311395 | val_loss: 0.0311657 | Time: 1798.32 ms
[2021-01-23 04:11:43 main:574] : INFO : Epoch 581 | loss: 0.0311394 | val_loss: 0.0311682 | Time: 1832.94 ms
[2021-01-23 04:11:45 main:574] : INFO : Epoch 582 | loss: 0.0311403 | val_loss: 0.0311651 | Time: 1858.84 ms
[2021-01-23 04:11:47 main:574] : INFO : Epoch 583 | loss: 0.0311421 | val_loss: 0.0311639 | Time: 1882.5 ms
[2021-01-23 04:11:49 main:574] : INFO : Epoch 584 | loss: 0.0311402 | val_loss: 0.0311633 | Time: 1868.21 ms
[2021-01-23 04:11:51 main:574] : INFO : Epoch 585 | loss: 0.0311404 | val_loss: 0.0311632 | Time: 1796.85 ms
[2021-01-23 04:11:53 main:574] : INFO : Epoch 586 | loss: 0.031141 | val_loss: 0.0311633 | Time: 2223.73 ms
[2021-01-23 04:11:55 main:574] : INFO : Epoch 587 | loss: 0.0311397 | val_loss: 0.0311647 | Time: 1854.5 ms
[2021-01-23 04:11:57 main:574] : INFO : Epoch 588 | loss: 0.0311399 | val_loss: 0.0311655 | Time: 1850.62 ms
[2021-01-23 04:11:59 main:574] : INFO : Epoch 589 | loss: 0.0311392 | val_loss: 0.0311658 | Time: 1881.77 ms
[2021-01-23 04:12:00 main:574] : INFO : Epoch 590 | loss: 0.0311393 | val_loss: 0.0311646 | Time: 1778.53 ms
[2021-01-23 04:12:02 main:574] : INFO : Epoch 591 | loss: 0.0311395 | val_loss: 0.031163 | Time: 1808.32 ms
[2021-01-23 04:12:04 main:574] : INFO : Epoch 592 | loss: 0.0311392 | val_loss: 0.031165 | Time: 1869.8 ms
[2021-01-23 04:12:06 main:574] : INFO : Epoch 593 | loss: 0.031139 | val_loss: 0.0311658 | Time: 1825.77 ms
[2021-01-23 04:12:08 main:574] : INFO : Epoch 594 | loss: 0.0311405 | val_loss: 0.0311627 | Time: 1820.83 ms
[2021-01-23 04:12:10 main:574] : INFO : Epoch 595 | loss: 0.0311416 | val_loss: 0.0311629 | Time: 1773.75 ms
[2021-01-23 04:12:11 main:574] : INFO : Epoch 596 | loss: 0.0311407 | val_loss: 0.031164 | Time: 1853.48 ms
[2021-01-23 04:12:13 main:574] : INFO : Epoch 597 | loss: 0.0311413 | val_loss: 0.0311681 | Time: 1891.99 ms
[2021-01-23 04:12:15 main:574] : INFO : Epoch 598 | loss: 0.031141 | val_loss: 0.0311648 | Time: 1849.56 ms
[2021-01-23 04:12:17 main:574] : INFO : Epoch 599 | loss: 0.0311395 | val_loss: 0.0311662 | Time: 1839.19 ms
[2021-01-23 04:12:19 main:574] : INFO : Epoch 600 | loss: 0.0311392 | val_loss: 0.0311654 | Time: 1856.66 ms
[2021-01-23 04:12:21 main:574] : INFO : Epoch 601 | loss: 0.0311391 | val_loss: 0.0311653 | Time: 1829.44 ms
[2021-01-23 04:12:23 main:574] : INFO : Epoch 602 | loss: 0.0311385 | val_loss: 0.0311667 | Time: 1809.47 ms
[2021-01-23 04:12:24 main:574] : INFO : Epoch 603 | loss: 0.0311395 | val_loss: 0.0311638 | Time: 1902.25 ms
[2021-01-23 04:12:26 main:574] : INFO : Epoch 604 | loss: 0.0311384 | val_loss: 0.0311658 | Time: 1802.56 ms
[2021-01-23 04:12:28 main:574] : INFO : Epoch 605 | loss: 0.0311375 | val_loss: 0.0311639 | Time: 1861.2 ms
[2021-01-23 04:12:30 main:574] : INFO : Epoch 606 | loss: 0.0311385 | val_loss: 0.0311641 | Time: 1819.84 ms
[2021-01-23 04:12:32 main:574] : INFO : Epoch 607 | loss: 0.0311372 | val_loss: 0.0311624 | Time: 1816.68 ms
[2021-01-23 04:12:34 main:574] : INFO : Epoch 608 | loss: 0.0311374 | val_loss: 0.0311643 | Time: 1808.83 ms
[2021-01-23 04:12:35 main:574] : INFO : Epoch 609 | loss: 0.031138 | val_loss: 0.0311632 | Time: 1813.6 ms
[2021-01-23 04:12:37 main:574] : INFO : Epoch 610 | loss: 0.031138 | val_loss: 0.0311649 | Time: 1922.94 ms
[2021-01-23 04:12:39 main:574] : INFO : Epoch 611 | loss: 0.031137 | val_loss: 0.0311665 | Time: 1897.94 ms
[2021-01-23 04:12:41 main:574] : INFO : Epoch 612 | loss: 0.0311368 | val_loss: 0.0311668 | Time: 1926.31 ms
[2021-01-23 04:12:43 main:574] : INFO : Epoch 613 | loss: 0.0311372 | val_loss: 0.0311653 | Time: 1826.2 ms
[2021-01-23 04:12:45 main:574] : INFO : Epoch 614 | loss: 0.0311366 | val_loss: 0.031164 | Time: 1854.65 ms
[2021-01-23 04:12:47 main:574] : INFO : Epoch 615 | loss: 0.031137 | val_loss: 0.0311663 | Time: 1815.67 ms
[2021-01-23 04:12:49 main:574] : INFO : Epoch 616 | loss: 0.0311368 | val_loss: 0.0311649 | Time: 1849.12 ms
[2021-01-23 04:12:51 main:574] : INFO : Epoch 617 | loss: 0.0311373 | val_loss: 0.0311638 | Time: 1836.05 ms
[2021-01-23 04:12:53 main:574] : INFO : Epoch 618 | loss: 0.0311377 | val_loss: 0.0311667 | Time: 2136.34 ms
[2021-01-23 04:12:54 main:574] : INFO : Epoch 619 | loss: 0.0311362 | val_loss: 0.0311705 | Time: 1789.27 ms
[2021-01-23 04:12:56 main:574] : INFO : Epoch 620 | loss: 0.031139 | val_loss: 0.0311668 | Time: 1859.34 ms
[2021-01-23 04:12:58 main:574] : INFO : Epoch 621 | loss: 0.0311392 | val_loss: 0.0311655 | Time: 1875.58 ms
[2021-01-23 04:13:00 main:574] : INFO : Epoch 622 | loss: 0.0311383 | val_loss: 0.0311641 | Time: 1798.34 ms
[2021-01-23 04:13:02 main:574] : INFO : Epoch 623 | loss: 0.0311385 | val_loss: 0.0311623 | Time: 1813.13 ms
[2021-01-23 04:13:04 main:574] : INFO : Epoch 624 | loss: 0.0311384 | val_loss: 0.0311656 | Time: 1811.93 ms
[2021-01-23 04:13:06 main:574] : INFO : Epoch 625 | loss: 0.0311385 | val_loss: 0.0311652 | Time: 1914.29 ms
[2021-01-23 04:13:07 main:574] : INFO : Epoch 626 | loss: 0.0311412 | val_loss: 0.0311646 | Time: 1860.71 ms
[2021-01-23 04:13:09 main:574] : INFO : Epoch 627 | loss: 0.0311401 | val_loss: 0.0311621 | Time: 1882.37 ms
[2021-01-23 04:13:11 main:574] : INFO : Epoch 628 | loss: 0.0311392 | val_loss: 0.0311609 | Time: 1827.99 ms
[2021-01-23 04:13:13 main:574] : INFO : Epoch 629 | loss: 0.0311404 | val_loss: 0.0311592 | Time: 1829.83 ms
[2021-01-23 04:13:15 main:574] : INFO : Epoch 630 | loss: 0.0311411 | val_loss: 0.0311597 | Time: 1888.98 ms
[2021-01-23 04:13:17 main:574] : INFO : Epoch 631 | loss: 0.03114 | val_loss: 0.0311633 | Time: 1923.97 ms
[2021-01-23 04:13:19 main:574] : INFO : Epoch 632 | loss: 0.0311389 | val_loss: 0.0311645 | Time: 1849.76 ms
[2021-01-23 04:13:21 main:574] : INFO : Epoch 633 | loss: 0.031139 | val_loss: 0.0311641 | Time: 1764.04 ms
[2021-01-23 04:13:22 main:574] : INFO : Epoch 634 | loss: 0.0311389 | val_loss: 0.0311656 | Time: 1882.44 ms
[2021-01-23 04:13:24 main:574] : INFO : Epoch 635 | loss: 0.0311392 | val_loss: 0.0311648 | Time: 1910.77 ms
