Task 3366566
| Name | ParityModified-1605116141-21444-6_4 |
| Workunit | 1571354 |
| Created | 21 Dec 2020, 0:23:35 UTC |
| Sent | 21 Dec 2020, 1:19:51 UTC |
| Report deadline | 28 Dec 2020, 1:19:51 UTC |
| Received | 21 Dec 2020, 15:09:34 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4379 |
| Run time | 34 min 50 sec |
| CPU time | 34 min 46 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 4,498.72 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.33 GB |
| Peak swap size | 10.47 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 510 | loss: 0.0312168 | val_loss: 0.0312108 | Time: 2038.27 ms
[2020-12-21 08:51:29 main:581] : INFO : Epoch 511 | loss: 0.0312167 | val_loss: 0.0312111 | Time: 2036.53 ms
[2020-12-21 08:51:31 main:581] : INFO : Epoch 512 | loss: 0.0312165 | val_loss: 0.0312104 | Time: 2038.36 ms
[2020-12-21 08:51:33 main:581] : INFO : Epoch 513 | loss: 0.0312163 | val_loss: 0.0312102 | Time: 2038.6 ms
[2020-12-21 08:51:35 main:581] : INFO : Epoch 514 | loss: 0.0312162 | val_loss: 0.0312101 | Time: 2028.52 ms
[2020-12-21 08:51:37 main:581] : INFO : Epoch 515 | loss: 0.031216 | val_loss: 0.0312098 | Time: 2037.25 ms
[2020-12-21 08:51:39 main:581] : INFO : Epoch 516 | loss: 0.0312158 | val_loss: 0.0312098 | Time: 2030.05 ms
[2020-12-21 08:51:41 main:581] : INFO : Epoch 517 | loss: 0.0312157 | val_loss: 0.0312096 | Time: 2039.29 ms
[2020-12-21 08:51:43 main:581] : INFO : Epoch 518 | loss: 0.0312155 | val_loss: 0.0312094 | Time: 2032.42 ms
[2020-12-21 08:51:45 main:581] : INFO : Epoch 519 | loss: 0.0312154 | val_loss: 0.0312091 | Time: 2033.93 ms
[2020-12-21 08:51:47 main:581] : INFO : Epoch 520 | loss: 0.0312153 | val_loss: 0.0312092 | Time: 2042.49 ms
[2020-12-21 08:51:50 main:581] : INFO : Epoch 521 | loss: 0.0312151 | val_loss: 0.031209 | Time: 2036.64 ms
[2020-12-21 08:51:52 main:581] : INFO : Epoch 522 | loss: 0.0312153 | val_loss: 0.031209 | Time: 2030.33 ms
[2020-12-21 08:51:54 main:581] : INFO : Epoch 523 | loss: 0.031215 | val_loss: 0.0312087 | Time: 2036.45 ms
[2020-12-21 08:51:56 main:581] : INFO : Epoch 524 | loss: 0.0312149 | val_loss: 0.031209 | Time: 2046.97 ms
[2020-12-21 08:51:58 main:581] : INFO : Epoch 525 | loss: 0.0312154 | val_loss: 0.0312085 | Time: 2039.33 ms
[2020-12-21 08:52:00 main:581] : INFO : Epoch 526 | loss: 0.0312151 | val_loss: 0.0312091 | Time: 2030 ms
[2020-12-21 08:52:02 main:581] : INFO : Epoch 527 | loss: 0.0312154 | val_loss: 0.0312086 | Time: 2038.94 ms
[2020-12-21 08:52:04 main:581] : INFO : Epoch 528 | loss: 0.0312148 | val_loss: 0.0312083 | Time: 2038.14 ms
[2020-12-21 08:52:06 main:581] : INFO : Epoch 529 | loss: 0.0312146 | val_loss: 0.0312082 | Time: 2027.98 ms
[2020-12-21 08:52:08 main:581] : INFO : Epoch 530 | loss: 0.0312147 | val_loss: 0.0312081 | Time: 2041.01 ms
[2020-12-21 08:52:10 main:581] : INFO : Epoch 531 | loss: 0.0312149 | val_loss: 0.0312083 | Time: 2034.41 ms
[2020-12-21 08:52:12 main:581] : INFO : Epoch 532 | loss: 0.0312146 | val_loss: 0.0312085 | Time: 2034.33 ms
[2020-12-21 08:52:14 main:581] : INFO : Epoch 533 | loss: 0.0312148 | val_loss: 0.0312079 | Time: 2026.48 ms
[2020-12-21 08:52:16 main:581] : INFO : Epoch 534 | loss: 0.0312145 | val_loss: 0.0312081 | Time: 2033.37 ms
[2020-12-21 08:52:18 main:581] : INFO : Epoch 535 | loss: 0.0312145 | val_loss: 0.0312079 | Time: 2035.4 ms
[2020-12-21 08:52:20 main:581] : INFO : Epoch 536 | loss: 0.0312144 | val_loss: 0.0312078 | Time: 2038.07 ms
[2020-12-21 08:52:22 main:581] : INFO : Epoch 537 | loss: 0.0312143 | val_loss: 0.0312077 | Time: 2036.17 ms
[2020-12-21 08:52:24 main:581] : INFO : Epoch 538 | loss: 0.0312143 | val_loss: 0.0312078 | Time: 2032.99 ms
[2020-12-21 08:52:26 main:581] : INFO : Epoch 539 | loss: 0.0312143 | val_loss: 0.0312081 | Time: 2038.25 ms
[2020-12-21 08:52:28 main:581] : INFO : Epoch 540 | loss: 0.0312144 | val_loss: 0.0312076 | Time: 2036.89 ms
[2020-12-21 08:52:30 main:581] : INFO : Epoch 541 | loss: 0.0312143 | val_loss: 0.0312078 | Time: 2030.12 ms
[2020-12-21 08:52:32 main:581] : INFO : Epoch 542 | loss: 0.0312145 | val_loss: 0.0312078 | Time: 2037.25 ms
[2020-12-21 08:52:34 main:581] : INFO : Epoch 543 | loss: 0.0312143 | val_loss: 0.0312078 | Time: 2037.72 ms
[2020-12-21 08:52:36 main:581] : INFO : Epoch 544 | loss: 0.0312143 | val_loss: 0.0312077 | Time: 2038.59 ms
[2020-12-21 08:52:38 main:581] : INFO : Epoch 545 | loss: 0.0312142 | val_loss: 0.0312078 | Time: 2039.02 ms
[2020-12-21 08:52:40 main:581] : INFO : Epoch 546 | loss: 0.0312145 | val_loss: 0.0312075 | Time: 2032.93 ms
[2020-12-21 08:52:42 main:581] : INFO : Epoch 547 | loss: 0.0312144 | val_loss: 0.0312078 | Time: 2045.39 ms
[2020-12-21 08:52:44 main:581] : INFO : Epoch 548 | loss: 0.0312145 | val_loss: 0.0312074 | Time: 2040.98 ms
[2020-12-21 08:52:47 main:581] : INFO : Epoch 549 | loss: 0.0312141 | val_loss: 0.0312074 | Time: 2026.97 ms
