Task 3304001
| Name | EightBitModified-1605931076-5611-5_0 |
| Workunit | 1571980 |
| Created | 16 Dec 2020, 14:35:34 UTC |
| Sent | 20 Dec 2020, 2:51:11 UTC |
| Report deadline | 27 Dec 2020, 2:51:11 UTC |
| Received | 20 Dec 2020, 15:31:09 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5259 |
| Run time | 24 min 58 sec |
| CPU time | 24 min 55 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 6,566.84 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.83 GB |
| Peak swap size | 13.42 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.14</core_client_version>
<![CDATA[
<stderr_txt>
main:581] : INFO : Epoch 526 | loss: 0.000122426 | val_loss: 0.000152648 | Time: 1508.99 ms
[2020-12-20 09:43:45 main:581] : INFO : Epoch 527 | loss: 0.000122283 | val_loss: 0.000140134 | Time: 1468.14 ms
[2020-12-20 09:43:46 main:581] : INFO : Epoch 528 | loss: 0.000134482 | val_loss: 0.000138034 | Time: 1491.12 ms
[2020-12-20 09:43:48 main:581] : INFO : Epoch 529 | loss: 0.000115284 | val_loss: 0.000133876 | Time: 1498.56 ms
[2020-12-20 09:43:49 main:581] : INFO : Epoch 530 | loss: 0.000121743 | val_loss: 0.000195431 | Time: 1490.01 ms
[2020-12-20 09:43:51 main:581] : INFO : Epoch 531 | loss: 0.000135841 | val_loss: 0.000143204 | Time: 1539.34 ms
[2020-12-20 09:43:53 main:581] : INFO : Epoch 532 | loss: 0.00011407 | val_loss: 0.000134569 | Time: 1503.05 ms
[2020-12-20 09:43:54 main:581] : INFO : Epoch 533 | loss: 0.000111403 | val_loss: 0.000146682 | Time: 1537.14 ms
[2020-12-20 09:43:56 main:581] : INFO : Epoch 534 | loss: 0.000158027 | val_loss: 0.000163961 | Time: 1495.93 ms
[2020-12-20 09:43:57 main:581] : INFO : Epoch 535 | loss: 0.00012696 | val_loss: 0.000146093 | Time: 1524.32 ms
[2020-12-20 09:43:59 main:581] : INFO : Epoch 536 | loss: 0.000114109 | val_loss: 0.000135598 | Time: 1508.07 ms
[2020-12-20 09:44:00 main:581] : INFO : Epoch 537 | loss: 0.000111804 | val_loss: 0.000144112 | Time: 1513.75 ms
[2020-12-20 09:44:02 main:581] : INFO : Epoch 538 | loss: 0.000123982 | val_loss: 0.000151639 | Time: 1525.24 ms
[2020-12-20 09:44:03 main:581] : INFO : Epoch 539 | loss: 0.000128692 | val_loss: 0.000147937 | Time: 1484.82 ms
[2020-12-20 09:44:05 main:581] : INFO : Epoch 540 | loss: 0.000121783 | val_loss: 0.00014046 | Time: 1485.66 ms
[2020-12-20 09:44:06 main:581] : INFO : Epoch 541 | loss: 0.00011525 | val_loss: 0.000152138 | Time: 1492.25 ms
[2020-12-20 09:44:08 main:581] : INFO : Epoch 542 | loss: 0.00014213 | val_loss: 0.000179814 | Time: 1468.16 ms
[2020-12-20 09:44:09 main:581] : INFO : Epoch 543 | loss: 0.00013225 | val_loss: 0.000142122 | Time: 1447.34 ms
[2020-12-20 09:44:10 main:581] : INFO : Epoch 544 | loss: 0.000112578 | val_loss: 0.000138135 | Time: 1444.28 ms
[2020-12-20 09:44:12 main:581] : INFO : Epoch 545 | loss: 0.000114411 | val_loss: 0.000148085 | Time: 1440.88 ms
[2020-12-20 09:44:13 main:581] : INFO : Epoch 546 | loss: 0.000134224 | val_loss: 0.000153095 | Time: 1461.05 ms
[2020-12-20 09:44:15 main:581] : INFO : Epoch 547 | loss: 0.000117437 | val_loss: 0.000138703 | Time: 1434.86 ms
[2020-12-20 09:44:16 main:581] : INFO : Epoch 548 | loss: 0.000115511 | val_loss: 0.000155367 | Time: 1463.08 ms
[2020-12-20 09:44:18 main:581] : INFO : Epoch 549 | loss: 0.000142262 | val_loss: 0.000162478 | Time: 1466.45 ms
[2020-12-20 09:44:19 main:581] : INFO : Epoch 550 | loss: 0.000122095 | val_loss: 0.000139072 | Time: 1446.02 ms
[2020-12-20 09:44:21 main:581] : INFO : Epoch 551 | loss: 0.000113378 | val_loss: 0.000146509 | Time: 1460.1 ms
[2020-12-20 09:44:22 main:581] : INFO : Epoch 552 | loss: 0.000169951 | val_loss: 0.000166159 | Time: 1480.59 ms
[2020-12-20 09:44:24 main:581] : INFO : Epoch 553 | loss: 0.00012784 | val_loss: 0.000142357 | Time: 1472.46 ms
[2020-12-20 09:44:25 main:581] : INFO : Epoch 554 | loss: 0.000112971 | val_loss: 0.000136272 | Time: 1471.18 ms
[2020-12-20 09:44:27 main:581] : INFO : Epoch 555 | loss: 0.000110646 | val_loss: 0.000141083 | Time: 1524.84 ms
[2020-12-20 09:44:28 main:581] : INFO : Epoch 556 | loss: 0.000128025 | val_loss: 0.000145371 | Time: 1502.83 ms
[2020-12-20 09:44:30 main:581] : INFO : Epoch 557 | loss: 0.000118148 | val_loss: 0.000147214 | Time: 1530.85 ms
[2020-12-20 09:44:31 main:581] : INFO : Epoch 558 | loss: 0.00011723 | val_loss: 0.000138163 | Time: 1542.69 ms
[2020-12-20 09:44:33 main:581] : INFO : Epoch 559 | loss: 0.000116692 | val_loss: 0.00015627 | Time: 1510.36 ms
[2020-12-20 09:44:34 main:581] : INFO : Epoch 560 | loss: 0.000132892 | val_loss: 0.00014466 | Time: 1483.55 ms
[2020-12-20 09:44:36 main:581] : INFO : Epoch 561 | loss: 0.000115386 | val_loss: 0.000137406 | Time: 1512.09 ms
[2020-12-20 09:44:37 main:581] : INFO : Epoch 562 | loss: 0.000112901 | val_loss: 0.000143866 | Time: 1510.56 ms
[2020-12-20 09:44:39 main:581] : INFO : Epoch 563 | loss: 0.000146475 | val_loss: 0.000190391 | Time: 1483.2 ms
[2020-12-20 09:44:40 main:581] : INFO : Epoch 564 | loss: 0.000135728 | val_loss: 0.000145427 | Time: 1497.93 ms
[2020-12-20 09:44:42 main:581] : INFO : Epoch 565 | loss: 0.000118993 | val_loss: 0.000152827 | Time: 1503.45 ms
[2020-12-20 09:44:43 main:581] : INFO : Epoch 566 | loss: 0.000127361 | val_loss: 0.000150468 | Time: 1509.46 ms
[2020-12-20 09:44:45 main:581] : INFO : Epoch 567 | loss: 0.000119213 | val_loss: 0.000148373 | Time: 1498.66 ms
[2020-12-20 09:44:46 main:581] : INFO : Epoch 568 | loss: 0.00011992 | val_loss: 0.000145354 | Time: 1511.57 ms
[2020-12-20 09:44:48 main:581] : INFO : Epoch 569 | loss: 0.000118479 | val_loss: 0.000144815 | Time: 1503.55 ms
[2020-12-20 09:44:49 main:581] : INFO : Epoch 570 | loss: 0.000119226 | val_loss: 0.000168078 | Time: 1500.13 ms
[2020-12-20 09:44:51 main:581] : INFO : Epoch 571 | loss: 0.00013599 | val_loss: 0.000152815 | Time: 1500.1 ms
[2020-12-20 09:44:52 main:581] : INFO : Epoch 572 | loss: 0.000116765 | val_loss: 0.000137098 | Time: 1505.22 ms
[2020-12-20 09:44:54 main:581] : INFO : Epoch 573 | loss: 0.000110285 | val_loss: 0.000136497 | Time: 1487.66 ms
[2020-12-20 09:44:55 main:581] : INFO : Epoch 574 | loss: 0.000125072 | val_loss: 0.000204691 | Time: 1514.64 ms
[2020-12-20 09:44:57 main:581] : INFO : Epoch 575 | loss: 0.000163457 | val_loss: 0.000158766 | Time: 1519.77 ms
[2020-12-20 09:44:58 main:581] : INFO : Epoch 576 | loss: 0.000121102 | val_loss: 0.00013728 | Time: 1540.57 ms
[2020-12-20 09:45:00 main:581] : INFO : Epoch 577 | loss: 0.000111325 | val_loss: 0.000140361 | Time: 1503.5 ms
[2020-12-20 09:45:01 main:581] : INFO : Epoch 578 | loss: 0.00013383 | val_loss: 0.000154495 | Time: 1484.39 ms
[2020-12-20 09:45:03 main:581] : INFO : Epoch 579 | loss: 0.000122849 | val_loss: 0.000141923 | Time: 1503.34 ms
[2020-12-20 09:45:04 main:581] : INFO : Epoch 580 | loss: 0.000116797 | val_loss: 0.000162837 | Time: 1499.68 ms
[2020-12-20 09:45:06 main:581] : INFO : Epoch 581 | loss: 0.000126123 | val_loss: 0.000128437 | Time: 1494.31 ms
[2020-12-20 09:45:07 main:581] : INFO : Epoch 582 | loss: 0.000110312 | val_loss: 0.000129218 | Time: 1470.02 ms
[2020-12-20 09:45:09 main:581] : INFO : Epoch 583 | loss: 0.000109674 | val_loss: 0.000125601 | Time: 1499.3 ms