[2021-01-23 04:13:26 main:574] : INFO : Epoch 636 | loss: 0.0311382 | val_loss: 0.031169 | Time: 1839.21 ms
[2021-01-23 04:13:28 main:574] : INFO : Epoch 637 | loss: 0.0311412 | val_loss: 0.0311655 | Time: 1818.86 ms
[2021-01-23 04:13:30 main:574] : INFO : Epoch 638 | loss: 0.0311419 | val_loss: 0.031166 | Time: 1792.02 ms
[2021-01-23 04:13:32 main:574] : INFO : Epoch 639 | loss: 0.0311402 | val_loss: 0.0311661 | Time: 1916.34 ms
[2021-01-23 04:13:34 main:574] : INFO : Epoch 640 | loss: 0.0311399 | val_loss: 0.0311692 | Time: 1877.36 ms
[2021-01-23 04:13:36 main:574] : INFO : Epoch 641 | loss: 0.0311411 | val_loss: 0.031164 | Time: 1853.04 ms
[2021-01-23 04:13:37 main:574] : INFO : Epoch 642 | loss: 0.0311401 | val_loss: 0.0311662 | Time: 1865.7 ms
[2021-01-23 04:13:39 main:574] : INFO : Epoch 643 | loss: 0.0311394 | val_loss: 0.0311686 | Time: 1758.78 ms
[2021-01-23 04:13:41 main:574] : INFO : Epoch 644 | loss: 0.0311385 | val_loss: 0.0311656 | Time: 1874.88 ms
[2021-01-23 04:13:43 main:574] : INFO : Epoch 645 | loss: 0.0311394 | val_loss: 0.0311636 | Time: 1959.89 ms
[2021-01-23 04:13:45 main:574] : INFO : Epoch 646 | loss: 0.0311406 | val_loss: 0.0311618 | Time: 1945.86 ms
[2021-01-23 04:13:47 main:574] : INFO : Epoch 647 | loss: 0.0311387 | val_loss: 0.0311609 | Time: 1799.82 ms
[2021-01-23 04:13:49 main:574] : INFO : Epoch 648 | loss: 0.0311381 | val_loss: 0.0311599 | Time: 1823.9 ms
[2021-01-23 04:13:50 main:574] : INFO : Epoch 649 | loss: 0.0311373 | val_loss: 0.0311632 | Time: 1798.31 ms
[2021-01-23 04:13:53 main:574] : INFO : Epoch 650 | loss: 0.0311382 | val_loss: 0.0311623 | Time: 2153.73 ms
[2021-01-23 04:13:55 main:574] : INFO : Epoch 651 | loss: 0.0311369 | val_loss: 0.0311615 | Time: 1858 ms
[2021-01-23 04:13:56 main:574] : INFO : Epoch 652 | loss: 0.031137 | val_loss: 0.0311628 | Time: 1805.21 ms
[2021-01-23 04:13:58 main:574] : INFO : Epoch 653 | loss: 0.0311365 | val_loss: 0.0311601 | Time: 1786.98 ms
[2021-01-23 04:14:00 main:574] : INFO : Epoch 654 | loss: 0.031136 | val_loss: 0.0311596 | Time: 1909.44 ms
[2021-01-23 04:14:02 main:574] : INFO : Epoch 655 | loss: 0.03114 | val_loss: 0.0311622 | Time: 1829.97 ms
[2021-01-23 04:14:04 main:574] : INFO : Epoch 656 | loss: 0.0311441 | val_loss: 0.0311652 | Time: 1856.7 ms
[2021-01-23 04:14:06 main:574] : INFO : Epoch 657 | loss: 0.0311421 | val_loss: 0.0311633 | Time: 1840.54 ms
[2021-01-23 04:14:07 main:574] : INFO : Epoch 658 | loss: 0.0311407 | val_loss: 0.0311629 | Time: 1821.58 ms
[2021-01-23 04:14:09 main:574] : INFO : Epoch 659 | loss: 0.0311407 | val_loss: 0.031162 | Time: 1861.43 ms
[2021-01-23 04:14:11 main:574] : INFO : Epoch 660 | loss: 0.0311408 | val_loss: 0.0311599 | Time: 1868.65 ms
[2021-01-23 04:14:13 main:574] : INFO : Epoch 661 | loss: 0.0311414 | val_loss: 0.0311615 | Time: 1886.11 ms
[2021-01-23 04:14:15 main:574] : INFO : Epoch 662 | loss: 0.0311415 | val_loss: 0.0311665 | Time: 1825.21 ms
[2021-01-23 04:14:17 main:574] : INFO : Epoch 663 | loss: 0.0311411 | val_loss: 0.0311624 | Time: 1854.34 ms
[2021-01-23 04:14:19 main:574] : INFO : Epoch 664 | loss: 0.0311396 | val_loss: 0.031163 | Time: 1796.11 ms
[2021-01-23 04:14:20 main:574] : INFO : Epoch 665 | loss: 0.0311386 | val_loss: 0.0311628 | Time: 1808.12 ms
[2021-01-23 04:14:22 main:574] : INFO : Epoch 666 | loss: 0.0311393 | val_loss: 0.0311618 | Time: 1827.54 ms
[2021-01-23 04:14:24 main:574] : INFO : Epoch 667 | loss: 0.0311388 | val_loss: 0.0311629 | Time: 1744.63 ms
[2021-01-23 04:14:26 main:574] : INFO : Epoch 668 | loss: 0.0311389 | val_loss: 0.0311616 | Time: 1867.53 ms
[2021-01-23 04:14:28 main:574] : INFO : Epoch 669 | loss: 0.0311371 | val_loss: 0.0311615 | Time: 1908.67 ms
[2021-01-23 04:14:30 main:574] : INFO : Epoch 670 | loss: 0.0311371 | val_loss: 0.0311635 | Time: 2010.63 ms
[2021-01-23 04:14:32 main:574] : INFO : Epoch 671 | loss: 0.0311409 | val_loss: 0.0311618 | Time: 1867.46 ms
[2021-01-23 04:14:34 main:574] : INFO : Epoch 672 | loss: 0.0311385 | val_loss: 0.0311608 | Time: 1830.89 ms
[2021-01-23 04:14:35 main:574] : INFO : Epoch 673 | loss: 0.0311383 | val_loss: 0.0311636 | Time: 1862.9 ms
[2021-01-23 04:14:37 main:574] : INFO : Epoch 674 | loss: 0.0311391 | val_loss: 0.0311626 | Time: 1875.01 ms
[2021-01-23 04:14:39 main:574] : INFO : Epoch 675 | loss: 0.0311394 | val_loss: 0.0311625 | Time: 1885.27 ms
[2021-01-23 04:14:41 main:574] : INFO : Epoch 676 | loss: 0.0311373 | val_loss: 0.0311615 | Time: 1837.68 ms
[2021-01-23 04:14:43 main:574] : INFO : Epoch 677 | loss: 0.0311376 | val_loss: 0.0311616 | Time: 1900.38 ms
[2021-01-23 04:14:45 main:574] : INFO : Epoch 678 | loss: 0.0311376 | val_loss: 0.0311621 | Time: 1834.34 ms
[2021-01-23 04:14:47 main:574] : INFO : Epoch 679 | loss: 0.0311367 | val_loss: 0.0311593 | Time: 1835.1 ms
[2021-01-23 04:14:49 main:574] : INFO : Epoch 680 | loss: 0.0311359 | val_loss: 0.0311572 | Time: 1900.19 ms
[2021-01-23 04:14:50 main:574] : INFO : Epoch 681 | loss: 0.0311383 | val_loss: 0.0311623 | Time: 1824.18 ms
[2021-01-23 04:14:53 main:574] : INFO : Epoch 682 | loss: 0.0311423 | val_loss: 0.03116 | Time: 2075.75 ms
[2021-01-23 04:14:54 main:574] : INFO : Epoch 683 | loss: 0.0311426 | val_loss: 0.0311615 | Time: 1800 ms
[2021-01-23 04:14:56 main:574] : INFO : Epoch 684 | loss: 0.0311417 | val_loss: 0.0311632 | Time: 1796.03 ms
[2021-01-23 04:14:58 main:574] : INFO : Epoch 685 | loss: 0.0311444 | val_loss: 0.0311609 | Time: 1769.15 ms
[2021-01-23 04:15:00 main:574] : INFO : Epoch 686 | loss: 0.0311437 | val_loss: 0.03116 | Time: 1882.12 ms
[2021-01-23 04:15:02 main:574] : INFO : Epoch 687 | loss: 0.0311415 | val_loss: 0.0311619 | Time: 1851.47 ms
[2021-01-23 04:15:04 main:574] : INFO : Epoch 688 | loss: 0.0311415 | val_loss: 0.03116 | Time: 1857.3 ms
[2021-01-23 04:15:05 main:574] : INFO : Epoch 689 | loss: 0.0311397 | val_loss: 0.0311613 | Time: 1869.26 ms
[2021-01-23 04:15:07 main:574] : INFO : Epoch 690 | loss: 0.0311406 | val_loss: 0.0311629 | Time: 1860.58 ms
[2021-01-23 04:15:09 main:574] : INFO : Epoch 691 | loss: 0.0311405 | val_loss: 0.0311635 | Time: 1789.55 ms
