Task 3746280
| Name | ParityMachine-1605152172-28088-14_1 |
| Workunit | 1841203 |
| Created | 21 Jan 2021, 0:12:14 UTC |
| Sent | 21 Jan 2021, 0:49:27 UTC |
| Report deadline | 28 Jan 2021, 0:49:27 UTC |
| Received | 21 Jan 2021, 14:59:37 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 8074 |
| Run time | 27 min 54 sec |
| CPU time | 27 min 21 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 4,459.56 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.33 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> : Epoch 514 | loss: 0.0312276 | val_loss: 0.031227 | Time: 1598.54 ms [2021-01-21 09:13:30 main:574] : INFO : Epoch 515 | loss: 0.031227 | val_loss: 0.0312267 | Time: 1618.35 ms [2021-01-21 09:13:31 main:574] : INFO : Epoch 516 | loss: 0.0312276 | val_loss: 0.0312267 | Time: 1599.52 ms [2021-01-21 09:13:33 main:574] : INFO : Epoch 517 | loss: 0.0312277 | val_loss: 0.0312268 | Time: 1618.01 ms [2021-01-21 09:13:35 main:574] : INFO : Epoch 518 | loss: 0.0312288 | val_loss: 0.031229 | Time: 1595.63 ms [2021-01-21 09:13:36 main:574] : INFO : Epoch 519 | loss: 0.031228 | val_loss: 0.0312274 | Time: 1603 ms [2021-01-21 09:13:38 main:574] : INFO : Epoch 520 | loss: 0.0312279 | val_loss: 0.0312289 | Time: 1598.36 ms [2021-01-21 09:13:39 main:574] : INFO : Epoch 521 | loss: 0.0312277 | val_loss: 0.0312263 | Time: 1603.76 ms [2021-01-21 09:13:41 main:574] : INFO : Epoch 522 | loss: 0.031227 | val_loss: 0.0312261 | Time: 1619.85 ms [2021-01-21 09:13:43 main:574] : INFO : Epoch 523 | loss: 0.0312273 | val_loss: 0.0312275 | Time: 1615.99 ms [2021-01-21 09:13:44 main:574] : INFO : Epoch 524 | loss: 0.0312271 | val_loss: 0.0312274 | Time: 1611.53 ms [2021-01-21 09:13:46 main:574] : INFO : Epoch 525 | loss: 0.0312276 | val_loss: 0.0312285 | Time: 1604.79 ms [2021-01-21 09:13:47 main:574] : INFO : Epoch 526 | loss: 0.0312277 | val_loss: 0.0312266 | Time: 1599.52 ms [2021-01-21 09:13:49 main:574] : INFO : Epoch 527 | loss: 0.0312267 | val_loss: 0.0312262 | Time: 1614.36 ms [2021-01-21 09:13:51 main:574] : INFO : Epoch 528 | loss: 0.0312269 | val_loss: 0.0312266 | Time: 1595.41 ms [2021-01-21 09:13:52 main:574] : INFO : Epoch 529 | loss: 0.0312272 | val_loss: 0.0312274 | Time: 1609.11 ms [2021-01-21 09:13:54 main:574] : INFO : Epoch 530 | loss: 0.0312282 | val_loss: 0.0312277 | Time: 1601.71 ms [2021-01-21 09:13:56 main:574] : INFO : Epoch 531 | loss: 0.0312288 | val_loss: 0.0312275 | Time: 1602.59 ms [2021-01-21 09:13:57 main:574] : INFO : Epoch 532 | loss: 0.0312281 | val_loss: 0.0312273 | Time: 1606.72 ms [2021-01-21 09:13:59 main:574] : INFO : Epoch 533 | loss: 0.0312294 | val_loss: 0.0312269 | Time: 1617.78 ms [2021-01-21 09:14:00 main:574] : INFO : Epoch 534 | loss: 0.0312285 | val_loss: 0.0312267 | Time: 1591.07 ms [2021-01-21 09:14:02 main:574] : INFO : Epoch 535 | loss: 0.0312279 | val_loss: 0.031227 | Time: 1619.34 ms [2021-01-21 09:14:04 main:574] : INFO : Epoch 536 | loss: 0.0312279 | val_loss: 0.0312264 | Time: 1620.72 ms [2021-01-21 09:14:05 main:574] : INFO : Epoch 537 | loss: 0.0312269 | val_loss: 0.0312262 | Time: 1606.29 ms [2021-01-21 09:14:07 main:574] : INFO : Epoch 538 | loss: 0.0312298 | val_loss: 0.0312268 | Time: 1607.56 ms [2021-01-21 09:14:09 main:574] : INFO : Epoch 539 | loss: 0.0312283 | val_loss: 0.0312267 | Time: 1612.54 ms [2021-01-21 09:14:10 main:574] : INFO : Epoch 540 | loss: 0.0312283 | val_loss: 0.0312286 | Time: 1598.82 ms [2021-01-21 09:14:12 main:574] : INFO : Epoch 541 | loss: 0.0312288 | val_loss: 0.0312264 | Time: 1597.51 ms [2021-01-21 09:14:13 main:574] : INFO : Epoch 542 | loss: 0.0312283 | val_loss: 0.0312267 | Time: 1608.87 ms [2021-01-21 09:14:15 main:574] : INFO : Epoch 543 | loss: 0.0312283 | val_loss: 0.0312266 | Time: 1625.75 ms [2021-01-21 09:14:17 main:574] : INFO : Epoch 544 | loss: 0.03123 | val_loss: 0.031236 | Time: 1598.66 ms [2021-01-21 09:14:18 main:574] : INFO : Epoch 545 | loss: 0.0312296 | val_loss: 0.0312303 | Time: 1624.15 ms [2021-01-21 09:14:20 main:574] : INFO : Epoch 546 | loss: 0.0312302 | val_loss: 0.0312313 | Time: 1596.78 ms [2021-01-21 09:14:21 main:574] : INFO : Epoch 547 | loss: 0.0312301 | val_loss: 0.0312294 | Time: 1634.25 ms [2021-01-21 09:14:23 main:574] : INFO : Epoch 548 | loss: 0.0312402 | val_loss: 0.0312448 | Time: 1607.15 ms [2021-01-21 09:14:25 main:574] : INFO : Epoch 549 | loss: 0.0326444 | val_loss: 0.0329516 | Time: 1611.94 ms [2021-01-21 09:14:26 main:574] : INFO : Epoch 550 | loss: 0.0420751 | val_loss: 0.0364009 | Time: 1592.22 ms [2021-01-21 09:14:28 main:574] : INFO : Epoch 551 | loss: 0.0336309 | val_loss: 0.0320977 | Time: 1624.48 ms [2021-01-21 09:14:30 main:574] : INFO : Epoch 552 | loss: 0.0316202 | val_loss: 0.0314152 | Time: 1587.91 ms [2021-01-21 09:14:31 main:574] : INFO : Epoch 553 | loss: 0.0313068 | val_loss: 0.0312529 | Time: 1635.55 ms [2021-01-21 09:14:33 main:574] : INFO : Epoch 554 | loss: 0.0312512 | val_loss: 0.0312421 | Time: 1616.62 ms [2021-01-21 09:14:34 main:574] : INFO : Epoch 555 | loss: 0.0312408 | val_loss: 0.0312384 | Time: 1576.79 ms [2021-01-21 09:14:36 main:574] : INFO : Epoch 556 | loss: 0.0312371 | val_loss: 0.0312363 | Time: 1627.51 ms [2021-01-21 09:14:38 main:574] : INFO : Epoch 557 | loss: 0.0312353 | val_loss: 0.0312347 | Time: 1619.36 ms [2021-01-21 09:14:39 main:574] : INFO : Epoch 558 | loss: 0.031234 | val_loss: 0.0312338 | Time: 1631.59 ms [2021-01-21 09:14:41 main:574] : INFO : Epoch 559 | loss: 0.0312329 | val_loss: 0.0312322 | Time: 1612.95 ms [2021-01-21 09:14:43 main:574] : INFO : Epoch 560 | loss: 0.031232 | val_loss: 0.0312322 | Time: 1619.14 ms [2021-01-21 09:14:44 main:574] : INFO : Epoch 561 | loss: 0.0312316 | val_loss: 0.0312309 | Time: 1633.98 ms [2021-01-21 09:14:46 main:574] : INFO : Epoch 562 | loss: 0.0312305 | val_loss: 0.0312303 | Time: 1608.36 ms [2021-01-21 09:14:47 main:574] : INFO : Epoch 563 | loss: 0.0312299 | val_loss: 0.0312295 | Time: 1602.27 ms [2021-01-21 09:14:49 main:574] : INFO : Epoch 564 | loss: 0.0312295 | val_loss: 0.031229 | Time: 1588.76 ms [2021-01-21 09:14:51 main:574] : INFO : Epoch 565 | loss: 0.0312291 | val_loss: 0.0312288 | Time: 1662.35 ms [2021-01-21 09:14:52 main:574] : INFO : Epoch 566 | loss: 0.031229 | val_loss: 0.0312286 | Time: 1635.03 ms [2021-01-21 09:14:54 main:574] : INFO : Epoch 567 | loss: 0.0312289 | val_loss: 0.0312303 | Time: 1624.52 ms [2021-01-21 09:14:56 main:574] : INFO : Epoch 568 | loss: 0.0312291 | val_loss: 0.0312281 | Time: 1588.2 ms [2021-01-21 09:14:57 main:574] : INFO : Epoch 569 | loss: 0.0312282 | val_loss: 0.0312279 | Time: 1588.62 ms [2021-01-21 09:14:59 main:574] : INFO : Epoch 570 | loss: 0.0312281 | val_loss: 0.0312277 | Time: 1612.16 ms [2021-01-21 09:15:00 main:574] : INFO : Epoch 571 | loss: 0.0312281 | val_loss: 0.0312278 | Time: 1617.7 ms [2021-01-21 09:15:02 main:574] : INFO : Epoch 572 | loss: 0.0312282 | val_loss: 0.0312278 | Time: 1598.7 ms [2021-01-21 09:15:04 main:574] : INFO : Epoch 573 | loss: 0.0312281 | val_loss: 0.0312277 | Time: 1619.08 ms [2021-01-21 09:15:05 main:574] : INFO : Epoch 574 | loss: 0.0312277 | val_loss: 0.0312273 | Time: 1584.8 ms [2021-01-21 09:15:07 main:574] : INFO : Epoch 575 | loss: 0.0312276 | val_loss: 0.0312275 | Time: 1574.42 ms [2021-01-21 09:15:09 main:574] : INFO : Epoch 576 | loss: 0.0312276 | val_loss: 0.0312273 | Time: 1617.73 ms [2021-01-21 09:15:10 main:574] : INFO : Epoch 577 | loss: 0.0312276 | val_loss: 0.0312275 | Time: 1615.1 ms [2021-01-21 09:15:12 main:574] : INFO : Epoch 578 | loss: 0.0312276 | val_loss: 0.031227 | Time: 1628.87 ms [2021-01-21 09:15:13 main:574] : INFO : Epoch 579 | loss: 0.0312275 | val_loss: 0.031227 | Time: 1620.3 ms [2021-01-21 09:15:15 main:574] : INFO : Epoch 580 | loss: 0.0312273 | val_loss: 0.031227 | Time: 1631.06 ms [2021-01-21 09:15:17 main:574] : INFO : Epoch 581 | loss: 0.0312276 | val_loss: 0.0312272 | Time: 1666.93 ms [2021-01-21 09:15:18 main:574] : INFO : Epoch 582 | loss: 0.0312278 | val_loss: 0.0312284 | Time: 1617.87 ms [2021-01-21 09:15:20 main:574] : INFO : Epoch 583 | loss: 0.0312281 | val_loss: 0.0312273 | Time: 1600.17 ms [2021-01-21 09:15:22 main:574] : INFO : Epoch 584 | loss: 0.031228 | val_loss: 0.0312268 | Time: 1581.24 ms [2021-01-21 09:15:23 main:574] : INFO : Epoch 585 | loss: 0.0312276 | val_loss: 0.0312284 | Time: 1576.69 ms [2021-01-21 09:15:25 main:574] : INFO : Epoch 586 | loss: 0.0312279 | val_loss: 0.0312268 | Time: 1612.41 ms [2021-01-21 09:15:26 main:574] : INFO : Epoch 587 | loss: 0.0312273 | val_loss: 0.031227 | Time: 1604 ms [2021-01-21 09:15:28 main:574] : INFO : Epoch 588 | loss: 0.0312274 | val_loss: 0.0312267 | Time: 1649.7 ms [2021-01-21 09:15:30 main:574] : INFO : Epoch 589 | loss: 0.0312271 | val_loss: 0.0312269 | Time: 1602.8 ms [2021-01-21 09:15:31 main:574] : INFO : Epoch 590 | loss: 0.0312271 | val_loss: 0.0312268 | Time: 1589.71 ms [2021-01-21 09:15:33 main:574] : INFO : Epoch 591 | loss: 0.0312274 | val_loss: 0.031227 | Time: 1636.11 ms [2021-01-21 09:15:35 main:574] : INFO : Epoch 592 | loss: 0.0312273 | val_loss: 0.0312269 | Time: 1619.79 ms [2021-01-21 09:15:36 main:574] : INFO : Epoch 593 | loss: 0.0312275 | val_loss: 0.0312269 | Time: 1614.34 ms [2021-01-21 09:15:38 main:574] : INFO : Epoch 594 | loss: 0.031227 | val_loss: 0.0312267 | Time: 1613.14 ms [2021-01-21 09:15:39 main:574] : INFO : Epoch 595 | loss: 0.0312272 | val_loss: 0.0312267 | Time: 1592.89 ms [2021-01-21 09:15:41 main:574] : INFO : Epoch 596 | loss: 0.0312271 | val_loss: 0.0312268 | Time: 1625.87 ms [2021-01-21 09:15:43 main:574] : INFO : Epoch 597 | loss: 0.0312269 | val_loss: 0.0312265 | Time: 1625.83 ms [2021-01-21 09:15:44 main:574] : INFO : Epoch 598 | loss: 0.0312269 | val_loss: 0.0312271 | Time: 1621.29 ms [2021-01-21 09:15:46 main:574] : INFO : Epoch 599 | loss: 0.0312271 | val_loss: 0.0312266 | Time: 1599.44 ms [2021-01-21 09:15:48 main:574] : INFO : Epoch 600 | loss: 0.0312272 | val_loss: 0.0312266 | Time: 1628.52 ms [2021-01-21 09:15:49 main:574] : INFO : Epoch 601 | loss: 0.031227 | val_loss: 0.0312268 | Time: 1614.62 ms [2021-01-21 09:15:51 main:574] : INFO : Epoch 602 | loss: 0.0312278 | val_loss: 0.0312268 | Time: 1626.58 ms [2021-01-21 09:15:52 main:574] : INFO : Epoch 603 | loss: 0.0312275 | val_loss: 0.0312293 | Time: 1605.16 ms [2021-01-21 09:15:54 main:574] : INFO : Epoch 604 | loss: 0.0312274 | val_loss: 0.0312265 | Time: 1631.62 ms [2021-01-21 09:15:56 main:574] : INFO : Epoch 605 | loss: 0.0312273 | val_loss: 0.0312274 | Time: 1640.88 ms [2021-01-21 09:15:57 main:574] : INFO : Epoch 606 | loss: 0.0312272 | val_loss: 0.0312268 | Time: 1610.18 ms [2021-01-21 09:15:59 main:574] : INFO : Epoch 607 | loss: 0.0312272 | val_loss: 0.0312273 | Time: 1606.31 ms [2021-01-21 09:16:01 main:574] : INFO : Epoch 608 | loss: 0.0312272 | val_loss: 0.0312267 | Time: 1602.09 ms [2021-01-21 09:16:02 main:574] : INFO : Epoch 609 | loss: 0.0312272 | val_loss: 0.0312264 | Time: 1617.84 ms [2021-01-21 09:16:04 main:574] : INFO : Epoch 610 | loss: 0.0312269 | val_loss: 0.0312266 | Time: 1590.07 ms [2021-01-21 09:16:05 main:574] : INFO : Epoch 611 | loss: 0.031227 | val_loss: 0.0312273 | Time: 1616.5 ms [2021-01-21 09:16:07 main:574] : INFO : Epoch 612 | loss: 0.0312274 | val_loss: 0.0312267 | Time: 1612.8 ms [2021-01-21 09:16:09 main:574] : INFO : Epoch 613 | loss: 0.0312269 | val_loss: 0.0312271 | Time: 1623.16 ms [2021-01-21 09:16:10 main:574] : INFO : Epoch 614 | loss: 0.0312271 | val_loss: 0.0312265 | Time: 1617.33 ms [2021-01-21 09:16:12 main:574] : INFO : Epoch 615 | loss: 0.0312269 | val_loss: 0.0312264 | Time: 1608.87 ms [2021-01-21 09:16:14 main:574] : INFO : Epoch 616 | loss: 0.0312272 | val_loss: 0.0312269 | Time: 1583.07 ms [2021-01-21 09:16:15 main:574] : INFO : Epoch 617 | loss: 0.0312271 | val_loss: 0.0312269 | Time: 1605.04 ms [2021-01-21 09:16:17 main:574] : INFO : Epoch 618 | loss: 0.031227 | val_loss: 0.0312264 | Time: 1607.62 ms [2021-01-21 09:16:18 main:574] : INFO : Epoch 619 | loss: 0.0312271 | val_loss: 0.0312269 | Time: 1612.52 ms [2021-01-21 09:16:20 main:574] : INFO : Epoch 620 | loss: 0.0312274 | val_loss: 0.0312264 | Time: 1608.66 ms [2021-01-21 09:16:22 main:574] : INFO : Epoch 621 | loss: 0.0312268 | val_loss: 0.0312264 | Time: 1597.13 ms [2021-01-21 09:16:23 main:574] : INFO : Epoch 622 | loss: 0.0312282 | val_loss: 0.0312298 | Time: 1611.18 ms [2021-01-21 09:16:25 main:574] : INFO : Epoch 623 | loss: 0.0312286 | val_loss: 0.031228 | Time: 1606.12 ms [2021-01-21 09:16:26 main:574] : INFO : Epoch 624 | loss: 0.0312272 | val_loss: 0.0312267 | Time: 1629.26 ms [2021-01-21 09:16:28 main:574] : INFO : Epoch 625 | loss: 0.0312272 | val_loss: 0.0312269 | Time: 1608.5 ms [2021-01-21 09:16:30 main:574] : INFO : Epoch 626 | loss: 0.031227 | val_loss: 0.0312264 | Time: 1592.87 ms [2021-01-21 09:16:31 main:574] : INFO : Epoch 627 | loss: 0.031227 | val_loss: 0.0312271 | Time: 1615.59 ms [2021-01-21 09:16:33 main:574] : INFO : Epoch 628 | loss: 0.0312272 | val_loss: 0.0312268 | Time: 1599.84 ms [2021-01-21 09:16:35 main:574] : INFO : Epoch 629 | loss: 0.0312269 | val_loss: 0.0312268 | Time: 1626.35 ms [2021-01-21 09:16:36 main:574] : INFO : Epoch 630 | loss: 0.0312273 | val_loss: 0.0312275 | Time: 1616.86 ms [2021-01-21 09:16:38 main:574] : INFO : Epoch 631 | loss: 0.031227 | val_loss: 0.0312265 | Time: 1655.14 ms [2021-01-21 09:16:39 main:574] : INFO : Epoch 632 | loss: 0.0312269 | val_loss: 0.0312266 | Time: 1613.85 ms [2021-01-21 09:16:41 main:574] : INFO : Epoch 633 | loss: 0.0312276 | val_loss: 0.0312271 | Time: 1613.64 ms [2021-01-21 09:16:43 main:574] : INFO : Epoch 634 | loss: 0.031227 | val_loss: 0.0312264 | Time: 1602.28 ms [2021-01-21 09:16:44 main:574] : INFO : Epoch 635 | loss: 0.0312268 | val_loss: 0.0312266 | Time: 1600.9 ms [2021-01-21 09:16:46 main:574] : INFO : Epoch 636 | loss: 0.0312273 | val_loss: 0.0312264 | Time: 1588.34 ms [2021-01-21 09:16:48 main:574] : INFO : Epoch 637 | loss: 0.0312273 | val_loss: 0.0312266 | Time: 1645.66 ms [2021-01-21 09:16:49 main:574] : INFO : Epoch 638 | loss: 0.0312275 | val_loss: 0.0312272 | Time: 1602.62 ms [2021-01-21 