[2020-12-21 08:52:49 main:581] : INFO : Epoch 550 | loss: 0.0312142 | val_loss: 0.0312073 | Time: 2034.35 ms
[2020-12-21 08:52:51 main:581] : INFO : Epoch 551 | loss: 0.031214 | val_loss: 0.0312073 | Time: 2032.7 ms
[2020-12-21 08:52:53 main:581] : INFO : Epoch 552 | loss: 0.0312141 | val_loss: 0.0312074 | Time: 2035.77 ms
[2020-12-21 08:52:55 main:581] : INFO : Epoch 553 | loss: 0.031214 | val_loss: 0.0312074 | Time: 2037 ms
[2020-12-21 08:52:57 main:581] : INFO : Epoch 554 | loss: 0.0312143 | val_loss: 0.0312077 | Time: 2037.73 ms
[2020-12-21 08:52:59 main:581] : INFO : Epoch 555 | loss: 0.0312141 | val_loss: 0.0312074 | Time: 2035.12 ms
[2020-12-21 08:53:01 main:581] : INFO : Epoch 556 | loss: 0.0312141 | val_loss: 0.0312072 | Time: 2037.22 ms
[2020-12-21 08:53:03 main:581] : INFO : Epoch 557 | loss: 0.0312144 | val_loss: 0.031208 | Time: 2033.62 ms
[2020-12-21 08:53:05 main:581] : INFO : Epoch 558 | loss: 0.031214 | val_loss: 0.0312072 | Time: 2034.92 ms
[2020-12-21 08:53:07 main:581] : INFO : Epoch 559 | loss: 0.031214 | val_loss: 0.0312075 | Time: 2037.33 ms
[2020-12-21 08:53:09 main:581] : INFO : Epoch 560 | loss: 0.0312139 | val_loss: 0.0312074 | Time: 2029.18 ms
[2020-12-21 08:53:11 main:581] : INFO : Epoch 561 | loss: 0.0312142 | val_loss: 0.0312072 | Time: 2043.37 ms
[2020-12-21 08:53:13 main:581] : INFO : Epoch 562 | loss: 0.0312147 | val_loss: 0.0312079 | Time: 2035.79 ms
[2020-12-21 08:53:15 main:581] : INFO : Epoch 563 | loss: 0.0312143 | val_loss: 0.0312075 | Time: 2044.26 ms
[2020-12-21 08:53:17 main:581] : INFO : Epoch 564 | loss: 0.0312139 | val_loss: 0.0312072 | Time: 2043.4 ms
[2020-12-21 08:53:19 main:581] : INFO : Epoch 565 | loss: 0.031214 | val_loss: 0.0312074 | Time: 2038.42 ms
[2020-12-21 08:53:21 main:581] : INFO : Epoch 566 | loss: 0.031214 | val_loss: 0.0312071 | Time: 2036.39 ms
[2020-12-21 08:53:23 main:581] : INFO : Epoch 567 | loss: 0.031214 | val_loss: 0.0312072 | Time: 2042.83 ms
[2020-12-21 08:53:25 main:581] : INFO : Epoch 568 | loss: 0.031214 | val_loss: 0.031207 | Time: 2035.02 ms
[2020-12-21 08:53:27 main:581] : INFO : Epoch 569 | loss: 0.031214 | val_loss: 0.0312071 | Time: 2044.2 ms
[2020-12-21 08:53:29 main:581] : INFO : Epoch 570 | loss: 0.031214 | val_loss: 0.0312072 | Time: 2045.63 ms
[2020-12-21 08:53:31 main:581] : INFO : Epoch 571 | loss: 0.0312141 | val_loss: 0.0312071 | Time: 2035 ms
[2020-12-21 08:53:33 main:581] : INFO : Epoch 572 | loss: 0.0312139 | val_loss: 0.0312072 | Time: 2041.74 ms
[2020-12-21 08:53:35 main:581] : INFO : Epoch 573 | loss: 0.0312141 | val_loss: 0.0312075 | Time: 2030.72 ms
[2020-12-21 08:53:37 main:581] : INFO : Epoch 574 | loss: 0.0312141 | val_loss: 0.0312075 | Time: 2042.96 ms
[2020-12-21 08:53:40 main:581] : INFO : Epoch 575 | loss: 0.0312141 | val_loss: 0.031207 | Time: 2034.94 ms
[2020-12-21 08:53:42 main:581] : INFO : Epoch 576 | loss: 0.0312137 | val_loss: 0.0312069 | Time: 2041.52 ms
[2020-12-21 08:53:44 main:581] : INFO : Epoch 577 | loss: 0.031214 | val_loss: 0.0312072 | Time: 2042.77 ms
[2020-12-21 08:53:46 main:581] : INFO : Epoch 578 | loss: 0.0312141 | val_loss: 0.0312079 | Time: 2041.01 ms
[2020-12-21 08:53:48 main:581] : INFO : Epoch 579 | loss: 0.0312149 | val_loss: 0.031207 | Time: 2049.57 ms
[2020-12-21 08:53:50 main:581] : INFO : Epoch 580 | loss: 0.031214 | val_loss: 0.0312069 | Time: 2042.64 ms
[2020-12-21 08:53:52 main:581] : INFO : Epoch 581 | loss: 0.0312137 | val_loss: 0.0312071 | Time: 2043.18 ms
[2020-12-21 08:53:54 main:581] : INFO : Epoch 582 | loss: 0.0312138 | val_loss: 0.0312077 | Time: 2041.49 ms
[2020-12-21 08:53:56 main:581] : INFO : Epoch 583 | loss: 0.0312138 | val_loss: 0.0312069 | Time: 2041.5 ms
[2020-12-21 08:53:58 main:581] : INFO : Epoch 584 | loss: 0.0312138 | val_loss: 0.0312073 | Time: 2032.22 ms
[2020-12-21 08:54:00 main:581] : INFO : Epoch 585 | loss: 0.0312139 | val_loss: 0.031207 | Time: 2038.45 ms
[2020-12-21 08:54:02 main:581] : INFO : Epoch 586 | loss: 0.0312138 | val_loss: 0.0312071 | Time: 2039.54 ms
[2020-12-21 08:54:04 main:581] : INFO : Epoch 587 | loss: 0.0312141 | val_loss: 0.0312071 | Time: 2041.09 ms
[2020-12-21 08:54:06 main:581] : INFO : Epoch 588 | loss: 0.0312139 | val_loss: 0.0312074 | Time: 2042.76 ms
[2020-12-21 08:54:08 main:581] : INFO : Epoch 589 | loss: 0.031214 | val_loss: 0.0312069 | Time: 2041.33 ms
[2020-12-21 08:54:10 main:581] : INFO : Epoch 590 | loss: 0.0312138 | val_loss: 0.0312068 | Time: 2032.34 ms
[2020-12-21 08:54:12 main:581] : INFO : Epoch 591 | loss: 0.0312138 | val_loss: 0.0312069 | Time: 2039.56 ms
[2020-12-21 08:54:14 main:581] : INFO : Epoch 592 | loss: 0.0312141 | val_loss: 0.0312078 | Time: 2040.26 ms
[2020-12-21 08:54:16 main:581] : INFO : Epoch 593 | loss: 0.0312142 | val_loss: 0.0312073 | Time: 2041.43 ms
[2020-12-21 08:54:18 main:581] : INFO : Epoch 594 | loss: 0.0312142 | val_loss: 0.031207 | Time: 2042.78 ms