[2020-12-20 09:45:10 main:581] : INFO : Epoch 584 | loss: 0.000127439 | val_loss: 0.000214086 | Time: 1483.14 ms
[2020-12-20 09:45:12 main:581] : INFO : Epoch 585 | loss: 0.000195662 | val_loss: 0.000156656 | Time: 1468.59 ms
[2020-12-20 09:45:13 main:581] : INFO : Epoch 586 | loss: 0.000123778 | val_loss: 0.000131758 | Time: 1459.88 ms
[2020-12-20 09:45:15 main:581] : INFO : Epoch 587 | loss: 0.000109291 | val_loss: 0.000123655 | Time: 1490.74 ms
[2020-12-20 09:45:16 main:581] : INFO : Epoch 588 | loss: 0.0001063 | val_loss: 0.000124579 | Time: 1546.46 ms
[2020-12-20 09:45:18 main:581] : INFO : Epoch 589 | loss: 0.000106899 | val_loss: 0.000127891 | Time: 1533 ms
[2020-12-20 09:45:19 main:581] : INFO : Epoch 590 | loss: 0.000124582 | val_loss: 0.000136873 | Time: 1476.22 ms
[2020-12-20 09:45:21 main:581] : INFO : Epoch 591 | loss: 0.00011364 | val_loss: 0.000125451 | Time: 1485.19 ms
[2020-12-20 09:45:22 main:581] : INFO : Epoch 592 | loss: 0.00011069 | val_loss: 0.000128713 | Time: 1467.96 ms
[2020-12-20 09:45:24 main:581] : INFO : Epoch 593 | loss: 0.000126967 | val_loss: 0.000168287 | Time: 1499.64 ms
[2020-12-20 09:45:25 main:581] : INFO : Epoch 594 | loss: 0.000131145 | val_loss: 0.000157241 | Time: 1498.29 ms
[2020-12-20 09:45:27 main:581] : INFO : Epoch 595 | loss: 0.000123888 | val_loss: 0.000133425 | Time: 1533.54 ms
[2020-12-20 09:45:28 main:581] : INFO : Epoch 596 | loss: 0.000110813 | val_loss: 0.00012663 | Time: 1539.57 ms
[2020-12-20 09:45:30 main:581] : INFO : Epoch 597 | loss: 0.000116658 | val_loss: 0.000143689 | Time: 1501.9 ms
[2020-12-20 09:45:31 main:581] : INFO : Epoch 598 | loss: 0.000133292 | val_loss: 0.000138934 | Time: 1518.51 ms
[2020-12-20 09:45:33 main:581] : INFO : Epoch 599 | loss: 0.000123667 | val_loss: 0.000138724 | Time: 1479.69 ms
[2020-12-20 09:45:34 main:581] : INFO : Epoch 600 | loss: 0.00011833 | val_loss: 0.000133339 | Time: 1503.75 ms
[2020-12-20 09:45:36 main:581] : INFO : Epoch 601 | loss: 0.000112676 | val_loss: 0.000127634 | Time: 1488.77 ms
[2020-12-20 09:45:37 main:581] : INFO : Epoch 602 | loss: 0.000148625 | val_loss: 0.000163629 | Time: 1513.84 ms
[2020-12-20 09:45:39 main:581] : INFO : Epoch 603 | loss: 0.000128313 | val_loss: 0.000128083 | Time: 1502.63 ms
[2020-12-20 09:45:40 main:581] : INFO : Epoch 604 | loss: 0.000111521 | val_loss: 0.000127361 | Time: 1529.46 ms
[2020-12-20 09:45:42 main:581] : INFO : Epoch 605 | loss: 0.000109741 | val_loss: 0.000131552 | Time: 1524.46 ms
[2020-12-20 09:45:43 main:581] : INFO : Epoch 606 | loss: 0.00012786 | val_loss: 0.000134261 | Time: 1513.12 ms
[2020-12-20 09:45:45 main:581] : INFO : Epoch 607 | loss: 0.000121033 | val_loss: 0.000154188 | Time: 1493.29 ms
[2020-12-20 09:45:46 main:581] : INFO : Epoch 608 | loss: 0.000135803 | val_loss: 0.000141391 | Time: 1499.74 ms
[2020-12-20 09:45:48 main:581] : INFO : Epoch 609 | loss: 0.000117905 | val_loss: 0.000131767 | Time: 1502.76 ms
[2020-12-20 09:45:49 main:581] : INFO : Epoch 610 | loss: 0.000113769 | val_loss: 0.000133206 | Time: 1490.02 ms
[2020-12-20 09:45:51 main:581] : INFO : Epoch 611 | loss: 0.000118249 | val_loss: 0.000134971 | Time: 1501.43 ms
[2020-12-20 09:45:52 main:581] : INFO : Epoch 612 | loss: 0.000138687 | val_loss: 0.00016062 | Time: 1480.02 ms
[2020-12-20 09:45:54 main:581] : INFO : Epoch 613 | loss: 0.000123074 | val_loss: 0.000128735 | Time: 1511.71 ms
[2020-12-20 09:45:55 main:581] : INFO : Epoch 614 | loss: 0.000115669 | val_loss: 0.000139722 | Time: 1499.37 ms
[2020-12-20 09:45:57 main:581] : INFO : Epoch 615 | loss: 0.000118895 | val_loss: 0.000137091 | Time: 1519.11 ms
[2020-12-20 09:45:58 main:581] : INFO : Epoch 616 | loss: 0.000112729 | val_loss: 0.000125809 | Time: 1485.8 ms
[2020-12-20 09:46:00 main:581] : INFO : Epoch 617 | loss: 0.000116298 | val_loss: 0.000152898 | Time: 1525.1 ms
[2020-12-20 09:46:01 main:581] : INFO : Epoch 618 | loss: 0.000124724 | val_loss: 0.000145104 | Time: 1523.99 ms
[2020-12-20 09:46:03 main:581] : INFO : Epoch 619 | loss: 0.000124712 | val_loss: 0.000133625 | Time: 1469.67 ms
[2020-12-20 09:46:04 main:581] : INFO : Epoch 620 | loss: 0.000114563 | val_loss: 0.0001394 | Time: 1511.11 ms
[2020-12-20 09:46:06 main:581] : INFO : Epoch 621 | loss: 0.000131172 | val_loss: 0.000141541 | Time: 1475.4 ms
[2020-12-20 09:46:07 main:581] : INFO : Epoch 622 | loss: 0.000115657 | val_loss: 0.000129974 | Time: 1516.33 ms
[2020-12-20 09:46:09 main:581] : INFO : Epoch 623 | loss: 0.000111561 | val_loss: 0.0001273 | Time: 1484.7 ms
[2020-12-20 09:46:10 main:581] : INFO : Epoch 624 | loss: 0.000127594 | val_loss: 0.000144757 | Time: 1505.68 ms
[2020-12-20 09:46:12 main:581] : INFO : Epoch 625 | loss: 0.000122132 | val_loss: 0.000189037 | Time: 1520.03 ms
[2020-12-20 09:46:13 main:581] : INFO : Epoch 626 | loss: 0.000161044 | val_loss: 0.000148414 | Time: 1503.63 ms
[2020-12-20 09:46:15 main:581] : INFO : Epoch 627 | loss: 0.000119626 | val_loss: 0.000130676 | Time: 1511.04 ms
[2020-12-20 09:46:16 main:581] : INFO : Epoch 628 | loss: 0.000112383 | val_loss: 0.000137046 | Time: 1496.56 ms
[2020-12-20 09:46:18 main:581] : INFO : Epoch 629 | loss: 0.00013434 | val_loss: 0.00013227 | Time: 1537.24 ms
[2020-12-20 09:46:19 main:581] : INFO : Epoch 630 | loss: 0.000112644 | val_loss: 0.000127412 | Time: 1492.85 ms
[2020-12-20 09:46:21 main:581] : INFO : Epoch 631 | loss: 0.000109055 | val_loss: 0.000124713 | Time: 1506.1 ms
[2020-12-20 09:46:22 main:581] : INFO : Epoch 632 | loss: 0.000107167 | val_loss: 0.000132952 | Time: 1528.61 ms
[2020-12-20 09:46:24 main:581] : INFO : Epoch 633 | loss: 0.00014401 | val_loss: 0.000159555 | Time: 1505.53 ms
[2020-12-20 09:46:25 main:581] : INFO : Epoch 634 | loss: 0.000124343 | val_loss: 0.000130005 | Time: 1473.36 ms
[2020-12-20 09:46:27 main:581] : INFO : Epoch 635 | loss: 0.000111639 | val_loss: 0.000127688 | Time: 1492.62 ms
[2020-12-20 09:46:28 main:581] : INFO : Epoch 636 | loss: 0.000109429 | val_loss: 0.000126483 | Time: 1485.2 ms
[2020-12-20 09:46:30 main:581] : INFO : Epoch 637 | loss: 0.000123075 | val_loss: 0.000201949 | Time: 1450.01 ms
[2020-12-20 09:46:31 main:581] : INFO : Epoch 638 | loss: 0.000154781 | val_loss: 0.000141669 | Time: 1491.77 ms
[2020-12-20 09:46:33 main:581] : INFO : Epoch 639 | loss: 0.000116129 | val_loss: 0.000128509 | Time: 1492.84 ms
[2020-12-20 09:46:34 main:581] : INFO : Epoch 640 | loss: 0.000112767 | val_loss: 0.000137715 | Time: 1487.23 ms
[2020-12-20 09:46:36 main:581] : INFO : Epoch 641 | loss: 0.000125199 | val_loss: 0.000126599 | Time: 1480.37 ms
[2020-12-20 09:46:37 main:581] : INFO : Epoch 642 | loss: 0.000110871 | val_loss: 0.000124604 | Time: 1489.27 ms
[2020-12-20 09:46:39 main:581] : INFO : Epoch 643 | loss: 0.00010917 | val_loss: 0.000135475 | Time: 1529.96 ms
[2020-12-20 09:46:40 main:581] : INFO : Epoch 644 | loss: 0.000149716 | val_loss: 0.000147314 | Time: 1483.89 ms
[2020-12-20 09:46:42 main:581] : INFO : Epoch 645 | loss: 0.000123926 | val_loss: 0.000131397 | Time: 1487.67 ms
[2020-12-20 09:46:43 main:581] : INFO : Epoch 646 | loss: 0.00011151 | val_loss: 0.000128111 | Time: 1491.41 ms
[2020-12-20 09:46:45 main:581] : INFO : Epoch 647 | loss: 0.000111207 | val_loss: 0.000129889 | Time: 1493.48 ms
