Task 3323451
| Name | ParityModified-1605453760-24740-6_1 |
| Workunit | 1582798 |
| Created | 18 Dec 2020, 2:42:57 UTC |
| Sent | 18 Dec 2020, 5:56:00 UTC |
| Report deadline | 25 Dec 2020, 5:56:00 UTC |
| Received | 18 Dec 2020, 13:55:21 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 1545 |
| Run time | 29 min 59 sec |
| CPU time | 28 min 41 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 4,174.72 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.55 GB |
| Peak swap size | 3.49 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> n:574] : INFO : Epoch 514 | loss: 0.0311267 | val_loss: 0.0311448 | Time: 1740.02 ms [2020-12-18 15:39:25 main:574] : INFO : Epoch 515 | loss: 0.0311255 | val_loss: 0.031144 | Time: 1675.27 ms [2020-12-18 15:39:27 main:574] : INFO : Epoch 516 | loss: 0.0311272 | val_loss: 0.0311496 | Time: 1667.22 ms [2020-12-18 15:39:29 main:574] : INFO : Epoch 517 | loss: 0.0311278 | val_loss: 0.0311471 | Time: 1711.88 ms [2020-12-18 15:39:30 main:574] : INFO : Epoch 518 | loss: 0.0311253 | val_loss: 0.031148 | Time: 1668.58 ms [2020-12-18 15:39:32 main:574] : INFO : Epoch 519 | loss: 0.0311246 | val_loss: 0.0311449 | Time: 1705.34 ms [2020-12-18 15:39:34 main:574] : INFO : Epoch 520 | loss: 0.031124 | val_loss: 0.0311445 | Time: 1674.17 ms [2020-12-18 15:39:36 main:574] : INFO : Epoch 521 | loss: 0.0311235 | val_loss: 0.0311492 | Time: 1679.28 ms [2020-12-18 15:39:37 main:574] : INFO : Epoch 522 | loss: 0.0311241 | val_loss: 0.0311489 | Time: 1680.31 ms [2020-12-18 15:39:39 main:574] : INFO : Epoch 523 | loss: 0.031124 | val_loss: 0.0311469 | Time: 1665.3 ms [2020-12-18 15:39:41 main:574] : INFO : Epoch 524 | loss: 0.031122 | val_loss: 0.0311451 | Time: 1687.53 ms [2020-12-18 15:39:42 main:574] : INFO : Epoch 525 | loss: 0.0311209 | val_loss: 0.0311457 | Time: 1671.5 ms [2020-12-18 15:39:44 main:574] : INFO : Epoch 526 | loss: 0.0311211 | val_loss: 0.0311449 | Time: 1670.01 ms [2020-12-18 15:39:46 main:574] : INFO : Epoch 527 | loss: 0.0311221 | val_loss: 0.0311434 | Time: 1679.53 ms [2020-12-18 15:39:48 main:574] : INFO : Epoch 528 | loss: 0.0311215 | val_loss: 0.0311466 | Time: 1678.75 ms [2020-12-18 15:39:49 main:574] : INFO : Epoch 529 | loss: 0.0311241 | val_loss: 0.0311455 | Time: 1668.64 ms [2020-12-18 15:39:51 main:574] : INFO : Epoch 530 | loss: 0.0311218 | val_loss: 0.0311471 | Time: 1651.91 ms [2020-12-18 15:39:53 main:574] : INFO : Epoch 531 | loss: 0.0311227 | val_loss: 0.0311487 | Time: 1747.39 ms [2020-12-18 15:39:55 main:574] : INFO : Epoch 532 | loss: 0.0311233 | val_loss: 0.0311457 | Time: 1677.5 ms [2020-12-18 15:39:56 main:574] : INFO : Epoch 533 | loss: 0.0311277 | val_loss: 0.0311429 | Time: 1701.93 ms [2020-12-18 15:39:58 main:574] : INFO : Epoch 534 | loss: 0.0311308 | val_loss: 0.0311502 | Time: 1722.37 ms [2020-12-18 15:40:00 main:574] : INFO : Epoch 535 | loss: 0.0311275 | val_loss: 0.031148 | Time: 1635.65 ms [2020-12-18 15:40:02 main:574] : INFO : Epoch 536 | loss: 0.0311255 | val_loss: 0.0311446 | Time: 1700.02 ms [2020-12-18 15:40:03 main:574] : INFO : Epoch 537 | loss: 0.0311252 | val_loss: 0.031145 | Time: 1695.06 ms [2020-12-18 15:40:05 main:574] : INFO : Epoch 538 | loss: 0.0311245 | val_loss: 0.0311471 | Time: 1686.82 ms [2020-12-18 15:40:07 main:574] : INFO : Epoch 539 | loss: 0.0311254 | val_loss: 0.0311471 | Time: 1684.96 ms [2020-12-18 15:40:09 main:574] : INFO : Epoch 540 | loss: 0.031128 | val_loss: 0.0311518 | Time: 1743.39 ms [2020-12-18 15:40:10 main:574] : INFO : Epoch 541 | loss: 0.0311267 | val_loss: 0.0311535 | Time: 1647.02 ms [2020-12-18 15:40:12 main:574] : INFO : Epoch 542 | loss: 0.0311259 | val_loss: 0.0311503 | Time: 1682.24 ms [2020-12-18 15:40:14 main:574] : INFO : Epoch 543 | loss: 0.0311265 | val_loss: 0.0311488 | Time: 1692.29 ms [2020-12-18 15:40:15 main:574] : INFO : Epoch 544 | loss: 0.0311269 | val_loss: 0.0311505 | Time: 1681.72 ms [2020-12-18 15:40:17 main:574] : INFO : Epoch 545 | loss: 0.031124 | val_loss: 0.0311457 | Time: 1672.53 ms [2020-12-18 15:40:19 main:574] : INFO : Epoch 546 | loss: 0.0311238 | val_loss: 0.0311448 | Time: 1700.11 ms [2020-12-18 15:40:21 main:574] : INFO : Epoch 547 | loss: 0.0311305 | val_loss: 0.031142 | Time: 1693.54 ms [2020-12-18 15:40:22 main:574] : INFO : Epoch 548 | loss: 0.0311323 | val_loss: 0.0311426 | Time: 1714.4 ms [2020-12-18 15:40:24 main:574] : INFO : Epoch 549 | loss: 0.0311311 | val_loss: 0.0311443 | Time: 1670.61 ms [2020-12-18 15:40:26 main:574] : INFO : Epoch 550 | loss: 0.0311295 | val_loss: 0.0311473 | Time: 1696.36 ms [2020-12-18 15:40:28 main:574] : INFO : Epoch 551 | loss: 0.0311277 | val_loss: 0.0311482 | Time: 1695.75 ms [2020-12-18 15:40:29 main:574] : INFO : Epoch 552 | loss: 0.0311268 | val_loss: 0.0311495 | Time: 1665.56 ms [2020-12-18 15:40:31 main:574] : INFO : Epoch 553 | loss: 0.0311259 | val_loss: 0.0311463 | Time: 1679.82 ms [2020-12-18 15:40:33 main:574] : INFO : Epoch 554 | loss: 0.0311269 | val_loss: 0.0311567 | Time: 1665.18 ms [2020-12-18 15:40:35 main:574] : INFO : Epoch 555 | loss: 0.0311275 | val_loss: 0.0311484 | Time: 1770.72 ms [2020-12-18 15:40:36 main:574] : INFO : Epoch 556 | loss: 0.0311333 | val_loss: 0.0311532 | Time: 1678.02 ms [2020-12-18 15:40:38 main:574] : INFO : Epoch 557 | loss: 0.0311419 | val_loss: 0.0311497 | Time: 1691.72 ms [2020-12-18 15:40:40 main:574] : INFO : Epoch 558 | loss: 0.0311396 | val_loss: 0.0311536 | Time: 1692.73 ms [2020-12-18 15:40:42 main:574] : INFO : Epoch 559 | loss: 0.031143 | val_loss: 0.0311501 | Time: 1697.88 ms [2020-12-18 15:40:43 main:574] : INFO : Epoch 560 | loss: 0.0311368 | val_loss: 0.0311486 | Time: 1667.89 ms [2020-12-18 15:40:45 main:574] : INFO : Epoch 561 | loss: 0.0311342 | val_loss: 0.0311513 | Time: 1707.12 ms [2020-12-18 15:40:47 main:574] : INFO : Epoch 562 | loss: 0.0311354 | val_loss: 0.0311479 | Time: 1683.5 ms [2020-12-18 15:40:48 main:574] : INFO : Epoch 563 | loss: 0.0311364 | val_loss: 0.031143 | Time: 1670.43 ms [2020-12-18 15:40:50 main:574] : INFO : Epoch 564 | loss: 0.0311325 | val_loss: 0.031148 | Time: 1649.38 ms [2020-12-18 15:40:52 main:574] : INFO : Epoch 565 | loss: 0.03113 | val_loss: 0.0311447 | Time: 1680.99 ms [2020-12-18 15:40:54 main:574] : INFO : Epoch 566 | loss: 0.0311298 | val_loss: 0.0311439 | Time: 1714.72 ms [2020-12-18 15:40:55 main:574] : INFO : Epoch 567 | loss: 0.0311315 | val_loss: 0.0311527 | Time: 1690.13 ms [2020-12-18 15:40:57 main:574] : INFO : Epoch 568 | loss: 0.0311282 | val_loss: 0.0311416 | Time: 1719.64 ms [2020-12-18 15:40:59 main:574] : INFO : Epoch 569 | loss: 0.0311258 | val_loss: 0.0311408 | Time: 1749.61 ms [2020-12-18 15:41:01 main:574] : INFO : Epoch 570 | loss: 0.0311275 | val_loss: 0.0311448 | Time: 1653.91 ms [2020-12-18 15:41:02 main:574] : INFO : Epoch 571 | loss: 0.0311271 | val_loss: 0.0311432 | Time: 1686.9 ms [2020-12-18 15:41:04 main:574] : INFO : Epoch 572 | loss: 0.0311287 | val_loss: 0.0311432 | Time: 1684.48 ms [2020-12-18 15:41:06 main:574] : INFO : Epoch 573 | loss: 0.0311295 | val_loss: 0.0311453 | Time: 