[2020-12-21 08:54:20 main:581] : INFO : Epoch 595 | loss: 0.0312138 | val_loss: 0.0312067 | Time: 2042.6 ms
[2020-12-21 08:54:22 main:581] : INFO : Epoch 596 | loss: 0.0312141 | val_loss: 0.0312087 | Time: 2042.24 ms
[2020-12-21 08:54:24 main:581] : INFO : Epoch 597 | loss: 0.0312141 | val_loss: 0.0312068 | Time: 2041.42 ms
[2020-12-21 08:54:26 main:581] : INFO : Epoch 598 | loss: 0.0312138 | val_loss: 0.0312068 | Time: 2044.12 ms
[2020-12-21 08:54:28 main:581] : INFO : Epoch 599 | loss: 0.031214 | val_loss: 0.0312071 | Time: 2040.42 ms
[2020-12-21 08:54:31 main:581] : INFO : Epoch 600 | loss: 0.0312138 | val_loss: 0.0312069 | Time: 2042.66 ms
[2020-12-21 08:54:33 main:581] : INFO : Epoch 601 | loss: 0.031214 | val_loss: 0.0312074 | Time: 2040.5 ms
[2020-12-21 08:54:35 main:581] : INFO : Epoch 602 | loss: 0.0312138 | val_loss: 0.031207 | Time: 2035.15 ms
[2020-12-21 08:54:37 main:581] : INFO : Epoch 603 | loss: 0.0312137 | val_loss: 0.0312069 | Time: 2041.94 ms
[2020-12-21 08:54:39 main:581] : INFO : Epoch 604 | loss: 0.0312137 | val_loss: 0.0312073 | Time: 2042.03 ms
[2020-12-21 08:54:41 main:581] : INFO : Epoch 605 | loss: 0.031214 | val_loss: 0.0312069 | Time: 2038.31 ms
[2020-12-21 08:54:43 main:581] : INFO : Epoch 606 | loss: 0.0312137 | val_loss: 0.0312068 | Time: 2033.74 ms
[2020-12-21 08:54:45 main:581] : INFO : Epoch 607 | loss: 0.0312136 | val_loss: 0.0312071 | Time: 2043.15 ms
[2020-12-21 08:54:47 main:581] : INFO : Epoch 608 | loss: 0.0312138 | val_loss: 0.0312067 | Time: 2041.26 ms
[2020-12-21 08:54:49 main:581] : INFO : Epoch 609 | loss: 0.0312139 | val_loss: 0.0312084 | Time: 2042.12 ms
[2020-12-21 08:54:51 main:581] : INFO : Epoch 610 | loss: 0.0312142 | val_loss: 0.0312096 | Time: 2046.54 ms
[2020-12-21 08:54:53 main:581] : INFO : Epoch 611 | loss: 0.0312141 | val_loss: 0.0312069 | Time: 2044.58 ms
[2020-12-21 08:54:55 main:581] : INFO : Epoch 612 | loss: 0.0312138 | val_loss: 0.0312071 | Time: 2039.18 ms
[2020-12-21 08:54:57 main:581] : INFO : Epoch 613 | loss: 0.0312138 | val_loss: 0.0312068 | Time: 2045.85 ms
[2020-12-21 08:54:59 main:581] : INFO : Epoch 614 | loss: 0.0312137 | val_loss: 0.0312076 | Time: 2050.44 ms
[2020-12-21 08:55:01 main:581] : INFO : Epoch 615 | loss: 0.031214 | val_loss: 0.0312084 | Time: 2045.74 ms
[2020-12-21 08:55:03 main:581] : INFO : Epoch 616 | loss: 0.031214 | val_loss: 0.0312068 | Time: 2047.54 ms
[2020-12-21 08:55:05 main:581] : INFO : Epoch 617 | loss: 0.0312141 | val_loss: 0.031207 | Time: 2043.13 ms
[2020-12-21 08:55:07 main:581] : INFO : Epoch 618 | loss: 0.0312139 | val_loss: 0.0312074 | Time: 2042.55 ms
[2020-12-21 08:55:09 main:581] : INFO : Epoch 619 | loss: 0.0312139 | val_loss: 0.0312073 | Time: 2043.23 ms
[2020-12-21 08:55:11 main:581] : INFO : Epoch 620 | loss: 0.0312138 | val_loss: 0.0312068 | Time: 2033.69 ms
[2020-12-21 08:55:13 main:581] : INFO : Epoch 621 | loss: 0.0312141 | val_loss: 0.0312072 | Time: 2042.43 ms
[2020-12-21 08:55:15 main:581] : INFO : Epoch 622 | loss: 0.0312143 | val_loss: 0.0312075 | Time: 2041.28 ms
[2020-12-21 08:55:18 main:581] : INFO : Epoch 623 | loss: 0.031214 | val_loss: 0.0312069 | Time: 2040.66 ms
[2020-12-21 08:55:20 main:581] : INFO : Epoch 624 | loss: 0.0312141 | val_loss: 0.031208 | Time: 2044.03 ms
[2020-12-21 08:55:22 main:581] : INFO : Epoch 625 | loss: 0.0312141 | val_loss: 0.0312071 | Time: 2051.25 ms
[2020-12-21 08:55:24 main:581] : INFO : Epoch 626 | loss: 0.0312137 | val_loss: 0.0312069 | Time: 2042.92 ms
[2020-12-21 08:55:26 main:581] : INFO : Epoch 627 | loss: 0.0312136 | val_loss: 0.0312067 | Time: 2043.84 ms
[2020-12-21 08:55:28 main:581] : INFO : Epoch 628 | loss: 0.0312138 | val_loss: 0.0312066 | Time: 2042.67 ms
[2020-12-21 08:55:30 main:581] : INFO : Epoch 629 | loss: 0.0312136 | val_loss: 0.0312071 | Time: 2052.11 ms
[2020-12-21 08:55:32 main:581] : INFO : Epoch 630 | loss: 0.0312139 | val_loss: 0.0312071 | Time: 2042.02 ms
[2020-12-21 08:55:34 main:581] : INFO : Epoch 631 | loss: 0.0312143 | val_loss: 0.0312069 | Time: 2045.47 ms
[2020-12-21 08:55:36 main:581] : INFO : Epoch 632 | loss: 0.0312146 | val_loss: 0.0312068 | Time: 2043.96 ms
[2020-12-21 08:55:38 main:581] : INFO : Epoch 633 | loss: 0.0312136 | val_loss: 0.0312074 | Time: 2042.76 ms
[2020-12-21 08:55:40 main:581] : INFO : Epoch 634 | loss: 0.0312142 | val_loss: 0.0312068 | Time: 2042.79 ms
[2020-12-21 08:55:42 main:581] : INFO : Epoch 635 | loss: 0.0312139 | val_loss: 0.0312072 | Time: 2044.43 ms
[2020-12-21 08:55:44 main:581] : INFO : Epoch 636 | loss: 0.0312138 | val_loss: 0.0312068 | Time: 2037.8 ms
[2020-12-21 08:55:46 main:581] : INFO : Epoch 637 | loss: 0.031214 | val_loss: 0.031207 | Time: 2038.91 ms
[2020-12-21 08:55:48 main:581] : INFO : Epoch 638 | loss: 0.0312138 | val_loss: 0.0312078 | Time: 2044.01 ms
[2020-12-21 08:55:50 main:581] : INFO : Epoch 639 | loss: 0.031214 | val_loss: 0.0312067 | Time: 2041.37 ms