[2020-12-20 09:46:46 main:581] : INFO : Epoch 648 | loss: 0.000119004 | val_loss: 0.000153096 | Time: 1472.85 ms
[2020-12-20 09:46:48 main:581] : INFO : Epoch 649 | loss: 0.000130174 | val_loss: 0.000140059 | Time: 1462.35 ms
[2020-12-20 09:46:49 main:581] : INFO : Epoch 650 | loss: 0.000119268 | val_loss: 0.000128075 | Time: 1453.26 ms
[2020-12-20 09:46:51 main:581] : INFO : Epoch 651 | loss: 0.000114891 | val_loss: 0.000130378 | Time: 1472.19 ms
[2020-12-20 09:46:52 main:581] : INFO : Epoch 652 | loss: 0.000147719 | val_loss: 0.000148449 | Time: 1499.43 ms
[2020-12-20 09:46:54 main:581] : INFO : Epoch 653 | loss: 0.000119295 | val_loss: 0.000127292 | Time: 1530.18 ms
[2020-12-20 09:46:55 main:581] : INFO : Epoch 654 | loss: 0.000108998 | val_loss: 0.000127338 | Time: 1513.14 ms
[2020-12-20 09:46:57 main:581] : INFO : Epoch 655 | loss: 0.000108859 | val_loss: 0.000131358 | Time: 1512.19 ms
[2020-12-20 09:46:58 main:581] : INFO : Epoch 656 | loss: 0.000133376 | val_loss: 0.000145228 | Time: 1487.26 ms
[2020-12-20 09:47:00 main:581] : INFO : Epoch 657 | loss: 0.000120164 | val_loss: 0.000129078 | Time: 1476.17 ms
[2020-12-20 09:47:01 main:581] : INFO : Epoch 658 | loss: 0.000118085 | val_loss: 0.000161648 | Time: 1484.03 ms
[2020-12-20 09:47:03 main:581] : INFO : Epoch 659 | loss: 0.000135299 | val_loss: 0.000140029 | Time: 1468.06 ms
[2020-12-20 09:47:04 main:581] : INFO : Epoch 660 | loss: 0.000113257 | val_loss: 0.000137969 | Time: 1511.79 ms
[2020-12-20 09:47:06 main:581] : INFO : Epoch 661 | loss: 0.000120288 | val_loss: 0.000127807 | Time: 1499.2 ms
[2020-12-20 09:47:07 main:581] : INFO : Epoch 662 | loss: 0.00010899 | val_loss: 0.000131876 | Time: 1501.31 ms
[2020-12-20 09:47:09 main:581] : INFO : Epoch 663 | loss: 0.000146507 | val_loss: 0.000167705 | Time: 1490.51 ms
[2020-12-20 09:47:10 main:581] : INFO : Epoch 664 | loss: 0.000122364 | val_loss: 0.000130524 | Time: 1487.56 ms
[2020-12-20 09:47:12 main:581] : INFO : Epoch 665 | loss: 0.000110009 | val_loss: 0.000130085 | Time: 1515.9 ms
[2020-12-20 09:47:13 main:581] : INFO : Epoch 666 | loss: 0.000129797 | val_loss: 0.000129299 | Time: 1504.44 ms
[2020-12-20 09:47:15 main:581] : INFO : Epoch 667 | loss: 0.000114672 | val_loss: 0.000127655 | Time: 1502.91 ms
[2020-12-20 09:47:16 main:581] : INFO : Epoch 668 | loss: 0.00010904 | val_loss: 0.000128946 | Time: 1520.38 ms
[2020-12-20 09:47:18 main:581] : INFO : Epoch 669 | loss: 0.000135185 | val_loss: 0.000152272 | Time: 1500.02 ms
[2020-12-20 09:47:19 main:581] : INFO : Epoch 670 | loss: 0.000130163 | val_loss: 0.000136912 | Time: 1516.08 ms
[2020-12-20 09:47:21 main:581] : INFO : Epoch 671 | loss: 0.000115139 | val_loss: 0.000131615 | Time: 1522.81 ms
[2020-12-20 09:47:22 main:581] : INFO : Epoch 672 | loss: 0.000109175 | val_loss: 0.000128034 | Time: 1502.64 ms
[2020-12-20 09:47:24 main:581] : INFO : Epoch 673 | loss: 0.00011224 | val_loss: 0.000154298 | Time: 1487.37 ms
[2020-12-20 09:47:25 main:581] : INFO : Epoch 674 | loss: 0.000136971 | val_loss: 0.000161766 | Time: 1498.15 ms
[2020-12-20 09:47:27 main:581] : INFO : Epoch 675 | loss: 0.00012739 | val_loss: 0.000132066 | Time: 1565.45 ms
[2020-12-20 09:47:28 main:581] : INFO : Epoch 676 | loss: 0.000110148 | val_loss: 0.000123787 | Time: 1511.15 ms
[2020-12-20 09:47:30 main:581] : INFO : Epoch 677 | loss: 0.000111132 | val_loss: 0.000149706 | Time: 1487.95 ms
[2020-12-20 09:47:31 main:581] : INFO : Epoch 678 | loss: 0.000151632 | val_loss: 0.000143039 | Time: 1494.38 ms
[2020-12-20 09:47:33 main:581] : INFO : Epoch 679 | loss: 0.000114243 | val_loss: 0.000127213 | Time: 1502.68 ms
[2020-12-20 09:47:34 main:581] : INFO : Epoch 680 | loss: 0.000108347 | val_loss: 0.00012788 | Time: 1498.12 ms
[2020-12-20 09:47:36 main:581] : INFO : Epoch 681 | loss: 0.000111445 | val_loss: 0.000134882 | Time: 1499.42 ms
[2020-12-20 09:47:37 main:581] : INFO : Epoch 682 | loss: 0.000122706 | val_loss: 0.000141297 | Time: 1456.82 ms
[2020-12-20 09:47:39 main:581] : INFO : Epoch 683 | loss: 0.000129338 | val_loss: 0.000147744 | Time: 1497.92 ms
[2020-12-20 09:47:40 main:581] : INFO : Epoch 684 | loss: 0.000119081 | val_loss: 0.000131811 | Time: 1461.07 ms
[2020-12-20 09:47:42 main:581] : INFO : Epoch 685 | loss: 0.000109863 | val_loss: 0.000129263 | Time: 1499.93 ms
[2020-12-20 09:47:43 main:581] : INFO : Epoch 686 | loss: 0.000134301 | val_loss: 0.000141335 | Time: 1538.84 ms
[2020-12-20 09:47:45 main:581] : INFO : Epoch 687 | loss: 0.000122984 | val_loss: 0.000129332 | Time: 1469.31 ms
[2020-12-20 09:47:46 main:581] : INFO : Epoch 688 | loss: 0.000112134 | val_loss: 0.000129173 | Time: 1480.37 ms
[2020-12-20 09:47:48 main:581] : INFO : Epoch 689 | loss: 0.000118864 | val_loss: 0.000148435 | Time: 1478.31 ms
[2020-12-20 09:47:49 main:581] : INFO : Epoch 690 | loss: 0.000122439 | val_loss: 0.000131189 | Time: 1474.87 ms
[2020-12-20 09:47:51 main:581] : INFO : Epoch 691 | loss: 0.00011319 | val_loss: 0.000128225 | Time: 1490.58 ms
[2020-12-20 09:47:52 main:581] : INFO : Epoch 692 | loss: 0.000116515 | val_loss: 0.000150153 | Time: 1464.51 ms
[2020-12-20 09:47:53 main:581] : INFO : Epoch 693 | loss: 0.000132071 | val_loss: 0.000139174 | Time: 1433.18 ms
[2020-12-20 09:47:55 main:581] : INFO : Epoch 694 | loss: 0.000114476 | val_loss: 0.000132908 | Time: 1438.82 ms
[2020-12-20 09:47:56 main:581] : INFO : Epoch 695 | loss: 0.000113979 | val_loss: 0.000134093 | Time: 1462.19 ms
[2020-12-20 09:47:58 main:581] : INFO : Epoch 696 | loss: 0.000127084 | val_loss: 0.000142826 | Time: 1486.37 ms
[2020-12-20 09:47:59 main:581] : INFO : Epoch 697 | loss: 0.000118753 | val_loss: 0.000142103 | Time: 1446.95 ms
[2020-12-20 09:48:01 main:581] : INFO : Epoch 698 | loss: 0.000129428 | val_loss: 0.000152062 | Time: 1460.09 ms
[2020-12-20 09:48:02 main:581] : INFO : Epoch 699 | loss: 0.000118604 | val_loss: 0.000128298 | Time: 1467.01 ms
[2020-12-20 09:48:04 main:581] : INFO : Epoch 700 | loss: 0.000111445 | val_loss: 0.000147158 | Time: 1462.49 ms
[2020-12-20 09:48:05 main:581] : INFO : Epoch 701 | loss: 0.000140056 | val_loss: 0.000164673 | Time: 1453.4 ms
[2020-12-20 09:48:07 main:581] : INFO : Epoch 702 | loss: 0.000122398 | val_loss: 0.000127186 | Time: 1442.55 ms
[2020-12-20 09:48:08 main:581] : INFO : Epoch 703 | loss: 0.000107255 | val_loss: 0.000126895 | Time: 1444.49 ms
[2020-12-20 09:48:09 main:581] : INFO : Epoch 704 | loss: 0.000131231 | val_loss: 0.000153815 | Time: 1440.87 ms
[2020-12-20 09:48:11 main:581] : INFO : Epoch 705 | loss: 0.000117866 | val_loss: 0.00012922 | Time: 1430.49 ms
[2020-12-20 09:48:12 main:581] : INFO : Epoch 706 | loss: 0.00011011 | val_loss: 0.000136962 | Time: 1425.62 ms
[2020-12-20 09:48:14 main:581] : INFO : Epoch 707 | loss: 0.000131057 | val_loss: 0.000131059 | Time: 1445.04 ms
[2020-12-20 09:48:15 main:581] : INFO : Epoch 708 | loss: 0.000111161 | val_loss: 0.000126364 | Time: 1443.92 ms
[2020-12-20 09:48:17 main:581] : INFO : Epoch 709 | loss: 0.000109406 | val_loss: 0.00014024 | Time: 1425.56 ms
[2020-12-20 09:48:18 main:581] : INFO : Epoch 710 | loss: 0.000145686 | val_loss: 0.000163495 | Time: 1422.13 ms