09:16:51 main:574] : INFO : Epoch 639 | loss: 0.0312274 | val_loss: 0.0312267 | Time: 1621.06 ms [2021-01-21 09:16:52 main:574] : INFO : Epoch 640 | loss: 0.031227 | val_loss: 0.0312264 | Time: 1615.95 ms [2021-01-21 09:16:54 main:574] : INFO : Epoch 641 | loss: 0.0312267 | val_loss: 0.0312263 | Time: 1598.51 ms [2021-01-21 09:16:56 main:574] : INFO : Epoch 642 | loss: 0.0312269 | val_loss: 0.0312264 | Time: 1623.54 ms [2021-01-21 09:16:57 main:574] : INFO : Epoch 643 | loss: 0.0312271 | val_loss: 0.0312266 | Time: 1618.36 ms [2021-01-21 09:16:59 main:574] : INFO : Epoch 644 | loss: 0.0312269 | val_loss: 0.0312266 | Time: 1610.75 ms [2021-01-21 09:17:01 main:574] : INFO : Epoch 645 | loss: 0.031227 | val_loss: 0.0312264 | Time: 1600.51 ms [2021-01-21 09:17:02 main:574] : INFO : Epoch 646 | loss: 0.0312279 | val_loss: 0.0312278 | Time: 1633.66 ms [2021-01-21 09:17:04 main:574] : INFO : Epoch 647 | loss: 0.031228 | val_loss: 0.0312286 | Time: 1623.59 ms [2021-01-21 09:17:05 main:574] : INFO : Epoch 648 | loss: 0.0312278 | val_loss: 0.0312269 | Time: 1606.25 ms [2021-01-21 09:17:07 main:574] : INFO : Epoch 649 | loss: 0.0312272 | val_loss: 0.0312265 | Time: 1600.09 ms [2021-01-21 09:17:09 main:574] : INFO : Epoch 650 | loss: 0.0312268 | val_loss: 0.0312264 | Time: 1653.82 ms [2021-01-21 09:17:10 main:574] : INFO : Epoch 651 | loss: 0.0312271 | val_loss: 0.0312265 | Time: 1625.89 ms [2021-01-21 09:17:12 main:574] : INFO : Epoch 652 | loss: 0.031227 | val_loss: 0.0312269 | Time: 1678.64 ms [2021-01-21 09:17:14 main:574] : INFO : Epoch 653 | loss: 0.0312274 | val_loss: 0.0312264 | Time: 1638.7 ms [2021-01-21 09:17:15 main:574] : INFO : Epoch 654 | loss: 0.031227 | val_loss: 0.0312262 | Time: 1625.76 ms [2021-01-21 09:17:17 main:574] : INFO : Epoch 655 | loss: 0.0312268 | val_loss: 0.0312268 | Time: 1600.46 ms [2021-01-21 09:17:19 main:574] : INFO : Epoch 656 | loss: 0.0312278 | val_loss: 0.0312267 | Time: 1604.35 ms [2021-01-21 09:17:20 main:574] : INFO : Epoch 657 | loss: 0.0312283 | val_loss: 0.0312294 | Time: 1633.8 ms [2021-01-21 09:17:22 main:574] : INFO : Epoch 658 | loss: 0.0312282 | val_loss: 0.0312278 | Time: 1636.2 ms [2021-01-21 09:17:23 main:574] : INFO : Epoch 659 | loss: 0.0312279 | val_loss: 0.0312286 | Time: 1540.67 ms [2021-01-21 09:17:25 main:574] : INFO : Epoch 660 | loss: 0.0312278 | val_loss: 0.0312264 | Time: 1596.74 ms [2021-01-21 09:17:27 main:574] : INFO : Epoch 661 | loss: 0.0312277 | val_loss: 0.0312279 | Time: 1610.55 ms [2021-01-21 09:17:28 main:574] : INFO : Epoch 662 | loss: 0.0312279 | val_loss: 0.0312281 | Time: 1636.12 ms [2021-01-21 09:17:30 main:574] : INFO : Epoch 663 | loss: 0.0312276 | val_loss: 0.0312263 | Time: 1595.52 ms [2021-01-21 09:17:32 main:574] : INFO : Epoch 664 | loss: 0.0312271 | val_loss: 0.0312271 | Time: 1597.91 ms [2021-01-21 09:17:33 main:574] : INFO : Epoch 665 | loss: 0.0312268 | val_loss: 0.0312269 | Time: 1605.14 ms [2021-01-21 09:17:35 main:574] : INFO : Epoch 666 | loss: 0.031227 | val_loss: 0.0312276 | Time: 1599.51 ms [2021-01-21 09:17:36 main:574] : INFO : Epoch 667 | loss: 0.0312278 | val_loss: 0.0312267 | Time: 1617.41 ms [2021-01-21 09:17:38 main:574] : INFO : Epoch 668 | loss: 0.0312269 | val_loss: 0.0312288 | Time: 1622.84 ms [2021-01-21 09:17:40 main:574] : INFO : Epoch 669 | loss: 0.0312288 | val_loss: 0.0312271 | Time: 1673.32 ms [2021-01-21 09:17:41 main:574] : INFO : Epoch 670 | loss: 0.0312271 | val_loss: 0.0312277 | Time: 1624.98 ms [2021-01-21 09:17:43 main:574] : INFO : Epoch 671 | loss: 0.031228 | val_loss: 0.0312267 | Time: 1610.24 ms [2021-01-21 09:17:45 main:574] : INFO : Epoch 672 | loss: 0.0312274 | val_loss: 0.0312266 | Time: 1623.46 ms [2021-01-21 09:17:46 main:574] : INFO : Epoch 673 | loss: 0.0312273 | val_loss: 0.0312262 | Time: 1612.52 ms [2021-01-21 09:17:48 main:574] : INFO : Epoch 674 | loss: 0.0312271 | val_loss: 0.0312264 | Time: 1599.86 ms [2021-01-21 09:17:49 main:574] : INFO : Epoch 675 | loss: 0.0312271 | val_loss: 0.0312266 | Time: 1642.28 ms [2021-01-21 09:17:51 main:574] : INFO : Epoch 676 | loss: 0.0312275 | val_loss: 0.0312271 | Time: 1604.96 ms [2021-01-21 09:17:53 main:574] : INFO : Epoch 677 | loss: 0.0312281 | val_loss: 0.0312295 | Time: 1635.39 ms [2021-01-21 09:17:54 main:574] : INFO : Epoch 678 | loss: 0.0312285 | val_loss: 0.0312286 | Time: 1629.13 ms [2021-01-21 09:17:56 main:574] : INFO : Epoch 679 | loss: 0.0312273 | val_loss: 0.0312269 | Time: 1608.31 ms [2021-01-21 09:17:58 main:574] : INFO : Epoch 680 | loss: 0.0312276 | val_loss: 0.0312272 | Time: 1657.95 ms [2021-01-21 09:17:59 main:574] : INFO : Epoch 681 | loss: 0.0312274 | val_loss: 0.0312263 | Time: 1665.73 ms [2021-01-21 09:18:01 main:574] : INFO : Epoch 682 | loss: 0.0312274 | val_loss: 0.0312265 | Time: 1622.59 ms [2021-01-21 09:18:03 main:574] : INFO : Epoch 683 | loss: 0.0312272 | val_loss: 0.0312266 | Time: 1631.67 ms [2021-01-21 09:18:04 main:574] : INFO : Epoch 684 | loss: 0.0312277 | val_loss: 0.0312278 | Time: 1619.34 ms [2021-01-21 09:18:06 main:574] : INFO : Epoch 685 | loss: 0.031228 | val_loss: 0.0312289 | Time: 1637.33 ms [2021-01-21 09:18:08 main:574] : INFO : Epoch 686 | loss: 0.0312281 | val_loss: 0.0312265 | Time: 1613.74 ms [2021-01-21 09:18:09 main:574] : INFO : Epoch 687 | loss: 0.0312273 | val_loss: 0.0312264 | Time: 1620.56 ms [2021-01-21 09:18:11 main:574] : INFO : Epoch 688 | loss: 0.0312275 | val_loss: 0.0312278 | Time: 1643.67 ms [2021-01-21 09:18:12 main:574] : INFO : Epoch 689 | loss: 0.0312275 | val_loss: 0.0312279 | Time: 1603.14 ms [2021-01-21 09:18:14 main:574] : INFO : Epoch 690 | loss: 0.031228 | val_loss: 0.0312269 | Time: 1690.58 ms [2021-01-21 09:18:16 main:574] : INFO : Epoch 691 | loss: 0.0312274 | val_loss: 0.0312268 | Time: 1624.14 ms [2021-01-21 09:18:17 main:574] : INFO : Epoch 692 | loss: 0.0312274 | val_loss: 0.0312263 | Time: 1590.17 ms [2021-01-21 09:18:19 main:574] : INFO : Epoch 693 | loss: 0.0312271 | val_loss: 0.031228 | Time: 1606.4 ms [2021-01-21 09:18:21 main:574] : INFO : Epoch 694 | loss: 0.0312271 | val_loss: 0.0312271 | Time: 1644.74 ms [2021-01-21 09:18:22 main:574] : INFO : Epoch 695 | loss: 0.0312269 | val_loss: 0.0312263 | Time: 1633.58 ms [2021-01-21 09:18:24 main:574] : INFO : Epoch 696 | loss: 0.031227 | val_loss: 0.0312275 | Time: 1600.9 ms [2021-01-21 09:18:25 main:574] : INFO : Epoch 697 | loss: 0.0312275 | val_loss: 0.0312269 | Time: 1590.11 ms [2021-01-21 09:18:27 main:574] : INFO : Epoch 698 | loss: 0.0312277 | val_loss: 0.0312265 | Time: 1613.48 ms [2021-01-21 09:18:29 main:574] : INFO : Epoch 699 | loss: 0.031227 | val_loss: 0.0312262 | Time: 1620.94 ms [2021-01-21 09:18:30 main:574] : INFO : Epoch 700 | loss: 0.0312273 | val_loss: 0.0312265 | Time: 1601.67 ms [2021-01-21 09:18:32 main:574] : INFO : Epoch 701 | loss: 0.0312269 | val_loss: 0.0312262 | Time: 1651.22 ms [2021-01-21 09:18:34 main:574] : INFO : Epoch 702 | loss: 0.0312268 | val_loss: 0.0312264 | Time: 1594.32 ms [2021-01-21 09:18:35 main:574] : INFO : Epoch 703 | loss: 0.0312274 | val_loss: 0.0312264 | Time: 