[2020-12-21 08:55:52 main:581] : INFO : Epoch 640 | loss: 0.0312138 | val_loss: 0.0312077 | Time: 2046.92 ms
[2020-12-21 08:55:54 main:581] : INFO : Epoch 641 | loss: 0.0312144 | val_loss: 0.0312076 | Time: 2051.75 ms
[2020-12-21 08:55:56 main:581] : INFO : Epoch 642 | loss: 0.031214 | val_loss: 0.0312073 | Time: 2046.23 ms
[2020-12-21 08:55:58 main:581] : INFO : Epoch 643 | loss: 0.0312139 | val_loss: 0.0312066 | Time: 2036.91 ms
[2020-12-21 08:56:00 main:581] : INFO : Epoch 644 | loss: 0.0312139 | val_loss: 0.0312068 | Time: 2045.45 ms
[2020-12-21 08:56:02 main:581] : INFO : Epoch 645 | loss: 0.0312138 | val_loss: 0.0312081 | Time: 2044.15 ms
[2020-12-21 08:56:05 main:581] : INFO : Epoch 646 | loss: 0.0312139 | val_loss: 0.0312066 | Time: 2037.54 ms
[2020-12-21 08:56:07 main:581] : INFO : Epoch 647 | loss: 0.0312139 | val_loss: 0.0312102 | Time: 2047.02 ms
[2020-12-21 08:56:09 main:581] : INFO : Epoch 648 | loss: 0.031214 | val_loss: 0.0312086 | Time: 2046.56 ms
[2020-12-21 08:56:11 main:581] : INFO : Epoch 649 | loss: 0.0312146 | val_loss: 0.0312069 | Time: 2044.03 ms
[2020-12-21 08:56:13 main:581] : INFO : Epoch 650 | loss: 0.0312136 | val_loss: 0.0312083 | Time: 2046.7 ms
[2020-12-21 08:56:15 main:581] : INFO : Epoch 651 | loss: 0.0312139 | val_loss: 0.0312066 | Time: 2051.2 ms
[2020-12-21 08:56:17 main:581] : INFO : Epoch 652 | loss: 0.0312138 | val_loss: 0.031207 | Time: 2043.68 ms
[2020-12-21 08:56:19 main:581] : INFO : Epoch 653 | loss: 0.0312138 | val_loss: 0.0312071 | Time: 2042.66 ms
[2020-12-21 08:56:21 main:581] : INFO : Epoch 654 | loss: 0.0312137 | val_loss: 0.0312067 | Time: 2040.57 ms
[2020-12-21 08:56:23 main:581] : INFO : Epoch 655 | loss: 0.0312137 | val_loss: 0.0312069 | Time: 2042.28 ms
[2020-12-21 08:56:25 main:581] : INFO : Epoch 656 | loss: 0.0312138 | val_loss: 0.0312067 | Time: 2042.43 ms
[2020-12-21 08:56:27 main:581] : INFO : Epoch 657 | loss: 0.0312138 | val_loss: 0.0312074 | Time: 2042.84 ms
[2020-12-21 08:56:29 main:581] : INFO : Epoch 658 | loss: 0.031215 | val_loss: 0.0312082 | Time: 2035.74 ms
[2020-12-21 08:56:31 main:581] : INFO : Epoch 659 | loss: 0.0312147 | val_loss: 0.0312078 | Time: 2042.46 ms
[2020-12-21 08:56:33 main:581] : INFO : Epoch 660 | loss: 0.0312145 | val_loss: 0.0312069 | Time: 2044.14 ms
[2020-12-21 08:56:35 main:581] : INFO : Epoch 661 | loss: 0.0312143 | val_loss: 0.0312071 | Time: 2051.69 ms
[2020-12-21 08:56:37 main:581] : INFO : Epoch 662 | loss: 0.0312136 | val_loss: 0.0312067 | Time: 2035.42 ms
[2020-12-21 08:56:39 main:581] : INFO : Epoch 663 | loss: 0.0312135 | val_loss: 0.0312071 | Time: 2046.86 ms
[2020-12-21 08:56:41 main:581] : INFO : Epoch 664 | loss: 0.0312136 | val_loss: 0.0312071 | Time: 2053.78 ms
[2020-12-21 08:56:43 main:581] : INFO : Epoch 665 | loss: 0.0312138 | val_loss: 0.0312074 | Time: 2043.92 ms
[2020-12-21 08:56:45 main:581] : INFO : Epoch 666 | loss: 0.0312141 | val_loss: 0.0312071 | Time: 2045.66 ms
[2020-12-21 08:56:47 main:581] : INFO : Epoch 667 | loss: 0.0312136 | val_loss: 0.0312065 | Time: 2043.96 ms
[2020-12-21 08:56:50 main:581] : INFO : Epoch 668 | loss: 0.0312136 | val_loss: 0.0312071 | Time: 2045.47 ms
[2020-12-21 08:56:52 main:581] : INFO : Epoch 669 | loss: 0.0312138 | val_loss: 0.0312068 | Time: 2041.28 ms
[2020-12-21 08:56:54 main:581] : INFO : Epoch 670 | loss: 0.0312138 | val_loss: 0.0312078 | Time: 2043.49 ms
[2020-12-21 08:56:56 main:581] : INFO : Epoch 671 | loss: 0.0312141 | val_loss: 0.0312067 | Time: 2043.15 ms
[2020-12-21 08:56:58 main:581] : INFO : Epoch 672 | loss: 0.0312154 | val_loss: 0.0312069 | Time: 2041.84 ms
[2020-12-21 08:57:00 main:581] : INFO : Epoch 673 | loss: 0.0312142 | val_loss: 0.0312066 | Time: 2043.47 ms
[2020-12-21 08:57:02 main:581] : INFO : Epoch 674 | loss: 0.0312135 | val_loss: 0.0312068 | Time: 2044.61 ms
[2020-12-21 08:57:04 main:581] : INFO : Epoch 675 | loss: 0.0312137 | val_loss: 0.0312067 | Time: 2044.06 ms
[2020-12-21 08:57:06 main:581] : INFO : Epoch 676 | loss: 0.0312139 | val_loss: 0.0312071 | Time: 2043.55 ms
[2020-12-21 08:57:08 main:581] : INFO : Epoch 677 | loss: 0.0312161 | val_loss: 0.0312073 | Time: 2042.91 ms
[2020-12-21 08:57:10 main:581] : INFO : Epoch 678 | loss: 0.0312148 | val_loss: 0.0312067 | Time: 2050.76 ms
[2020-12-21 08:57:12 main:581] : INFO : Epoch 679 | loss: 0.0312144 | val_loss: 0.0312082 | Time: 2043.5 ms
[2020-12-21 08:57:14 main:581] : INFO : Epoch 680 | loss: 0.031214 | val_loss: 0.0312068 | Time: 2040.57 ms
[2020-12-21 08:57:16 main:581] : INFO : Epoch 681 | loss: 0.031214 | val_loss: 0.031207 | Time: 2042.72 ms
[2020-12-21 08:57:18 main:581] : INFO : Epoch 682 | loss: 0.0312136 | val_loss: 0.0312066 | Time: 2045.78 ms
[2020-12-21 08:57:20 main:581] : INFO : Epoch 683 | loss: 0.0312142 | val_loss: 0.0312077 | Time: 2044.87 ms
[2020-12-21 08:57:22 main:581] : INFO : Epoch 684 | loss: 0.0312157 | val_loss: 0.0312067 | Time: 2044.93 ms