[2020-12-20 09:48:19 main:581] : INFO : Epoch 711 | loss: 0.000125805 | val_loss: 0.000130357 | Time: 1421.56 ms
[2020-12-20 09:48:21 main:581] : INFO : Epoch 712 | loss: 0.000108638 | val_loss: 0.000125637 | Time: 1423.18 ms
[2020-12-20 09:48:22 main:581] : INFO : Epoch 713 | loss: 0.00011093 | val_loss: 0.00014569 | Time: 1412.14 ms
[2020-12-20 09:48:24 main:581] : INFO : Epoch 714 | loss: 0.000122538 | val_loss: 0.0001279 | Time: 1404.9 ms
[2020-12-20 09:48:25 main:581] : INFO : Epoch 715 | loss: 0.000114408 | val_loss: 0.000140429 | Time: 1421.96 ms
[2020-12-20 09:48:26 main:581] : INFO : Epoch 716 | loss: 0.000138683 | val_loss: 0.000152974 | Time: 1404.12 ms
[2020-12-20 09:48:28 main:581] : INFO : Epoch 717 | loss: 0.000115894 | val_loss: 0.000125649 | Time: 1408.64 ms
[2020-12-20 09:48:29 main:581] : INFO : Epoch 718 | loss: 0.000106942 | val_loss: 0.000131482 | Time: 1410.79 ms
[2020-12-20 09:48:31 main:581] : INFO : Epoch 719 | loss: 0.000136045 | val_loss: 0.000152292 | Time: 1413.54 ms
[2020-12-20 09:48:32 main:581] : INFO : Epoch 720 | loss: 0.000121066 | val_loss: 0.000130635 | Time: 1407.6 ms
[2020-12-20 09:48:34 main:581] : INFO : Epoch 721 | loss: 0.000113273 | val_loss: 0.000146613 | Time: 1421.37 ms
[2020-12-20 09:48:35 main:581] : INFO : Epoch 722 | loss: 0.000137163 | val_loss: 0.000138548 | Time: 1436.07 ms
[2020-12-20 09:48:36 main:581] : INFO : Epoch 723 | loss: 0.0001148 | val_loss: 0.000129764 | Time: 1415.76 ms
[2020-12-20 09:48:38 main:581] : INFO : Epoch 724 | loss: 0.000110849 | val_loss: 0.000133438 | Time: 1403.46 ms
[2020-12-20 09:48:39 main:581] : INFO : Epoch 725 | loss: 0.000114534 | val_loss: 0.000131764 | Time: 1411.45 ms
[2020-12-20 09:48:41 main:581] : INFO : Epoch 726 | loss: 0.000142885 | val_loss: 0.000163632 | Time: 1395.77 ms
[2020-12-20 09:48:42 main:581] : INFO : Epoch 727 | loss: 0.000129268 | val_loss: 0.000134472 | Time: 1391.69 ms
[2020-12-20 09:48:43 main:581] : INFO : Epoch 728 | loss: 0.000110605 | val_loss: 0.000124218 | Time: 1404.74 ms
[2020-12-20 09:48:45 main:581] : INFO : Epoch 729 | loss: 0.000127924 | val_loss: 0.000164355 | Time: 1418.78 ms
[2020-12-20 09:48:46 main:581] : INFO : Epoch 730 | loss: 0.000119449 | val_loss: 0.00012978 | Time: 1416.57 ms
[2020-12-20 09:48:48 main:581] : INFO : Epoch 731 | loss: 0.00010836 | val_loss: 0.000125318 | Time: 1410.56 ms
[2020-12-20 09:48:49 main:581] : INFO : Epoch 732 | loss: 0.000141871 | val_loss: 0.000243209 | Time: 1406.34 ms
[2020-12-20 09:48:50 main:581] : INFO : Epoch 733 | loss: 0.00105386 | val_loss: 0.00174661 | Time: 1394.81 ms
[2020-12-20 09:48:52 main:581] : INFO : Epoch 734 | loss: 0.000840185 | val_loss: 0.000379951 | Time: 1407.31 ms
[2020-12-20 09:48:53 main:581] : INFO : Epoch 735 | loss: 0.000229687 | val_loss: 0.000165869 | Time: 1408.15 ms
[2020-12-20 09:48:55 main:581] : INFO : Epoch 736 | loss: 0.000129598 | val_loss: 0.000133133 | Time: 1415.55 ms
[2020-12-20 09:48:56 main:581] : INFO : Epoch 737 | loss: 0.000110273 | val_loss: 0.000125354 | Time: 1405.64 ms
[2020-12-20 09:48:58 main:581] : INFO : Epoch 738 | loss: 0.00010562 | val_loss: 0.000122701 | Time: 1397.94 ms
[2020-12-20 09:48:59 main:581] : INFO : Epoch 739 | loss: 0.00010419 | val_loss: 0.000122334 | Time: 1405.73 ms
[2020-12-20 09:49:00 main:581] : INFO : Epoch 740 | loss: 0.000103569 | val_loss: 0.000122441 | Time: 1404.02 ms
[2020-12-20 09:49:02 main:581] : INFO : Epoch 741 | loss: 0.000103739 | val_loss: 0.000122382 | Time: 1412.24 ms
[2020-12-20 09:49:03 main:581] : INFO : Epoch 742 | loss: 0.000103572 | val_loss: 0.000121581 | Time: 1418.83 ms
[2020-12-20 09:49:05 main:581] : INFO : Epoch 743 | loss: 0.000103102 | val_loss: 0.000121475 | Time: 1418.2 ms
[2020-12-20 09:49:06 main:581] : INFO : Epoch 744 | loss: 0.000103229 | val_loss: 0.000121953 | Time: 1412.66 ms
[2020-12-20 09:49:07 main:581] : INFO : Epoch 745 | loss: 0.000110968 | val_loss: 0.000152655 | Time: 1422.29 ms
[2020-12-20 09:49:09 main:581] : INFO : Epoch 746 | loss: 0.000113951 | val_loss: 0.000127893 | Time: 1407.71 ms
[2020-12-20 09:49:10 main:581] : INFO : Epoch 747 | loss: 0.000105435 | val_loss: 0.000122215 | Time: 1407.16 ms
[2020-12-20 09:49:12 main:581] : INFO : Epoch 748 | loss: 0.000102914 | val_loss: 0.000121105 | Time: 1413.48 ms
[2020-12-20 09:49:13 main:581] : INFO : Epoch 749 | loss: 0.000102452 | val_loss: 0.000120639 | Time: 1398.79 ms
[2020-12-20 09:49:14 main:581] : INFO : Epoch 750 | loss: 0.000102755 | val_loss: 0.000121459 | Time: 1413.43 ms
[2020-12-20 09:49:16 main:581] : INFO : Epoch 751 | loss: 0.000103343 | val_loss: 0.000121029 | Time: 1400.77 ms
[2020-12-20 09:49:17 main:581] : INFO : Epoch 752 | loss: 0.000103311 | val_loss: 0.000122953 | Time: 1417.79 ms
[2020-12-20 09:49:19 main:581] : INFO : Epoch 753 | loss: 0.000113705 | val_loss: 0.000135011 | Time: 1399.5 ms
[2020-12-20 09:49:20 main:581] : INFO : Epoch 754 | loss: 0.000107643 | val_loss: 0.000121759 | Time: 1411.54 ms
[2020-12-20 09:49:21 main:581] : INFO : Epoch 755 | loss: 0.000105343 | val_loss: 0.000123917 | Time: 1409.41 ms
[2020-12-20 09:49:23 main:581] : INFO : Epoch 756 | loss: 0.000105094 | val_loss: 0.000121707 | Time: 1402.31 ms
[2020-12-20 09:49:24 main:581] : INFO : Epoch 757 | loss: 0.000102626 | val_loss: 0.000121691 | Time: 1415.52 ms
[2020-12-20 09:49:26 main:581] : INFO : Epoch 758 | loss: 0.000121208 | val_loss: 0.000137378 | Time: 1400.48 ms
[2020-12-20 09:49:27 main:581] : INFO : Epoch 759 | loss: 0.000120775 | val_loss: 0.000125738 | Time: 1395.88 ms
[2020-12-20 09:49:28 main:581] : INFO : Epoch 760 | loss: 0.000107762 | val_loss: 0.000123854 | Time: 1401.75 ms
[2020-12-20 09:49:30 main:581] : INFO : Epoch 761 | loss: 0.000105357 | val_loss: 0.00012551 | Time: 1407.74 ms
[2020-12-20 09:49:31 main:581] : INFO : Epoch 762 | loss: 0.000105703 | val_loss: 0.000122898 | Time: 1399.74 ms
[2020-12-20 09:49:33 main:581] : INFO : Epoch 763 | loss: 0.00010339 | val_loss: 0.000121164 | Time: 1415.28 ms
[2020-12-20 09:49:34 main:581] : INFO : Epoch 764 | loss: 0.00014578 | val_loss: 0.000197724 | Time: 1400.41 ms
[2020-12-20 09:49:36 main:581] : INFO : Epoch 765 | loss: 0.000127559 | val_loss: 0.000129888 | Time: 1395.74 ms
[2020-12-20 09:49:37 main:581] : INFO : Epoch 766 | loss: 0.000107878 | val_loss: 0.000123094 | Time: 1406.38 ms
[2020-12-20 09:49:38 main:581] : INFO : Epoch 767 | loss: 0.00010334 | val_loss: 0.000121565 | Time: 1403.48 ms
[2020-12-20 09:49:40 main:581] : INFO : Epoch 768 | loss: 0.000103117 | val_loss: 0.000121964 | Time: 1406.82 ms
[2020-12-20 09:49:41 main:581] : INFO : Epoch 769 | loss: 0.000102342 | val_loss: 0.000121365 | Time: 1401.78 ms
[2020-12-20 09:49:43 main:581] : INFO : Epoch 770 | loss: 0.000110446 | val_loss: 0.000132671 | Time: 1406.08 ms
[2020-12-20 09:49:44 main:581] : INFO : Epoch 771 | loss: 0.000107842 | val_loss: 0.000127076 | Time: 1416.26 ms
[2020-12-20 09:49:45 main:581] : INFO : Epoch 772 | loss: 0.000104555 | val_loss: 0.00012498 | Time: 1409.45 ms
[2020-12-20 09:49:47 main:581] : INFO : Epoch 773 | loss: 0.000121957 | val_loss: 0.00013206 | Time: 1410.16 ms