[2021-01-23 04:15:11 main:574] : INFO : Epoch 692 | loss: 0.03114 | val_loss: 0.031165 | Time: 1877.98 ms
[2021-01-23 04:15:13 main:574] : INFO : Epoch 693 | loss: 0.0311424 | val_loss: 0.0311646 | Time: 1878.9 ms
[2021-01-23 04:15:15 main:574] : INFO : Epoch 694 | loss: 0.0311424 | val_loss: 0.0311603 | Time: 1913.62 ms
[2021-01-23 04:15:17 main:574] : INFO : Epoch 695 | loss: 0.0311391 | val_loss: 0.031162 | Time: 1852.86 ms
[2021-01-23 04:15:19 main:574] : INFO : Epoch 696 | loss: 0.0311395 | val_loss: 0.031166 | Time: 1793.18 ms
[2021-01-23 04:15:20 main:574] : INFO : Epoch 697 | loss: 0.0311395 | val_loss: 0.0311615 | Time: 1903.25 ms
[2021-01-23 04:15:32 main:574] : INFO : Epoch 698 | loss: 0.0311379 | val_loss: 0.0311595 | Time: 12009.7 ms
[2021-01-23 04:15:34 main:574] : INFO : Epoch 699 | loss: 0.031137 | val_loss: 0.0311648 | Time: 1784.47 ms
[2021-01-23 04:15:36 main:574] : INFO : Epoch 700 | loss: 0.0311376 | val_loss: 0.0311642 | Time: 1788.52 ms
[2021-01-23 04:15:38 main:574] : INFO : Epoch 701 | loss: 0.0311368 | val_loss: 0.0311613 | Time: 1788.75 ms
[2021-01-23 04:15:40 main:574] : INFO : Epoch 702 | loss: 0.0311369 | val_loss: 0.0311633 | Time: 1817.92 ms
[2021-01-23 04:15:41 main:574] : INFO : Epoch 703 | loss: 0.0311365 | val_loss: 0.031164 | Time: 1770.49 ms
[2021-01-23 04:15:43 main:574] : INFO : Epoch 704 | loss: 0.0311365 | val_loss: 0.0311608 | Time: 1885.17 ms
[2021-01-23 04:15:45 main:574] : INFO : Epoch 705 | loss: 0.0311367 | val_loss: 0.031163 | Time: 1866.47 ms
[2021-01-23 04:15:47 main:574] : INFO : Epoch 706 | loss: 0.0311362 | val_loss: 0.0311646 | Time: 1863.55 ms
[2021-01-23 04:15:49 main:574] : INFO : Epoch 707 | loss: 0.0311367 | val_loss: 0.0311621 | Time: 1824.02 ms
[2021-01-23 04:15:51 main:574] : INFO : Epoch 708 | loss: 0.0311364 | val_loss: 0.0311608 | Time: 1789.02 ms
[2021-01-23 04:15:53 main:574] : INFO : Epoch 709 | loss: 0.0311357 | val_loss: 0.0311645 | Time: 1907.72 ms
[2021-01-23 04:15:55 main:574] : INFO : Epoch 710 | loss: 0.0311357 | val_loss: 0.0311646 | Time: 1861.94 ms
[2021-01-23 04:15:56 main:574] : INFO : Epoch 711 | loss: 0.0311352 | val_loss: 0.0311635 | Time: 1842.35 ms
[2021-01-23 04:15:58 main:574] : INFO : Epoch 712 | loss: 0.0311354 | val_loss: 0.0311667 | Time: 1829.1 ms
[2021-01-23 04:16:00 main:574] : INFO : Epoch 713 | loss: 0.0311362 | val_loss: 0.0311672 | Time: 1982.28 ms
[2021-01-23 04:16:02 main:574] : INFO : Epoch 714 | loss: 0.0311364 | val_loss: 0.0311648 | Time: 1874.08 ms
[2021-01-23 04:16:04 main:574] : INFO : Epoch 715 | loss: 0.031137 | val_loss: 0.0311635 | Time: 1864.21 ms
[2021-01-23 04:16:06 main:574] : INFO : Epoch 716 | loss: 0.0311359 | val_loss: 0.0311638 | Time: 1874.5 ms
[2021-01-23 04:16:08 main:574] : INFO : Epoch 717 | loss: 0.0311368 | val_loss: 0.0311653 | Time: 1847.95 ms
[2021-01-23 04:16:10 main:574] : INFO : Epoch 718 | loss: 0.0311361 | val_loss: 0.0311622 | Time: 1824.28 ms
[2021-01-23 04:16:11 main:574] : INFO : Epoch 719 | loss: 0.0311351 | val_loss: 0.0311629 | Time: 1866.85 ms
[2021-01-23 04:16:13 main:574] : INFO : Epoch 720 | loss: 0.031141 | val_loss: 0.0311614 | Time: 1888.01 ms
[2021-01-23 04:16:15 main:574] : INFO : Epoch 721 | loss: 0.0311423 | val_loss: 0.0311618 | Time: 1919.97 ms
[2021-01-23 04:16:17 main:574] : INFO : Epoch 722 | loss: 0.0311412 | val_loss: 0.0311642 | Time: 1829.99 ms
[2021-01-23 04:16:19 main:574] : INFO : Epoch 723 | loss: 0.0311403 | val_loss: 0.0311621 | Time: 1831.75 ms
[2021-01-23 04:16:21 main:574] : INFO : Epoch 724 | loss: 0.0311448 | val_loss: 0.0311656 | Time: 1797.25 ms
[2021-01-23 04:16:23 main:574] : INFO : Epoch 725 | loss: 0.0311472 | val_loss: 0.0311633 | Time: 1801.82 ms
[2021-01-23 04:16:24 main:574] : INFO : Epoch 726 | loss: 0.0311435 | val_loss: 0.0311648 | Time: 1809.75 ms
[2021-01-23 04:16:26 main:574] : INFO : Epoch 727 | loss: 0.0311432 | val_loss: 0.0311623 | Time: 1742.92 ms
[2021-01-23 04:16:28 main:574] : INFO : Epoch 728 | loss: 0.0311423 | val_loss: 0.0311615 | Time: 1841.8 ms
[2021-01-23 04:16:30 main:574] : INFO : Epoch 729 | loss: 0.0311426 | val_loss: 0.0311613 | Time: 1850.76 ms
[2021-01-23 04:16:32 main:574] : INFO : Epoch 730 | loss: 0.0311448 | val_loss: 0.0311675 | Time: 1944.39 ms
[2021-01-23 04:16:34 main:574] : INFO : Epoch 731 | loss: 0.0311435 | val_loss: 0.0311604 | Time: 1968.77 ms
[2021-01-23 04:16:36 main:574] : INFO : Epoch 732 | loss: 0.0311423 | val_loss: 0.0311617 | Time: 1814.9 ms
[2021-01-23 04:16:38 main:574] : INFO : Epoch 733 | loss: 0.0311419 | val_loss: 0.0311678 | Time: 1889.78 ms
[2021-01-23 04:16:40 main:574] : INFO : Epoch 734 | loss: 0.0311417 | val_loss: 0.0311623 | Time: 1923.86 ms
[2021-01-23 04:16:42 main:574] : INFO : Epoch 735 | loss: 0.0311412 | val_loss: 0.0311643 | Time: 2045.98 ms
[2021-01-23 04:16:44 main:574] : INFO : Epoch 736 | loss: 0.0311428 | val_loss: 0.0311615 | Time: 1966.76 ms
[2021-01-23 04:16:46 main:574] : INFO : Epoch 737 | loss: 0.0311428 | val_loss: 0.0311652 | Time: 1988.77 ms
[2021-01-23 04:16:48 main:574] : INFO : Epoch 738 | loss: 0.0311407 | val_loss: 0.0311639 | Time: 1952.12 ms
[2021-01-23 04:16:50 main:574] : INFO : Epoch 739 | loss: 0.0311412 | val_loss: 0.031163 | Time: 1982.97 ms
[2021-01-23 04:16:52 main:574] : INFO : Epoch 740 | loss: 0.0311409 | val_loss: 0.031165 | Time: 1964.82 ms
[2021-01-23 04:16:54 main:574] : INFO : Epoch 741 | loss: 0.0311414 | val_loss: 0.031163 | Time: 2038.26 ms
[2021-01-23 04:16:56 main:574] : INFO : Epoch 742 | loss: 0.0311415 | val_loss: 0.031163 | Time: 1979.3 ms
[2021-01-23 04:16:58 main:574] : INFO : Epoch 743 | loss: 0.0311409 | val_loss: 0.0311634 | Time: 2055.16 ms
[2021-01-23 04:17:00 main:574] : INFO : Epoch 744 | loss: 0.031142 | val_loss: 0.0311609 | Time: 2001.45 ms
[2021-01-23 04:17:02 main:574] : INFO : Epoch 745 | loss: 0.0311465 | val_loss: 0.0311641 | Time: 1956.84 ms
[2021-01-23 04:17:03 main:574] : INFO : Epoch 746 | loss: 0.0311485 | val_loss: 0.0311629 | Time: 1838.91 ms
[2021-01-23 04:17:05 main:574] : INFO : Epoch 747 | loss: 0.0311459 | val_loss: 0.0311581 | Time: 1899.31 ms