[2020-12-21 08:57:24 main:581] : INFO : Epoch 685 | loss: 0.0312143 | val_loss: 0.031207 | Time: 2042.87 ms
[2020-12-21 08:57:26 main:581] : INFO : Epoch 686 | loss: 0.0312137 | val_loss: 0.0312073 | Time: 2044.19 ms
[2020-12-21 08:57:28 main:581] : INFO : Epoch 687 | loss: 0.0312139 | val_loss: 0.0312072 | Time: 2045.69 ms
[2020-12-21 08:57:30 main:581] : INFO : Epoch 688 | loss: 0.031214 | val_loss: 0.0312073 | Time: 2043.33 ms
[2020-12-21 08:57:32 main:581] : INFO : Epoch 689 | loss: 0.0312139 | val_loss: 0.0312071 | Time: 2045.53 ms
[2020-12-21 08:57:34 main:581] : INFO : Epoch 690 | loss: 0.0312137 | val_loss: 0.0312071 | Time: 2040.76 ms
[2020-12-21 08:57:37 main:581] : INFO : Epoch 691 | loss: 0.0312145 | val_loss: 0.0312066 | Time: 2039.8 ms
[2020-12-21 08:57:39 main:581] : INFO : Epoch 692 | loss: 0.031214 | val_loss: 0.0312067 | Time: 2043.54 ms
[2020-12-21 08:57:41 main:581] : INFO : Epoch 693 | loss: 0.0312141 | val_loss: 0.0312094 | Time: 2042.17 ms
[2020-12-21 08:57:43 main:581] : INFO : Epoch 694 | loss: 0.0312151 | val_loss: 0.0312084 | Time: 2043.31 ms
[2020-12-21 08:57:45 main:581] : INFO : Epoch 695 | loss: 0.0312155 | val_loss: 0.0312071 | Time: 2037.64 ms
[2020-12-21 08:57:47 main:581] : INFO : Epoch 696 | loss: 0.0312135 | val_loss: 0.0312069 | Time: 2044.33 ms
[2020-12-21 08:57:49 main:581] : INFO : Epoch 697 | loss: 0.0312155 | val_loss: 0.0312095 | Time: 2041.77 ms
[2020-12-21 08:57:51 main:581] : INFO : Epoch 698 | loss: 0.031214 | val_loss: 0.0312066 | Time: 2040.35 ms
[2020-12-21 08:57:53 main:581] : INFO : Epoch 699 | loss: 0.0312137 | val_loss: 0.0312071 | Time: 2048.62 ms
[2020-12-21 08:57:55 main:581] : INFO : Epoch 700 | loss: 0.0312134 | val_loss: 0.0312066 | Time: 2050.78 ms
[2020-12-21 08:57:57 main:581] : INFO : Epoch 701 | loss: 0.0312134 | val_loss: 0.0312065 | Time: 2047.37 ms
[2020-12-21 08:57:59 main:581] : INFO : Epoch 702 | loss: 0.0312144 | val_loss: 0.0312073 | Time: 2040.58 ms
[2020-12-21 08:58:01 main:581] : INFO : Epoch 703 | loss: 0.031214 | val_loss: 0.031208 | Time: 2050.79 ms
[2020-12-21 08:58:03 main:581] : INFO : Epoch 704 | loss: 0.0312138 | val_loss: 0.0312067 | Time: 2043 ms
[2020-12-21 08:58:05 main:581] : INFO : Epoch 705 | loss: 0.0312143 | val_loss: 0.0312081 | Time: 2045.49 ms
[2020-12-21 08:58:07 main:581] : INFO : Epoch 706 | loss: 0.031216 | val_loss: 0.0312079 | Time: 2043.76 ms
[2020-12-21 08:58:09 main:581] : INFO : Epoch 707 | loss: 0.0312159 | val_loss: 0.03121 | Time: 2034.4 ms
[2020-12-21 08:58:11 main:581] : INFO : Epoch 708 | loss: 0.0312152 | val_loss: 0.0312084 | Time: 2044.1 ms
[2020-12-21 08:58:13 main:581] : INFO : Epoch 709 | loss: 0.0312144 | val_loss: 0.0312114 | Time: 2050.5 ms
[2020-12-21 08:58:15 main:581] : INFO : Epoch 710 | loss: 0.0312149 | val_loss: 0.0312066 | Time: 2044.59 ms
[2020-12-21 08:58:17 main:581] : INFO : Epoch 711 | loss: 0.031215 | val_loss: 0.0312083 | Time: 2043.27 ms
[2020-12-21 08:58:19 main:581] : INFO : Epoch 712 | loss: 0.0312146 | val_loss: 0.0312088 | Time: 2043.1 ms
[2020-12-21 08:58:21 main:581] : INFO : Epoch 713 | loss: 0.0312153 | val_loss: 0.0312068 | Time: 2049.89 ms
[2020-12-21 08:58:24 main:581] : INFO : Epoch 714 | loss: 0.0312138 | val_loss: 0.031207 | Time: 2043.39 ms
[2020-12-21 08:58:26 main:581] : INFO : Epoch 715 | loss: 0.0312145 | val_loss: 0.0312067 | Time: 2044.84 ms
[2020-12-21 08:58:28 main:581] : INFO : Epoch 716 | loss: 0.0312164 | val_loss: 0.0312072 | Time: 2042.36 ms
[2020-12-21 08:58:30 main:581] : INFO : Epoch 717 | loss: 0.0312146 | val_loss: 0.0312074 | Time: 2045.33 ms
[2020-12-21 08:58:32 main:581] : INFO : Epoch 718 | loss: 0.031214 | val_loss: 0.0312068 | Time: 2045.97 ms
[2020-12-21 08:58:34 main:581] : INFO : Epoch 719 | loss: 0.0312145 | val_loss: 0.0312092 | Time: 2041.79 ms
[2020-12-21 08:58:36 main:581] : INFO : Epoch 720 | loss: 0.031214 | val_loss: 0.0312067 | Time: 2043.78 ms
[2020-12-21 08:58:38 main:581] : INFO : Epoch 721 | loss: 0.0312142 | val_loss: 0.0312102 | Time: 2045.59 ms
[2020-12-21 08:58:40 main:581] : INFO : Epoch 722 | loss: 0.031214 | val_loss: 0.0312066 | Time: 2041.23 ms
[2020-12-21 08:58:42 main:581] : INFO : Epoch 723 | loss: 0.0312141 | val_loss: 0.0312069 | Time: 2041.31 ms
[2020-12-21 08:58:44 main:581] : INFO : Epoch 724 | loss: 0.0312143 | val_loss: 0.0312086 | Time: 2038.42 ms
[2020-12-21 08:58:46 main:581] : INFO : Epoch 725 | loss: 0.0312145 | val_loss: 0.0312087 | Time: 2051.39 ms
[2020-12-21 08:58:48 main:581] : INFO : Epoch 726 | loss: 0.0312145 | val_loss: 0.0312066 | Time: 2043.5 ms
[2020-12-21 08:58:50 main:581] : INFO : Epoch 727 | loss: 0.0312137 | val_loss: 0.0312076 | Time: 2041.84 ms
[2020-12-21 08:58:52 main:581] : INFO : Epoch 728 | loss: 0.0312143 | val_loss: 0.0312091 | Time: 2043.75 ms
[2020-12-21 08:58:54 main:581] : INFO : Epoch 729 | loss: 0.0312144 | val_loss: 0.0312069 | Time: 2043.33 ms