[2020-12-20 09:49:48 main:581] : INFO : Epoch 774 | loss: 0.000118544 | val_loss: 0.000127066 | Time: 1418.59 ms
[2020-12-20 09:49:50 main:581] : INFO : Epoch 775 | loss: 0.000105323 | val_loss: 0.000121121 | Time: 1397.34 ms
[2020-12-20 09:49:51 main:581] : INFO : Epoch 776 | loss: 0.000103024 | val_loss: 0.000122446 | Time: 1425.17 ms
[2020-12-20 09:49:52 main:581] : INFO : Epoch 777 | loss: 0.000119729 | val_loss: 0.000145884 | Time: 1402.36 ms
[2020-12-20 09:49:54 main:581] : INFO : Epoch 778 | loss: 0.000130684 | val_loss: 0.000130866 | Time: 1396.37 ms
[2020-12-20 09:49:55 main:581] : INFO : Epoch 779 | loss: 0.000109874 | val_loss: 0.000125156 | Time: 1415.07 ms
[2020-12-20 09:49:57 main:581] : INFO : Epoch 780 | loss: 0.000104628 | val_loss: 0.000120393 | Time: 1388.91 ms
[2020-12-20 09:49:58 main:581] : INFO : Epoch 781 | loss: 0.000105141 | val_loss: 0.000140174 | Time: 1411.2 ms
[2020-12-20 09:49:59 main:581] : INFO : Epoch 782 | loss: 0.000137997 | val_loss: 0.000137557 | Time: 1402.25 ms
[2020-12-20 09:50:01 main:581] : INFO : Epoch 783 | loss: 0.000110775 | val_loss: 0.000125707 | Time: 1418.85 ms
[2020-12-20 09:50:02 main:581] : INFO : Epoch 784 | loss: 0.00010419 | val_loss: 0.000122075 | Time: 1398.7 ms
[2020-12-20 09:50:04 main:581] : INFO : Epoch 785 | loss: 0.000103212 | val_loss: 0.000121162 | Time: 1413.85 ms
[2020-12-20 09:50:05 main:581] : INFO : Epoch 786 | loss: 0.000103748 | val_loss: 0.000129409 | Time: 1402.13 ms
[2020-12-20 09:50:06 main:581] : INFO : Epoch 787 | loss: 0.00015839 | val_loss: 0.000188039 | Time: 1395.31 ms
[2020-12-20 09:50:08 main:581] : INFO : Epoch 788 | loss: 0.000124731 | val_loss: 0.000128352 | Time: 1397.27 ms
[2020-12-20 09:50:09 main:581] : INFO : Epoch 789 | loss: 0.000106605 | val_loss: 0.000123245 | Time: 1400.68 ms
[2020-12-20 09:50:11 main:581] : INFO : Epoch 790 | loss: 0.000103512 | val_loss: 0.000120869 | Time: 1390.53 ms
[2020-12-20 09:50:12 main:581] : INFO : Epoch 791 | loss: 0.000103533 | val_loss: 0.000124768 | Time: 1412.09 ms
[2020-12-20 09:50:13 main:581] : INFO : Epoch 792 | loss: 0.000114743 | val_loss: 0.000160279 | Time: 1399.58 ms
[2020-12-20 09:50:15 main:581] : INFO : Epoch 793 | loss: 0.000129437 | val_loss: 0.000127543 | Time: 1407.34 ms
[2020-12-20 09:50:16 main:581] : INFO : Epoch 794 | loss: 0.000107267 | val_loss: 0.000123747 | Time: 1393.95 ms
[2020-12-20 09:50:18 main:581] : INFO : Epoch 795 | loss: 0.000104586 | val_loss: 0.000123223 | Time: 1411.17 ms
[2020-12-20 09:50:19 main:581] : INFO : Epoch 796 | loss: 0.000121722 | val_loss: 0.000154419 | Time: 1401.45 ms
[2020-12-20 09:50:20 main:581] : INFO : Epoch 797 | loss: 0.000115624 | val_loss: 0.000126211 | Time: 1412.71 ms
[2020-12-20 09:50:22 main:581] : INFO : Epoch 798 | loss: 0.000128056 | val_loss: 0.000133665 | Time: 1408.15 ms
[2020-12-20 09:50:23 main:581] : INFO : Epoch 799 | loss: 0.000113537 | val_loss: 0.000123151 | Time: 1392.46 ms
[2020-12-20 09:50:25 main:581] : INFO : Epoch 800 | loss: 0.000104776 | val_loss: 0.000122792 | Time: 1405.97 ms
[2020-12-20 09:50:26 main:581] : INFO : Epoch 801 | loss: 0.000111027 | val_loss: 0.000137695 | Time: 1401.19 ms
[2020-12-20 09:50:28 main:581] : INFO : Epoch 802 | loss: 0.000135114 | val_loss: 0.000140592 | Time: 1405.45 ms
[2020-12-20 09:50:29 main:581] : INFO : Epoch 803 | loss: 0.000119121 | val_loss: 0.000126201 | Time: 1405.35 ms
[2020-12-20 09:50:30 main:581] : INFO : Epoch 804 | loss: 0.000105986 | val_loss: 0.000122567 | Time: 1389.78 ms
[2020-12-20 09:50:32 main:581] : INFO : Epoch 805 | loss: 0.000108015 | val_loss: 0.000135412 | Time: 1408.52 ms
[2020-12-20 09:50:33 main:581] : INFO : Epoch 806 | loss: 0.000117248 | val_loss: 0.000137193 | Time: 1405.56 ms
[2020-12-20 09:50:35 main:581] : INFO : Epoch 807 | loss: 0.00011188 | val_loss: 0.00013134 | Time: 1401.18 ms
[2020-12-20 09:50:36 main:581] : INFO : Epoch 808 | loss: 0.000136683 | val_loss: 0.000148006 | Time: 1401.81 ms
[2020-12-20 09:50:37 main:581] : INFO : Epoch 809 | loss: 0.000119529 | val_loss: 0.000127271 | Time: 1429.98 ms
[2020-12-20 09:50:39 main:581] : INFO : Epoch 810 | loss: 0.000107424 | val_loss: 0.000122098 | Time: 1405.38 ms
[2020-12-20 09:50:40 main:581] : INFO : Epoch 811 | loss: 0.000104252 | val_loss: 0.000124279 | Time: 1422.47 ms
[2020-12-20 09:50:42 main:581] : INFO : Epoch 812 | loss: 0.000118484 | val_loss: 0.00014919 | Time: 1416.97 ms
[2020-12-20 09:50:43 main:581] : INFO : Epoch 813 | loss: 0.000120386 | val_loss: 0.000125953 | Time: 1398.64 ms
[2020-12-20 09:50:44 main:581] : INFO : Epoch 814 | loss: 0.00010707 | val_loss: 0.000123645 | Time: 1411.77 ms
[2020-12-20 09:50:46 main:581] : INFO : Epoch 815 | loss: 0.000141038 | val_loss: 0.000156373 | Time: 1405.43 ms
[2020-12-20 09:50:47 main:581] : INFO : Epoch 816 | loss: 0.000127312 | val_loss: 0.000132838 | Time: 1413.98 ms
[2020-12-20 09:50:49 main:581] : INFO : Epoch 817 | loss: 0.000109218 | val_loss: 0.000124118 | Time: 1408.75 ms
[2020-12-20 09:50:50 main:581] : INFO : Epoch 818 | loss: 0.000108304 | val_loss: 0.000147224 | Time: 1397.71 ms
[2020-12-20 09:50:51 main:581] : INFO : Epoch 819 | loss: 0.0001263 | val_loss: 0.000128976 | Time: 1410.29 ms
[2020-12-20 09:50:53 main:581] : INFO : Epoch 820 | loss: 0.000108147 | val_loss: 0.000124025 | Time: 1410.56 ms
[2020-12-20 09:50:54 main:581] : INFO : Epoch 821 | loss: 0.000104418 | val_loss: 0.000123328 | Time: 1404.32 ms
[2020-12-20 09:50:56 main:581] : INFO : Epoch 822 | loss: 0.0001153 | val_loss: 0.000153198 | Time: 1410.77 ms
[2020-12-20 09:50:57 main:581] : INFO : Epoch 823 | loss: 0.000118136 | val_loss: 0.000130867 | Time: 1396.98 ms
[2020-12-20 09:50:58 main:581] : INFO : Epoch 824 | loss: 0.000111581 | val_loss: 0.000130951 | Time: 1394.22 ms
[2020-12-20 09:51:00 main:581] : INFO : Epoch 825 | loss: 0.000127923 | val_loss: 0.000164376 | Time: 1401.17 ms
[2020-12-20 09:51:01 main:581] : INFO : Epoch 826 | loss: 0.000131685 | val_loss: 0.00013322 | Time: 1400.52 ms
[2020-12-20 09:51:03 main:581] : INFO : Epoch 827 | loss: 0.000109467 | val_loss: 0.000124334 | Time: 1392.3 ms
[2020-12-20 09:51:04 main:581] : INFO : Epoch 828 | loss: 0.000105004 | val_loss: 0.000125052 | Time: 1403.7 ms
[2020-12-20 09:51:05 main:581] : INFO : Epoch 829 | loss: 0.000119329 | val_loss: 0.000142529 | Time: 1408.34 ms
[2020-12-20 09:51:07 main:581] : INFO : Epoch 830 | loss: 0.000109834 | val_loss: 0.000128012 | Time: 1415.01 ms
[2020-12-20 09:51:08 main:581] : INFO : Epoch 831 | loss: 0.000124467 | val_loss: 0.000137784 | Time: 1392.82 ms
[2020-12-20 09:51:10 main:581] : INFO : Epoch 832 | loss: 0.000119289 | val_loss: 0.000126763 | Time: 1407.7 ms
[2020-12-20 09:51:11 main:581] : INFO : Epoch 833 | loss: 0.000106508 | val_loss: 0.000125006 | Time: 1418.08 ms
[2020-12-20 09:51:13 main:581] : INFO : Epoch 834 | loss: 0.000108612 | val_loss: 0.000139656 | Time: 1404.71 ms
[2020-12-20 09:51:14 main:581] : INFO : Epoch 835 | loss: 0.000134244 | val_loss: 0.000152715 | Time: 1406.69 ms
[2020-12-20 09:51:15 main:581] : INFO : Epoch 836 | loss: 0.000123438 | val_loss: 0.000127471 | Time: 1414.52 ms
[2020-12-20 09:51:17 main:581] : INFO : Epoch 837 | loss: 0.000115784 | val_loss: 0.000145861 | Time: 1413.71 ms