1600.71 ms [2021-01-21 09:18:37 main:574] : INFO : Epoch 704 | loss: 0.0312272 | val_loss: 0.0312263 | Time: 1620.49 ms [2021-01-21 09:18:38 main:574] : INFO : Epoch 705 | loss: 0.0312272 | val_loss: 0.031227 | Time: 1623.93 ms [2021-01-21 09:18:40 main:574] : INFO : Epoch 706 | loss: 0.031227 | val_loss: 0.0312269 | Time: 1592.24 ms [2021-01-21 09:18:42 main:574] : INFO : Epoch 707 | loss: 0.0312271 | val_loss: 0.0312274 | Time: 1592.42 ms [2021-01-21 09:18:43 main:574] : INFO : Epoch 708 | loss: 0.0312276 | val_loss: 0.0312276 | Time: 1614.89 ms [2021-01-21 09:18:45 main:574] : INFO : Epoch 709 | loss: 0.0312273 | val_loss: 0.0312273 | Time: 1607.72 ms [2021-01-21 09:18:47 main:574] : INFO : Epoch 710 | loss: 0.0312275 | val_loss: 0.0312264 | Time: 1604.34 ms [2021-01-21 09:18:48 main:574] : INFO : Epoch 711 | loss: 0.0312277 | val_loss: 0.0312268 | Time: 1646.12 ms [2021-01-21 09:18:50 main:574] : INFO : Epoch 712 | loss: 0.0312273 | val_loss: 0.0312266 | Time: 1617.01 ms [2021-01-21 09:18:51 main:574] : INFO : Epoch 713 | loss: 0.031228 | val_loss: 0.0312273 | Time: 1613.78 ms [2021-01-21 09:18:53 main:574] : INFO : Epoch 714 | loss: 0.0312287 | val_loss: 0.0312283 | Time: 1604.27 ms [2021-01-21 09:18:55 main:574] : INFO : Epoch 715 | loss: 0.0312295 | val_loss: 0.0312269 | Time: 1612.12 ms [2021-01-21 09:18:56 main:574] : INFO : Epoch 716 | loss: 0.0312272 | val_loss: 0.0312262 | Time: 1616.47 ms [2021-01-21 09:18:58 main:574] : INFO : Epoch 717 | loss: 0.0312277 | val_loss: 0.031229 | Time: 1609.66 ms [2021-01-21 09:19:00 main:574] : INFO : Epoch 718 | loss: 0.0312273 | val_loss: 0.0312266 | Time: 1691.9 ms [2021-01-21 09:19:01 main:574] : INFO : Epoch 719 | loss: 0.0312275 | val_loss: 0.0312263 | Time: 1634.84 ms [2021-01-21 09:19:03 main:574] : INFO : Epoch 720 | loss: 0.0312274 | val_loss: 0.0312266 | Time: 1611.24 ms [2021-01-21 09:19:05 main:574] : INFO : Epoch 721 | loss: 0.0312273 | val_loss: 0.0312283 | Time: 1613.19 ms [2021-01-21 09:19:06 main:574] : INFO : Epoch 722 | loss: 0.031228 | val_loss: 0.0312268 | Time: 1608.51 ms [2021-01-21 09:19:08 main:574] : INFO : Epoch 723 | loss: 0.0312277 | val_loss: 0.0312265 | Time: 1603.86 ms [2021-01-21 09:19:09 main:574] : INFO : Epoch 724 | loss: 0.031228 | val_loss: 0.0312282 | Time: 1608.64 ms [2021-01-21 09:19:11 main:574] : INFO : Epoch 725 | loss: 0.0312277 | val_loss: 0.0312285 | Time: 1616.61 ms [2021-01-21 09:19:13 main:574] : INFO : Epoch 726 | loss: 0.0312279 | val_loss: 0.0312262 | Time: 1593.43 ms [2021-01-21 09:19:14 main:574] : INFO : Epoch 727 | loss: 0.031227 | val_loss: 0.0312269 | Time: 1634.26 ms [2021-01-21 09:19:16 main:574] : INFO : Epoch 728 | loss: 0.0312271 | val_loss: 0.0312274 | Time: 1613.15 ms [2021-01-21 09:19:18 main:574] : INFO : Epoch 729 | loss: 0.031227 | val_loss: 0.0312262 | Time: 1607.86 ms [2021-01-21 09:19:19 main:574] : INFO : Epoch 730 | loss: 0.0312271 | val_loss: 0.0312267 | Time: 1631.45 ms [2021-01-21 09:19:21 main:574] : INFO : Epoch 731 | loss: 0.0312283 | val_loss: 0.031227 | Time: 1644.77 ms [2021-01-21 09:19:22 main:574] : INFO : Epoch 732 | loss: 0.0312278 | val_loss: 0.0312302 | Time: 1599.01 ms [2021-01-21 09:19:24 main:574] : INFO : Epoch 733 | loss: 0.0312281 | val_loss: 0.031227 | Time: 1608.15 ms [2021-01-21 09:19:26 main:574] : INFO : Epoch 734 | loss: 0.0312276 | val_loss: 0.0312273 | Time: 1606.11 ms [2021-01-21 09:19:27 main:574] : INFO : Epoch 735 | loss: 0.0312278 | val_loss: 0.0312265 | Time: 1609.36 ms [2021-01-21 09:19:29 main:574] : INFO : Epoch 736 | loss: 0.0312271 | val_loss: 0.0312294 | Time: 1616.99 ms [2021-01-21 09:19:31 main:574] : INFO : Epoch 737 | loss: 0.031228 | val_loss: 0.0312271 | Time: 1626.85 ms [2021-01-21 09:19:32 main:574] : INFO : Epoch 738 | loss: 0.0312274 | val_loss: 0.031227 | Time: 1613.82 ms [2021-01-21 09:19:34 main:574] : INFO : Epoch 739 | loss: 0.0312269 | val_loss: 0.0312263 | Time: 1586 ms [2021-01-21 09:19:35 main:574] : INFO : Epoch 740 | loss: 0.0312279 | val_loss: 0.0312264 | Time: 1609.43 ms [2021-01-21 09:19:37 main:574] : INFO : Epoch 741 | loss: 0.0312271 | val_loss: 0.0312262 | Time: 1615.66 ms [2021-01-21 09:19:39 main:574] : INFO : Epoch 742 | loss: 0.0312271 | val_loss: 0.0312265 | Time: 1599.96 ms [2021-01-21 09:19:40 main:574] : INFO : Epoch 743 | loss: 0.031227 | val_loss: 0.0312262 | Time: 1600.5 ms [2021-01-21 09:19:42 main:574] : INFO : Epoch 744 | loss: 0.0312272 | val_loss: 0.0312262 | Time: 1604.14 ms [2021-01-21 09:19:43 main:574] : INFO : Epoch 745 | loss: 0.0312278 | val_loss: 0.0312266 | Time: 1614.89 ms [2021-01-21 09:19:45 main:574] : INFO : Epoch 746 | loss: 0.0312282 | val_loss: 0.0312284 | Time: 1598.42 ms [2021-01-21 09:19:47 main:574] : INFO : Epoch 747 | loss: 0.0312273 | val_loss: 0.0312268 | Time: 1609.95 ms [2021-01-21 09:19:48 main:574] : INFO : Epoch 748 | loss: 0.0312271 | val_loss: 0.0312264 | Time: 1607.48 ms [2021-01-21 09:19:50 main:574] : INFO : Epoch 749 | loss: 0.0312277 | val_loss: 0.0312264 | Time: 1610.62 ms [2021-01-21 09:19:52 main:574] : INFO : Epoch 750 | loss: 0.0312279 | val_loss: 0.0312271 | Time: 1605.3 ms [2021-01-21 09:19:53 main:574] : INFO : Epoch 751 | loss: 0.0312275 | val_loss: 0.0312274 | Time: 1657.59 ms [2021-01-21 09:19:55 main:574] : INFO : Epoch 752 | loss: 0.0312274 | val_loss: 0.0312289 | Time: 1601.31 ms [2021-01-21 09:19:56 main:574] : INFO : Epoch 753 | loss: 0.0312282 | val_loss: 0.0312264 | Time: 1608.23 ms [2021-01-21 09:19:58 main:574] : INFO : Epoch 754 | loss: 0.0312287 | val_loss: 0.0312278 | Time: 1616.83 ms [2021-01-21 09:20:00 main:574] : INFO : Epoch 755 | loss: 0.0312285 | val_loss: 0.0312277 | Time: 1622.88 ms [2021-01-21 09:20:01 main:574] : INFO : Epoch 756 | loss: 0.0312288 | val_loss: 0.0312284 | Time: 1633.07 ms [2021-01-21 09:20:03 main:574] : INFO : Epoch 757 | loss: 0.0312291 | val_loss: 0.0312274 | Time: 1625.12 ms [2021-01-21 09:20:05 main:574] : INFO : Epoch 758 | loss: 0.0312288 | val_loss: 0.0312267 | Time: 1627.33 ms [2021-01-21 09:20:06 main:574] : INFO : Epoch 759 | loss: 0.0312282 | val_loss: 0.0312263 | Time: 1595.01 ms [2021-01-21 09:20:08 main:574] : INFO : Epoch 760 | loss: 0.0312279 | val_loss: 0.0312264 | Time: 1602.25 ms [2021-01-21 09:20:10 main:574] : INFO : Epoch 761 | loss: 0.0312282 | val_loss: 0.0312287 | Time: 1636.79 ms [2021-01-21 09:20:11 main:574] : INFO : Epoch 762 | loss: 0.0312276 | val_loss: 0.0312284 | Time: 1619.05 ms [2021-01-21 09:20:13 main:574] : INFO : Epoch 763 | loss: 0.0312277 | val_loss: 0.031227 | Time: 1584.81 ms [2021-01-21 09:20:14 main:574] : INFO : Epoch 764 | loss: 0.0312277 | val_loss: 0.0312268 | Time: 1630.64 ms [2021-01-21 09:20:16 main:574] : INFO : Epoch 765 | loss: 0.0312272 | val_loss: 0.0312292 | Time: 1672.69 ms [2021-01-21 09:20:18 main:574] : INFO : Epoch 766 | loss: 0.0312288 | val_loss: 0.0312308 | Time: 1598.55 ms [2021-01-21 09:20:19 main:574] : INFO : Epoch 767 | loss: 0.0312296 | val_loss: 0.0312292 | Time: 1636.58 ms [2021-01-21 09:20:21 main:574] : INFO : Epoch 768 | loss: 0.0312302 | val_loss: 0.03123 | Time: 1612.95 ms [2021-01-21 09:20:23 main:574] : INFO : Epoch 769 | loss: 0.0312302 | val_loss: 0.0312293 | Time: 1629.37 ms [2021-01-21 09:20:24 main:574] : INFO : Epoch 770 | loss: 0.031228 | val_loss: 0.0312266 | Time: 1581.41 ms [2021-01-21 09:20:26 main:574] : INFO : Epoch 771 | loss: 0.0312271 | val_loss: 0.0312265 | Time: 1620.05 ms [2021-01-21 09:20:27 main:574] : INFO : Epoch 772 | loss: 0.0312273 | val_loss: 0.0312269 | Time: 1588.54 ms [2021-01-21 09:20:29 main:574] : INFO : Epoch 773 | loss: 0.0312272 | val_loss: 0.0312266 | Time: 1611.01 ms [2021-01-21 09:20:31 main:574] : INFO : Epoch 774 | loss: 0.0312276 | val_loss: 0.0312264 | Time: 1760.96 ms [2021-01-21 09:20:33 main:574] : INFO : Epoch 775 | loss: 0.0312273 | val_loss: 0.0312274 | Time: 1891.4 ms [2021-01-21 09:20:35 main:574] : INFO : Epoch 776 | loss: 0.0312281 | val_loss: 0.0312271 | Time: 1827.77 ms [2021-01-21 09:20:36 main:574] : INFO : Epoch 777 | loss: 0.0312272 | val_loss: 0.0312269 | Time: 1654.63 ms [2021-01-21 09:20:38 main:574] : INFO : Epoch 778 | loss: 0.0312283 | val_loss: 0.0312289 | Time: 1655.05 ms [2021-01-21 09:20:40 main:574] : INFO : Epoch 779 | loss: 0.0312285 | val_loss: 0.0312267 | Time: 1658.53 ms [2021-01-21 09:20:41 main:574] : INFO : Epoch 780 | loss: 0.0312276 | val_loss: 0.0312265 | Time: 1635.95 ms [2021-01-21 09:20:43 main:574] : INFO : Epoch 781 | loss: 0.0312284 | val_loss: 0.0312263 | Time: 1621.09 ms [2021-01-21 09:20:45 main:574] : INFO : Epoch 782 | loss: 0.031229 | val_loss: 0.0312266 | Time: 1732.56 ms [2021-01-21 09:20:46 main:574] : INFO : Epoch 783 | loss: 0.0312294 | val_loss: 0.031227 | Time: 1594.28 ms [2021-01-21 09:20:48 main:574] : INFO : Epoch 784 | loss: 0.0312278 | val_loss: 0.031227 | Time: 1599.86 ms [2021-01-21 09:20:49 main:574] : INFO : Epoch 785 | loss: 0.0312275 | val_loss: 0.0312279 | Time: 1573.94 ms [2021-01-21 09:20:51 main:574] : INFO : Epoch 786 | loss: 0.0312277 | val_loss: 0.0312271 | Time: 1629.6 ms [2021-01-21 09:20:53 main:574] : INFO : Epoch 787 | loss: 0.0312277 | val_loss: 0.0312277 | Time: 1726.94 ms [2021-01-21 09:20:55 main:574] : INFO : Epoch 788 | loss: 0.0312278 | val_loss: 0.0312268 | Time: 1731.2 ms [2021-01-21 09:20:56 main:574] : INFO : Epoch 789 | loss: 0.0312282 | val_loss: 0.0312289 | Time: 1729.91 ms [2021-01-21 09:20:58 main:574] : INFO : Epoch 790 | loss: 0.031228 | val_loss: 0.0312261 | Time: 1623.61 ms [2021-01-21 09:21:00 main:574] : INFO : Epoch 791 | loss: 0.0312271 | val_loss: 0.0312266 | Time: 1618.15 ms [2021-01-21 09:21:01 main:574] : INFO : Epoch 792 | loss: 0.0312271 | val_loss: 0.0312265 | Time: 1592.61 ms [2021-01-21 09:21:03 main:574] : INFO : Epoch 793 | loss: 0.0312281 | val_loss: 0.0312279 | Time: 1597.13 ms [2021-01-21 09:21:04 main:574] : INFO : Epoch 794 | loss: 0.0312275 | val_loss: 0.0312265 | Time: 1594.87 ms [2021-01-21 09:21:06 main:574] : INFO : Epoch 795 | loss: 0.0312271 | val_loss: 0.0312271 | Time: 1602.88 ms [2021-01-21 09:21:08 main:574] : INFO : Epoch 796 | loss: 0.0312279 | val_loss: 0.031228 | Time: 1577.02 ms [2021-01-21 09:21:09 main:574] : INFO : Epoch 797 | loss: 0.0312287 | val_loss: 0.0312276 | Time: 1586.83 ms [2021-01-21 09:21:11 main:574] : INFO : Epoch 798 | loss: 0.031228 | val_loss: 0.0312276 | Time: 1593.72 ms [2021-01-21 09:21:12 main:574] : INFO : Epoch 799 | loss: 0.0312282 | val_loss: 0.0312265 | Time: 1588.73 ms [2021-01-21 09:21:14 main:574] : INFO : Epoch 800 | loss: 0.0312279 | val_loss: 0.0312279 | Time: 1575.25 ms [2021-01-21 09:21:16 main:574] : INFO : Epoch 801 | loss: 0.031228 | val_loss: 0.0312269 | Time: 1576.35 ms [2021-01-21 09:21:17 main:574] : INFO : Epoch 802 | loss: 0.0312275 | val_loss: 0.0312267 | Time: 1583.68 ms [2021-01-21 09:21:19 main:574] : INFO : Epoch 803 | loss: 0.031228 | val_loss: 0.0312269 | Time: 1595.48 ms [2021-01-21 09:21:20 main:574] : INFO : Epoch 804 | loss: 0.0312282 | val_loss: 0.031227 | Time: 1613.5 ms [2021-01-21 09:21:22 main:574] : INFO : Epoch 805 | loss: 0.0312272 | val_loss: 0.0312266 | Time: 1591.49 ms [2021-01-21 09:21:24 main:574] : INFO : Epoch 806 | loss: 0.0312281 | val_loss: 0.0312284 | Time: 1599.79 ms [2021-01-21 09:21:25 main:574] : INFO : Epoch 807 | loss: 0.0312287 | val_loss: 0.0312273 | Time: 1584.1 ms [2021-01-21 09:21:27 main:574] : INFO : Epoch 808 | loss: 0.0312277 | val_loss: 0.0312276 | Time: 1577.88 ms [2021-01-21 09:21:28 main:574] : INFO : Epoch 809 | loss: 0.0312278 | val_loss: 0.031228 | Time: 1580.74 ms [2021-01-21 09:21:30 main:574] : INFO : Epoch 810 | loss: 0.0312278 | val_loss: 0.0312264 | Time: 1611.72 ms [2021-01-21 09:21:32 main:574] : INFO : Epoch 811 | loss: 0.0312284 | val_loss: 0.0312264 | Time: 1629.1 ms [2021-01-21 09:21:33 main:574] : INFO : Epoch 812 | loss: 0.0312276 | val_loss: 0.0312263 | Time: 1596.05 ms [2021-01-21 09:21:35 main:574] : INFO : Epoch 813 | loss: 0.0312271 | val_loss: 0.031227 | Time: 1608.68 ms [2021-01-21 09:21:36 main:574] : INFO : Epoch 814 | loss: 0.0312284 | val_loss: 0.0312272 | Time: 1575.69 ms [2021-01-21 09:21:38 main:574] : INFO : Epoch 815 | loss: 0.0312281 | val_loss: 0.0312309 | Time: 1604.78 ms [2021-01-21 09:21:40 main:574] : INFO : Epoch 816 | loss: 0.0312287 | val_loss: 0.0312291 | Time: 1599.33 ms [2021-01-21 09:21:41 main:574] : INFO : Epoch 817 | loss: 0.031228 | val_loss: 0.0312283 | Time: 1573.15 ms [2021-01-21 09:21:43 main:574] : INFO : Epoch 818 | loss: 0.0312282 | val_loss: 0.0312275 | Time: 1594.11 ms [2021-01-21 09:21:44 main:574] : INFO : Epoch 819 | loss: 0.0312285 | val_loss: 0.031228 | Time: 1616.93 ms [2021-01-21 09:21:46 main:574] : INFO : Epoch 820 | loss: 0.0312271 | val_loss: 0.0312272 | Time: 1600.49 ms [2021-01-21 09:21:48 main:574] : INFO : Epoch 821 | loss: 0.0312281 | val_loss: 0.0312266 | Time: 1613.86 ms [2021-01-21 09:21:49 main:574] : INFO : Epoch 822 | loss: 0.0312274 | val_loss: 0.0312265 | Time: 1607.27 ms [2021-01-21 09:21:51 main:574] : INFO : Epoch 823 | loss: 0.0312281 | val_loss: 0.0312276 | Time: 1640.29 ms [2021-01-21 09:21:53 main:574] : INFO : Epoch 824 | loss: 0.031228 | val_loss: 0.0312278 | Time: 1634.13 ms [2021-01-21 09:21:54 main:574] : INFO : Epoch 825 | loss: 0.0312277 | val_loss: 0.0312266 | Time: 1657.93 ms [2021-01-21 09:21:56 main:574] : INFO : Epoch 826 | loss: 0.031227 | val_loss: 0.0312269 | Time: 1762.56 ms [2021-01-21 09:21:58 main:574] : INFO : Epoch 827 | loss: 0.0312273 | val_loss: 0.031228 | Time: 1820.06 ms [2021-01-21 09:22:00 main:574] : INFO : Epoch 828 | loss: 0.0312275 | val_loss: 0.0312287 | Time: 1767.78 ms [2021-01-21 09:22:01 main:574] : INFO : Epoch 829 | loss: 0.0312278 | val_loss: 0.0312275 | Time: 1714.3 ms [2021-01-21 09:22:03 main:574] : INFO : Epoch 830 | loss: 0.0312274 | val_loss: 0.0312264 | Time: 1640.11 ms [2021-01-21 09:22:05 main:574] : INFO : Epoch 831 | loss: 0.0312279 | val_loss: 0.0312299 | Time: 1643.23 ms [2021-01-21 09:22:06 main:574] : INFO : Epoch 832 | loss: 0.0312292 | val_loss: 0.0312309 | Time: 1646.32 ms [2021-01-21 09:22:08 main:574] : INFO : Epoch 833 | loss: 0.0312305 | val_loss: 0.0312269 | Time: 1604.43 ms [2021-01-21 09:22:10 main:574] : INFO : Epoch 834 | loss: 0.0312281 | val_loss: 0.0312298 | Time: 1599.61 ms [2021-01-21 09:22:11 main:574] : INFO : Epoch 835 | loss: 0.0312289 | val_loss: 0.0312276 | Time: 1604.63 ms [2021-01-21 09:22:13 main:574] : INFO : Epoch 836 | loss: 0.0312285 | val_loss: 0.0312269 | Time: 1622.01 ms [2021-01-21 09:22:15 main:574] : INFO : Epoch 837 | loss: 0.0312283 | val_loss: 0.0312273 | Time: 1646.42 ms [2021-01-21 09:22:16 main:574] : INFO : Epoch 838 | loss: 0.0312278 | val_loss: 0.0312264 | Time: 1652.21 ms [2021-01-21 09:22:18 main:574] : INFO : Epoch 839 | loss: 0.0312274 | val_loss: 0.031227 | Time: 1646.72 ms [2021-01-21 09:22:19 main:574] : INFO : Epoch 840 | loss: 0.0312274 | val_loss: 0.0312268 | Time: 1633.49 ms [2021-01-21 09:22:21 main:574] : INFO : Epoch 841 | loss: 0.0312272 | val_loss: 0.0312262 | Time: 1700.02 ms [2021-01-21 09:22:23 main:574] : INFO : Epoch 842 | loss: 0.0312273 | val_loss: 0.0312272 | Time: 1706.63 ms [2021-01-21 09:22:25 main:574] : INFO : Epoch 843 | loss: 0.031228 | val_loss: 0.0312271 | Time: 1627.84 ms [2021-01-21 09:22:26 main:574] : INFO : Epoch 844 | loss: 0.0312274 | val_loss: 0.0312276 | Time: 1630.73 ms [2021-01-21 09:22:28 main:574] : INFO : Epoch 845 | loss: 0.0312273 | val_loss: 0.0312263 | Time: 1629.83 ms [2021-01-21 09:22:29 main:574] : INFO : Epoch 846 | loss: 0.031228 | val_loss: 0.0312275 | Time: 1609.97 ms [2021-01-21 09:22:31 main:574] : INFO : Epoch 847 | loss: 0.0312284 | val_loss: 0.0312263 | Time: 1612.62 ms [2021-01-21 09:22:33 main:574] : INFO : Epoch 848 | loss: 0.0312283 | val_loss: 0.0312299 | Time: 1583.71 ms [2021-01-21 09:22:34 main:574] : INFO : Epoch 849 | loss: 0.031228 | val_loss: 0.031227 | Time: 1608.3 ms [2021-01-21 09:22:36 main:574] : INFO : Epoch 850 | loss: 0.0312278 | val_loss: 0.0312267 | Time: 1595.24 ms [2021-01-21 09:22:37 main:574] : INFO : Epoch 851 | loss: 0.0312285 | val_loss: 0.0312275 | Time: 1584.55 ms [2021-01-21 09:22:39 main:574] : INFO : Epoch 852 | loss: 0.0312285 | val_loss: 0.0312284 | Time: 1600.56 ms [2021-01-21 09:22:41 main:574] : INFO : Epoch 853 | loss: 0.0312284 | val_loss: 0.0312264 | Time: 1625.99 ms [2021-01-21 09:22:42 main:574] : INFO : Epoch 854 | loss: 0.0312275 | val_loss: 0.0312268 | Time: 1606.22 ms [2021-01-21 09:22:44 main:574] : INFO : Epoch 855 | loss: 0.0312273 | val_loss: 0.0312266 | Time: 1601.53 ms [2021-01-21 09:22:46 main:574] : INFO : Epoch 856 | loss: 0.03123 | val_loss: 0.0312312 | Time: 1629.79 ms [2021-01-21 09:22:47 main:574] : INFO : Epoch 857 | loss: 0.0312295 | val_loss: 0.0312265 | Time: 1614.69 ms [2021-01-21 09:22:49 main:574] : INFO : Epoch 858 | loss: 0.0312279 | val_loss: 0.0312274 | Time: 1641.93 ms [2021-01-21 09:22:51 main:574] : INFO : Epoch 859 | loss: 0.031229 | val_loss: 0.0312302 | Time: 1605.89 ms [2021-01-21 09:22:53 main:574] : INFO : Epoch 860 | loss: 0.031228 | val_loss: 0.0312276 | Time: 1618.32 ms [2021-01-21 09:22:54 main:574] : INFO : Epoch 861 | loss: 0.0312278 | val_loss: 0.0312271 | Time: 1579.68 ms [2021-01-21 09:22:56 main:574] : INFO : Epoch 862 | loss: 0.0312287 | val_loss: 0.0312309 | Time: 1646.59 ms [2021-01-21 09:22:58 main:574] : INFO : Epoch 863 | loss: 0.0312294 | val_loss: 0.0312281 | Time: 1693.1 ms [2021-01-21 09:22:59 main:574] : INFO : Epoch 864 | loss: 0.0312284 | val_loss: 0.0312295 | Time: 1654.36 ms [2021-01-21 09:23:01 main:574] : INFO : Epoch 865 | loss: 0.0312295 | val_loss: 0.031227 | Time: 1618.35 ms [2021-01-21 09:23:02 main:574] : INFO : Epoch 866 | loss: 0.0312288 | val_loss: 0.0312267 | Time: 1626.3 ms [2021-01-21 09:23:04 main:574] : INFO : Epoch 867 | loss: 0.0312283 | val_loss: 0.031228 | Time: 1603.99 ms [2021-01-21 09:23:06 main:574] : INFO : Epoch 868 | loss: 0.031228 | val_loss: 0.0312272 | Time: 1592.42 ms [2021-01-21 09:23:07 main:574] : INFO : Epoch 869 | loss: 0.0312279 | val_loss: 0.0312281 | Time: 1611.02 ms [2021-01-21 09:23:09 main:574] : INFO : Epoch 870 | loss: 0.0312294 | val_loss: 0.0312304 | Time: 1600.94 ms [2021-01-21 09:23:10 main:574] : INFO : Epoch 871 | loss: 0.0312284 | val_loss: 0.0312282 | Time: 1599.86 ms [2021-01-21 09:23:12 main:574] : INFO : Epoch 872 | loss: 0.0312278 | val_loss: 0.0312271 | Time: 1599.14 ms [2021-01-21 09:23:14 main:574] : INFO : Epoch 873 | loss: 0.031228 | val_loss: 0.0312276 | Time: 1595.86 ms [2021-01-21 09:23:15 main:574] : INFO : Epoch 874 | loss: 0.0312291 | val_loss: 0.0312282 | Time: 1625.91 ms [2021-01-21 09:23:17 main:574] : INFO : Epoch 875 | loss: 0.0312282 | val_loss: 0.0312275 | Time: 1604.03 ms [2021-01-21 09:23:19 main:574] : INFO : Epoch 876 | loss: 0.0312297 | val_loss: 0.031227 | Time: 1604.86 ms [2021-01-21 09:23:20 main:574] : INFO : Epoch 877 | loss: 0.0312285 | val_loss: 0.0312292 | Time: 1604.46 ms [2021-01-21 09:23:22 main:574] : INFO : Epoch 878 | loss: 0.03123 | val_loss: 0.0312309 | Time: 1616.3 ms [2021-01-21 09:23:23 main:574] : INFO : Epoch 879 | loss: 0.0312291 | val_loss: 0.0312306 | Time: 1608.13 ms [2021-01-21 09:23:25 main:574] : INFO : Epoch 880 | loss: 0.0312285 | val_loss: 0.0312287 | Time: 1595.44 ms [2021-01-21 09:23:27 main:574] : INFO : Epoch 881 | loss: 0.0312277 | val_loss: 0.0312276 | Time: 1603.84 ms [2021-01-21 09:23:28 main:574] : INFO : Epoch 882 | loss: 0.031228 | val_loss: 0.0312267 | Time: 1610.57 ms [2021-01-21 09:23:30 main:574] : INFO : Epoch 883 | loss: 0.0312282 | val_loss: 0.0312266 | Time: 1606.16 ms [2021-01-21 09:23:32 main:574] : INFO : Epoch 884 | loss: 0.0312277 | val_loss: 0.0312286 | Time: 1623.93 ms [2021-01-21 09:23:33 main:574] : INFO : Epoch 885 | loss: 0.0312291 | val_loss: 0.0312275 | Time: 1603.65 ms [2021-01-21 09:23:35 main:574] : INFO : Epoch 886 | loss: 0.0312281 | val_loss: 0.0312267 | Time: 1620.42 ms [2021-01-21 09:23:36 main:574] : INFO : Epoch 887 | loss: 0.0312298 | val_loss: 0.031227 | Time: 1573.37 ms [2021-01-21 09:23:38 main:574] : INFO : Epoch 888 | loss: 0.0312279 | val_loss: 0.0312274 | Time: 1622.13 ms [2021-01-21 09:23:40 main:574] : INFO : Epoch 889 | loss: 0.0312323 | val_loss: 0.0312337 | Time: 1605.61 ms [2021-01-21 09:23:41 main:574] : INFO : Epoch 890 | loss: 0.0312323 | val_loss: 0.0312295 | Time: 1609.09 ms [2021-01-21 09:23:43 main:574] : INFO : Epoch 891 | loss: 0.0312292 | val_loss: 0.0312295 | Time: 1604.89 ms [2021-01-21 09:23:44 main:574] : INFO : Epoch 892 | loss: 0.0312278 | val_loss: 0.0312317 | Time: 1612.76 ms [2021-01-21 09:23:46 main:574] : INFO : Epoch 893 | loss: 0.031228 | val_loss: 0.0312263 | Time: 1616.66 ms [2021-01-21 09:23:48 main:574] : INFO : Epoch 894 | loss: 0.0312274 | val_loss: 0.0312268 | Time: 1610.18 ms [2021-01-21 09:23:49 main:574] : INFO : Epoch 895 | loss: 0.0312288 | val_loss: 0.0312282 | Time: 1607.94 ms [2021-01-21 09:23:51 main:574] : INFO : Epoch 896 | loss: 0.0312301 | val_loss: 0.0312305 | Time: 1599.06 ms [2021-01-21 09:23:53 main:574] : INFO : Epoch 897 | loss: 0.0312286 | val_loss: 0.0312269 | Time: 1568.14 ms [2021-01-21 09:23:54 main:574] : INFO : Epoch 898 | loss: 0.0312279 | val_loss: 0.0312283 | Time: 1593.29 ms [2021-01-21 09:23:56 main:574] : INFO : Epoch 899 | loss: 0.0312278 | val_loss: 0.031227 | Time: 1624.24 ms [2021-01-21 09:23:57 main:574] : INFO : Epoch 900 | loss: 0.0312284 | val_loss: 0.0312268 | Time: 1603.67 ms [2021-01-21 09:23:59 main:574] : INFO : Epoch 901 | loss: 0.0312279 | val_loss: 0.0312263 | Time: 1601.06 ms [2021-01-21 09:24:01 main:574] : INFO : Epoch 902 | loss: 0.0312277 | val_loss: 0.0312267 | Time: 1616.48 ms [2021-01-21 09:24:02 main:574] : INFO : Epoch 903 | loss: 0.0312277 | val_loss: 0.0312273 | Time: 1614.77 ms [2021-01-21 09:24:04 main:574] : INFO : Epoch 904 | loss: 0.0312278 | val_loss: 0.0312274 | Time: 1594.01 ms [2021-01-21 09:24:05 main:574] : INFO : Epoch 905 | loss: 0.0312279 | val_loss: 0.0312274 | Time: 1595.5 ms [2021-01-21 09:24:07 main:574] : INFO : Epoch 906 | loss: 0.0312277 | val_loss: 0.0312272 | Time: 1626.6 ms [2021-01-21 09:24:09 main:574] : INFO : Epoch 907 | loss: 0.0312276 | val_loss: 0.0312267 | Time: 1602.65 ms [2021-01-21 09:24:10 main:574] : INFO : Epoch 908 | loss: 0.0312284 | val_loss: 0.0312276 | Time: 1601.44 ms [2021-01-21 09:24:12 main:574] : INFO : Epoch 909 | loss: 0.0312287 | val_loss: 0.0312277 | Time: 1606.76 ms [2021-01-21 09:24:14 main:574] : INFO : Epoch 910 | loss: 0.0312289 | val_loss: 0.0312271 | Time: 1613.52 ms [2021-01-21 09:24:15 main:574] : INFO : Epoch 911 | loss: 0.0312289 | val_loss: 0.0312327 | Time: 1591.1 ms [2021-01-21 09:24:17 main:574] : INFO : Epoch 912 | loss: 0.0312289 | val_loss: 0.0312268 | Time: 1592.51 ms [2021-01-21 09:24:18 main:574] : INFO : Epoch 913 | loss: 0.0312276 | val_loss: 0.031228 | Time: 1605.45 ms [2021-01-21 09:24:20 main:574] : INFO : Epoch 914 | loss: 0.0312279 | val_loss: 0.0312267 | Time: 1583.56 ms [2021-01-21 09:24:22 main:574] : INFO : Epoch 915 | loss: 0.0312276 | val_loss: 0.0312279 | Time: 1624.15 ms [2021-01-21 09:24:23 main:574] : INFO : Epoch 916 | loss: 0.0312272 | val_loss: 0.0312266 | Time: 1609.67 ms [2021-01-21 09:24:25 main:574] : INFO : Epoch 917 | loss: 0.0312282 | val_loss: 0.0312284 | Time: 1586.94 ms [2021-01-21 09:24:26 main:574] : INFO : Epoch 918 | loss: 0.0312304 | val_loss: 0.0312268 | Time: 1602.93 ms [2021-01-21 09:24:28 main:574] : INFO : Epoch 919 | loss: 0.0312285 | val_loss: 0.0312304 | Time: 1606.04 ms [2021-01-21 09:24:30 main:574] : INFO : Epoch 920 | loss: 0.0312278 | val_loss: 0.0312275 | Time: 1614.79 ms [2021-01-21 09:24:31 main:574] : INFO : Epoch 921 | loss: 0.0312278 | val_loss: 0.0312266 | Time: 1593.31 ms [2021-01-21 09:24:33 main:574] : INFO : Epoch 922 | loss: 0.0312273 | val_loss: 0.0312264 | Time: 1597.06 ms [2021-01-21 09:24:34 main:574] : INFO : Epoch 923 | loss: 0.031228 | val_loss: 0.0312266 | Time: 1595.77 ms [2021-01-21 09:24:36 main:574] : INFO : Epoch 924 | loss: 0.0312279 | val_loss: 0.0312283 | Time: 1586.26 ms [2021-01-21 09:24:38 main:574] : INFO : Epoch 925 | loss: 0.0312272 | val_loss: 0.0312262 | Time: 1625.88 ms [2021-01-21 09:24:39 main:574] : INFO : Epoch 926 | loss: 0.0312273 | val_loss: 0.031227 | Time: 1599.81 ms [2021-01-21 09:24:41 main:574] : INFO : Epoch 927 | loss: 0.0312278 | val_loss: 0.0312276 | Time: 1594.12 ms [2021-01-21 09:24:43 main:574] : INFO : Epoch 928 | loss: 0.0312289 | val_loss: 0.0312313 | Time: 1606.1 ms [2021-01-21 09:24:44 main:574] : INFO : Epoch 929 | loss: 0.0312284 | val_loss: 0.0312265 | Time: 1611.07 ms [2021-01-21 09:24:46 main:574] : INFO : Epoch 930 | loss: 0.0312298 | val_loss: 0.0312286 | Time: 1610.67 ms [2021-01-21 09:24:47 main:574] : INFO : Epoch 931 | loss: 0.031229 | val_loss: 0.0312295 | Time: 1612.83 ms [2021-01-21 09:24:49 main:574] : INFO : Epoch 932 | loss: 0.031229 | val_loss: 0.0312278 | Time: 1604.55 ms [2021-01-21 09:24:51 main:574] : INFO : Epoch 933 | loss: 0.0312286 | val_loss: 0.0312278 | Time: 1619.39 ms [2021-01-21 09:24:52 main:574] : INFO : Epoch 934 | loss: 0.0312294 | val_loss: 0.0312268 | Time: 1624.26 ms [2021-01-21 09:24:54 main:574] : INFO : Epoch 935 | loss: 0.0312271 | val_loss: 0.0312268 | Time: 1603.84 ms [2021-01-21 09:24:56 main:574] : INFO : Epoch 936 | loss: 0.0312271 | val_loss: 0.031227 | Time: 1620.04 ms [2021-01-21 09:24:57 main:574] : INFO : Epoch 937 | loss: 0.0312288 | val_loss: 0.0312295 | Time: 1618.97 ms [2021-01-21 09:24:59 main:574] : INFO : Epoch 938 | loss: 0.0312303 | val_loss: 0.0312317 | Time: 1610.98 ms [2021-01-21 09:25:00 main:574] : INFO : Epoch 939 | loss: 0.0312291 | val_loss: 0.0312286 | Time: 1607.26 ms [2021-01-21 09:25:02 main:574] : INFO : Epoch 940 | loss: 0.0312298 | val_loss: 0.0312295 | Time: 1601.68 ms [2021-01-21 09:25:04 main:574] : INFO : Epoch 941 | loss: 0.0312283 | val_loss: 0.0312265 | Time: 1624.09 ms [2021-01-21 09:25:05 main:574] : INFO : Epoch 942 | loss: 0.0312288 | val_loss: 0.0312284 | Time: 1605.64 ms [2021-01-21 09:25:07 main:574] : INFO : Epoch 943 | loss: 0.0312275 | val_loss: 0.0312269 | Time: 1602.47 ms [2021-01-21 09:25:09 main:574] : INFO : Epoch 944 | loss: 0.0312282 | val_loss: 0.0312264 | Time: 1614.29 ms [2021-01-21 09:25:10 main:574] : INFO : Epoch 945 | loss: 0.0312283 | val_loss: 0.0312271 | Time: 1602.3 ms [2021-01-21 09:25:12 main:574] : INFO : Epoch 946 | loss: 0.0312294 | val_loss: 0.031229 | Time: 1588.08 ms [2021-01-21 09:25:13 main:574] : INFO : Epoch 947 | loss: 0.0312289 | val_loss: 0.0312264 | Time: 1577.14 ms [2021-01-21 09:25:15 main:574] : INFO : Epoch 948 | loss: 0.0312278 | val_loss: 0.0312269 | Time: 1595.19 ms [2021-01-21 09:25:17 main:574] : INFO : Epoch 949 | loss: 0.0312279 | val_loss: 0.0312274 | Time: 1601.77 ms [2021-01-21 09:25:18 main:574] : INFO : Epoch 950 | loss: 0.0312289 | val_loss: 0.0312268 | Time: 1591.71 ms [2021-01-21 09:25:20 main:574] : INFO : Epoch 951 | loss: 0.0312271 | val_loss: 0.0312266 | Time: 1617.11 ms [2021-01-21 09:25:21 main:574] : INFO : Epoch 952 | loss: 0.031228 | val_loss: 0.0312265 | Time: 1622.49 ms [2021-01-21 09:25:23 main:574] : INFO : Epoch 953 | loss: 0.031228 | val_loss: 0.031227 | Time: 1661.83 ms [2021-01-21 09:25:25 main:574] : INFO : Epoch 954 | loss: 0.0312289 | val_loss: 0.0312299 | Time: 1617.32 ms [2021-01-21 09:25:26 main:574] : INFO : Epoch 955 | loss: 0.0312296 | val_loss: 0.0312266 | Time: 1635.86 ms [2021-01-21 09:25:28 main:574] : INFO : Epoch 956 | loss: 0.0312284 | val_loss: 0.0312284 | Time: 1600.85 ms [2021-01-21 09:25:30 main:574] : INFO : Epoch 957 | loss: 0.0312282 | val_loss: 0.0312271 | Time: 1600.97 ms [2021-01-21 09:25:31 main:574] : INFO : Epoch 958 | loss: 0.0312278 | val_loss: 0.0312312 | Time: 1607.2 ms [2021-01-21 09:25:33 main:574] : INFO : Epoch 959 | loss: 0.031228 | val_loss: 0.0312263 | Time: 1610.09 ms [2021-01-21 09:25:34 main:574] : INFO : Epoch 960 | loss: 0.0312277 | val_loss: 0.0312266 | Time: 1574.14 ms [2021-01-21 09:25:36 main:574] : INFO : Epoch 961 | loss: 0.0312283 | val_loss: 0.0312267 | Time: 1583.84 ms [2021-01-21 09:25:38 main:574] : INFO : Epoch 962 | loss: 0.0312286 | val_loss: 0.0312266 | Time: 1589.48 ms [2021-01-21 