[2020-12-21 08:58:56 main:581] : INFO : Epoch 730 | loss: 0.0312149 | val_loss: 0.0312068 | Time: 2046.08 ms
[2020-12-21 08:58:58 main:581] : INFO : Epoch 731 | loss: 0.031214 | val_loss: 0.0312073 | Time: 2042.47 ms
[2020-12-21 08:59:00 main:581] : INFO : Epoch 732 | loss: 0.0312134 | val_loss: 0.0312067 | Time: 2043.7 ms
[2020-12-21 08:59:02 main:581] : INFO : Epoch 733 | loss: 0.0312147 | val_loss: 0.0312075 | Time: 2046.82 ms
[2020-12-21 08:59:04 main:581] : INFO : Epoch 734 | loss: 0.0312139 | val_loss: 0.0312066 | Time: 2047.44 ms
[2020-12-21 08:59:06 main:581] : INFO : Epoch 735 | loss: 0.0312142 | val_loss: 0.0312075 | Time: 2043.44 ms
[2020-12-21 08:59:09 main:581] : INFO : Epoch 736 | loss: 0.0312139 | val_loss: 0.0312064 | Time: 2045.02 ms
[2020-12-21 08:59:11 main:581] : INFO : Epoch 737 | loss: 0.0312144 | val_loss: 0.0312072 | Time: 2039.56 ms
[2020-12-21 08:59:13 main:581] : INFO : Epoch 738 | loss: 0.0312142 | val_loss: 0.0312079 | Time: 2054.57 ms
[2020-12-21 08:59:15 main:581] : INFO : Epoch 739 | loss: 0.0312147 | val_loss: 0.0312076 | Time: 2050.88 ms
[2020-12-21 08:59:17 main:581] : INFO : Epoch 740 | loss: 0.0312145 | val_loss: 0.0312069 | Time: 2048.28 ms
[2020-12-21 08:59:19 main:581] : INFO : Epoch 741 | loss: 0.0312136 | val_loss: 0.0312066 | Time: 2045.2 ms
[2020-12-21 08:59:21 main:581] : INFO : Epoch 742 | loss: 0.0312139 | val_loss: 0.0312075 | Time: 2044.87 ms
[2020-12-21 08:59:23 main:581] : INFO : Epoch 743 | loss: 0.0312144 | val_loss: 0.031209 | Time: 2056.09 ms
[2020-12-21 08:59:25 main:581] : INFO : Epoch 744 | loss: 0.0312149 | val_loss: 0.0312091 | Time: 2053.87 ms
[2020-12-21 08:59:27 main:581] : INFO : Epoch 745 | loss: 0.0312147 | val_loss: 0.0312081 | Time: 2034.59 ms
[2020-12-21 08:59:29 main:581] : INFO : Epoch 746 | loss: 0.0312153 | val_loss: 0.0312107 | Time: 2041.89 ms
[2020-12-21 08:59:31 main:581] : INFO : Epoch 747 | loss: 0.0312144 | val_loss: 0.0312076 | Time: 2043.62 ms
[2020-12-21 08:59:33 main:581] : INFO : Epoch 748 | loss: 0.0312151 | val_loss: 0.0312072 | Time: 2036.21 ms
[2020-12-21 08:59:35 main:581] : INFO : Epoch 749 | loss: 0.0312139 | val_loss: 0.0312067 | Time: 2038.43 ms
[2020-12-21 08:59:37 main:581] : INFO : Epoch 750 | loss: 0.0312137 | val_loss: 0.0312068 | Time: 2018.52 ms
[2020-12-21 08:59:39 main:581] : INFO : Epoch 751 | loss: 0.0312144 | val_loss: 0.0312104 | Time: 2045.84 ms
[2020-12-21 08:59:41 main:581] : INFO : Epoch 752 | loss: 0.0312149 | val_loss: 0.0312068 | Time: 2047.37 ms
[2020-12-21 08:59:43 main:581] : INFO : Epoch 753 | loss: 0.0312142 | val_loss: 0.0312071 | Time: 2046.03 ms
[2020-12-21 08:59:45 main:581] : INFO : Epoch 754 | loss: 0.0312139 | val_loss: 0.0312066 | Time: 2044.48 ms
[2020-12-21 08:59:47 main:581] : INFO : Epoch 755 | loss: 0.031214 | val_loss: 0.0312076 | Time: 2051.92 ms
[2020-12-21 08:59:49 main:581] : INFO : Epoch 756 | loss: 0.0312157 | val_loss: 0.0312076 | Time: 2043.93 ms
[2020-12-21 08:59:51 main:581] : INFO : Epoch 757 | loss: 0.0312147 | val_loss: 0.0312065 | Time: 2044.28 ms
[2020-12-21 08:59:53 main:581] : INFO : Epoch 758 | loss: 0.0312138 | val_loss: 0.0312072 | Time: 2040.89 ms
[2020-12-21 08:59:56 main:581] : INFO : Epoch 759 | loss: 0.0312145 | val_loss: 0.0312089 | Time: 2044.49 ms
[2020-12-21 08:59:58 main:581] : INFO : Epoch 760 | loss: 0.0312144 | val_loss: 0.0312068 | Time: 2038.23 ms
[2020-12-21 09:00:00 main:581] : INFO : Epoch 761 | loss: 0.0312139 | val_loss: 0.0312076 | Time: 2042.87 ms
[2020-12-21 09:00:02 main:581] : INFO : Epoch 762 | loss: 0.0312148 | val_loss: 0.0312094 | Time: 2040.65 ms
[2020-12-21 09:00:04 main:581] : INFO : Epoch 763 | loss: 0.0312147 | val_loss: 0.0312067 | Time: 2034.57 ms
[2020-12-21 09:00:06 main:581] : INFO : Epoch 764 | loss: 0.0312139 | val_loss: 0.0312069 | Time: 1991.88 ms
[2020-12-21 09:00:08 main:581] : INFO : Epoch 765 | loss: 0.0312143 | val_loss: 0.0312087 | Time: 2023.67 ms
[2020-12-21 09:00:10 main:581] : INFO : Epoch 766 | loss: 0.0312141 | val_loss: 0.031208 | Time: 2043.76 ms
[2020-12-21 09:00:12 main:581] : INFO : Epoch 767 | loss: 0.0312151 | val_loss: 0.0312077 | Time: 2044.55 ms
[2020-12-21 09:00:14 main:581] : INFO : Epoch 768 | loss: 0.0312155 | val_loss: 0.0312091 | Time: 2043.14 ms
[2020-12-21 09:00:16 main:581] : INFO : Epoch 769 | loss: 0.0312152 | val_loss: 0.0312094 | Time: 2055.77 ms
[2020-12-21 09:00:18 main:581] : INFO : Epoch 770 | loss: 0.0312144 | val_loss: 0.0312074 | Time: 2045.63 ms
[2020-12-21 09:00:20 main:581] : INFO : Epoch 771 | loss: 0.031215 | val_loss: 0.0312113 | Time: 2045.7 ms
[2020-12-21 09:00:22 main:581] : INFO : Epoch 772 | loss: 0.0312153 | val_loss: 0.0312096 | Time: 2043.31 ms
[2020-12-21 09:00:24 main:581] : INFO : Epoch 773 | loss: 0.0312147 | val_loss: 0.0312086 | Time: 2045.7 ms
[2020-12-21 09:00:26 main:581] : INFO : Epoch 774 | loss: 0.0312159 | val_loss: 0.0312098 | Time: 2041.93 ms