1684.19 ms [2020-12-18 15:41:08 main:574] : INFO : Epoch 574 | loss: 0.0311266 | val_loss: 0.0311422 | Time: 1666.3 ms [2020-12-18 15:41:09 main:574] : INFO : Epoch 575 | loss: 0.0311245 | val_loss: 0.0311411 | Time: 1682.25 ms [2020-12-18 15:41:11 main:574] : INFO : Epoch 576 | loss: 0.0311244 | val_loss: 0.0311411 | Time: 1661.61 ms [2020-12-18 15:41:13 main:574] : INFO : Epoch 577 | loss: 0.0311232 | val_loss: 0.0311408 | Time: 1658.83 ms [2020-12-18 15:41:14 main:574] : INFO : Epoch 578 | loss: 0.0311234 | val_loss: 0.0311438 | Time: 1690.53 ms [2020-12-18 15:41:16 main:574] : INFO : Epoch 579 | loss: 0.0311239 | val_loss: 0.0311421 | Time: 1708.97 ms [2020-12-18 15:41:18 main:574] : INFO : Epoch 580 | loss: 0.0311245 | val_loss: 0.0311436 | Time: 1669.41 ms [2020-12-18 15:41:20 main:574] : INFO : Epoch 581 | loss: 0.0311242 | val_loss: 0.0311432 | Time: 1642.36 ms [2020-12-18 15:41:21 main:574] : INFO : Epoch 582 | loss: 0.0311238 | val_loss: 0.0311442 | Time: 1694.47 ms [2020-12-18 15:41:23 main:574] : INFO : Epoch 583 | loss: 0.0311236 | val_loss: 0.0311427 | Time: 1688.16 ms [2020-12-18 15:41:25 main:574] : INFO : Epoch 584 | loss: 0.0311228 | val_loss: 0.0311489 | Time: 1672.81 ms [2020-12-18 15:41:26 main:574] : INFO : Epoch 585 | loss: 0.0311269 | val_loss: 0.0311509 | Time: 1691.23 ms [2020-12-18 15:41:28 main:574] : INFO : Epoch 586 | loss: 0.0311219 | val_loss: 0.0311467 | Time: 1710.5 ms [2020-12-18 15:41:30 main:574] : INFO : Epoch 587 | loss: 0.031121 | val_loss: 0.0311467 | Time: 1668.44 ms [2020-12-18 15:41:32 main:574] : INFO : Epoch 588 | loss: 0.0311205 | val_loss: 0.0311446 | Time: 1683.8 ms [2020-12-18 15:41:33 main:574] : INFO : Epoch 589 | loss: 0.0311208 | val_loss: 0.0311504 | Time: 1732.09 ms [2020-12-18 15:41:35 main:574] : INFO : Epoch 590 | loss: 0.0311212 | val_loss: 0.0311453 | Time: 1740.9 ms [2020-12-18 15:41:37 main:574] : INFO : Epoch 591 | loss: 0.0311202 | val_loss: 0.0311438 | Time: 1651.45 ms [2020-12-18 15:41:39 main:574] : INFO : Epoch 592 | loss: 0.0311205 | val_loss: 0.0311459 | Time: 1648.71 ms [2020-12-18 15:41:40 main:574] : INFO : Epoch 593 | loss: 0.0311182 | val_loss: 0.0311443 | Time: 1642.13 ms [2020-12-18 15:41:42 main:574] : INFO : Epoch 594 | loss: 0.0311179 | val_loss: 0.0311435 | Time: 1733.51 ms [2020-12-18 15:41:44 main:574] : INFO : Epoch 595 | loss: 0.0311175 | val_loss: 0.031147 | Time: 1677.45 ms [2020-12-18 15:41:46 main:574] : INFO : Epoch 596 | loss: 0.0311176 | val_loss: 0.0311445 | Time: 1694.2 ms [2020-12-18 15:41:47 main:574] : INFO : Epoch 597 | loss: 0.0311168 | val_loss: 0.0311443 | Time: 1685.45 ms [2020-12-18 15:41:49 main:574] : INFO : Epoch 598 | loss: 0.0311165 | val_loss: 0.0311436 | Time: 1697.42 ms [2020-12-18 15:41:51 main:574] : INFO : Epoch 599 | loss: 0.0311158 | val_loss: 0.0311449 | Time: 1685.42 ms [2020-12-18 15:41:52 main:574] : INFO : Epoch 600 | loss: 0.0311151 | val_loss: 0.0311467 | Time: 1668.52 ms [2020-12-18 15:41:54 main:574] : INFO : Epoch 601 | loss: 0.0311145 | val_loss: 0.031143 | Time: 1687.59 ms [2020-12-18 15:41:56 main:574] : INFO : Epoch 602 | loss: 0.0311139 | val_loss: 0.0311422 | Time: 1723 ms [2020-12-18 15:41:58 main:574] : INFO : Epoch 603 | loss: 0.031113 | val_loss: 0.031145 | Time: 1707.69 ms [2020-12-18 15:41:59 main:574] : INFO : Epoch 604 | loss: 0.0311162 | val_loss: 0.0311447 | Time: 1679.45 ms [2020-12-18 15:42:01 main:574] : INFO : Epoch 605 | loss: 0.031114 | val_loss: 0.0311468 | Time: 1650.83 ms [2020-12-18 15:42:03 main:574] : INFO : Epoch 606 | loss: 0.0311137 | val_loss: 0.0311484 | Time: 1697.27 ms [2020-12-18 15:42:05 main:574] : INFO : Epoch 607 | loss: 0.0311126 | val_loss: 0.031146 | Time: 1690.11 ms [2020-12-18 15:42:06 main:574] : INFO : Epoch 608 | loss: 0.0311135 | val_loss: 0.0311496 | Time: 1663.33 ms [2020-12-18 15:42:08 main:574] : INFO : Epoch 609 | loss: 0.0311137 | val_loss: 0.0311483 | Time: 1687.93 ms [2020-12-18 15:42:10 main:574] : INFO : Epoch 610 | loss: 0.0311145 | val_loss: 0.0311428 | Time: 1647.66 ms [2020-12-18 15:42:12 main:574] : INFO : Epoch 611 | loss: 0.0311137 | val_loss: 0.0311415 | Time: 1668.74 ms [2020-12-18 15:42:13 main:574] : INFO : Epoch 612 | loss: 0.0311149 | val_loss: 0.0311426 | Time: 1662.75 ms [2020-12-18 15:42:15 main:574] : INFO : Epoch 613 | loss: 0.0311127 | val_loss: 0.0311453 | Time: 1708.66 ms [2020-12-18 15:42:17 main:574] : INFO : Epoch 614 | loss: 0.0311118 | val_loss: 0.0311447 | Time: 1680.42 ms [2020-12-18 15:42:18 main:574] : INFO : Epoch 615 | loss: 0.031113 | val_loss: 0.0311509 | Time: 1711.01 ms [2020-12-18 15:42:20 main:574] : INFO : Epoch 616 | loss: 0.0311153 | val_loss: 0.0311479 | Time: 1655.55 ms [2020-12-18 15:42:22 main:574] : INFO : Epoch 617 | loss: 0.0311148 | val_loss: 0.0311452 | Time: 1657.95 ms [2020-12-18 15:42:24 main:574] : INFO : Epoch 618 | loss: 0.0311153 | val_loss: 0.0311404 | Time: 1668.93 ms [2020-12-18 15:42:25 main:574] : INFO : Epoch 619 | loss: 0.0311151 | val_loss: 0.0311433 | Time: 1721.14 ms [2020-12-18 15:42:27 main:574] : INFO : Epoch 620 | loss: 0.0311125 | val_loss: 0.0311425 | Time: 1675.54 ms [2020-12-18 15:42:29 main:574] : INFO : Epoch 621 | loss: 0.0311108 | val_loss: 0.0311452 | Time: 1696.84 ms [2020-12-18 15:42:30 main:574] : INFO : Epoch 622 | loss: 0.0311118 | val_loss: 0.0311508 | Time: 1656.69 ms [2020-12-18 15:42:32 main:574] : INFO : Epoch 623 | loss: 0.0311128 | val_loss: 0.0311441 | Time: 1698.54 ms [2020-12-18 15:42:34 main:574] : INFO : Epoch 624 | loss: 0.0311138 | val_loss: 0.0311427 | Time: 1715.4 ms [2020-12-18 15:42:36 main:574] : INFO : Epoch 625 | loss: 0.0311171 | val_loss: 0.0311397 | Time: 1692.44 ms [2020-12-18 15:42:37 main:574] : INFO : Epoch 626 | loss: 0.0311144 | val_loss: 0.0311429 | Time: 1694.3 ms [2020-12-18 15:42:39 main:574] : INFO : Epoch 627 | loss: 0.0311141 | val_loss: 0.0311432 | Time: 1682.7 ms [2020-12-18 15:42:41 main:574] : INFO : Epoch 628 | loss: 0.031113 | val_loss: 0.0311441 | Time: 1654.84 ms [2020-12-18 15:42:43 main:574] : INFO : Epoch 629 | loss: 0.0311125 | val_loss: 0.0311395 | Time: 1666.89 ms [2020-12-18 15:42:44 main:574] : INFO : Epoch 630 | loss: 0.031111 | val_loss: 0.0311412 | Time: 1691.41 ms [2020-12-18 15:42:46 main:574] : INFO : Epoch 631 | loss: 0.0311159 | val_loss: 0.0311443 | Time: 1689.59 ms [2020-12-18 15:42:48 main:574] : INFO : Epoch 632 | loss: 0.0311163 | val_loss: 0.0311379 | Time: 1657.99 ms [2020-12-18 15:42:49 main:574] : INFO : Epoch 633 | loss: 0.0311127 | val_loss: 0.0311374 | Time: 1645.39 ms [2020-12-18 15:42:51 main:574] : INFO : Epoch 634 | loss: 0.0311126 | val_loss: 0.0311377 | Time: 1680.81 ms [2020-12-18 15:42:53 main:574] : INFO : Epoch 635 | loss: 0.0311136 | val_loss: 0.0311401 | Time: 1687.05 ms [2020-12-18 15:42:55 main:574] : INFO : Epoch 636 | loss: 0.0311111 | val_loss: 0.0311427 | Time: 1683.5 ms [2020-12-18 15:42:56 main:574] : INFO : Epoch 637 | loss: 0.0311114 | val_loss: 0.03114 | Time: 1669.22 ms [2020-12-18 15:42:58 main:574] : INFO : Epoch 638 | loss: 0.0311131 | val_loss: 0.0311391 | Time: 1712 ms [2020-12-18 15:43:00 main:574] : INFO : Epoch 639 | loss: 0.0311148 | val_loss: 0.0311371 | Time: 1641.59 ms [2020-12-18 15:43:02 main:574] : INFO : Epoch 640 | loss: 0.0311108 | val_loss: 0.0311415 | Time: 1662.77 ms [2020-12-18 15:43:03 main:574] : INFO : Epoch 641 | loss: 0.0311132 | val_loss: 0.0311501 | Time: 1679.2 ms [2020-12-18 15:43:05 main:574] : INFO : Epoch 642 | loss: 0.0311092 | val_loss: 0.0311453 | Time: 1657.9 ms [2020-12-18 15:43:07 main:574] : INFO : Epoch 643 | loss: 0.0311096 | val_loss: 0.0311443 | Time: 1651.77 ms [2020-12-18 15:43:08 main:574] : INFO : Epoch 644 | loss: 0.031109 | val_loss: 0.0311413 | Time: 1670.26 ms [2020-12-18 15:43:10 main:574] : INFO : Epoch 645 | loss: 0.0311077 | val_loss: 0.0311407 | Time: 1644.35 ms [2020-12-18 15:43:12 main:574] : INFO : Epoch 646 | loss: 0.0311143 | val_loss: 0.0311416 | Time: 1662.67 ms [2020-12-18 15:43:14 main:574] : INFO : Epoch 647 | loss: 0.0311175 | val_loss: 0.0311478 | Time: 1665.04 ms [2020-12-18 15:43:15 main:574] : INFO : Epoch 648 | loss: 0.031116 | val_loss: 0.0311434 | Time: 1690.39 ms [2020-12-18 15:43:17 main:574] : INFO : Epoch 649 | loss: 0.0311155 | val_loss: 0.0311413 | Time: 1667.37 ms [2020-12-18 15:43:19 main:574] : INFO : Epoch 650 | loss: 0.0311133 | val_loss: 0.0311414 | Time: 1716.44 ms [2020-12-18 15:43:20 main:574] : INFO : Epoch 651 | loss: 0.0311119 | val_loss: 0.031142 | Time: 1659.9 ms [2020-12-18 15:43:22 main:574] : INFO : Epoch 652 | loss: 0.0311117 | val_loss: 0.0311451 | Time: 1686.79 ms [2020-12-18 15:43:24 main:574] : INFO : Epoch 653 | loss: 0.0311127 | val_loss: 0.031144 | Time: 1687.07 ms [2020-12-18 15:43:26 main:574] : INFO : Epoch 654 | loss: 0.0311107 | val_loss: 0.0311455 | Time: 1706.21 ms [2020-12-18 15:43:27 main:574] : INFO : Epoch 655 | loss: 0.0311127 | val_loss: 0.0311463 | Time: 1656.24 ms [2020-12-18 15:43:29 main:574] : INFO : Epoch 656 | loss: 0.0311122 | val_loss: 0.0311453 | Time: 1658.39 ms [2020-12-18 15:43:31 main:574] : INFO : Epoch 657 | loss: 0.031112 | val_loss: 0.0311449 | Time: 1669.94 ms [2020-12-18 15:43:32 main:574] : INFO : Epoch 658 | loss: 0.0311156 | val_loss: 0.0311414 | Time: 1708.14 ms [2020-12-18 15:43:34 main:574] : INFO : Epoch 659 | loss: 0.0311159 | val_loss: 0.0311438 | Time: 1719.61 ms [2020-12-18 15:43:36 main:574] : INFO : Epoch 660 | loss: 0.0311162 | val_loss: 0.0311462 | Time: 1684.39 ms [2020-12-18 15:43:38 main:574] : INFO : Epoch 661 | loss: 0.0311232 | val_loss: 0.0311459 | Time: 1675.8 ms [2020-12-18 15:43:39 main:574] : INFO : Epoch 662 | loss: 0.0311191 | val_loss: 0.0311377 | Time: 1648.98 ms [2020-12-18 15:43:41 main:574] : INFO : Epoch 663 | loss: 0.0311192 | val_loss: 0.0311444 | Time: 1700.03 ms [2020-12-18 15:43:43 main:574] : INFO : Epoch 664 | loss: 0.031131 | val_loss: 0.031148 | Time: 1688.7 ms [2020-12-18 15:43:45 main:574] : INFO : Epoch 665 | loss: 0.0311292 | val_loss: 0.0311487 | Time: 1720.18 ms [2020-12-18 15:43:46 main:574] : INFO : Epoch 666 | loss: 0.0311314 | val_loss: 0.0311489 | Time: 1725.73 ms [2020-12-18 15:43:48 main:574] : INFO : Epoch 667 | loss: 0.0311356 | val_loss: 0.0311475 | Time: 1689.94 ms [2020-12-18 15:43:50 main:574] : INFO : Epoch 668 | loss: 0.0311369 | val_loss: 0.0311458 | Time: 1659.38 ms [2020-12-18 15:43:52 main:574] : INFO : Epoch 669 | loss: 0.0311359 | val_loss: 0.0311471 | Time: 1690.7 ms [2020-12-18 15:43:53 main:574] : INFO : Epoch 670 | loss: 0.0311357 | val_loss: 0.0311456 | Time: 1691.04 ms [2020-12-18 15:43:55 main:574] : INFO : Epoch 671 | loss: 0.0311336 | val_loss: 0.0311448 | Time: 1692.47 ms [2020-12-18 15:43:57 main:574] : INFO : Epoch 672 | loss: 0.0311298 | val_loss: 0.031144 | Time: 1677.82 ms [2020-12-18 15:43:58 main:574] : INFO : Epoch 673 | loss: 0.0311272 | val_loss: 0.0311446 | Time: 1689.66 ms [2020-12-18 15:44:00 main:574] : INFO : Epoch 674 | loss: 0.0311275 | val_loss: 0.0311458 | Time: 1640.46 ms [2020-12-18 15:44:02 main:574] : INFO : Epoch 675 | loss: 0.0311257 | val_loss: 0.0311424 | Time: 1696.29 ms [2020-12-18 15:44:04 main:574] : INFO : Epoch 676 | loss: 0.031125 | val_loss: 0.0311411 | Time: 1683.58 ms [2020-12-18 15:44:05 main:574] : INFO : Epoch 677 | loss: 0.0311253 | val_loss: 0.0311413 | Time: 1693.4 ms [2020-12-18 15:44:07 main:574] : INFO : Epoch 678 | loss: 0.0311255 | val_loss: 0.0311432 | Time: 1676.17 ms [2020-12-18 15:44:09 main:574] : INFO : Epoch 679 | loss: 0.0311249 | val_loss: 0.031143 | Time: 1719.52 ms [2020-12-18 15:44:11 main:574] : INFO : Epoch 680 | loss: 0.0311261 | val_loss: 0.0311397 | Time: 1669.14 ms [2020-12-18 15:44:12 main:574] : INFO : Epoch 681 | loss: 0.0311235 | val_loss: 0.0311398 | Time: 1723.9 ms [2020-12-18 15:44:14 main:574] : INFO : Epoch 682 | loss: 0.0311238 | val_loss: 0.0311422 | Time: 1668.97 ms [2020-12-18 15:44:16 main:574] : INFO : Epoch 683 | loss: 0.031125 | val_loss: 0.0311391 | Time: 1673.37 ms [2020-12-18 15:44:18 main:574] : INFO : Epoch 684 | loss: 0.0311257 | val_loss: 0.0311384 | Time: 1679.28 ms [2020-12-18 15:44:19 main:574] : INFO : Epoch 685 | loss: 0.0311277 | val_loss: 0.031142 | Time: 1668.23 ms [2020-12-18 15:44:21 main:574] : INFO : Epoch 686 | loss: 0.031124 | val_loss: 0.0311383 | Time: 1670.36 ms [2020-12-18 15:44:23 main:574] : INFO : Epoch 687 | loss: 0.0311234 | val_loss: 0.0311366 | Time: 1690.26 ms [2020-12-18 15:44:24 main:574] : INFO : Epoch 688 | loss: 0.0311232 | val_loss: 0.03114 | Time: 1691.94 ms [2020-12-18 15:44:26 main:574] : INFO : Epoch 689 | loss: 0.0311236 | val_loss: 0.0311425 | Time: 1677.1 ms [2020-12-18 15:44:28 main:574] : INFO : Epoch 690 | loss: 0.0311215 | val_loss: 0.0311403 | Time: 1716.61 ms [2020-12-18 15:44:30 main:574] : INFO : Epoch 691 | loss: 0.0311312 | val_loss: 0.0311428 | Time: 1671.13 ms [2020-12-18 15:44:31 main:574] : INFO : Epoch 692 | loss: 0.0311342 | val_loss: 0.0311488 | Time: 1669.93 ms [2020-12-18 15:44:33 main:574] : INFO : Epoch 693 | loss: 0.0311299 | val_loss: 0.0311429 | Time: 1673.2 ms [2020-12-18 15:44:35 main:574] : INFO : Epoch 694 | loss: 0.0311278 | val_loss: 0.0311416 | Time: 1691.72 ms [2020-12-18 15:44:37 main:574] : INFO : Epoch 695 | loss: 0.0311257 | val_loss: 0.0311421 | Time: 1669.36 ms [2020-12-18 15:44:38 main:574] : INFO : Epoch 696 | loss: 0.031124 | val_loss: 0.0311399 | Time: 1696.92 ms [2020-12-18 15:44:40 main:574] : INFO : Epoch 697 | loss: 0.0311226 | val_loss: 0.0311452 | Time: 1643.59 ms [2020-12-18 15:44:42 main:574] : INFO : Epoch 698 | loss: 0.0311231 | val_loss: 0.0311471 | Time: 1691.5 ms [2020-12-18 15:44:43 main:574] : INFO : Epoch 699 | loss: 0.0311217 | val_loss: 0.0311452 | Time: 1656.93 ms [2020-12-18 15:44:45 main:574] : INFO : Epoch 700 | loss: 0.0311228 | val_loss: 0.031145 | Time: 1693.59 ms [2020-12-18 15:44:47 main:574] : INFO : Epoch 701 | loss: 0.0311207 | val_loss: 0.0311447 | Time: 1680.74 ms [2020-12-18 15:44:49 main:574] : INFO : Epoch 702 | loss: 0.031121 | val_loss: 0.0311458 | Time: 1722.31 ms [2020-12-18 15:44:50 main:574] : INFO : Epoch 703 | loss: 0.03112 | val_loss: 