[2021-01-23 04:17:07 main:574] : INFO : Epoch 748 | loss: 0.0311455 | val_loss: 0.0311586 | Time: 1880.08 ms
[2021-01-23 04:17:09 main:574] : INFO : Epoch 749 | loss: 0.0311455 | val_loss: 0.0311639 | Time: 1827.16 ms
[2021-01-23 04:17:11 main:574] : INFO : Epoch 750 | loss: 0.0311437 | val_loss: 0.0311599 | Time: 1795.43 ms
[2021-01-23 04:17:13 main:574] : INFO : Epoch 751 | loss: 0.031143 | val_loss: 0.0311581 | Time: 1812.93 ms
[2021-01-23 04:17:15 main:574] : INFO : Epoch 752 | loss: 0.0311433 | val_loss: 0.0311651 | Time: 1810.98 ms
[2021-01-23 04:17:16 main:574] : INFO : Epoch 753 | loss: 0.0311438 | val_loss: 0.0311604 | Time: 1878.38 ms
[2021-01-23 04:17:18 main:574] : INFO : Epoch 754 | loss: 0.0311421 | val_loss: 0.0311586 | Time: 1739.99 ms
[2021-01-23 04:17:20 main:574] : INFO : Epoch 755 | loss: 0.0311427 | val_loss: 0.0311631 | Time: 1848.09 ms
[2021-01-23 04:17:22 main:574] : INFO : Epoch 756 | loss: 0.0311419 | val_loss: 0.0311631 | Time: 1884.35 ms
[2021-01-23 04:17:24 main:574] : INFO : Epoch 757 | loss: 0.0311415 | val_loss: 0.0311594 | Time: 1874.27 ms
[2021-01-23 04:17:26 main:574] : INFO : Epoch 758 | loss: 0.0311411 | val_loss: 0.0311613 | Time: 1835.86 ms
[2021-01-23 04:17:27 main:574] : INFO : Epoch 759 | loss: 0.0311412 | val_loss: 0.031162 | Time: 1789.07 ms
[2021-01-23 04:17:29 main:574] : INFO : Epoch 760 | loss: 0.0311418 | val_loss: 0.031161 | Time: 1923.09 ms
[2021-01-23 04:17:31 main:574] : INFO : Epoch 761 | loss: 0.0311409 | val_loss: 0.0311634 | Time: 1895.16 ms
[2021-01-23 04:17:33 main:574] : INFO : Epoch 762 | loss: 0.0311399 | val_loss: 0.0311636 | Time: 2000.54 ms
[2021-01-23 04:17:35 main:574] : INFO : Epoch 763 | loss: 0.0311394 | val_loss: 0.0311634 | Time: 1856.59 ms
[2021-01-23 04:17:37 main:574] : INFO : Epoch 764 | loss: 0.0311394 | val_loss: 0.0311637 | Time: 1861.69 ms
[2021-01-23 04:17:39 main:574] : INFO : Epoch 765 | loss: 0.0311383 | val_loss: 0.0311635 | Time: 1898.92 ms
[2021-01-23 04:17:41 main:574] : INFO : Epoch 766 | loss: 0.0311388 | val_loss: 0.0311628 | Time: 1769.28 ms
[2021-01-23 04:17:43 main:574] : INFO : Epoch 767 | loss: 0.0311381 | val_loss: 0.0311641 | Time: 1833.96 ms
[2021-01-23 04:17:44 main:574] : INFO : Epoch 768 | loss: 0.0311376 | val_loss: 0.031164 | Time: 1788.71 ms
[2021-01-23 04:17:46 main:574] : INFO : Epoch 769 | loss: 0.0311377 | val_loss: 0.0311642 | Time: 1867.81 ms
[2021-01-23 04:17:48 main:574] : INFO : Epoch 770 | loss: 0.0311373 | val_loss: 0.0311639 | Time: 1862.21 ms
[2021-01-23 04:17:50 main:574] : INFO : Epoch 771 | loss: 0.031137 | val_loss: 0.0311637 | Time: 1801.56 ms
[2021-01-23 04:17:52 main:574] : INFO : Epoch 772 | loss: 0.0311375 | val_loss: 0.031164 | Time: 1862.88 ms
[2021-01-23 04:17:54 main:574] : INFO : Epoch 773 | loss: 0.0311377 | val_loss: 0.031167 | Time: 1806.21 ms
[2021-01-23 04:17:56 main:574] : INFO : Epoch 774 | loss: 0.0311387 | val_loss: 0.0311646 | Time: 1872.12 ms
[2021-01-23 04:17:57 main:574] : INFO : Epoch 775 | loss: 0.0311387 | val_loss: 0.0311617 | Time: 1893.91 ms
[2021-01-23 04:17:59 main:574] : INFO : Epoch 776 | loss: 0.0311396 | val_loss: 0.0311644 | Time: 1890 ms
[2021-01-23 04:18:01 main:574] : INFO : Epoch 777 | loss: 0.031138 | val_loss: 0.0311656 | Time: 1900.31 ms
[2021-01-23 04:18:03 main:574] : INFO : Epoch 778 | loss: 0.0311388 | val_loss: 0.0311644 | Time: 1828.93 ms
[2021-01-23 04:18:05 main:574] : INFO : Epoch 779 | loss: 0.0311384 | val_loss: 0.0311669 | Time: 1884.8 ms
[2021-01-23 04:18:07 main:574] : INFO : Epoch 780 | loss: 0.0311378 | val_loss: 0.0311615 | Time: 1841.38 ms
[2021-01-23 04:18:09 main:574] : INFO : Epoch 781 | loss: 0.0311367 | val_loss: 0.0311662 | Time: 1874.15 ms
[2021-01-23 04:18:11 main:574] : INFO : Epoch 782 | loss: 0.0311379 | val_loss: 0.031169 | Time: 1834.53 ms
[2021-01-23 04:18:12 main:574] : INFO : Epoch 783 | loss: 0.0311401 | val_loss: 0.0311623 | Time: 1831.57 ms
[2021-01-23 04:18:14 main:574] : INFO : Epoch 784 | loss: 0.0311388 | val_loss: 0.0311621 | Time: 1862.01 ms
[2021-01-23 04:18:16 main:574] : INFO : Epoch 785 | loss: 0.0311388 | val_loss: 0.0311626 | Time: 1825.12 ms
[2021-01-23 04:18:18 main:574] : INFO : Epoch 786 | loss: 0.0311394 | val_loss: 0.0311629 | Time: 1818.33 ms
[2021-01-23 04:18:20 main:574] : INFO : Epoch 787 | loss: 0.0311384 | val_loss: 0.0311656 | Time: 1839.7 ms
[2021-01-23 04:18:22 main:574] : INFO : Epoch 788 | loss: 0.0311392 | val_loss: 0.0311623 | Time: 1832.31 ms
[2021-01-23 04:18:24 main:574] : INFO : Epoch 789 | loss: 0.03114 | val_loss: 0.0311663 | Time: 1870.04 ms
[2021-01-23 04:18:25 main:574] : INFO : Epoch 790 | loss: 0.0311397 | val_loss: 0.0311642 | Time: 1882.78 ms
[2021-01-23 04:18:27 main:574] : INFO : Epoch 791 | loss: 0.0311382 | val_loss: 0.031165 | Time: 1865.49 ms
[2021-01-23 04:18:29 main:574] : INFO : Epoch 792 | loss: 0.0311376 | val_loss: 0.0311693 | Time: 1798.58 ms
[2021-01-23 04:18:31 main:574] : INFO : Epoch 793 | loss: 0.0311396 | val_loss: 0.0311616 | Time: 1885.87 ms
[2021-01-23 04:18:33 main:574] : INFO : Epoch 794 | loss: 0.0311458 | val_loss: 0.0311612 | Time: 1976.74 ms
[2021-01-23 04:18:35 main:574] : INFO : Epoch 795 | loss: 0.031143 | val_loss: 0.0311607 | Time: 1895.49 ms
[2021-01-23 04:18:37 main:574] : INFO : Epoch 796 | loss: 0.0311437 | val_loss: 0.0311646 | Time: 1883.19 ms
[2021-01-23 04:18:39 main:574] : INFO : Epoch 797 | loss: 0.0311413 | val_loss: 0.0311623 | Time: 1754.93 ms
[2021-01-23 04:18:41 main:574] : INFO : Epoch 798 | loss: 0.0311422 | val_loss: 0.0311624 | Time: 1848.28 ms
[2021-01-23 04:18:42 main:574] : INFO : Epoch 799 | loss: 0.0311411 | val_loss: 0.0311593 | Time: 1819.19 ms
[2021-01-23 04:18:44 main:574] : INFO : Epoch 800 | loss: 0.0311411 | val_loss: 0.0311638 | Time: 1815.15 ms
[2021-01-23 04:18:46 main:574] : INFO : Epoch 801 | loss: 0.0311421 | val_loss: 0.0311633 | Time: 1795.51 ms
[2021-01-23 04:18:48 main:574] : INFO : Epoch 802 | loss: 0.0311422 | val_loss: 0.0311611 | Time: 1784.02 ms
[2021-01-23 04:18:50 main:574] : INFO : Epoch 803 | loss: 0.0311429 | val_loss: 0.0311642 | Time: 1845.18 ms