[2020-12-21 09:00:28 main:581] : INFO : Epoch 775 | loss: 0.0312165 | val_loss: 0.0312088 | Time: 2044.19 ms
[2020-12-21 09:00:30 main:581] : INFO : Epoch 776 | loss: 0.0312154 | val_loss: 0.0312084 | Time: 2049.82 ms
[2020-12-21 09:00:32 main:581] : INFO : Epoch 777 | loss: 0.0312147 | val_loss: 0.0312068 | Time: 2047.94 ms
[2020-12-21 09:00:34 main:581] : INFO : Epoch 778 | loss: 0.0312148 | val_loss: 0.0312068 | Time: 2044.1 ms
[2020-12-21 09:00:36 main:581] : INFO : Epoch 779 | loss: 0.0312156 | val_loss: 0.0312066 | Time: 2049.67 ms
[2020-12-21 09:00:38 main:581] : INFO : Epoch 780 | loss: 0.031214 | val_loss: 0.0312074 | Time: 2047.02 ms
[2020-12-21 09:00:40 main:581] : INFO : Epoch 781 | loss: 0.0312144 | val_loss: 0.0312087 | Time: 2045.31 ms
[2020-12-21 09:00:42 main:581] : INFO : Epoch 782 | loss: 0.031215 | val_loss: 0.0312066 | Time: 2047.44 ms
[2020-12-21 09:00:45 main:581] : INFO : Epoch 783 | loss: 0.0312154 | val_loss: 0.0312145 | Time: 2051.07 ms
[2020-12-21 09:00:47 main:581] : INFO : Epoch 784 | loss: 0.0312178 | val_loss: 0.0312072 | Time: 2050.96 ms
[2020-12-21 09:00:49 main:581] : INFO : Epoch 785 | loss: 0.031215 | val_loss: 0.031208 | Time: 2045.42 ms
[2020-12-21 09:00:51 main:581] : INFO : Epoch 786 | loss: 0.0312153 | val_loss: 0.0312071 | Time: 2052.7 ms
[2020-12-21 09:00:53 main:581] : INFO : Epoch 787 | loss: 0.0312146 | val_loss: 0.0312068 | Time: 2047.06 ms
[2020-12-21 09:00:55 main:581] : INFO : Epoch 788 | loss: 0.0312143 | val_loss: 0.0312067 | Time: 2042.79 ms
[2020-12-21 09:00:57 main:581] : INFO : Epoch 789 | loss: 0.0312139 | val_loss: 0.031207 | Time: 1966.34 ms
[2020-12-21 09:00:59 main:581] : INFO : Epoch 790 | loss: 0.0312157 | val_loss: 0.0312065 | Time: 2031.38 ms
[2020-12-21 09:01:01 main:581] : INFO : Epoch 791 | loss: 0.0312175 | val_loss: 0.0312116 | Time: 2042.23 ms
[2020-12-21 09:01:03 main:581] : INFO : Epoch 792 | loss: 0.0312199 | val_loss: 0.0312136 | Time: 2029.99 ms
[2020-12-21 09:01:05 main:581] : INFO : Epoch 793 | loss: 0.0312186 | val_loss: 0.0312127 | Time: 2033.29 ms
[2020-12-21 09:01:07 main:581] : INFO : Epoch 794 | loss: 0.0312172 | val_loss: 0.0312069 | Time: 2022.05 ms
[2020-12-21 09:01:09 main:581] : INFO : Epoch 795 | loss: 0.0312153 | val_loss: 0.0312089 | Time: 2034.14 ms
[2020-12-21 09:01:11 main:581] : INFO : Epoch 796 | loss: 0.0312154 | val_loss: 0.0312079 | Time: 2042.73 ms
[2020-12-21 09:01:13 main:581] : INFO : Epoch 797 | loss: 0.0312159 | val_loss: 0.0312144 | Time: 2042.06 ms
[2020-12-21 09:01:15 main:581] : INFO : Epoch 798 | loss: 0.0312175 | val_loss: 0.0312082 | Time: 2029.84 ms
[2020-12-21 09:01:17 main:581] : INFO : Epoch 799 | loss: 0.0312139 | val_loss: 0.0312072 | Time: 2026.96 ms
[2020-12-21 09:01:19 main:581] : INFO : Epoch 800 | loss: 0.0312141 | val_loss: 0.0312086 | Time: 2037.48 ms
[2020-12-21 09:01:21 main:581] : INFO : Epoch 801 | loss: 0.0312157 | val_loss: 0.0312071 | Time: 2045.36 ms
[2020-12-21 09:01:23 main:581] : INFO : Epoch 802 | loss: 0.0312157 | val_loss: 0.031208 | Time: 2047.73 ms
[2020-12-21 09:01:25 main:581] : INFO : Epoch 803 | loss: 0.0312149 | val_loss: 0.0312069 | Time: 2044.28 ms
[2020-12-21 09:01:27 main:581] : INFO : Epoch 804 | loss: 0.031216 | val_loss: 0.0312072 | Time: 2055.01 ms
[2020-12-21 09:01:29 main:581] : INFO : Epoch 805 | loss: 0.0312157 | val_loss: 0.0312095 | Time: 2049.02 ms
[2020-12-21 09:01:31 main:581] : INFO : Epoch 806 | loss: 0.0312158 | val_loss: 0.0312091 | Time: 2043.05 ms
[2020-12-21 09:01:33 main:581] : INFO : Epoch 807 | loss: 0.0312149 | val_loss: 0.0312073 | Time: 2042.5 ms
[2020-12-21 09:01:36 main:581] : INFO : Epoch 808 | loss: 0.0312143 | val_loss: 0.0312065 | Time: 2042.96 ms
[2020-12-21 09:01:38 main:581] : INFO : Epoch 809 | loss: 0.0312146 | val_loss: 0.0312096 | Time: 2034.17 ms
[2020-12-21 09:01:40 main:581] : INFO : Epoch 810 | loss: 0.0312156 | val_loss: 0.0312084 | Time: 2024.49 ms
[2020-12-21 09:01:42 main:581] : INFO : Epoch 811 | loss: 0.0312152 | val_loss: 0.0312069 | Time: 2046.46 ms
[2020-12-21 09:01:44 main:581] : INFO : Epoch 812 | loss: 0.0312137 | val_loss: 0.0312106 | Time: 2042.99 ms
[2020-12-21 09:01:46 main:581] : INFO : Epoch 813 | loss: 0.0312149 | val_loss: 0.0312071 | Time: 2035.36 ms
[2020-12-21 09:01:48 main:581] : INFO : Epoch 814 | loss: 0.0312153 | val_loss: 0.0312081 | Time: 2047.57 ms
[2020-12-21 09:01:50 main:581] : INFO : Epoch 815 | loss: 0.0312151 | val_loss: 0.0312067 | Time: 2048.19 ms
[2020-12-21 09:01:52 main:581] : INFO : Epoch 816 | loss: 0.0312153 | val_loss: 0.0312097 | Time: 2047.58 ms
[2020-12-21 09:01:54 main:581] : INFO : Epoch 817 | loss: 0.0312141 | val_loss: 0.0312067 | Time: 2036.23 ms
[2020-12-21 09:01:56 main:581] : INFO : Epoch 818 | loss: 0.0312138 | val_loss: 0.0312082 | Time: 2026.82 ms