09:25:39 main:574] : INFO : Epoch 963 | loss: 0.0312271 | val_loss: 0.0312271 | Time: 1617.95 ms [2021-01-21 09:25:41 main:574] : INFO : Epoch 964 | loss: 0.031228 | val_loss: 0.0312264 | Time: 1587.49 ms [2021-01-21 09:25:42 main:574] : INFO : Epoch 965 | loss: 0.0312277 | val_loss: 0.0312267 | Time: 1622.8 ms [2021-01-21 09:25:44 main:574] : INFO : Epoch 966 | loss: 0.0312276 | val_loss: 0.0312269 | Time: 1613.47 ms [2021-01-21 09:25:46 main:574] : INFO : Epoch 967 | loss: 0.0312282 | val_loss: 0.0312276 | Time: 1602.27 ms [2021-01-21 09:25:47 main:574] : INFO : Epoch 968 | loss: 0.0312278 | val_loss: 0.0312277 | Time: 1592.15 ms [2021-01-21 09:25:49 main:574] : INFO : Epoch 969 | loss: 0.0312274 | val_loss: 0.0312268 | Time: 1592.73 ms [2021-01-21 09:25:50 main:574] : INFO : Epoch 970 | loss: 0.0312276 | val_loss: 0.0312282 | Time: 1577.59 ms [2021-01-21 09:25:52 main:574] : INFO : Epoch 971 | loss: 0.0312278 | val_loss: 0.0312269 | Time: 1639.43 ms [2021-01-21 09:25:54 main:574] : INFO : Epoch 972 | loss: 0.0312297 | val_loss: 0.0312306 | Time: 1592.98 ms [2021-01-21 09:25:55 main:574] : INFO : Epoch 973 | loss: 0.0312309 | val_loss: 0.0312269 | Time: 1604.54 ms [2021-01-21 09:25:57 main:574] : INFO : Epoch 974 | loss: 0.03123 | val_loss: 0.0312267 | Time: 1581.81 ms [2021-01-21 09:25:59 main:574] : INFO : Epoch 975 | loss: 0.0312285 | val_loss: 0.0312284 | Time: 1611.69 ms [2021-01-21 09:26:00 main:574] : INFO : Epoch 976 | loss: 0.0312291 | val_loss: 0.0312296 | Time: 1622.14 ms [2021-01-21 09:26:02 main:574] : INFO : Epoch 977 | loss: 0.0312285 | val_loss: 0.0312264 | Time: 1602.35 ms [2021-01-21 09:26:03 main:574] : INFO : Epoch 978 | loss: 0.0312275 | val_loss: 0.0312287 | Time: 1604.29 ms [2021-01-21 09:26:05 main:574] : INFO : Epoch 979 | loss: 0.0312277 | val_loss: 0.0312296 | Time: 1603.83 ms [2021-01-21 09:26:07 main:574] : INFO : Epoch 980 | loss: 0.0312285 | val_loss: 0.0312271 | Time: 1587.3 ms [2021-01-21 09:26:08 main:574] : INFO : Epoch 981 | loss: 0.0312279 | val_loss: 0.0312273 | Time: 1614.08 ms [2021-01-21 09:26:10 main:574] : INFO : Epoch 982 | loss: 0.0312288 | val_loss: 0.0312297 | Time: 1608.4 ms [2021-01-21 09:26:12 main:574] : INFO : Epoch 983 | loss: 0.0312277 | val_loss: 0.0312269 | Time: 1606.67 ms [2021-01-21 09:26:13 main:574] : INFO : Epoch 984 | loss: 0.0312286 | val_loss: 0.0312275 | Time: 1590.87 ms [2021-01-21 09:26:15 main:574] : INFO : Epoch 985 | loss: 0.031228 | val_loss: 0.0312268 | Time: 1632.05 ms [2021-01-21 09:26:16 main:574] : INFO : Epoch 986 | loss: 0.0312283 | val_loss: 0.0312269 | Time: 1634.34 ms [2021-01-21 09:26:18 main:574] : INFO : Epoch 987 | loss: 0.0312273 | val_loss: 0.0312268 | Time: 1628.05 ms [2021-01-21 09:26:20 main:574] : INFO : Epoch 988 | loss: 0.0312277 | val_loss: 0.0312264 | Time: 1600.88 ms [2021-01-21 09:26:21 main:574] : INFO : Epoch 989 | loss: 0.031228 | val_loss: 0.0312283 | Time: 1618.8 ms [2021-01-21 09:26:23 main:574] : INFO : Epoch 990 | loss: 0.0312275 | val_loss: 0.0312271 | Time: 1595.97 ms [2021-01-21 09:26:25 main:574] : INFO : Epoch 991 | loss: 0.0312281 | val_loss: 0.0312278 | Time: 1611.28 ms [2021-01-21 09:26:26 main:574] : INFO : Epoch 992 | loss: 0.0312278 | val_loss: 0.0312282 | Time: 1609.9 ms [2021-01-21 09:26:28 main:574] : INFO : Epoch 993 | loss: 0.0312277 | val_loss: 0.0312272 | Time: 1631.14 ms [2021-01-21 09:26:29 main:574] : INFO : Epoch 994 | loss: 0.0312277 | val_loss: 0.03123 | Time: 1611.45 ms [2021-01-21 09:26:31 main:574] : INFO : Epoch 995 | loss: 0.03123 | val_loss: 0.0312293 | Time: 1644.73 ms [2021-01-21 09:26:33 main:574] : INFO : Epoch 996 | loss: 0.0312282 | val_loss: 0.0312268 | Time: 1615.08 ms [2021-01-21 09:26:34 main:574] : INFO : Epoch 997 | loss: 0.0312276 | val_loss: 0.0312268 | Time: 1623.39 ms [2021-01-21 09:26:36 main:574] : INFO : Epoch 998 | loss: 0.0312274 | val_loss: 0.0312263 | Time: 1602.3 ms [2021-01-21 09:26:38 main:574] : INFO : Epoch 999 | loss: 0.0312277 | val_loss: 0.0312266 | Time: 1598.46 ms [2021-01-21 09:26:39 main:574] : INFO : Epoch 1000 | loss: 0.031229 | val_loss: 0.0312266 | Time: 1619.05 ms [2021-01-21 09:26:41 main:574] : INFO : Epoch 1001 | loss: 0.0312306 | val_loss: 0.0312287 | Time: 1603.21 ms [2021-01-21 09:26:42 main:574] : INFO : Epoch 1002 | loss: 0.0312294 | val_loss: 0.0312289 | Time: 1595.72 ms [2021-01-21 09:26:44 main:574] : INFO : Epoch 1003 | loss: 0.0312274 | val_loss: 0.0312272 | Time: 1605.72 ms [2021-01-21 09:26:46 main:574] : INFO : Epoch 1004 | loss: 0.0312285 | val_loss: 0.0312319 | Time: 1610.71 ms [2021-01-21 09:26:47 main:574] : INFO : Epoch 1005 | loss: 0.0312288 | val_loss: 0.0312273 | Time: 1601.35 ms [2021-01-21 09:26:49 main:574] : INFO : Epoch 1006 | loss: 0.0312286 | val_loss: 0.0312316 | Time: 1605.14 ms [2021-01-21 09:26:50 main:574] : INFO : Epoch 1007 | loss: 0.0312276 | val_loss: 0.0312272 | Time: 1613.65 ms [2021-01-21 09:26:52 main:574] : INFO : Epoch 1008 | loss: 0.0312277 | val_loss: 0.0312299 | Time: 1604.38 ms [2021-01-21 09:26:54 main:574] : INFO : Epoch 1009 | loss: 0.0312288 | val_loss: 0.0312325 | Time: 1589.69 ms [2021-01-21 09:26:55 main:574] : INFO : Epoch 1010 | loss: 0.0312287 | val_loss: 0.0312301 | Time: 1627.26 ms [2021-01-21 09:26:57 main:574] : INFO : Epoch 1011 | loss: 0.0312285 | val_loss: 0.031227 | Time: 1633.51 ms [2021-01-21 09:26:59 main:574] : INFO : Epoch 1012 | loss: 0.0312277 | val_loss: 0.0312276 | Time: 1619.65 ms [2021-01-21 09:27:00 main:574] : INFO : Epoch 1013 | loss: 0.0312277 | val_loss: 0.0312292 | Time: 1603.33 ms [2021-01-21 09:27:02 main:574] : INFO : Epoch 1014 | loss: 0.0312292 | val_loss: 0.031227 | Time: 1619.35 ms [2021-01-21 09:27:03 main:574] : INFO : Epoch 1015 | loss: 0.031228 | val_loss: 0.0312266 | Time: 1610.61 ms [2021-01-21 09:27:05 main:574] : INFO : Epoch 1016 | loss: 0.0312288 | val_loss: 0.0312282 | Time: 1597.73 ms [2021-01-21 09:27:07 main:574] : INFO : Epoch 1017 | loss: 0.0312278 | val_loss: 0.0312261 | Time: 1620.48 ms [2021-01-21 09:27:08 main:574] : INFO : Epoch 1018 | loss: 0.0312285 | val_loss: 0.0312269 | Time: 1603.68 ms [2021-01-21 09:27:10 main:574] : INFO : Epoch 1019 | loss: 0.0312278 | val_loss: 0.0312273 | Time: 1579.18 ms [2021-01-21 09:27:12 main:574] : INFO : Epoch 1020 | loss: 0.0312274 | val_loss: 0.0312266 | Time: 1633.3 ms [2021-01-21 09:27:13 main:574] : INFO : Epoch 1021 | loss: 0.0312281 | val_loss: 0.0312283 | Time: 1614.71 ms [2021-01-21 09:27:15 main:574] : INFO : Epoch 1022 | loss: 0.0312294 | val_loss: 0.0312265 | Time: 1617.99 ms [2021-01-21 09:27:16 main:574] : INFO : Epoch 1023 | loss: 0.0312295 | val_loss: 0.0312293 | Time: 1632.91 ms [2021-01-21 09:27:18 main:574] : INFO : Epoch 1024 | loss: 0.0312282 | val_loss: 0.0312266 | Time: 1613.1 ms [2021-01-21 09:27:18 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312266 [2021-01-21 09:27:18 main:603] : INFO : Saving end state to config to file [2021-01-21 09:27:18 main:608] : INFO : Success, exiting.. 09:27:18 (9172): 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)