[2021-01-23 04:18:52 main:574] : INFO : Epoch 804 | loss: 0.0311409 | val_loss: 0.031164 | Time: 1878.82 ms
[2021-01-23 04:18:53 main:574] : INFO : Epoch 805 | loss: 0.0311404 | val_loss: 0.0311617 | Time: 1876.56 ms
[2021-01-23 04:18:55 main:574] : INFO : Epoch 806 | loss: 0.0311407 | val_loss: 0.0311637 | Time: 1857.85 ms
[2021-01-23 04:18:57 main:574] : INFO : Epoch 807 | loss: 0.0311444 | val_loss: 0.0311651 | Time: 1877.28 ms
[2021-01-23 04:18:59 main:574] : INFO : Epoch 808 | loss: 0.0311442 | val_loss: 0.0311612 | Time: 1865.47 ms
[2021-01-23 04:19:01 main:574] : INFO : Epoch 809 | loss: 0.0311441 | val_loss: 0.0311635 | Time: 1883.25 ms
[2021-01-23 04:19:03 main:574] : INFO : Epoch 810 | loss: 0.0311448 | val_loss: 0.0311622 | Time: 1888.37 ms
[2021-01-23 04:19:05 main:574] : INFO : Epoch 811 | loss: 0.0311439 | val_loss: 0.0311642 | Time: 1793.64 ms
[2021-01-23 04:19:07 main:574] : INFO : Epoch 812 | loss: 0.0311433 | val_loss: 0.0311649 | Time: 1854.1 ms
[2021-01-23 04:19:08 main:574] : INFO : Epoch 813 | loss: 0.0311435 | val_loss: 0.0311583 | Time: 1941.71 ms
[2021-01-23 04:19:10 main:574] : INFO : Epoch 814 | loss: 0.0311436 | val_loss: 0.0311588 | Time: 1851.7 ms
[2021-01-23 04:19:12 main:574] : INFO : Epoch 815 | loss: 0.0311428 | val_loss: 0.03116 | Time: 1873.11 ms
[2021-01-23 04:19:14 main:574] : INFO : Epoch 816 | loss: 0.0311412 | val_loss: 0.0311574 | Time: 1836.73 ms
[2021-01-23 04:19:16 main:574] : INFO : Epoch 817 | loss: 0.0311408 | val_loss: 0.0311622 | Time: 1924.57 ms
[2021-01-23 04:19:18 main:574] : INFO : Epoch 818 | loss: 0.0311412 | val_loss: 0.0311604 | Time: 1911.67 ms
[2021-01-23 04:19:20 main:574] : INFO : Epoch 819 | loss: 0.031141 | val_loss: 0.0311619 | Time: 1892.87 ms
[2021-01-23 04:19:22 main:574] : INFO : Epoch 820 | loss: 0.0311406 | val_loss: 0.0311579 | Time: 1898.5 ms
[2021-01-23 04:19:24 main:574] : INFO : Epoch 821 | loss: 0.0311416 | val_loss: 0.031158 | Time: 1838.96 ms
[2021-01-23 04:19:25 main:574] : INFO : Epoch 822 | loss: 0.0311413 | val_loss: 0.0311601 | Time: 1867.59 ms
[2021-01-23 04:19:27 main:574] : INFO : Epoch 823 | loss: 0.0311416 | val_loss: 0.03116 | Time: 1925.65 ms
[2021-01-23 04:19:29 main:574] : INFO : Epoch 824 | loss: 0.0311432 | val_loss: 0.0311606 | Time: 1908.29 ms
[2021-01-23 04:19:31 main:574] : INFO : Epoch 825 | loss: 0.0311415 | val_loss: 0.0311615 | Time: 1908.54 ms
[2021-01-23 04:19:33 main:574] : INFO : Epoch 826 | loss: 0.0311417 | val_loss: 0.0311617 | Time: 2007.36 ms
[2021-01-23 04:19:35 main:574] : INFO : Epoch 827 | loss: 0.0311404 | val_loss: 0.0311632 | Time: 1855.05 ms
[2021-01-23 04:19:37 main:574] : INFO : Epoch 828 | loss: 0.0311393 | val_loss: 0.0311638 | Time: 1857.38 ms
[2021-01-23 04:19:39 main:574] : INFO : Epoch 829 | loss: 0.0311395 | val_loss: 0.0311645 | Time: 1913.01 ms
[2021-01-23 04:19:41 main:574] : INFO : Epoch 830 | loss: 0.0311399 | val_loss: 0.0311606 | Time: 1899.73 ms
[2021-01-23 04:19:43 main:574] : INFO : Epoch 831 | loss: 0.031143 | val_loss: 0.0311643 | Time: 1855.49 ms
[2021-01-23 04:19:45 main:574] : INFO : Epoch 832 | loss: 0.0311424 | val_loss: 0.0311624 | Time: 1780.05 ms
[2021-01-23 04:19:46 main:574] : INFO : Epoch 833 | loss: 0.0311431 | val_loss: 0.0311633 | Time: 1911.01 ms
[2021-01-23 04:19:48 main:574] : INFO : Epoch 834 | loss: 0.0311417 | val_loss: 0.0311613 | Time: 1868.21 ms
[2021-01-23 04:19:50 main:574] : INFO : Epoch 835 | loss: 0.0311409 | val_loss: 0.0311626 | Time: 1873.36 ms
[2021-01-23 04:19:52 main:574] : INFO : Epoch 836 | loss: 0.0311419 | val_loss: 0.0311639 | Time: 1821.64 ms
[2021-01-23 04:19:54 main:574] : INFO : Epoch 837 | loss: 0.0311402 | val_loss: 0.0311648 | Time: 1877.62 ms
[2021-01-23 04:19:56 main:574] : INFO : Epoch 838 | loss: 0.0311396 | val_loss: 0.031166 | Time: 1884.4 ms
[2021-01-23 04:19:58 main:574] : INFO : Epoch 839 | loss: 0.0311406 | val_loss: 0.0311622 | Time: 1926.41 ms
[2021-01-23 04:20:00 main:574] : INFO : Epoch 840 | loss: 0.0311385 | val_loss: 0.0311638 | Time: 1914.3 ms
[2021-01-23 04:20:02 main:574] : INFO : Epoch 841 | loss: 0.0311394 | val_loss: 0.0311736 | Time: 1927.91 ms
[2021-01-23 04:20:04 main:574] : INFO : Epoch 842 | loss: 0.0311401 | val_loss: 0.0311665 | Time: 1853.32 ms
[2021-01-23 04:20:05 main:574] : INFO : Epoch 843 | loss: 0.0311387 | val_loss: 0.0311636 | Time: 1885.23 ms
[2021-01-23 04:20:07 main:574] : INFO : Epoch 844 | loss: 0.0311365 | val_loss: 0.0311623 | Time: 1907.78 ms
[2021-01-23 04:20:09 main:574] : INFO : Epoch 845 | loss: 0.0311369 | val_loss: 0.0311634 | Time: 1904.85 ms
[2021-01-23 04:20:11 main:574] : INFO : Epoch 846 | loss: 0.0311416 | val_loss: 0.0311638 | Time: 1929.87 ms
[2021-01-23 04:20:13 main:574] : INFO : Epoch 847 | loss: 0.0311409 | val_loss: 0.0311645 | Time: 1868.59 ms
[2021-01-23 04:20:15 main:574] : INFO : Epoch 848 | loss: 0.0311398 | val_loss: 0.0311633 | Time: 1921.17 ms
[2021-01-23 04:20:17 main:574] : INFO : Epoch 849 | loss: 0.0311391 | val_loss: 0.0311635 | Time: 1927.11 ms
[2021-01-23 04:20:19 main:574] : INFO : Epoch 850 | loss: 0.0311388 | val_loss: 0.0311631 | Time: 1871.85 ms
[2021-01-23 04:20:21 main:574] : INFO : Epoch 851 | loss: 0.0311382 | val_loss: 0.0311623 | Time: 1942.74 ms
[2021-01-23 04:20:23 main:574] : INFO : Epoch 852 | loss: 0.0311384 | val_loss: 0.0311661 | Time: 1903.21 ms
[2021-01-23 04:20:25 main:574] : INFO : Epoch 853 | loss: 0.0311381 | val_loss: 0.0311628 | Time: 1927.54 ms
[2021-01-23 04:20:27 main:574] : INFO : Epoch 854 | loss: 0.0311373 | val_loss: 0.0311608 | Time: 1904.42 ms
[2021-01-23 04:20:28 main:574] : INFO : Epoch 855 | loss: 0.0311387 | val_loss: 0.0311613 | Time: 1896.18 ms
[2021-01-23 04:20:30 main:574] : INFO : Epoch 856 | loss: 0.03114 | val_loss: 0.0311666 | Time: 1868.38 ms
[2021-01-23 04:20:32 main:574] : INFO : Epoch 857 | loss: 0.0311409 | val_loss: 0.0311634 | Time: 1910.94 ms
[2021-01-23 04:20:34 main:574] : INFO : Epoch 858 | loss: 0.0311386 | val_loss: 0.0311621 | Time: 1815.49 ms
[2021-01-23 04:20:36 main:574] : INFO : Epoch 859 | loss: 0.0311378 | val_loss: 0.0311609 | Time: 1888.67 ms