0.0311454 | Time: 1665.39 ms [2020-12-18 15:44:52 main:574] : INFO : Epoch 704 | loss: 0.0311201 | val_loss: 0.0311454 | Time: 1679.85 ms [2020-12-18 15:44:54 main:574] : INFO : Epoch 705 | loss: 0.0311221 | val_loss: 0.03115 | Time: 1690.82 ms [2020-12-18 15:44:56 main:574] : INFO : Epoch 706 | loss: 0.0311236 | val_loss: 0.0311485 | Time: 1663.04 ms [2020-12-18 15:44:57 main:574] : INFO : Epoch 707 | loss: 0.0311235 | val_loss: 0.0311514 | Time: 1696.61 ms [2020-12-18 15:44:59 main:574] : INFO : Epoch 708 | loss: 0.0311253 | val_loss: 0.031145 | Time: 1689.65 ms [2020-12-18 15:45:01 main:574] : INFO : Epoch 709 | loss: 0.0311194 | val_loss: 0.03114 | Time: 1668.55 ms [2020-12-18 15:45:02 main:574] : INFO : Epoch 710 | loss: 0.0311175 | val_loss: 0.031143 | Time: 1693.37 ms [2020-12-18 15:45:04 main:574] : INFO : Epoch 711 | loss: 0.0311175 | val_loss: 0.0311436 | Time: 1721.57 ms [2020-12-18 15:45:06 main:574] : INFO : Epoch 712 | loss: 0.0311172 | val_loss: 0.0311434 | Time: 1710.95 ms [2020-12-18 15:45:08 main:574] : INFO : Epoch 713 | loss: 0.0311172 | val_loss: 0.0311458 | Time: 1676.52 ms [2020-12-18 15:45:09 main:574] : INFO : Epoch 714 | loss: 0.0311214 | val_loss: 0.0311469 | Time: 1647.56 ms [2020-12-18 15:45:11 main:574] : INFO : Epoch 715 | loss: 0.0311193 | val_loss: 0.0311405 | Time: 1687.81 ms [2020-12-18 15:45:13 main:574] : INFO : Epoch 716 | loss: 0.0311191 | val_loss: 0.0311439 | Time: 1706.69 ms [2020-12-18 15:45:15 main:574] : INFO : Epoch 717 | loss: 0.0311188 | val_loss: 0.0311436 | Time: 1674.32 ms [2020-12-18 15:45:16 main:574] : INFO : Epoch 718 | loss: 0.0311169 | val_loss: 0.0311432 | Time: 1677.5 ms [2020-12-18 15:45:18 main:574] : INFO : Epoch 719 | loss: 0.0311158 | val_loss: 0.031148 | Time: 1679.69 ms [2020-12-18 15:45:20 main:574] : INFO : Epoch 720 | loss: 0.0311157 | val_loss: 0.0311455 | Time: 1653.04 ms [2020-12-18 15:45:21 main:574] : INFO : Epoch 721 | loss: 0.0311152 | val_loss: 0.0311413 | Time: 1672.98 ms [2020-12-18 15:45:23 main:574] : INFO : Epoch 722 | loss: 0.0311159 | val_loss: 0.0311455 | Time: 1680.94 ms [2020-12-18 15:45:25 main:574] : INFO : Epoch 723 | loss: 0.0311197 | val_loss: 0.0311456 | Time: 1697.08 ms [2020-12-18 15:45:27 main:574] : INFO : Epoch 724 | loss: 0.0311236 | val_loss: 0.0311451 | Time: 1706.8 ms [2020-12-18 15:45:28 main:574] : INFO : Epoch 725 | loss: 0.0311262 | val_loss: 0.031149 | Time: 1676.76 ms [2020-12-18 15:45:30 main:574] : INFO : Epoch 726 | loss: 0.0311271 | val_loss: 0.0311487 | Time: 1646.93 ms [2020-12-18 15:45:32 main:574] : INFO : Epoch 727 | loss: 0.0311279 | val_loss: 0.0311471 | Time: 1660.84 ms [2020-12-18 15:45:34 main:574] : INFO : Epoch 728 | loss: 0.031124 | val_loss: 0.0311444 | Time: 1711.41 ms [2020-12-18 15:45:35 main:574] : INFO : Epoch 729 | loss: 0.0311271 | val_loss: 0.0311432 | Time: 1712.59 ms [2020-12-18 15:45:37 main:574] : INFO : Epoch 730 | loss: 0.0311245 | val_loss: 0.0311434 | Time: 1684.66 ms [2020-12-18 15:45:39 main:574] : INFO : Epoch 731 | loss: 0.0311209 | val_loss: 0.0311444 | Time: 1678.7 ms [2020-12-18 15:45:41 main:574] : INFO : Epoch 732 | loss: 0.0311233 | val_loss: 0.0311509 | Time: 1672.62 ms [2020-12-18 15:45:42 main:574] : INFO : Epoch 733 | loss: 0.0311224 | val_loss: 0.0311426 | Time: 1697.78 ms [2020-12-18 15:45:44 main:574] : INFO : Epoch 734 | loss: 0.0311202 | val_loss: 0.031147 | Time: 1704.47 ms [2020-12-18 15:45:46 main:574] : INFO : Epoch 735 | loss: 0.0311193 | val_loss: 0.0311456 | Time: 1709.87 ms [2020-12-18 15:45:48 main:574] : INFO : Epoch 736 | loss: 0.0311212 | val_loss: 0.0311446 | Time: 1690.93 ms [2020-12-18 15:45:49 main:574] : INFO : Epoch 737 | loss: 0.0311225 | val_loss: 0.0311449 | Time: 1677.59 ms [2020-12-18 15:45:51 main:574] : INFO : Epoch 738 | loss: 0.0311191 | val_loss: 0.0311398 | Time: 1676.47 ms [2020-12-18 15:45:53 main:574] : INFO : Epoch 739 | loss: 0.0311181 | val_loss: 0.031143 | Time: 1731.7 ms [2020-12-18 15:45:55 main:574] : INFO : Epoch 740 | loss: 0.0311194 | val_loss: 0.0311416 | Time: 1685.18 ms [2020-12-18 15:45:56 main:574] : INFO : Epoch 741 | loss: 0.0311183 | val_loss: 0.0311425 | Time: 1698.11 ms [2020-12-18 15:45:58 main:574] : INFO : Epoch 742 | loss: 0.0311212 | val_loss: 0.0311426 | Time: 1762.11 ms [2020-12-18 15:46:00 main:574] : INFO : Epoch 743 | loss: 0.0311162 | val_loss: 0.031145 | Time: 1654.59 ms [2020-12-18 15:46:02 main:574] : INFO : Epoch 744 | loss: 0.0311171 | val_loss: 0.0311442 | Time: 1714.29 ms [2020-12-18 15:46:03 main:574] : INFO : Epoch 745 | loss: 0.031122 | val_loss: 0.0311426 | Time: 1704.13 ms [2020-12-18 15:46:05 main:574] : INFO : Epoch 746 | loss: 0.0311226 | val_loss: 0.0311439 | Time: 1675.44 ms [2020-12-18 15:46:07 main:574] : INFO : Epoch 747 | loss: 0.0311227 | val_loss: 0.0311409 | Time: 1697.51 ms [2020-12-18 15:46:08 main:574] : INFO : Epoch 748 | loss: 0.0311237 | val_loss: 0.0311401 | Time: 1680.68 ms [2020-12-18 15:46:10 main:574] : INFO : Epoch 749 | loss: 0.0311231 | val_loss: 0.031139 | Time: 1654.12 ms [2020-12-18 15:46:12 main:574] : INFO : Epoch 750 | loss: 0.0311246 | val_loss: 0.0311381 | Time: 1689.64 ms [2020-12-18 15:46:14 main:574] : INFO : Epoch 751 | loss: 0.0311229 | val_loss: 0.0311406 | Time: 1657.11 ms [2020-12-18 15:46:15 main:574] : INFO : Epoch 752 | loss: 0.0311224 | val_loss: 0.0311393 | Time: 1676.17 ms [2020-12-18 15:46:17 main:574] : INFO : Epoch 753 | loss: 0.031125 | val_loss: 0.0311383 | Time: 1698.03 ms [2020-12-18 15:46:19 main:574] : INFO : Epoch 754 | loss: 0.0311241 | val_loss: 0.0311481 | Time: 1690.02 ms [2020-12-18 15:46:21 main:574] : INFO : Epoch 755 | loss: 0.0311245 | val_loss: 0.0311384 | Time: 1639.18 ms [2020-12-18 15:46:22 main:574] : INFO : Epoch 756 | loss: 0.0311242 | val_loss: 0.0311386 | Time: 1648.63 ms [2020-12-18 15:46:24 main:574] : INFO : Epoch 757 | loss: 0.0311226 | val_loss: 0.031138 | Time: 1673.94 ms [2020-12-18 15:46:26 main:574] : INFO : Epoch 758 | loss: 0.0311213 | val_loss: 0.0311418 | Time: 1682.35 ms [2020-12-18 15:46:27 main:574] : INFO : Epoch 759 | loss: 0.0311211 | val_loss: 0.0311426 | Time: 1655.17 ms [2020-12-18 15:46:29 main:574] : INFO : Epoch 760 | loss: 0.0311189 | val_loss: 0.0311376 | Time: 1642.28 ms [2020-12-18 15:46:31 main:574] : INFO : Epoch 761 | loss: 0.0311175 | val_loss: 0.0311396 | Time: 1683.83 ms [2020-12-18 15:46:33 main:574] : INFO : Epoch 762 | loss: 0.0311179 | val_loss: 0.03114 | Time: 1676.61 ms [2020-12-18 15:46:34 main:574] : INFO : Epoch 763 | loss: 0.0311159 | val_loss: 0.0311403 | Time: 1709.67 ms [2020-12-18 15:46:36 main:574] : INFO : Epoch 764 | loss: 0.0311173 | val_loss: 0.0311438 | Time: 1685.69 ms [2020-12-18 15:46:38 main:574] : INFO : Epoch 765 | loss: 0.0311187 | val_loss: 0.0311403 | Time: 1685.42 ms [2020-12-18 15:46:39 main:574] : INFO : Epoch 766 | loss: 0.0311193 | val_loss: 0.031142 | Time: 1651.58 ms [2020-12-18 15:46:41 main:574] : INFO : Epoch 767 | loss: 0.031122 | val_loss: 0.0311439 | Time: 1682.09 ms [2020-12-18 15:46:43 main:574] : INFO : Epoch 768 | loss: 0.0311179 | val_loss: 0.0311441 | Time: 1671.57 ms [2020-12-18 15:46:45 main:574] : INFO : Epoch 769 | loss: 0.0311199 | val_loss: 0.0311501 | Time: 1674.61 ms [2020-12-18 15:46:46 main:574] : INFO : Epoch 770 | loss: 0.0311208 | val_loss: 0.0311527 | Time: 1730.82 ms [2020-12-18 15:46:48 main:574] : INFO : Epoch 771 | loss: 0.0311169 | val_loss: 0.0311423 | Time: 1678.8 ms [2020-12-18 15:46:50 main:574] : INFO : Epoch 772 | loss: 0.0311134 | val_loss: 0.0311427 | Time: 1649.61 ms [2020-12-18 15:46:52 main:574] : INFO : Epoch 773 | loss: 0.0311129 | val_loss: 0.031145 | Time: 1665.54 ms [2020-12-18 15:46:53 main:574] : INFO : Epoch 774 | loss: 0.0311116 | val_loss: 0.0311399 | Time: 1710.82 ms [2020-12-18 15:46:55 main:574] : INFO : Epoch 775 | loss: 0.0311138 | val_loss: 0.0311386 | Time: 1700.16 ms [2020-12-18 15:46:57 main:574] : INFO : Epoch 776 | loss: 0.0311148 | val_loss: 0.0311391 | Time: 1710.14 ms [2020-12-18 15:46:59 main:574] : INFO : Epoch 777 | loss: 0.0311157 | val_loss: 0.0311383 | Time: 1708.66 ms [2020-12-18 15:47:00 main:574] : INFO : Epoch 778 | loss: 0.0311147 | val_loss: 0.0311386 | Time: 1670.92 ms [2020-12-18 15:47:02 main:574] : INFO : Epoch 779 | loss: 0.0311164 | val_loss: 0.0311417 | Time: 1667.82 ms [2020-12-18 15:47:04 main:574] : INFO : Epoch 780 | loss: 0.0311192 | val_loss: 0.0311405 | Time: 1692.73 ms [2020-12-18 15:47:05 main:574] : INFO : Epoch 781 | loss: 0.0311193 | val_loss: 0.0311464 | Time: 1709.74 ms [2020-12-18 15:47:07 main:574] : INFO : Epoch 782 | loss: 0.0311259 | val_loss: 0.0311493 | Time: 1680.6 ms [2020-12-18 15:47:09 main:574] : INFO : Epoch 783 | loss: 0.0311251 | val_loss: 0.0311411 | Time: 1647.11 ms [2020-12-18 15:47:11 main:574] : INFO : Epoch 784 | loss: 0.0311221 | val_loss: 0.031144 | Time: 1660.81 ms [2020-12-18 15:47:12 main:574] : INFO : Epoch 785 | loss: 0.0311206 | val_loss: 0.0311427 | Time: 1690.01 ms [2020-12-18 15:47:14 main:574] : INFO : Epoch 786 | loss: 0.0311254 | val_loss: 0.0311398 | Time: 1731.29 ms [2020-12-18 15:47:16 main:574] : INFO : Epoch 787 | loss: 0.0311264 | val_loss: 0.031139 | Time: 1674.26 ms [2020-12-18 15:47:18 main:574] : INFO : Epoch 788 | loss: 0.031125 | val_loss: 0.031139 | Time: 1655.98 ms [2020-12-18 15:47:19 main:574] : INFO : Epoch 789 | loss: 0.0311198 | val_loss: 0.0311391 | Time: 1653.4 ms [2020-12-18 15:47:21 main:574] : INFO : Epoch 790 | loss: 0.0311167 | val_loss: 0.0311394 | Time: 1665.58 ms [2020-12-18 15:47:23 main:574] : INFO : Epoch 791 | loss: 0.0311168 | val_loss: 0.0311402 | Time: 1706.9 ms [2020-12-18 15:47:24 main:574] : INFO : Epoch 792 | loss: 0.0311249 | val_loss: 0.0311402 | Time: 1685.85 ms [2020-12-18 15:47:26 main:574] : INFO : Epoch 793 | loss: 0.0311222 | val_loss: 0.0311403 | Time: 1685.79 ms [2020-12-18 15:47:28 main:574] : INFO : Epoch 794 | loss: 0.0311234 | val_loss: 0.0311436 | Time: 1710.09 ms [2020-12-18 15:47:30 main:574] : INFO : Epoch 795 | loss: 0.0311239 | val_loss: 0.0311387 | Time: 1661.17 ms [2020-12-18 15:47:31 main:574] : INFO : Epoch 796 | loss: 0.0311204 | val_loss: 0.0311379 | Time: 1701.27 ms [2020-12-18 15:47:33 main:574] : INFO : Epoch 797 | loss: 0.0311214 | val_loss: 0.0311384 | Time: 1690.48 ms [2020-12-18 15:47:35 main:574] : INFO : Epoch 798 | loss: 0.0311202 | val_loss: 0.0311409 | Time: 1713.76 ms [2020-12-18 15:47:37 main:574] : INFO : Epoch 799 | loss: 0.031117 | val_loss: 0.0311404 | Time: 1689.49 ms [2020-12-18 15:47:38 main:574] : INFO : Epoch 800 | loss: 0.0311211 | val_loss: 0.0311423 | Time: 1699.14 ms [2020-12-18 15:47:40 main:574] : INFO : Epoch 801 | loss: 0.0311204 | val_loss: 0.0311383 | Time: 1656.72 ms [2020-12-18 15:47:42 main:574] : INFO : Epoch 802 | loss: 0.0311167 | val_loss: 0.0311409 | Time: 1706.95 ms [2020-12-18 15:47:44 main:574] : INFO : Epoch 803 | loss: 0.0311145 | val_loss: 0.0311466 | Time: 1756.4 ms [2020-12-18 15:47:45 main:574] : INFO : Epoch 804 | loss: 0.0311134 | val_loss: 0.0311448 | Time: 1716.29 ms [2020-12-18 15:47:47 main:574] : INFO : Epoch 805 | loss: 0.0311172 | val_loss: 0.0311466 | Time: 1688.1 ms [2020-12-18 15:47:49 main:574] : INFO : Epoch 806 | loss: 0.0311206 | val_loss: 0.0311464 | Time: 1686.71 ms [2020-12-18 15:47:51 main:574] : INFO : Epoch 807 | loss: 0.0311233 | val_loss: 0.0311416 | Time: 1678.32 ms [2020-12-18 15:47:52 main:574] : INFO : Epoch 808 | loss: 0.03112 | val_loss: 0.0311423 | Time: 1662.81 ms [2020-12-18 15:47:54 main:574] : INFO : Epoch 809 | loss: 0.0311175 | val_loss: 0.0311447 | Time: 1701.16 ms [2020-12-18 15:47:56 main:574] : INFO : Epoch 810 | loss: 0.0311163 | val_loss: 0.0311461 | Time: 1681 ms [2020-12-18 15:47:57 main:574] : INFO : Epoch 811 | loss: 0.0311147 | val_loss: 0.031141 | Time: 1651.55 ms [2020-12-18 15:47:59 main:574] : INFO : Epoch 812 | loss: 0.0311134 | val_loss: 0.0311418 | Time: 1667.65 ms [2020-12-18 15:48:01 main:574] : INFO : Epoch 813 | loss: 0.0311128 | val_loss: 0.0311467 | Time: 1698.24 ms [2020-12-18 15:48:03 main:574] : INFO : Epoch 814 | loss: 0.0311115 | val_loss: 0.0311432 | Time: 1695.71 ms [2020-12-18 15:48:04 main:574] : INFO : Epoch 815 | loss: 0.03111 | val_loss: 0.0311405 | Time: 1663.29 ms [2020-12-18 15:48:06 main:574] : INFO : Epoch 816 | loss: 0.0311094 | val_loss: 0.0311413 | Time: 1718.08 ms [2020-12-18 15:48:08 main:574] : INFO : Epoch 817 | loss: 0.0311095 | val_loss: 0.0311378 | Time: 1696.18 ms [2020-12-18 15:48:10 main:574] : INFO : Epoch 818 | loss: 0.0311118 | val_loss: 0.0311414 | Time: 1678.68 ms [2020-12-18 15:48:11 main:574] : INFO : Epoch 819 | loss: 0.0311137 | val_loss: 0.0311491 | Time: 1705.71 ms [2020-12-18 15:48:13 main:574] : INFO : Epoch 820 | loss: 0.0311125 | val_loss: 0.0311439 | Time: 1690.51 ms [2020-12-18 15:48:15 main:574] : INFO : Epoch 821 | loss: 0.0311143 | val_loss: 0.0311393 | Time: 1710.46 ms [2020-12-18 15:48:16 main:574] : INFO : Epoch 822 | loss: 0.0311131 | val_loss: 0.0311409 | Time: 1669.24 ms [2020-12-18 15:48:18 main:574] : INFO : Epoch 823 | loss: 0.0311103 | val_loss: 0.0311419 | Time: 1694.03 ms [2020-12-18 15:48:20 main:574] : INFO : Epoch 824 | loss: 0.0311098 | val_loss: 0.0311402 | Time: 1662.31 ms [2020-12-18 15:48:22 main:574] : INFO : Epoch 825 | loss: 0.031108 | val_loss: 0.0311403 | Time: 1692.62 ms [2020-12-18 15:48:23 main:574] : INFO : Epoch 826 | loss: 0.0311081 | val_loss: 0.0311419 | Time: 1723.39 ms [2020-12-18 15:48:25 main:574] : INFO : Epoch 827 | loss: 0.0311117 | val_loss: 0.0311483 | Time: 1683.36 ms [2020-12-18 15:48:27 main:574] : INFO : Epoch 828 | loss: 0.0311076 | val_loss: 0.0311419 | Time: 1714.61 ms [2020-12-18 15:48:29 main:574] : INFO : Epoch 829 | loss: 0.0311087 | val_loss: 0.0311493 | Time: 1665.07 ms [2020-12-18 15:48:30 main:574] : INFO : Epoch 830 | loss: 0.0311107 | val_loss: 0.0311466 | Time: 1645.71 ms [2020-12-18 15:48:32 main:574] : INFO : Epoch 831 | loss: 0.0311091 | val_loss: 0.0311398 | Time: 1717.96 ms [2020-12-18 15:48:34 main:574] : INFO : Epoch 832 | loss: 0.0311123 | val_loss: 0.0311455 | Time: 1674.36 ms [2020-12-18 15:48:36 main:574] : INFO : Epoch 