[2020-12-20 09:51:18 main:581] : INFO : Epoch 838 | loss: 0.000114807 | val_loss: 0.000128575 | Time: 1410.74 ms
[2020-12-20 09:51:20 main:581] : INFO : Epoch 839 | loss: 0.000113569 | val_loss: 0.000169399 | Time: 1409.49 ms
[2020-12-20 09:51:21 main:581] : INFO : Epoch 840 | loss: 0.000127491 | val_loss: 0.000133353 | Time: 1425.2 ms
[2020-12-20 09:51:22 main:581] : INFO : Epoch 841 | loss: 0.000110202 | val_loss: 0.000124436 | Time: 1463.25 ms
[2020-12-20 09:51:24 main:581] : INFO : Epoch 842 | loss: 0.000114856 | val_loss: 0.000152249 | Time: 1455.34 ms
[2020-12-20 09:51:25 main:581] : INFO : Epoch 843 | loss: 0.00012663 | val_loss: 0.000132278 | Time: 1404 ms
[2020-12-20 09:51:27 main:581] : INFO : Epoch 844 | loss: 0.000108138 | val_loss: 0.000126232 | Time: 1414.94 ms
[2020-12-20 09:51:28 main:581] : INFO : Epoch 845 | loss: 0.000131695 | val_loss: 0.000134429 | Time: 1419.06 ms
[2020-12-20 09:51:30 main:581] : INFO : Epoch 846 | loss: 0.000115445 | val_loss: 0.000133056 | Time: 1400.34 ms
[2020-12-20 09:51:31 main:581] : INFO : Epoch 847 | loss: 0.000117512 | val_loss: 0.000145343 | Time: 1418.07 ms
[2020-12-20 09:51:32 main:581] : INFO : Epoch 848 | loss: 0.00011788 | val_loss: 0.000125751 | Time: 1426.43 ms
[2020-12-20 09:51:34 main:581] : INFO : Epoch 849 | loss: 0.000109104 | val_loss: 0.000139471 | Time: 1400.81 ms
[2020-12-20 09:51:35 main:581] : INFO : Epoch 850 | loss: 0.000132736 | val_loss: 0.00012886 | Time: 1417.15 ms
[2020-12-20 09:51:37 main:581] : INFO : Epoch 851 | loss: 0.000111359 | val_loss: 0.000126442 | Time: 1409.65 ms
[2020-12-20 09:51:38 main:581] : INFO : Epoch 852 | loss: 0.00010671 | val_loss: 0.000137946 | Time: 1409.91 ms
[2020-12-20 09:51:39 main:581] : INFO : Epoch 853 | loss: 0.000148449 | val_loss: 0.000147954 | Time: 1403.17 ms
[2020-12-20 09:51:41 main:581] : INFO : Epoch 854 | loss: 0.000120736 | val_loss: 0.000134039 | Time: 1418.09 ms
[2020-12-20 09:51:42 main:581] : INFO : Epoch 855 | loss: 0.0001115 | val_loss: 0.000131153 | Time: 1418.05 ms
[2020-12-20 09:51:44 main:581] : INFO : Epoch 856 | loss: 0.000110014 | val_loss: 0.00012592 | Time: 1418.11 ms
[2020-12-20 09:51:45 main:581] : INFO : Epoch 857 | loss: 0.000118924 | val_loss: 0.000140912 | Time: 1412.24 ms
[2020-12-20 09:51:47 main:581] : INFO : Epoch 858 | loss: 0.000126531 | val_loss: 0.000153179 | Time: 1434.09 ms
[2020-12-20 09:51:48 main:581] : INFO : Epoch 859 | loss: 0.000113251 | val_loss: 0.000127191 | Time: 1434.06 ms
[2020-12-20 09:51:49 main:581] : INFO : Epoch 860 | loss: 0.00010766 | val_loss: 0.000124466 | Time: 1416.63 ms
[2020-12-20 09:51:51 main:581] : INFO : Epoch 861 | loss: 0.000109132 | val_loss: 0.00015225 | Time: 1401.05 ms
[2020-12-20 09:51:52 main:581] : INFO : Epoch 862 | loss: 0.000159913 | val_loss: 0.000141571 | Time: 1419.97 ms
[2020-12-20 09:51:54 main:581] : INFO : Epoch 863 | loss: 0.000117196 | val_loss: 0.000125788 | Time: 1416.15 ms
[2020-12-20 09:51:55 main:581] : INFO : Epoch 864 | loss: 0.000106555 | val_loss: 0.000124927 | Time: 1429.64 ms
[2020-12-20 09:51:56 main:581] : INFO : Epoch 865 | loss: 0.000120101 | val_loss: 0.000158526 | Time: 1412.67 ms
[2020-12-20 09:51:58 main:581] : INFO : Epoch 866 | loss: 0.000115848 | val_loss: 0.000129253 | Time: 1411.39 ms
[2020-12-20 09:51:59 main:581] : INFO : Epoch 867 | loss: 0.000107106 | val_loss: 0.000131477 | Time: 1411.18 ms
[2020-12-20 09:52:01 main:581] : INFO : Epoch 868 | loss: 0.0001331 | val_loss: 0.000131629 | Time: 1398.95 ms
[2020-12-20 09:52:02 main:581] : INFO : Epoch 869 | loss: 0.000114494 | val_loss: 0.000125722 | Time: 1408.61 ms
[2020-12-20 09:52:04 main:581] : INFO : Epoch 870 | loss: 0.000109363 | val_loss: 0.000129935 | Time: 1412.62 ms
[2020-12-20 09:52:05 main:581] : INFO : Epoch 871 | loss: 0.000115439 | val_loss: 0.000140641 | Time: 1422.45 ms
[2020-12-20 09:52:06 main:581] : INFO : Epoch 872 | loss: 0.000118727 | val_loss: 0.000135722 | Time: 1445.83 ms
[2020-12-20 09:52:08 main:581] : INFO : Epoch 873 | loss: 0.000110624 | val_loss: 0.000139573 | Time: 1485.45 ms
[2020-12-20 09:52:09 main:581] : INFO : Epoch 874 | loss: 0.000131079 | val_loss: 0.000151118 | Time: 1478.34 ms
[2020-12-20 09:52:11 main:581] : INFO : Epoch 875 | loss: 0.0001248 | val_loss: 0.000130836 | Time: 1463.56 ms
[2020-12-20 09:52:12 main:581] : INFO : Epoch 876 | loss: 0.000108667 | val_loss: 0.000124545 | Time: 1451.27 ms
[2020-12-20 09:52:14 main:581] : INFO : Epoch 877 | loss: 0.000117841 | val_loss: 0.00017434 | Time: 1488.54 ms
[2020-12-20 09:52:15 main:581] : INFO : Epoch 878 | loss: 0.000140919 | val_loss: 0.000137285 | Time: 1498.38 ms
[2020-12-20 09:52:17 main:581] : INFO : Epoch 879 | loss: 0.000115626 | val_loss: 0.000127714 | Time: 1508.5 ms
[2020-12-20 09:52:18 main:581] : INFO : Epoch 880 | loss: 0.00010842 | val_loss: 0.000125538 | Time: 1517.79 ms
[2020-12-20 09:52:20 main:581] : INFO : Epoch 881 | loss: 0.000113419 | val_loss: 0.000149431 | Time: 1517.13 ms
[2020-12-20 09:52:21 main:581] : INFO : Epoch 882 | loss: 0.000131505 | val_loss: 0.000140271 | Time: 1516.79 ms
[2020-12-20 09:52:23 main:581] : INFO : Epoch 883 | loss: 0.000118448 | val_loss: 0.000135784 | Time: 1504.8 ms
[2020-12-20 09:52:24 main:581] : INFO : Epoch 884 | loss: 0.000119147 | val_loss: 0.000149622 | Time: 1476.92 ms
[2020-12-20 09:52:26 main:581] : INFO : Epoch 885 | loss: 0.000130184 | val_loss: 0.000132794 | Time: 1480.08 ms
[2020-12-20 09:52:27 main:581] : INFO : Epoch 886 | loss: 0.000107585 | val_loss: 0.000121574 | Time: 1460.78 ms
[2020-12-20 09:52:29 main:581] : INFO : Epoch 887 | loss: 0.000105607 | val_loss: 0.000128411 | Time: 1449.29 ms
[2020-12-20 09:52:30 main:581] : INFO : Epoch 888 | loss: 0.000130708 | val_loss: 0.000139627 | Time: 1452.62 ms
[2020-12-20 09:52:32 main:581] : INFO : Epoch 889 | loss: 0.000114002 | val_loss: 0.000129516 | Time: 1472.23 ms
[2020-12-20 09:52:33 main:581] : INFO : Epoch 890 | loss: 0.000115585 | val_loss: 0.000166364 | Time: 1474.04 ms
[2020-12-20 09:52:35 main:581] : INFO : Epoch 891 | loss: 0.000146131 | val_loss: 0.000132845 | Time: 1493.35 ms
[2020-12-20 09:52:36 main:581] : INFO : Epoch 892 | loss: 0.000113901 | val_loss: 0.000127773 | Time: 1478.94 ms
[2020-12-20 09:52:38 main:581] : INFO : Epoch 893 | loss: 0.000106567 | val_loss: 0.000123628 | Time: 1451.63 ms
[2020-12-20 09:52:39 main:581] : INFO : Epoch 894 | loss: 0.000118488 | val_loss: 0.000197032 | Time: 1468.93 ms
[2020-12-20 09:52:40 main:581] : INFO : Epoch 895 | loss: 0.000139236 | val_loss: 0.000135759 | Time: 1494.09 ms
[2020-12-20 09:52:42 main:581] : INFO : Epoch 896 | loss: 0.000111413 | val_loss: 0.000124927 | Time: 1464.48 ms
[2020-12-20 09:52:43 main:581] : INFO : Epoch 897 | loss: 0.000106932 | val_loss: 0.000130861 | Time: 1479.59 ms
[2020-12-20 09:52:45 main:581] : INFO : Epoch 898 | loss: 0.000121232 | val_loss: 0.000140576 | Time: 1451.63 ms
[2020-12-20 09:52:46 main:581] : INFO : Epoch 899 | loss: 0.000115398 | val_loss: 0.000134591 | Time: 1455.82 ms
[2020-12-20 09:52:48 main:581] : INFO : Epoch 900 | loss: 0.000109479 | val_loss: 0.0001273 | Time: 1495.92 ms