[2021-01-23 04:20:38 main:574] : INFO : Epoch 860 | loss: 0.0311373 | val_loss: 0.0311618 | Time: 1894.34 ms
[2021-01-23 04:20:40 main:574] : INFO : Epoch 861 | loss: 0.0311369 | val_loss: 0.0311628 | Time: 1887.99 ms
[2021-01-23 04:20:42 main:574] : INFO : Epoch 862 | loss: 0.0311366 | val_loss: 0.0311594 | Time: 1876.47 ms
[2021-01-23 04:20:44 main:574] : INFO : Epoch 863 | loss: 0.0311365 | val_loss: 0.031161 | Time: 1870.02 ms
[2021-01-23 04:20:46 main:574] : INFO : Epoch 864 | loss: 0.0311385 | val_loss: 0.0311624 | Time: 1894 ms
[2021-01-23 04:20:47 main:574] : INFO : Epoch 865 | loss: 0.0311405 | val_loss: 0.031161 | Time: 1885.78 ms
[2021-01-23 04:20:50 main:574] : INFO : Epoch 866 | loss: 0.0311384 | val_loss: 0.0311645 | Time: 2127.7 ms
[2021-01-23 04:20:51 main:574] : INFO : Epoch 867 | loss: 0.0311383 | val_loss: 0.0311624 | Time: 1857.42 ms
[2021-01-23 04:20:53 main:574] : INFO : Epoch 868 | loss: 0.0311384 | val_loss: 0.0311618 | Time: 1844.39 ms
[2021-01-23 04:20:55 main:574] : INFO : Epoch 869 | loss: 0.0311415 | val_loss: 0.0311661 | Time: 1908.42 ms
[2021-01-23 04:20:57 main:574] : INFO : Epoch 870 | loss: 0.0311417 | val_loss: 0.0311632 | Time: 1899.96 ms
[2021-01-23 04:20:59 main:574] : INFO : Epoch 871 | loss: 0.0311385 | val_loss: 0.0311626 | Time: 1909.08 ms
[2021-01-23 04:21:01 main:574] : INFO : Epoch 872 | loss: 0.0311391 | val_loss: 0.0311617 | Time: 1876.47 ms
[2021-01-23 04:21:03 main:574] : INFO : Epoch 873 | loss: 0.0311379 | val_loss: 0.031162 | Time: 1829.62 ms
[2021-01-23 04:21:05 main:574] : INFO : Epoch 874 | loss: 0.031139 | val_loss: 0.0311627 | Time: 1875.71 ms
[2021-01-23 04:21:07 main:574] : INFO : Epoch 875 | loss: 0.0311409 | val_loss: 0.031164 | Time: 1869.39 ms
[2021-01-23 04:21:08 main:574] : INFO : Epoch 876 | loss: 0.0311394 | val_loss: 0.0311646 | Time: 1889.13 ms
[2021-01-23 04:21:10 main:574] : INFO : Epoch 877 | loss: 0.0311382 | val_loss: 0.0311647 | Time: 1941.03 ms
[2021-01-23 04:21:12 main:574] : INFO : Epoch 878 | loss: 0.0311384 | val_loss: 0.0311632 | Time: 1746.12 ms
[2021-01-23 04:21:14 main:574] : INFO : Epoch 879 | loss: 0.0311391 | val_loss: 0.0311619 | Time: 1912.45 ms
[2021-01-23 04:21:16 main:574] : INFO : Epoch 880 | loss: 0.0311392 | val_loss: 0.0311623 | Time: 1886.72 ms
[2021-01-23 04:21:18 main:574] : INFO : Epoch 881 | loss: 0.0311416 | val_loss: 0.0311604 | Time: 1879.17 ms
[2021-01-23 04:21:20 main:574] : INFO : Epoch 882 | loss: 0.0311412 | val_loss: 0.0311592 | Time: 1864.97 ms
[2021-01-23 04:21:22 main:574] : INFO : Epoch 883 | loss: 0.0311442 | val_loss: 0.0311646 | Time: 1853.59 ms
[2021-01-23 04:21:33 main:574] : INFO : Epoch 884 | loss: 0.0311427 | val_loss: 0.0311594 | Time: 11600 ms
[2021-01-23 04:21:35 main:574] : INFO : Epoch 885 | loss: 0.0311394 | val_loss: 0.0311586 | Time: 1874.87 ms
[2021-01-23 04:21:37 main:574] : INFO : Epoch 886 | loss: 0.0311409 | val_loss: 0.031161 | Time: 1804.49 ms
[2021-01-23 04:21:39 main:574] : INFO : Epoch 887 | loss: 0.0311399 | val_loss: 0.0311589 | Time: 1848.58 ms
[2021-01-23 04:21:41 main:574] : INFO : Epoch 888 | loss: 0.0311387 | val_loss: 0.0311592 | Time: 1838.55 ms
[2021-01-23 04:21:43 main:574] : INFO : Epoch 889 | loss: 0.0311394 | val_loss: 0.031157 | Time: 1874.71 ms
[2021-01-23 04:21:44 main:574] : INFO : Epoch 890 | loss: 0.0311386 | val_loss: 0.0311591 | Time: 1831.58 ms
[2021-01-23 04:21:46 main:574] : INFO : Epoch 891 | loss: 0.0311387 | val_loss: 0.0311617 | Time: 1862.06 ms
[2021-01-23 04:21:48 main:574] : INFO : Epoch 892 | loss: 0.0311373 | val_loss: 0.0311614 | Time: 1861.77 ms
[2021-01-23 04:21:50 main:574] : INFO : Epoch 893 | loss: 0.0311372 | val_loss: 0.0311588 | Time: 1883.3 ms
[2021-01-23 04:21:52 main:574] : INFO : Epoch 894 | loss: 0.031138 | val_loss: 0.0311629 | Time: 1823.25 ms
[2021-01-23 04:21:54 main:574] : INFO : Epoch 895 | loss: 0.0311384 | val_loss: 0.0311646 | Time: 1828.09 ms
[2021-01-23 04:21:56 main:574] : INFO : Epoch 896 | loss: 0.031137 | val_loss: 0.031163 | Time: 1854.41 ms
[2021-01-23 04:21:57 main:574] : INFO : Epoch 897 | loss: 0.0311385 | val_loss: 0.0311596 | Time: 1885.21 ms
[2021-01-23 04:21:59 main:574] : INFO : Epoch 898 | loss: 0.0311374 | val_loss: 0.0311612 | Time: 1889.32 ms
[2021-01-23 04:22:01 main:574] : INFO : Epoch 899 | loss: 0.0311378 | val_loss: 0.0311605 | Time: 1869.66 ms
[2021-01-23 04:22:03 main:574] : INFO : Epoch 900 | loss: 0.0311374 | val_loss: 0.0311636 | Time: 1843.27 ms
[2021-01-23 04:22:05 main:574] : INFO : Epoch 901 | loss: 0.0311391 | val_loss: 0.0311615 | Time: 1912.59 ms
[2021-01-23 04:22:07 main:574] : INFO : Epoch 902 | loss: 0.0311378 | val_loss: 0.0311596 | Time: 1805.87 ms
[2021-01-23 04:22:09 main:574] : INFO : Epoch 903 | loss: 0.0311376 | val_loss: 0.0311602 | Time: 1840.71 ms
[2021-01-23 04:22:10 main:574] : INFO : Epoch 904 | loss: 0.0311374 | val_loss: 0.03116 | Time: 1776.55 ms
[2021-01-23 04:22:12 main:574] : INFO : Epoch 905 | loss: 0.0311369 | val_loss: 0.0311589 | Time: 1816.93 ms
[2021-01-23 04:22:14 main:574] : INFO : Epoch 906 | loss: 0.0311382 | val_loss: 0.0311605 | Time: 1807.4 ms
[2021-01-23 04:22:16 main:574] : INFO : Epoch 907 | loss: 0.0311417 | val_loss: 0.0311634 | Time: 1883.64 ms
[2021-01-23 04:22:18 main:574] : INFO : Epoch 908 | loss: 0.0311408 | val_loss: 0.0311659 | Time: 1914.53 ms
[2021-01-23 04:22:20 main:574] : INFO : Epoch 909 | loss: 0.0311432 | val_loss: 0.0311637 | Time: 1834.79 ms
[2021-01-23 04:22:22 main:574] : INFO : Epoch 910 | loss: 0.0311431 | val_loss: 0.0311644 | Time: 1869.74 ms
[2021-01-23 04:22:33 main:574] : INFO : Epoch 911 | loss: 0.03114 | val_loss: 0.0311634 | Time: 11582.2 ms
[2021-01-23 04:22:35 main:574] : INFO : Epoch 912 | loss: 0.0311401 | val_loss: 0.0311619 | Time: 1772.28 ms
[2021-01-23 04:22:37 main:574] : INFO : Epoch 913 | loss: 0.0311396 | val_loss: 0.0311598 | Time: 1791.43 ms
[2021-01-23 04:22:39 main:574] : INFO : Epoch 914 | loss: 0.0311373 | val_loss: 0.0311641 | Time: 1799.08 ms
[2021-01-23 04:22:41 main:574] : INFO : Epoch 915 | loss: 0.031138 | val_loss: 0.031165 | Time: 1844.29 ms