833 | loss: 0.0311149 | val_loss: 0.0311507 | Time: 1717.67 ms [2020-12-18 15:48:37 main:574] : INFO : Epoch 834 | loss: 0.0311164 | val_loss: 0.0311445 | Time: 1696.96 ms [2020-12-18 15:48:39 main:574] : INFO : Epoch 835 | loss: 0.0311263 | val_loss: 0.0311532 | Time: 1678.89 ms [2020-12-18 15:48:41 main:574] : INFO : Epoch 836 | loss: 0.0311245 | val_loss: 0.0311457 | Time: 1673.55 ms [2020-12-18 15:48:43 main:574] : INFO : Epoch 837 | loss: 0.0311226 | val_loss: 0.0311399 | Time: 1687.62 ms [2020-12-18 15:48:44 main:574] : INFO : Epoch 838 | loss: 0.0311196 | val_loss: 0.031135 | Time: 1680.46 ms [2020-12-18 15:48:46 main:574] : INFO : Epoch 839 | loss: 0.0311165 | val_loss: 0.0311335 | Time: 1669.46 ms [2020-12-18 15:48:48 main:574] : INFO : Epoch 840 | loss: 0.0311157 | val_loss: 0.0311386 | Time: 1682.41 ms [2020-12-18 15:48:49 main:574] : INFO : Epoch 841 | loss: 0.0311155 | val_loss: 0.0311359 | Time: 1643.24 ms [2020-12-18 15:48:51 main:574] : INFO : Epoch 842 | loss: 0.0311163 | val_loss: 0.0311413 | Time: 1663.24 ms [2020-12-18 15:48:53 main:574] : INFO : Epoch 843 | loss: 0.0311151 | val_loss: 0.0311433 | Time: 1714.5 ms [2020-12-18 15:48:55 main:574] : INFO : Epoch 844 | loss: 0.0311168 | val_loss: 0.0311329 | Time: 1700.25 ms [2020-12-18 15:48:56 main:574] : INFO : Epoch 845 | loss: 0.0311239 | val_loss: 0.0311391 | Time: 1701.37 ms [2020-12-18 15:48:58 main:574] : INFO : Epoch 846 | loss: 0.0311248 | val_loss: 0.0311366 | Time: 1744.61 ms [2020-12-18 15:49:00 main:574] : INFO : Epoch 847 | loss: 0.0311235 | val_loss: 0.0311356 | Time: 1644.03 ms [2020-12-18 15:49:02 main:574] : INFO : Epoch 848 | loss: 0.0311215 | val_loss: 0.0311375 | Time: 1659.99 ms [2020-12-18 15:49:03 main:574] : INFO : Epoch 849 | loss: 0.0311216 | val_loss: 0.031142 | Time: 1705.87 ms [2020-12-18 15:49:05 main:574] : INFO : Epoch 850 | loss: 0.0311238 | val_loss: 0.0311397 | Time: 1693.47 ms [2020-12-18 15:49:07 main:574] : INFO : Epoch 851 | loss: 0.0311221 | val_loss: 0.0311388 | Time: 1694.87 ms [2020-12-18 15:49:09 main:574] : INFO : Epoch 852 | loss: 0.0311241 | val_loss: 0.0311397 | Time: 1702.27 ms [2020-12-18 15:49:10 main:574] : INFO : Epoch 853 | loss: 0.0311251 | val_loss: 0.0311374 | Time: 1645.16 ms [2020-12-18 15:49:12 main:574] : INFO : Epoch 854 | loss: 0.0311231 | val_loss: 0.0311352 | Time: 1678.35 ms [2020-12-18 15:49:14 main:574] : INFO : Epoch 855 | loss: 0.0311225 | val_loss: 0.0311365 | Time: 1671.75 ms [2020-12-18 15:49:15 main:574] : INFO : Epoch 856 | loss: 0.0311202 | val_loss: 0.0311355 | Time: 1676.48 ms [2020-12-18 15:49:17 main:574] : INFO : Epoch 857 | loss: 0.0311174 | val_loss: 0.0311382 | Time: 1650.8 ms [2020-12-18 15:49:19 main:574] : INFO : Epoch 858 | loss: 0.0311161 | val_loss: 0.0311339 | Time: 1761.38 ms [2020-12-18 15:49:21 main:574] : INFO : Epoch 859 | loss: 0.0311168 | val_loss: 0.0311419 | Time: 1668.02 ms [2020-12-18 15:49:22 main:574] : INFO : Epoch 860 | loss: 0.0311244 | val_loss: 0.0311522 | Time: 1670.36 ms [2020-12-18 15:49:24 main:574] : INFO : Epoch 861 | loss: 0.0311328 | val_loss: 0.0311493 | Time: 1687.82 ms [2020-12-18 15:49:26 main:574] : INFO : Epoch 862 | loss: 0.0311274 | val_loss: 0.0311463 | Time: 1733.75 ms [2020-12-18 15:49:28 main:574] : INFO : Epoch 863 | loss: 0.0311271 | val_loss: 0.0311477 | Time: 1699.41 ms [2020-12-18 15:49:29 main:574] : INFO : Epoch 864 | loss: 0.0311413 | val_loss: 0.0311474 | Time: 1664.56 ms [2020-12-18 15:49:31 main:574] : INFO : Epoch 865 | loss: 0.0311358 | val_loss: 0.0311447 | Time: 1671.39 ms [2020-12-18 15:49:33 main:574] : INFO : Epoch 866 | loss: 0.0311322 | val_loss: 0.031135 | Time: 1687.48 ms [2020-12-18 15:49:35 main:574] : INFO : Epoch 867 | loss: 0.0311337 | val_loss: 0.0311398 | Time: 1695.66 ms [2020-12-18 15:49:36 main:574] : INFO : Epoch 868 | loss: 0.0311337 | val_loss: 0.0311344 | Time: 1658.01 ms [2020-12-18 15:49:38 main:574] : INFO : Epoch 869 | loss: 0.0311296 | val_loss: 0.0311375 | Time: 1683.79 ms [2020-12-18 15:49:40 main:574] : INFO : Epoch 870 | loss: 0.0311282 | val_loss: 0.0311358 | Time: 1666.04 ms [2020-12-18 15:49:41 main:574] : INFO : Epoch 871 | loss: 0.0311279 | val_loss: 0.0311377 | Time: 1705.5 ms [2020-12-18 15:49:43 main:574] : INFO : Epoch 872 | loss: 0.0311257 | val_loss: 0.0311372 | Time: 1671.09 ms [2020-12-18 15:49:45 main:574] : INFO : Epoch 873 | loss: 0.0311259 | val_loss: 0.0311423 | Time: 1692.51 ms [2020-12-18 15:49:47 main:574] : INFO : Epoch 874 | loss: 0.0311255 | val_loss: 0.031142 | Time: 1660.21 ms [2020-12-18 15:49:48 main:574] : INFO : Epoch 875 | loss: 0.0311233 | val_loss: 0.0311446 | Time: 1696.73 ms [2020-12-18 15:49:50 main:574] : INFO : Epoch 876 | loss: 0.0311229 | val_loss: 0.0311387 | Time: 1652.08 ms [2020-12-18 15:49:52 main:574] : INFO : Epoch 877 | loss: 0.0311214 | val_loss: 0.0311409 | Time: 1676.65 ms [2020-12-18 15:49:53 main:574] : INFO : Epoch 878 | loss: 0.0311256 | val_loss: 0.0311415 | Time: 1673.83 ms [2020-12-18 15:49:55 main:574] : INFO : Epoch 879 | loss: 0.0311254 | val_loss: 0.0311426 | Time: 1677.94 ms [2020-12-18 15:49:57 main:574] : INFO : Epoch 880 | loss: 0.0311242 | val_loss: 0.0311391 | Time: 1698.22 ms [2020-12-18 15:49:59 main:574] : INFO : Epoch 881 | loss: 0.0311282 | val_loss: 0.0311385 | Time: 1694.39 ms [2020-12-18 15:50:00 main:574] : INFO : Epoch 882 | loss: 0.0311246 | val_loss: 0.0311446 | Time: 1674.44 ms [2020-12-18 15:50:02 main:574] : INFO : Epoch 883 | loss: 0.031124 | val_loss: 0.0311391 | Time: 1740.21 ms [2020-12-18 15:50:04 main:574] : INFO : Epoch 884 | loss: 0.0311203 | val_loss: 0.0311351 | Time: 1659.98 ms [2020-12-18 15:50:06 main:574] : INFO : Epoch 885 | loss: 0.0311183 | val_loss: 0.0311405 | Time: 1695.69 ms [2020-12-18 15:50:07 main:574] : INFO : Epoch 886 | loss: 0.0311172 | val_loss: 0.0311388 | Time: 1674.42 ms [2020-12-18 15:50:09 main:574] : INFO : Epoch 887 | loss: 0.0311196 | val_loss: 0.0311392 | Time: 1671.15 ms [2020-12-18 15:50:11 main:574] : INFO : Epoch 888 | loss: 0.0311173 | val_loss: 0.0311443 | Time: 1697.35 ms [2020-12-18 15:50:13 main:574] : INFO : Epoch 889 | loss: 0.0311275 | val_loss: 0.0311413 | Time: 1673.71 ms [2020-12-18 15:50:14 main:574] : INFO : Epoch 890 | loss: 0.0311244 | val_loss: 0.0311443 | Time: 1698.85 ms [2020-12-18 15:50:16 main:574] : INFO : Epoch 891 | loss: 0.0311231 | val_loss: 0.0311399 | Time: 1723.2 ms [2020-12-18 15:50:18 main:574] : INFO : Epoch 892 | loss: 0.0311257 | val_loss: 0.0311433 | Time: 1710.61 ms [2020-12-18 15:50:20 main:574] : INFO : Epoch 893 | loss: 0.031124 | val_loss: 0.0311451 | Time: 1694.27 ms [2020-12-18 15:50:21 main:574] : INFO : Epoch 894 | loss: 0.031121 | val_loss: 0.0311423 | Time: 1681.23 ms [2020-12-18 15:50:23 main:574] : INFO : Epoch 895 | loss: 0.0311226 | val_loss: 0.0311494 | Time: 1722.89 ms [2020-12-18 15:50:25 main:574] : INFO : Epoch 896 | loss: 0.0311217 | val_loss: 0.0311373 | Time: 1700.56 ms [2020-12-18 15:50:27 main:574] : INFO : Epoch 897 | loss: 0.0311199 | val_loss: 0.0311372 | Time: 1704.83 ms [2020-12-18 