[2020-12-20 09:52:49 main:581] : INFO : Epoch 901 | loss: 0.000109389 | val_loss: 0.000140748 | Time: 1487.68 ms
[2020-12-20 09:52:51 main:581] : INFO : Epoch 902 | loss: 0.000139673 | val_loss: 0.000159184 | Time: 1483.55 ms
[2020-12-20 09:52:52 main:581] : INFO : Epoch 903 | loss: 0.000127864 | val_loss: 0.000132688 | Time: 1516.87 ms
[2020-12-20 09:52:54 main:581] : INFO : Epoch 904 | loss: 0.000108046 | val_loss: 0.000123513 | Time: 1494.1 ms
[2020-12-20 09:52:55 main:581] : INFO : Epoch 905 | loss: 0.000114674 | val_loss: 0.00017246 | Time: 1510.25 ms
[2020-12-20 09:52:57 main:581] : INFO : Epoch 906 | loss: 0.000122579 | val_loss: 0.000127755 | Time: 1517.16 ms
[2020-12-20 09:52:58 main:581] : INFO : Epoch 907 | loss: 0.0001211 | val_loss: 0.0001783 | Time: 1497.37 ms
[2020-12-20 09:53:00 main:581] : INFO : Epoch 908 | loss: 0.000135258 | val_loss: 0.000143473 | Time: 1451.63 ms
[2020-12-20 09:53:01 main:581] : INFO : Epoch 909 | loss: 0.000113082 | val_loss: 0.000126098 | Time: 1441.8 ms
[2020-12-20 09:53:03 main:581] : INFO : Epoch 910 | loss: 0.000121599 | val_loss: 0.000162498 | Time: 1491.59 ms
[2020-12-20 09:53:04 main:581] : INFO : Epoch 911 | loss: 0.000117557 | val_loss: 0.000128272 | Time: 1472.7 ms
[2020-12-20 09:53:06 main:581] : INFO : Epoch 912 | loss: 0.000106786 | val_loss: 0.000126716 | Time: 1449.93 ms
[2020-12-20 09:53:07 main:581] : INFO : Epoch 913 | loss: 0.000108577 | val_loss: 0.000128461 | Time: 1461.75 ms
[2020-12-20 09:53:09 main:581] : INFO : Epoch 914 | loss: 0.000134483 | val_loss: 0.000142445 | Time: 1445.28 ms
[2020-12-20 09:53:10 main:581] : INFO : Epoch 915 | loss: 0.000118974 | val_loss: 0.000130045 | Time: 1465.81 ms
[2020-12-20 09:53:11 main:581] : INFO : Epoch 916 | loss: 0.000116492 | val_loss: 0.000154974 | Time: 1488.76 ms
[2020-12-20 09:53:13 main:581] : INFO : Epoch 917 | loss: 0.000135235 | val_loss: 0.000131086 | Time: 1494.12 ms
[2020-12-20 09:53:14 main:581] : INFO : Epoch 918 | loss: 0.000111963 | val_loss: 0.000127517 | Time: 1460.43 ms
[2020-12-20 09:53:16 main:581] : INFO : Epoch 919 | loss: 0.000109719 | val_loss: 0.00013079 | Time: 1429.69 ms
[2020-12-20 09:53:17 main:581] : INFO : Epoch 920 | loss: 0.000110452 | val_loss: 0.000127393 | Time: 1451.54 ms
[2020-12-20 09:53:19 main:581] : INFO : Epoch 921 | loss: 0.000113492 | val_loss: 0.000142791 | Time: 1493.08 ms
[2020-12-20 09:53:20 main:581] : INFO : Epoch 922 | loss: 0.000125321 | val_loss: 0.000142506 | Time: 1519.37 ms
[2020-12-20 09:53:22 main:581] : INFO : Epoch 923 | loss: 0.000114502 | val_loss: 0.000133177 | Time: 1494.24 ms
[2020-12-20 09:53:23 main:581] : INFO : Epoch 924 | loss: 0.000116453 | val_loss: 0.000135553 | Time: 1455.55 ms
[2020-12-20 09:53:25 main:581] : INFO : Epoch 925 | loss: 0.000131156 | val_loss: 0.000152106 | Time: 1436.35 ms
[2020-12-20 09:53:26 main:581] : INFO : Epoch 926 | loss: 0.00012314 | val_loss: 0.00013362 | Time: 1414.43 ms
[2020-12-20 09:53:28 main:581] : INFO : Epoch 927 | loss: 0.000114037 | val_loss: 0.000126429 | Time: 1436.7 ms
[2020-12-20 09:53:29 main:581] : INFO : Epoch 928 | loss: 0.000114453 | val_loss: 0.000159215 | Time: 1438.09 ms
[2020-12-20 09:53:30 main:581] : INFO : Epoch 929 | loss: 0.000122455 | val_loss: 0.000135127 | Time: 1424.22 ms
[2020-12-20 09:53:32 main:581] : INFO : Epoch 930 | loss: 0.000126422 | val_loss: 0.000133219 | Time: 1482.85 ms
[2020-12-20 09:53:33 main:581] : INFO : Epoch 931 | loss: 0.000112982 | val_loss: 0.000130567 | Time: 1506.46 ms
[2020-12-20 09:53:35 main:581] : INFO : Epoch 932 | loss: 0.000116709 | val_loss: 0.000126496 | Time: 1503.52 ms
[2020-12-20 09:53:36 main:581] : INFO : Epoch 933 | loss: 0.000108402 | val_loss: 0.000125995 | Time: 1453.45 ms
[2020-12-20 09:53:38 main:581] : INFO : Epoch 934 | loss: 0.00011775 | val_loss: 0.000156294 | Time: 1461.62 ms
[2020-12-20 09:53:39 main:581] : INFO : Epoch 935 | loss: 0.000127666 | val_loss: 0.000131891 | Time: 1483.5 ms
[2020-12-20 09:53:41 main:581] : INFO : Epoch 936 | loss: 0.00011084 | val_loss: 0.000129314 | Time: 1483.23 ms
[2020-12-20 09:53:42 main:581] : INFO : Epoch 937 | loss: 0.00013837 | val_loss: 0.000161006 | Time: 1498.59 ms
[2020-12-20 09:53:44 main:581] : INFO : Epoch 938 | loss: 0.000127086 | val_loss: 0.000133074 | Time: 1524.9 ms
[2020-12-20 09:53:45 main:581] : INFO : Epoch 939 | loss: 0.0001097 | val_loss: 0.000127467 | Time: 1527.02 ms
[2020-12-20 09:53:47 main:581] : INFO : Epoch 940 | loss: 0.000111417 | val_loss: 0.00013966 | Time: 1506.31 ms
[2020-12-20 09:53:48 main:581] : INFO : Epoch 941 | loss: 0.000133768 | val_loss: 0.000140002 | Time: 1470.8 ms
[2020-12-20 09:53:50 main:581] : INFO : Epoch 942 | loss: 0.000115493 | val_loss: 0.000131495 | Time: 1542.78 ms
[2020-12-20 09:53:51 main:581] : INFO : Epoch 943 | loss: 0.000110031 | val_loss: 0.000129974 | Time: 1493.35 ms
[2020-12-20 09:53:53 main:581] : INFO : Epoch 944 | loss: 0.000124464 | val_loss: 0.000135495 | Time: 1517.1 ms
[2020-12-20 09:53:54 main:581] : INFO : Epoch 945 | loss: 0.000111389 | val_loss: 0.000135929 | Time: 1545.4 ms
[2020-12-20 09:53:56 main:581] : INFO : Epoch 946 | loss: 0.000126862 | val_loss: 0.00013094 | Time: 1514.07 ms
[2020-12-20 09:53:57 main:581] : INFO : Epoch 947 | loss: 0.000113699 | val_loss: 0.000134473 | Time: 1490.6 ms
[2020-12-20 09:53:59 main:581] : INFO : Epoch 948 | loss: 0.000116622 | val_loss: 0.000177099 | Time: 1485.4 ms
[2020-12-20 09:54:00 main:581] : INFO : Epoch 949 | loss: 0.000145928 | val_loss: 0.00014173 | Time: 1495.04 ms
[2020-12-20 09:54:02 main:581] : INFO : Epoch 950 | loss: 0.000112077 | val_loss: 0.000127227 | Time: 1492.22 ms
[2020-12-20 09:54:03 main:581] : INFO : Epoch 951 | loss: 0.000121233 | val_loss: 0.000134766 | Time: 1483.66 ms
[2020-12-20 09:54:05 main:581] : INFO : Epoch 952 | loss: 0.000111103 | val_loss: 0.000133951 | Time: 1503.98 ms
[2020-12-20 09:54:06 main:581] : INFO : Epoch 953 | loss: 0.000138162 | val_loss: 0.000152719 | Time: 1529.06 ms
[2020-12-20 09:54:08 main:581] : INFO : Epoch 954 | loss: 0.000117641 | val_loss: 0.000127424 | Time: 1516.5 ms
[2020-12-20 09:54:09 main:581] : INFO : Epoch 955 | loss: 0.000106633 | val_loss: 0.000121874 | Time: 1490.07 ms
[2020-12-20 09:54:11 main:581] : INFO : Epoch 956 | loss: 0.000104199 | val_loss: 0.000124821 | Time: 1495.63 ms
[2020-12-20 09:54:12 main:581] : INFO : Epoch 957 | loss: 0.000143237 | val_loss: 0.000155878 | Time: 1499.59 ms
[2020-12-20 09:54:14 main:581] : INFO : Epoch 958 | loss: 0.000126303 | val_loss: 0.000130779 | Time: 1508.04 ms
[2020-12-20 09:54:15 main:581] : INFO : Epoch 959 | loss: 0.000109791 | val_loss: 0.000128747 | Time: 1480.2 ms
[2020-12-20 09:54:17 main:581] : INFO : Epoch 960 | loss: 0.000105997 | val_loss: 0.000126856 | Time: 1485.58 ms
[2020-12-20 09:54:18 main:581] : INFO : Epoch 961 | loss: 0.000144854 | val_loss: 0.00014956 | Time: 1498.39 ms
[2020-12-20 09:54:20 main:581] : INFO : Epoch 962 | loss: 0.000118461 | val_loss: 0.000125553 | Time: 1512.81 ms
[2020-12-20 09:54:21 main:581] : INFO : Epoch 963 | loss: 0.000107079 | val_loss: 0.000123474 | Time: 1530.48 ms