[2021-01-23 04:22:42 main:574] : INFO : Epoch 916 | loss: 0.0311374 | val_loss: 0.0311615 | Time: 1799.16 ms
[2021-01-23 04:22:44 main:574] : INFO : Epoch 917 | loss: 0.031137 | val_loss: 0.0311607 | Time: 1881.84 ms
[2021-01-23 04:22:46 main:574] : INFO : Epoch 918 | loss: 0.0311357 | val_loss: 0.0311598 | Time: 1797.65 ms
[2021-01-23 04:22:48 main:574] : INFO : Epoch 919 | loss: 0.0311375 | val_loss: 0.03116 | Time: 1823.01 ms
[2021-01-23 04:22:50 main:574] : INFO : Epoch 920 | loss: 0.0311375 | val_loss: 0.0311609 | Time: 1857.21 ms
[2021-01-23 04:22:52 main:574] : INFO : Epoch 921 | loss: 0.0311376 | val_loss: 0.0311685 | Time: 1804.64 ms
[2021-01-23 04:22:53 main:574] : INFO : Epoch 922 | loss: 0.0311383 | val_loss: 0.0311632 | Time: 1834.47 ms
[2021-01-23 04:22:55 main:574] : INFO : Epoch 923 | loss: 0.0311361 | val_loss: 0.0311613 | Time: 1787.91 ms
[2021-01-23 04:22:57 main:574] : INFO : Epoch 924 | loss: 0.0311358 | val_loss: 0.0311613 | Time: 1821.31 ms
[2021-01-23 04:22:59 main:574] : INFO : Epoch 925 | loss: 0.0311366 | val_loss: 0.0311625 | Time: 1698.48 ms
[2021-01-23 04:23:01 main:574] : INFO : Epoch 926 | loss: 0.0311365 | val_loss: 0.03116 | Time: 1809.51 ms
[2021-01-23 04:23:02 main:574] : INFO : Epoch 927 | loss: 0.0311363 | val_loss: 0.0311614 | Time: 1799.99 ms
[2021-01-23 04:23:04 main:574] : INFO : Epoch 928 | loss: 0.0311402 | val_loss: 0.0311646 | Time: 1817.64 ms
[2021-01-23 04:23:06 main:574] : INFO : Epoch 929 | loss: 0.0311465 | val_loss: 0.0311638 | Time: 1869.71 ms
[2021-01-23 04:23:08 main:574] : INFO : Epoch 930 | loss: 0.0311466 | val_loss: 0.0311671 | Time: 1826.34 ms
[2021-01-23 04:23:10 main:574] : INFO : Epoch 931 | loss: 0.0311446 | val_loss: 0.0311644 | Time: 1912.64 ms
[2021-01-23 04:23:12 main:574] : INFO : Epoch 932 | loss: 0.0311451 | val_loss: 0.031166 | Time: 1892.36 ms
[2021-01-23 04:23:14 main:574] : INFO : Epoch 933 | loss: 0.0311443 | val_loss: 0.0311639 | Time: 1893.74 ms
[2021-01-23 04:23:16 main:574] : INFO : Epoch 934 | loss: 0.0311435 | val_loss: 0.0311646 | Time: 1830.34 ms
[2021-01-23 04:23:17 main:574] : INFO : Epoch 935 | loss: 0.0311434 | val_loss: 0.0311645 | Time: 1820.76 ms
[2021-01-23 04:23:19 main:574] : INFO : Epoch 936 | loss: 0.0311412 | val_loss: 0.0311616 | Time: 1870.57 ms
[2021-01-23 04:23:21 main:574] : INFO : Epoch 937 | loss: 0.0311409 | val_loss: 0.0311617 | Time: 1921.13 ms
[2021-01-23 04:23:33 main:574] : INFO : Epoch 938 | loss: 0.0311408 | val_loss: 0.0311621 | Time: 11485.1 ms
[2021-01-23 04:23:34 main:574] : INFO : Epoch 939 | loss: 0.0311409 | val_loss: 0.0311607 | Time: 1668.05 ms
[2021-01-23 04:23:36 main:574] : INFO : Epoch 940 | loss: 0.0311399 | val_loss: 0.0311625 | Time: 1794.83 ms
[2021-01-23 04:23:38 main:574] : INFO : Epoch 941 | loss: 0.0311393 | val_loss: 0.0311647 | Time: 1740.48 ms
[2021-01-23 04:23:40 main:574] : INFO : Epoch 942 | loss: 0.0311389 | val_loss: 0.0311653 | Time: 1833.81 ms
[2021-01-23 04:23:42 main:574] : INFO : Epoch 943 | loss: 0.0311391 | val_loss: 0.0311611 | Time: 1842.53 ms
[2021-01-23 04:23:44 main:574] : INFO : Epoch 944 | loss: 0.0311391 | val_loss: 0.0311641 | Time: 1868.18 ms
[2021-01-23 04:23:45 main:574] : INFO : Epoch 945 | loss: 0.0311383 | val_loss: 0.0311638 | Time: 1843.97 ms
[2021-01-23 04:23:47 main:574] : INFO : Epoch 946 | loss: 0.0311383 | val_loss: 0.0311612 | Time: 1782.67 ms
[2021-01-23 04:23:49 main:574] : INFO : Epoch 947 | loss: 0.0311403 | val_loss: 0.0311635 | Time: 1724.58 ms
[2021-01-23 04:23:51 main:574] : INFO : Epoch 948 | loss: 0.0311425 | val_loss: 0.0311656 | Time: 1784.96 ms
[2021-01-23 04:23:53 main:574] : INFO : Epoch 949 | loss: 0.0311429 | val_loss: 0.0311585 | Time: 1827.28 ms
[2021-01-23 04:23:54 main:574] : INFO : Epoch 950 | loss: 0.031144 | val_loss: 0.0311651 | Time: 1794.24 ms
[2021-01-23 04:23:56 main:574] : INFO : Epoch 951 | loss: 0.0311393 | val_loss: 0.031161 | Time: 1835.9 ms
[2021-01-23 04:23:58 main:574] : INFO : Epoch 952 | loss: 0.0311396 | val_loss: 0.0311621 | Time: 1879.99 ms
[2021-01-23 04:24:00 main:574] : INFO : Epoch 953 | loss: 0.0311394 | val_loss: 0.0311624 | Time: 1871.7 ms
[2021-01-23 04:24:02 main:574] : INFO : Epoch 954 | loss: 0.0311399 | val_loss: 0.0311651 | Time: 1866.18 ms
[2021-01-23 04:24:04 main:574] : INFO : Epoch 955 | loss: 0.031139 | val_loss: 0.0311634 | Time: 1822.29 ms
[2021-01-23 04:24:06 main:574] : INFO : Epoch 956 | loss: 0.0311392 | val_loss: 0.0311638 | Time: 1901.32 ms
[2021-01-23 04:24:07 main:574] : INFO : Epoch 957 | loss: 0.0311406 | val_loss: 0.0311616 | Time: 1862.66 ms
[2021-01-23 04:24:09 main:574] : INFO : Epoch 958 | loss: 0.0311414 | val_loss: 0.0311608 | Time: 1886.59 ms
[2021-01-23 04:24:11 main:574] : INFO : Epoch 959 | loss: 0.031141 | val_loss: 0.0311637 | Time: 1854.12 ms
[2021-01-23 04:24:13 main:574] : INFO : Epoch 960 | loss: 0.0311417 | val_loss: 0.0311645 | Time: 1786.69 ms
[2021-01-23 04:24:15 main:574] : INFO : Epoch 961 | loss: 0.0311412 | val_loss: 0.0311613 | Time: 1816.24 ms
[2021-01-23 04:24:17 main:574] : INFO : Epoch 962 | loss: 0.0311408 | val_loss: 0.0311628 | Time: 1819.65 ms
[2021-01-23 04:24:19 main:574] : INFO : Epoch 963 | loss: 0.0311422 | val_loss: 0.0311656 | Time: 1829.96 ms
[2021-01-23 04:24:20 main:574] : INFO : Epoch 964 | loss: 0.0311423 | val_loss: 0.0311631 | Time: 1862.73 ms
[2021-01-23 04:24:22 main:574] : INFO : Epoch 965 | loss: 0.0311403 | val_loss: 0.0311636 | Time: 1796.09 ms
[2021-01-23 04:24:24 main:574] : INFO : Epoch 966 | loss: 0.031142 | val_loss: 0.0311643 | Time: 1911.41 ms
[2021-01-23 04:24:26 main:574] : INFO : Epoch 967 | loss: 0.0311415 | val_loss: 0.0311642 | Time: 1921.78 ms
[2021-01-23 04:24:28 main:574] : INFO : Epoch 968 | loss: 0.031139 | val_loss: 0.0311628 | Time: 1856.07 ms
[2021-01-23 04:24:30 main:574] : INFO : Epoch 969 | loss: 0.0311396 | val_loss: 0.0311705 | Time: 1864.61 ms
[2021-01-23 04:24:32 main:574] : INFO : Epoch 970 | loss: 0.0311427 | val_loss: 0.0311682 | Time: 1872.51 ms
[2021-01-23 04:24:34 main:574] : INFO : Epoch 971 | loss: 0.0311411 | val_loss: 0.0311627 | Time: 1833.07 ms