15:50:28 main:574] : INFO : Epoch 898 | loss: 0.0311177 | val_loss: 0.0311396 | Time: 1701.84 ms [2020-12-18 15:50:30 main:574] : INFO : Epoch 899 | loss: 0.0311165 | val_loss: 0.0311391 | Time: 1641.29 ms [2020-12-18 15:50:32 main:574] : INFO : Epoch 900 | loss: 0.0311156 | val_loss: 0.0311413 | Time: 1687.3 ms [2020-12-18 15:50:33 main:574] : INFO : Epoch 901 | loss: 0.0311185 | val_loss: 0.0311413 | Time: 1706.34 ms [2020-12-18 15:50:35 main:574] : INFO : Epoch 902 | loss: 0.0311196 | val_loss: 0.0311387 | Time: 1719.12 ms [2020-12-18 15:50:37 main:574] : INFO : Epoch 903 | loss: 0.0311205 | val_loss: 0.0311388 | Time: 1697.9 ms [2020-12-18 15:50:39 main:574] : INFO : Epoch 904 | loss: 0.0311227 | val_loss: 0.03114 | Time: 1664.58 ms [2020-12-18 15:50:40 main:574] : INFO : Epoch 905 | loss: 0.031119 | val_loss: 0.0311387 | Time: 1648.99 ms [2020-12-18 15:50:42 main:574] : INFO : Epoch 906 | loss: 0.0311172 | val_loss: 0.031138 | Time: 1691.42 ms [2020-12-18 15:50:44 main:574] : INFO : Epoch 907 | loss: 0.0311177 | val_loss: 0.0311358 | Time: 1671.97 ms [2020-12-18 15:50:46 main:574] : INFO : Epoch 908 | loss: 0.0311192 | val_loss: 0.0311388 | Time: 1674.44 ms [2020-12-18 15:50:47 main:574] : INFO : Epoch 909 | loss: 0.0311171 | val_loss: 0.031137 | Time: 1710.37 ms [2020-12-18 15:50:49 main:574] : INFO : Epoch 910 | loss: 0.031114 | val_loss: 0.0311337 | Time: 1667.1 ms [2020-12-18 15:50:51 main:574] : INFO : Epoch 911 | loss: 0.0311134 | val_loss: 0.0311331 | Time: 1661.57 ms [2020-12-18 15:50:53 main:574] : INFO : Epoch 912 | loss: 0.0311139 | val_loss: 0.0311325 | Time: 1682.74 ms [2020-12-18 15:50:54 main:574] : INFO : Epoch 913 | loss: 0.0311157 | val_loss: 0.0311351 | Time: 1667.46 ms [2020-12-18 15:50:56 main:574] : INFO : Epoch 914 | loss: 0.0311153 | val_loss: 0.0311391 | Time: 1679.47 ms [2020-12-18 15:50:58 main:574] : INFO : Epoch 915 | loss: 0.0311162 | val_loss: 0.031138 | Time: 1659.09 ms [2020-12-18 15:50:59 main:574] : INFO : Epoch 916 | loss: 0.0311147 | val_loss: 0.031136 | Time: 1643 ms [2020-12-18 15:51:01 main:574] : INFO : Epoch 917 | loss: 0.0311134 | val_loss: 0.031139 | Time: 1646.2 ms [2020-12-18 15:51:03 main:574] : INFO : Epoch 918 | loss: 0.0311132 | val_loss: 0.031138 | Time: 1674.26 ms [2020-12-18 15:51:05 main:574] : INFO : Epoch 919 | loss: 0.0311109 | val_loss: 0.0311373 | Time: 1675.57 ms [2020-12-18 15:51:06 main:574] : INFO : Epoch 920 | loss: 0.031115 | val_loss: 0.0311426 | Time: 1712.99 ms [2020-12-18 15:51:08 main:574] : INFO : Epoch 921 | loss: 0.0311146 | val_loss: 0.0311462 | Time: 1683.7 ms [2020-12-18 15:51:10 main:574] : INFO : Epoch 922 | loss: 0.0311147 | val_loss: 0.0311402 | Time: 1641.5 ms [2020-12-18 15:51:11 main:574] : INFO : Epoch 923 | loss: 0.0311137 | val_loss: 0.0311364 | Time: 1679.3 ms [2020-12-18 15:51:13 main:574] : INFO : Epoch 924 | loss: 0.031111 | val_loss: 0.0311367 | Time: 1689.84 ms [2020-12-18 15:51:15 main:574] : INFO : Epoch 925 | loss: 0.0311092 | val_loss: 0.0311351 | Time: 1704.84 ms [2020-12-18 15:51:17 main:574] : INFO : Epoch 926 | loss: 0.0311094 | val_loss: 0.0311352 | Time: 1684.23 ms [2020-12-18 15:51:18 main:574] : INFO : Epoch 927 | loss: 0.0311092 | val_loss: 0.0311366 | Time: 1718.89 ms [2020-12-18 15:51:20 main:574] : INFO : Epoch 928 | loss: 0.0311085 | val_loss: 0.0311352 | Time: 1684.28 ms [2020-12-18 15:51:22 main:574] : INFO : Epoch 929 | loss: 0.0311077 | val_loss: 0.0311387 | Time: 1715.83 ms [2020-12-18 15:51:24 main:574] : INFO : Epoch 930 | loss: 0.0311077 | val_loss: 0.0311339 | Time: 1714.98 ms [2020-12-18 15:51:25 main:574] : INFO : Epoch 931 | loss: 0.031108 | val_loss: 0.0311335 | Time: 1664.37 ms [2020-12-18 15:51:27 main:574] : INFO : Epoch 932 | loss: 0.0311092 | val_loss: 0.0311385 | Time: 1713.76 ms [2020-12-18 15:51:29 main:574] : INFO : Epoch 933 | loss: 0.0311105 | val_loss: 0.0311337 | Time: 1667.29 ms [2020-12-18 15:51:31 main:574] : INFO : Epoch 934 | loss: 0.031115 | val_loss: 0.0311359 | Time: 1664.31 ms [2020-12-18 15:51:32 main:574] : INFO : Epoch 935 | loss: 0.0311132 | val_loss: 0.0311357 | Time: 1769.95 ms [2020-12-18 15:51:34 main:574] : INFO : Epoch 936 | loss: 0.0311136 | val_loss: 0.0311344 | Time: 1686.69 ms [2020-12-18 15:51:36 main:574] : INFO : Epoch 937 | loss: 0.0311128 | val_loss: 0.0311318 | Time: 1706.91 ms [2020-12-18 15:51:38 main:574] : INFO : Epoch 938 | loss: 0.0311094 | val_loss: 0.0311336 | Time: 1683.21 ms [2020-12-18 15:51:39 main:574] : INFO : Epoch 939 | loss: 0.0311076 | val_loss: 0.0311365 | Time: 1656.42 ms [2020-12-18 15:51:41 main:574] : INFO : Epoch 940 | loss: 0.0311078 | val_loss: 0.0311327 | Time: 1666.83 ms [2020-12-18 15:51:43 main:574] : INFO : Epoch 941 | loss: 0.0311071 | val_loss: 0.0311331 | Time: 1686.21 ms [2020-12-18 15:51:45 main:574] : INFO : Epoch 942 | loss: 0.0311111 | val_loss: 0.0311421 | Time: 1711.75 ms [2020-12-18 15:51:46 main:574] : INFO : Epoch 943 | loss: 0.0311272 | val_loss: 0.0311417 | Time: 1674.56 ms [2020-12-18 15:51:48 main:574] : INFO : Epoch 944 | loss: 0.031125 | val_loss: 0.0311385 | Time: 1705.67 ms [2020-12-18 15:51:50 main:574] : INFO : Epoch 945 | loss: 0.0311229 | val_loss: 0.0311365 | Time: 1652.55 ms [2020-12-18 15:51:51 main:574] : INFO : Epoch 946 | loss: 0.03112 | val_loss: 0.0311382 | Time: 1688.08 ms [2020-12-18 15:51:53 main:574] : INFO : Epoch 947 | loss: 0.0311179 | val_loss: 0.0311383 | Time: 1678.82 ms [2020-12-18 15:51:55 main:574] : INFO : Epoch 948 | loss: 0.0311165 | val_loss: 0.031135 | Time: 1719.22 ms [2020-12-18 15:51:57 main:574] : INFO : Epoch 949 | loss: 0.0311202 | val_loss: 0.0311425 | Time: 1681.2 ms [2020-12-18 15:51:58 main:574] : INFO : Epoch 950 | loss: 0.0311195 | val_loss: 0.0311411 | Time: 1737.6 ms [2020-12-18 15:52:00 main:574] : INFO : Epoch 951 | loss: 0.0311208 | val_loss: 0.0311382 | Time: 1647.65 ms [2020-12-18 15:52:02 main:574] : INFO : Epoch 952 | loss: 0.0311164 | val_loss: 0.0311456 | Time: 1659.21 ms [2020-12-18 15:52:04 main:574] : INFO : Epoch 953 | loss: 0.0311169 | val_loss: 0.0311415 | Time: 1716.58 ms [2020-12-18 15:52:05 main:574] : INFO : Epoch 954 | loss: 0.031113 | val_loss: 0.0311357 | Time: 1668.78 ms [2020-12-18 15:52:07 main:574] : INFO : Epoch 955 | loss: 0.0311108 | val_loss: 0.0311371 | Time: 1665.77 ms [2020-12-18 15:52:09 main:574] : INFO : Epoch 956 | loss: 0.0311103 | val_loss: 0.031138 | Time: 1693.63 ms [2020-12-18 15:52:10 main:574] : INFO : Epoch 957 | loss: 0.0311092 | val_loss: 0.0311335 | Time: 1636.27 ms [2020-12-18 15:52:12 main:574] : INFO : Epoch 958 | loss: 0.0311094 | val_loss: 0.0311399 | Time: 1695.3 ms [2020-12-18 15:52:14 main:574] : INFO : Epoch 959 | loss: 0.0311092 | val_loss: 0.0311363 | Time: 1704.17 ms [2020-12-18 15:52:16 main:574] : INFO : Epoch 960 | loss: 0.0311104 | val_loss: 0.0311434 | Time: 1678.43 ms [2020-12-18 15:52:17 main:574] : INFO : Epoch 961 | loss: 0.031113 | val_loss: 0.031151 | Time: 1699.3 ms [2020-12-18 15:52:19 main:574] : INFO : Epoch 962 | loss: 0.0311136 | val_loss: 0.0311354 | Time: 1655.95 ms [2020-12-18 