[2020-12-20 09:54:23 main:581] : INFO : Epoch 964 | loss: 0.00010383 | val_loss: 0.000123992 | Time: 1514.2 ms
[2020-12-20 09:54:24 main:581] : INFO : Epoch 965 | loss: 0.000113491 | val_loss: 0.00014904 | Time: 1528 ms
[2020-12-20 09:54:26 main:581] : INFO : Epoch 966 | loss: 0.000133365 | val_loss: 0.000147387 | Time: 1496.12 ms
[2020-12-20 09:54:28 main:581] : INFO : Epoch 967 | loss: 0.000116559 | val_loss: 0.000127426 | Time: 1534 ms
[2020-12-20 09:54:29 main:581] : INFO : Epoch 968 | loss: 0.000110147 | val_loss: 0.000133628 | Time: 1499.42 ms
[2020-12-20 09:54:30 main:581] : INFO : Epoch 969 | loss: 0.000117488 | val_loss: 0.000144201 | Time: 1469.84 ms
[2020-12-20 09:54:32 main:581] : INFO : Epoch 970 | loss: 0.000118017 | val_loss: 0.000126664 | Time: 1481.04 ms
[2020-12-20 09:54:33 main:581] : INFO : Epoch 971 | loss: 0.000108365 | val_loss: 0.000125911 | Time: 1489.18 ms
[2020-12-20 09:54:35 main:581] : INFO : Epoch 972 | loss: 0.000121114 | val_loss: 0.000150096 | Time: 1515.24 ms
[2020-12-20 09:54:36 main:581] : INFO : Epoch 973 | loss: 0.000127228 | val_loss: 0.000139396 | Time: 1480.05 ms
[2020-12-20 09:54:38 main:581] : INFO : Epoch 974 | loss: 0.000148663 | val_loss: 0.000160556 | Time: 1478.25 ms
[2020-12-20 09:54:39 main:581] : INFO : Epoch 975 | loss: 0.000123188 | val_loss: 0.0001334 | Time: 1476.72 ms
[2020-12-20 09:54:41 main:581] : INFO : Epoch 976 | loss: 0.00010852 | val_loss: 0.000123982 | Time: 1523.13 ms
[2020-12-20 09:54:42 main:581] : INFO : Epoch 977 | loss: 0.00010422 | val_loss: 0.000124338 | Time: 1456.39 ms
[2020-12-20 09:54:44 main:581] : INFO : Epoch 978 | loss: 0.000107506 | val_loss: 0.000127687 | Time: 1460.03 ms
[2020-12-20 09:54:45 main:581] : INFO : Epoch 979 | loss: 0.000121445 | val_loss: 0.000152085 | Time: 1480.6 ms
[2020-12-20 09:54:47 main:581] : INFO : Epoch 980 | loss: 0.000127934 | val_loss: 0.000154364 | Time: 1475.07 ms
[2020-12-20 09:54:48 main:581] : INFO : Epoch 981 | loss: 0.000118625 | val_loss: 0.000129198 | Time: 1465.89 ms
[2020-12-20 09:54:50 main:581] : INFO : Epoch 982 | loss: 0.000110023 | val_loss: 0.000128507 | Time: 1483.37 ms
[2020-12-20 09:54:51 main:581] : INFO : Epoch 983 | loss: 0.000110212 | val_loss: 0.000129847 | Time: 1471.41 ms
[2020-12-20 09:54:53 main:581] : INFO : Epoch 984 | loss: 0.000126087 | val_loss: 0.000141986 | Time: 1486.91 ms
[2020-12-20 09:54:54 main:581] : INFO : Epoch 985 | loss: 0.00011752 | val_loss: 0.000149571 | Time: 1467.03 ms
[2020-12-20 09:54:56 main:581] : INFO : Epoch 986 | loss: 0.000119786 | val_loss: 0.000133398 | Time: 1450.06 ms
[2020-12-20 09:54:57 main:581] : INFO : Epoch 987 | loss: 0.000153671 | val_loss: 0.000171677 | Time: 1457.17 ms
[2020-12-20 09:54:59 main:581] : INFO : Epoch 988 | loss: 0.000132051 | val_loss: 0.000130759 | Time: 1472.35 ms
[2020-12-20 09:55:00 main:581] : INFO : Epoch 989 | loss: 0.000109875 | val_loss: 0.000128024 | Time: 1478.19 ms
[2020-12-20 09:55:02 main:581] : INFO : Epoch 990 | loss: 0.000112305 | val_loss: 0.000123052 | Time: 1475.24 ms
[2020-12-20 09:55:03 main:581] : INFO : Epoch 991 | loss: 0.000105045 | val_loss: 0.000123902 | Time: 1499.79 ms
[2020-12-20 09:55:04 main:581] : INFO : Epoch 992 | loss: 0.000124543 | val_loss: 0.000161011 | Time: 1473.54 ms
[2020-12-20 09:55:06 main:581] : INFO : Epoch 993 | loss: 0.000121426 | val_loss: 0.000131734 | Time: 1485.03 ms
[2020-12-20 09:55:07 main:581] : INFO : Epoch 994 | loss: 0.000109024 | val_loss: 0.000125263 | Time: 1470.14 ms
[2020-12-20 09:55:09 main:581] : INFO : Epoch 995 | loss: 0.000120911 | val_loss: 0.000162413 | Time: 1477.58 ms
[2020-12-20 09:55:10 main:581] : INFO : Epoch 996 | loss: 0.00012357 | val_loss: 0.000132251 | Time: 1498.13 ms
[2020-12-20 09:55:12 main:581] : INFO : Epoch 997 | loss: 0.000108574 | val_loss: 0.00012486 | Time: 1451.4 ms
[2020-12-20 09:55:13 main:581] : INFO : Epoch 998 | loss: 0.000105345 | val_loss: 0.000123511 | Time: 1442.45 ms
[2020-12-20 09:55:15 main:581] : INFO : Epoch 999 | loss: 0.000110035 | val_loss: 0.000131854 | Time: 1479.36 ms
[2020-12-20 09:55:16 main:581] : INFO : Epoch 1000 | loss: 0.000141539 | val_loss: 0.000172028 | Time: 1478.92 ms
[2020-12-20 09:55:18 main:581] : INFO : Epoch 1001 | loss: 0.000135049 | val_loss: 0.000151435 | Time: 1461.09 ms
[2020-12-20 09:55:19 main:581] : INFO : Epoch 1002 | loss: 0.000125347 | val_loss: 0.000134573 | Time: 1468 ms
[2020-12-20 09:55:21 main:581] : INFO : Epoch 1003 | loss: 0.000110469 | val_loss: 0.000127191 | Time: 1445.05 ms
[2020-12-20 09:55:22 main:581] : INFO : Epoch 1004 | loss: 0.000108925 | val_loss: 0.000130614 | Time: 1427.31 ms
[2020-12-20 09:55:24 main:581] : INFO : Epoch 1005 | loss: 0.000121008 | val_loss: 0.000134648 | Time: 1448 ms
[2020-12-20 09:55:25 main:581] : INFO : Epoch 1006 | loss: 0.000109687 | val_loss: 0.000122611 | Time: 1423.63 ms
[2020-12-20 09:55:26 main:581] : INFO : Epoch 1007 | loss: 0.000109902 | val_loss: 0.000138481 | Time: 1442.93 ms
[2020-12-20 09:55:28 main:581] : INFO : Epoch 1008 | loss: 0.000117543 | val_loss: 0.00014522 | Time: 1434.53 ms
[2020-12-20 09:55:29 main:581] : INFO : Epoch 1009 | loss: 0.000136211 | val_loss: 0.000140928 | Time: 1438.5 ms
[2020-12-20 09:55:31 main:581] : INFO : Epoch 1010 | loss: 0.000115047 | val_loss: 0.000128363 | Time: 1429.35 ms
[2020-12-20 09:55:32 main:581] : INFO : Epoch 1011 | loss: 0.00010977 | val_loss: 0.000125135 | Time: 1418.22 ms
[2020-12-20 09:55:34 main:581] : INFO : Epoch 1012 | loss: 0.000107952 | val_loss: 0.000132603 | Time: 1460.25 ms
[2020-12-20 09:55:35 main:581] : INFO : Epoch 1013 | loss: 0.000154707 | val_loss: 0.000157135 | Time: 1421.94 ms
[2020-12-20 09:55:36 main:581] : INFO : Epoch 1014 | loss: 0.000122669 | val_loss: 0.000128808 | Time: 1417.32 ms
[2020-12-20 09:55:38 main:581] : INFO : Epoch 1015 | loss: 0.000107952 | val_loss: 0.000123656 | Time: 1438.07 ms
[2020-12-20 09:55:39 main:581] : INFO : Epoch 1016 | loss: 0.000104596 | val_loss: 0.000122178 | Time: 1431.7 ms
[2020-12-20 09:55:41 main:581] : INFO : Epoch 1017 | loss: 0.00011435 | val_loss: 0.000165197 | Time: 1419.89 ms
[2020-12-20 09:55:42 main:581] : INFO : Epoch 1018 | loss: 0.000134848 | val_loss: 0.000132454 | Time: 1428.66 ms
[2020-12-20 09:55:44 main:581] : INFO : Epoch 1019 | loss: 0.000112671 | val_loss: 0.000124367 | Time: 1439.48 ms
[2020-12-20 09:55:45 main:581] : INFO : Epoch 1020 | loss: 0.000115246 | val_loss: 0.000136912 | Time: 1468.87 ms
[2020-12-20 09:55:46 main:581] : INFO : Epoch 1021 | loss: 0.000109371 | val_loss: 0.000124628 | Time: 1445.07 ms
[2020-12-20 09:55:48 main:581] : INFO : Epoch 1022 | loss: 0.000111367 | val_loss: 0.00015995 | Time: 1459.66 ms
[2020-12-20 09:55:49 main:581] : INFO : Epoch 1023 | loss: 0.000158659 | val_loss: 0.000145255 | Time: 1430.22 ms
[2020-12-20 09:55:51 main:581] : INFO : Epoch 1024 | loss: 0.000193521 | val_loss: 0.000210285 | Time: 1431.43 ms
[2020-12-20 09:55:51 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.000210285
[2020-12-20 09:55:51 main:610] : INFO : Saving end state to config to file
[2020-12-20 09:55:51 main:615] : INFO : Success, exiting..
09:55:51 (936496): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)