[2021-01-23 04:24:35 main:574] : INFO : Epoch 972 | loss: 0.0311406 | val_loss: 0.0311637 | Time: 1892.37 ms
[2021-01-23 04:24:37 main:574] : INFO : Epoch 973 | loss: 0.0311439 | val_loss: 0.0311631 | Time: 1903.56 ms
[2021-01-23 04:24:39 main:574] : INFO : Epoch 974 | loss: 0.0311423 | val_loss: 0.0311621 | Time: 1812.56 ms
[2021-01-23 04:24:41 main:574] : INFO : Epoch 975 | loss: 0.03114 | val_loss: 0.0311621 | Time: 1862.14 ms
[2021-01-23 04:24:43 main:574] : INFO : Epoch 976 | loss: 0.0311393 | val_loss: 0.031161 | Time: 1813.77 ms
[2021-01-23 04:24:45 main:574] : INFO : Epoch 977 | loss: 0.03114 | val_loss: 0.0311663 | Time: 1774.55 ms
[2021-01-23 04:24:47 main:574] : INFO : Epoch 978 | loss: 0.03114 | val_loss: 0.0311598 | Time: 1850.38 ms
[2021-01-23 04:24:48 main:574] : INFO : Epoch 979 | loss: 0.0311384 | val_loss: 0.0311617 | Time: 1709.84 ms
[2021-01-23 04:24:50 main:574] : INFO : Epoch 980 | loss: 0.0311404 | val_loss: 0.0311631 | Time: 1859.12 ms
[2021-01-23 04:24:52 main:574] : INFO : Epoch 981 | loss: 0.0311435 | val_loss: 0.0311585 | Time: 1885.02 ms
[2021-01-23 04:24:54 main:574] : INFO : Epoch 982 | loss: 0.0311428 | val_loss: 0.03116 | Time: 1819.5 ms
[2021-01-23 04:24:56 main:574] : INFO : Epoch 983 | loss: 0.0311413 | val_loss: 0.0311574 | Time: 1813.51 ms
[2021-01-23 04:24:58 main:574] : INFO : Epoch 984 | loss: 0.0311413 | val_loss: 0.0311616 | Time: 1883.33 ms
[2021-01-23 04:25:00 main:574] : INFO : Epoch 985 | loss: 0.0311425 | val_loss: 0.0311609 | Time: 1886.98 ms
[2021-01-23 04:25:01 main:574] : INFO : Epoch 986 | loss: 0.0311406 | val_loss: 0.03116 | Time: 1909.45 ms
[2021-01-23 04:25:03 main:574] : INFO : Epoch 987 | loss: 0.0311409 | val_loss: 0.0311592 | Time: 1896.67 ms
[2021-01-23 04:25:05 main:574] : INFO : Epoch 988 | loss: 0.0311413 | val_loss: 0.0311612 | Time: 1813.61 ms
[2021-01-23 04:25:07 main:574] : INFO : Epoch 989 | loss: 0.0311392 | val_loss: 0.0311574 | Time: 1812.18 ms
[2021-01-23 04:25:09 main:574] : INFO : Epoch 990 | loss: 0.0311386 | val_loss: 0.0311641 | Time: 1884.23 ms
[2021-01-23 04:25:11 main:574] : INFO : Epoch 991 | loss: 0.031139 | val_loss: 0.0311612 | Time: 1834.62 ms
[2021-01-23 04:25:13 main:574] : INFO : Epoch 992 | loss: 0.0311387 | val_loss: 0.0311672 | Time: 1807.21 ms
[2021-01-23 04:25:14 main:574] : INFO : Epoch 993 | loss: 0.0311408 | val_loss: 0.0311602 | Time: 1787.37 ms
[2021-01-23 04:25:16 main:574] : INFO : Epoch 994 | loss: 0.0311384 | val_loss: 0.0311614 | Time: 1838.2 ms
[2021-01-23 04:25:18 main:574] : INFO : Epoch 995 | loss: 0.0311389 | val_loss: 0.0311612 | Time: 1896.86 ms
[2021-01-23 04:25:20 main:574] : INFO : Epoch 996 | loss: 0.0311376 | val_loss: 0.031161 | Time: 1852.89 ms
[2021-01-23 04:25:22 main:574] : INFO : Epoch 997 | loss: 0.0311391 | val_loss: 0.0311642 | Time: 1822.14 ms
[2021-01-23 04:25:24 main:574] : INFO : Epoch 998 | loss: 0.0311382 | val_loss: 0.0311622 | Time: 1825.76 ms
[2021-01-23 04:25:25 main:574] : INFO : Epoch 999 | loss: 0.0311388 | val_loss: 0.031164 | Time: 1841.72 ms
[2021-01-23 04:25:27 main:574] : INFO : Epoch 1000 | loss: 0.0311391 | val_loss: 0.0311649 | Time: 1881.83 ms
[2021-01-23 04:25:29 main:574] : INFO : Epoch 1001 | loss: 0.0311391 | val_loss: 0.0311711 | Time: 1906.85 ms
[2021-01-23 04:25:31 main:574] : INFO : Epoch 1002 | loss: 0.0311379 | val_loss: 0.0311615 | Time: 1820.88 ms
[2021-01-23 04:25:33 main:574] : INFO : Epoch 1003 | loss: 0.0311403 | val_loss: 0.0311688 | Time: 1808.99 ms
[2021-01-23 04:25:35 main:574] : INFO : Epoch 1004 | loss: 0.031139 | val_loss: 0.0311612 | Time: 1815.96 ms
[2021-01-23 04:25:37 main:574] : INFO : Epoch 1005 | loss: 0.0311389 | val_loss: 0.031162 | Time: 1822.87 ms
[2021-01-23 04:25:39 main:574] : INFO : Epoch 1006 | loss: 0.0311395 | val_loss: 0.0311626 | Time: 1897.93 ms
[2021-01-23 04:25:40 main:574] : INFO : Epoch 1007 | loss: 0.0311427 | val_loss: 0.0311687 | Time: 1738.22 ms
[2021-01-23 04:25:42 main:574] : INFO : Epoch 1008 | loss: 0.0311394 | val_loss: 0.0311618 | Time: 1844.53 ms
[2021-01-23 04:25:44 main:574] : INFO : Epoch 1009 | loss: 0.0311382 | val_loss: 0.0311639 | Time: 1868.27 ms
[2021-01-23 04:25:46 main:574] : INFO : Epoch 1010 | loss: 0.031139 | val_loss: 0.0311593 | Time: 1843.86 ms
[2021-01-23 04:25:48 main:574] : INFO : Epoch 1011 | loss: 0.031137 | val_loss: 0.0311631 | Time: 1826.16 ms
[2021-01-23 04:25:50 main:574] : INFO : Epoch 1012 | loss: 0.0311376 | val_loss: 0.0311637 | Time: 1806.13 ms
[2021-01-23 04:25:51 main:574] : INFO : Epoch 1013 | loss: 0.0311372 | val_loss: 0.031161 | Time: 1900.53 ms
[2021-01-23 04:25:53 main:574] : INFO : Epoch 1014 | loss: 0.0311369 | val_loss: 0.0311625 | Time: 1891.25 ms
[2021-01-23 04:25:55 main:574] : INFO : Epoch 1015 | loss: 0.0311375 | val_loss: 0.0311609 | Time: 1872.43 ms
[2021-01-23 04:25:57 main:574] : INFO : Epoch 1016 | loss: 0.0311394 | val_loss: 0.0311644 | Time: 1872.47 ms
[2021-01-23 04:25:59 main:574] : INFO : Epoch 1017 | loss: 0.0311386 | val_loss: 0.0311657 | Time: 1840.97 ms
[2021-01-23 04:26:01 main:574] : INFO : Epoch 1018 | loss: 0.0311378 | val_loss: 0.0311634 | Time: 1822.99 ms
[2021-01-23 04:26:03 main:574] : INFO : Epoch 1019 | loss: 0.0311387 | val_loss: 0.031161 | Time: 1855.14 ms
[2021-01-23 04:26:05 main:574] : INFO : Epoch 1020 | loss: 0.0311375 | val_loss: 0.0311715 | Time: 1896.74 ms
[2021-01-23 04:26:06 main:574] : INFO : Epoch 1021 | loss: 0.031142 | val_loss: 0.0311616 | Time: 1748.34 ms
[2021-01-23 04:26:08 main:574] : INFO : Epoch 1022 | loss: 0.031141 | val_loss: 0.0311647 | Time: 1848.51 ms
[2021-01-23 04:26:10 main:574] : INFO : Epoch 1023 | loss: 0.0311382 | val_loss: 0.031163 | Time: 1852.03 ms
[2021-01-23 04:26:12 main:574] : INFO : Epoch 1024 | loss: 0.0311363 | val_loss: 0.0311622 | Time: 1858.3 ms
[2021-01-23 04:26:12 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311622
[2021-01-23 04:26:12 main:603] : INFO : Saving end state to config to file
[2021-01-23 04:26:12 main:608] : INFO : Success, exiting..
04:26:12 (25876): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)