15:52:21 main:574] : INFO : Epoch 963 | loss: 0.0311123 | val_loss: 0.0311326 | Time: 1658.65 ms [2020-12-18 15:52:23 main:574] : INFO : Epoch 964 | loss: 0.0311147 | val_loss: 0.0311302 | Time: 1711.84 ms [2020-12-18 15:52:24 main:574] : INFO : Epoch 965 | loss: 0.0311143 | val_loss: 0.0311335 | Time: 1674.29 ms [2020-12-18 15:52:26 main:574] : INFO : Epoch 966 | loss: 0.0311118 | val_loss: 0.0311311 | Time: 1661.67 ms [2020-12-18 15:52:28 main:574] : INFO : Epoch 967 | loss: 0.0311099 | val_loss: 0.0311315 | Time: 1706.89 ms [2020-12-18 15:52:29 main:574] : INFO : Epoch 968 | loss: 0.0311114 | val_loss: 0.0311345 | Time: 1662.13 ms [2020-12-18 15:52:31 main:574] : INFO : Epoch 969 | loss: 0.0311144 | val_loss: 0.0311331 | Time: 1685.33 ms [2020-12-18 15:52:33 main:574] : INFO : Epoch 970 | loss: 0.0311177 | val_loss: 0.0311318 | Time: 1726.72 ms [2020-12-18 15:52:35 main:574] : INFO : Epoch 971 | loss: 0.0311161 | val_loss: 0.0311315 | Time: 1673.72 ms [2020-12-18 15:52:36 main:574] : INFO : Epoch 972 | loss: 0.0311147 | val_loss: 0.0311314 | Time: 1665.91 ms [2020-12-18 15:52:38 main:574] : INFO : Epoch 973 | loss: 0.0311146 | val_loss: 0.0311379 | Time: 1697.33 ms [2020-12-18 15:52:40 main:574] : INFO : Epoch 974 | loss: 0.0311121 | val_loss: 0.0311317 | Time: 1641.34 ms [2020-12-18 15:52:42 main:574] : INFO : Epoch 975 | loss: 0.0311113 | val_loss: 0.0311295 | Time: 1679.19 ms [2020-12-18 15:52:43 main:574] : INFO : Epoch 976 | loss: 0.0311143 | val_loss: 0.0311381 | Time: 1706.85 ms [2020-12-18 15:52:45 main:574] : INFO : Epoch 977 | loss: 0.0311146 | val_loss: 0.0311288 | Time: 1693.32 ms [2020-12-18 15:52:47 main:574] : INFO : Epoch 978 | loss: 0.0311163 | val_loss: 0.0311354 | Time: 1694.88 ms [2020-12-18 15:52:49 main:574] : INFO : Epoch 979 | loss: 0.0311209 | val_loss: 0.0311374 | Time: 1733.1 ms [2020-12-18 15:52:50 main:574] : INFO : Epoch 980 | loss: 0.0311148 | val_loss: 0.0311355 | Time: 1641.31 ms [2020-12-18 15:52:52 main:574] : INFO : Epoch 981 | loss: 0.0311135 | val_loss: 0.0311385 | Time: 1677.79 ms [2020-12-18 15:52:54 main:574] : INFO : Epoch 982 | loss: 0.0311139 | val_loss: 0.0311404 | Time: 1703.68 ms [2020-12-18 15:52:56 main:574] : INFO : Epoch 983 | loss: 0.031115 | val_loss: 0.0311364 | Time: 1687.23 ms [2020-12-18 15:52:57 main:574] : INFO : Epoch 984 | loss: 0.0311133 | val_loss: 0.0311349 | Time: 1682.79 ms [2020-12-18 15:52:59 main:574] : INFO : Epoch 985 | loss: 0.0311119 | val_loss: 0.0311341 | Time: 1675.51 ms [2020-12-18 15:53:01 main:574] : INFO : Epoch 986 | loss: 0.0311127 | val_loss: 0.0311338 | Time: 1650.93 ms [2020-12-18 15:53:02 main:574] : INFO : Epoch 987 | loss: 0.0311163 | val_loss: 0.0311362 | Time: 1661.94 ms [2020-12-18 15:53:04 main:574] : INFO : Epoch 988 | loss: 0.0311176 | val_loss: 0.0311334 | Time: 1703.95 ms [2020-12-18 15:53:06 main:574] : INFO : Epoch 989 | loss: 0.0311158 | val_loss: 0.0311336 | Time: 1714.08 ms [2020-12-18 15:53:08 main:574] : INFO : Epoch 990 | loss: 0.0311128 | val_loss: 0.031135 | Time: 1691.86 ms [2020-12-18 15:53:09 main:574] : INFO : Epoch 991 | loss: 0.0311146 | val_loss: 0.0311307 | Time: 1660.1 ms [2020-12-18 15:53:11 main:574] : INFO : Epoch 992 | loss: 0.031112 | val_loss: 0.0311323 | Time: 1660.75 ms [2020-12-18 15:53:13 main:574] : INFO : Epoch 993 | loss: 0.0311124 | val_loss: 0.0311339 | Time: 1701.11 ms [2020-12-18 15:53:15 main:574] : INFO : Epoch 994 | loss: 0.0311122 | val_loss: 0.0311337 | Time: 1764.92 ms [2020-12-18 15:53:16 main:574] : INFO : Epoch 995 | loss: 0.0311122 | val_loss: 0.0311304 | Time: 1716.71 ms [2020-12-18 15:53:18 main:574] : INFO : Epoch 996 | loss: 0.0311115 | val_loss: 0.0311335 | Time: 1655.43 ms [2020-12-18 15:53:20 main:574] : INFO : Epoch 997 | loss: 0.0311106 | val_loss: 0.0311364 | Time: 1659.55 ms [2020-12-18 15:53:22 main:574] : INFO : Epoch 998 | loss: 0.0311109 | val_loss: 0.0311339 | Time: 1732.04 ms [2020-12-18 15:53:23 main:574] : INFO : Epoch 999 | loss: 0.0311168 | val_loss: 0.031146 | Time: 1728.28 ms [2020-12-18 15:53:25 main:574] : INFO : Epoch 1000 | loss: 0.0311276 | val_loss: 0.0311404 | Time: 1683.81 ms [2020-12-18 15:53:27 main:574] : INFO : Epoch 1001 | loss: 0.0311228 | val_loss: 0.0311358 | Time: 1692.61 ms [2020-12-18 15:53:29 main:574] : INFO : Epoch 1002 | loss: 0.0311237 | val_loss: 0.0311331 | Time: 1744.74 ms [2020-12-18 15:53:30 main:574] : INFO : Epoch 1003 | loss: 0.0311198 | val_loss: 0.0311333 | Time: 1682.36 ms [2020-12-18 15:53:32 main:574] : INFO : Epoch 1004 | loss: 0.0311197 | val_loss: 0.0311387 | Time: 1723.65 ms [2020-12-18 15:53:34 main:574] : INFO : Epoch 1005 | loss: 0.0311164 | val_loss: 0.0311377 | Time: 1721.89 ms [2020-12-18 15:53:36 main:574] : INFO : Epoch 1006 | loss: 0.0311144 | val_loss: 0.0311334 | Time: 1701.09 ms [2020-12-18 15:53:37 main:574] : INFO : Epoch 1007 | loss: 0.0311129 | val_loss: 0.0311398 | Time: 1664.63 ms [2020-12-18 15:53:39 main:574] : INFO : Epoch 1008 | loss: 0.0311148 | val_loss: 0.0311451 | Time: 1670.93 ms [2020-12-18 15:53:41 main:574] : INFO : Epoch 1009 | loss: 0.0311143 | val_loss: 0.0311362 | Time: 1671.16 ms [2020-12-18 15:53:42 main:574] : INFO : Epoch 1010 | loss: 0.0311104 | val_loss: 0.031134 | Time: 1672.36 ms [2020-12-18 15:53:44 main:574] : INFO : Epoch 1011 | loss: 0.0311081 | val_loss: 0.031133 | Time: 1702.59 ms [2020-12-18 15:53:46 main:574] : INFO : Epoch 1012 | loss: 0.0311076 | val_loss: 0.0311318 | Time: 1658.66 ms [2020-12-18 15:53:48 main:574] : INFO : Epoch 1013 | loss: 0.0311064 | val_loss: 0.0311347 | Time: 1665.32 ms [2020-12-18 15:53:49 main:574] : INFO : Epoch 1014 | loss: 0.0311072 | val_loss: 0.0311375 | Time: 1659.89 ms [2020-12-18 15:53:51 main:574] : INFO : Epoch 1015 | loss: 0.031112 | val_loss: 0.0311425 | Time: 1663.93 ms [2020-12-18 15:53:53 main:574] : INFO : Epoch 1016 | loss: 0.0311077 | val_loss: 0.0311376 | Time: 1686.46 ms [2020-12-18 15:53:54 main:574] : INFO : Epoch 1017 | loss: 0.0311069 | val_loss: 0.0311356 | Time: 1686.6 ms [2020-12-18 15:53:56 main:574] : INFO : Epoch 1018 | loss: 0.0311056 | val_loss: 0.031141 | Time: 1700.15 ms [2020-12-18 15:53:58 main:574] : INFO : Epoch 1019 | loss: 0.0311051 | val_loss: 0.0311362 | Time: 1696.81 ms [2020-12-18 15:54:00 main:574] : INFO : Epoch 1020 | loss: 0.0311039 | val_loss: 0.0311333 | Time: 1638.85 ms [2020-12-18 15:54:01 main:574] : INFO : Epoch 1021 | loss: 0.0311056 | val_loss: 0.0311363 | Time: 1672.26 ms [2020-12-18 15:54:03 main:574] : INFO : Epoch 1022 | loss: 0.0311065 | val_loss: 0.0311353 | Time: 1693.21 ms [2020-12-18 15:54:05 main:574] : INFO : Epoch 1023 | loss: 0.0311062 | val_loss: 0.0311356 | Time: 1718.96 ms [2020-12-18 15:54:07 main:574] : INFO : Epoch 1024 | loss: 0.0311049 | val_loss: 0.031138 | Time: 1690.17 ms [2020-12-18 15:54:07 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031138 [2020-12-18 15:54:07 main:603] : INFO : Saving end state to config to file [2020-12-18 15:54:07 main:608] : INFO : Success, exiting.. 15:54:07 (4108): 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)