[2020-12-21 09:01:58 main:581] : INFO : Epoch 819 | loss: 0.0312158 | val_loss: 0.0312081 | Time: 2033.14 ms
[2020-12-21 09:02:00 main:581] : INFO : Epoch 820 | loss: 0.0312144 | val_loss: 0.0312068 | Time: 2046.11 ms
[2020-12-21 09:02:02 main:581] : INFO : Epoch 821 | loss: 0.0312135 | val_loss: 0.0312071 | Time: 2045.18 ms
[2020-12-21 09:02:04 main:581] : INFO : Epoch 822 | loss: 0.0312152 | val_loss: 0.0312064 | Time: 2047.83 ms
[2020-12-21 09:02:06 main:581] : INFO : Epoch 823 | loss: 0.0312142 | val_loss: 0.031207 | Time: 2043.26 ms
[2020-12-21 09:02:08 main:581] : INFO : Epoch 824 | loss: 0.0312151 | val_loss: 0.0312086 | Time: 2043.2 ms
[2020-12-21 09:02:10 main:581] : INFO : Epoch 825 | loss: 0.031214 | val_loss: 0.0312067 | Time: 2045.21 ms
[2020-12-21 09:02:12 main:581] : INFO : Epoch 826 | loss: 0.031214 | val_loss: 0.0312068 | Time: 2037.65 ms
[2020-12-21 09:02:14 main:581] : INFO : Epoch 827 | loss: 0.0312147 | val_loss: 0.0312074 | Time: 2045.57 ms
[2020-12-21 09:02:16 main:581] : INFO : Epoch 828 | loss: 0.0312163 | val_loss: 0.0312077 | Time: 2043.91 ms
[2020-12-21 09:02:18 main:581] : INFO : Epoch 829 | loss: 0.0312153 | val_loss: 0.0312078 | Time: 2053.16 ms
[2020-12-21 09:02:20 main:581] : INFO : Epoch 830 | loss: 0.0312146 | val_loss: 0.0312071 | Time: 2050.42 ms
[2020-12-21 09:02:22 main:581] : INFO : Epoch 831 | loss: 0.0312155 | val_loss: 0.0312098 | Time: 2049.73 ms
[2020-12-21 09:02:24 main:581] : INFO : Epoch 832 | loss: 0.0312151 | val_loss: 0.0312075 | Time: 2004.42 ms
[2020-12-21 09:02:27 main:581] : INFO : Epoch 833 | loss: 0.0312145 | val_loss: 0.0312078 | Time: 2045.04 ms
[2020-12-21 09:02:29 main:581] : INFO : Epoch 834 | loss: 0.031215 | val_loss: 0.0312088 | Time: 2039.73 ms
[2020-12-21 09:02:31 main:581] : INFO : Epoch 835 | loss: 0.0312157 | val_loss: 0.0312088 | Time: 2034.5 ms
[2020-12-21 09:02:33 main:581] : INFO : Epoch 836 | loss: 0.0312159 | val_loss: 0.0312116 | Time: 2039.49 ms
[2020-12-21 09:02:35 main:581] : INFO : Epoch 837 | loss: 0.0312158 | val_loss: 0.0312075 | Time: 2038.4 ms
[2020-12-21 09:02:37 main:581] : INFO : Epoch 838 | loss: 0.0312151 | val_loss: 0.0312086 | Time: 2036.05 ms
[2020-12-21 09:02:39 main:581] : INFO : Epoch 839 | loss: 0.0312156 | val_loss: 0.03121 | Time: 2038.09 ms
[2020-12-21 09:02:41 main:581] : INFO : Epoch 840 | loss: 0.0312154 | val_loss: 0.0312097 | Time: 2032.67 ms
[2020-12-21 09:02:43 main:581] : INFO : Epoch 841 | loss: 0.0312143 | val_loss: 0.0312072 | Time: 2030.87 ms
[2020-12-21 09:02:45 main:581] : INFO : Epoch 842 | loss: 0.0312146 | val_loss: 0.0312083 | Time: 2045.89 ms
[2020-12-21 09:02:47 main:581] : INFO : Epoch 843 | loss: 0.0312142 | val_loss: 0.0312073 | Time: 2046.62 ms
[2020-12-21 09:02:49 main:581] : INFO : Epoch 844 | loss: 0.0312151 | val_loss: 0.0312076 | Time: 2044.88 ms
[2020-12-21 09:02:51 main:581] : INFO : Epoch 845 | loss: 0.0312156 | val_loss: 0.0312084 | Time: 2044.08 ms
[2020-12-21 09:02:53 main:581] : INFO : Epoch 846 | loss: 0.031217 | val_loss: 0.0312127 | Time: 2028.09 ms
[2020-12-21 09:02:55 main:581] : INFO : Epoch 847 | loss: 0.0312168 | val_loss: 0.031207 | Time: 2049.03 ms
[2020-12-21 09:02:57 main:581] : INFO : Epoch 848 | loss: 0.0312153 | val_loss: 0.0312132 | Time: 2033.85 ms
[2020-12-21 09:02:59 main:581] : INFO : Epoch 849 | loss: 0.0312162 | val_loss: 0.0312067 | Time: 2041.88 ms
[2020-12-21 09:03:01 main:581] : INFO : Epoch 850 | loss: 0.0312146 | val_loss: 0.0312109 | Time: 2040.43 ms
[2020-12-21 09:03:03 main:581] : INFO : Epoch 851 | loss: 0.0312146 | val_loss: 0.0312093 | Time: 2056.41 ms
[2020-12-21 09:03:05 main:581] : INFO : Epoch 852 | loss: 0.0312148 | val_loss: 0.0312071 | Time: 2056.67 ms
[2020-12-21 09:03:07 main:581] : INFO : Epoch 853 | loss: 0.0312139 | val_loss: 0.0312072 | Time: 2057.46 ms
[2020-12-21 09:03:09 main:581] : INFO : Epoch 854 | loss: 0.0312139 | val_loss: 0.031207 | Time: 2050.3 ms
[2020-12-21 09:03:11 main:581] : INFO : Epoch 855 | loss: 0.0312141 | val_loss: 0.0312064 | Time: 2051.91 ms
[2020-12-21 09:03:14 main:581] : INFO : Epoch 856 | loss: 0.0312152 | val_loss: 0.0312074 | Time: 2059.39 ms
[2020-12-21 09:03:16 main:581] : INFO : Epoch 857 | loss: 0.0312155 | val_loss: 0.031209 | Time: 2047.66 ms
[2020-12-21 09:03:18 main:581] : INFO : Epoch 858 | loss: 0.0312145 | val_loss: 0.0312066 | Time: 2040.66 ms
[2020-12-21 09:03:20 main:581] : INFO : Epoch 859 | loss: 0.0312146 | val_loss: 0.0312101 | Time: 2049.52 ms
[2020-12-21 09:03:22 main:581] : INFO : Epoch 860 | loss: 0.031215 | val_loss: 0.0312076 | Time: 2047.52 ms
[2020-12-21 09:03:24 main:581] : INFO : Epoch 861 | loss: 0.0312143 | val_loss: 0.0312071 | Time: 2049.38 ms
[2020-12-21 09:03:26 main:581] : INFO : Epoch 862 | loss: 0.0312147 | val_loss: 0.0312101 | Time: 2046.19 ms
[2020-12-21 09:03:28 main:581] : INFO : Epoch 863 | loss: 0.0312146 | val_loss: 0.031208 | Time: 2045.48 ms
[2020-12-21 09:03:30 main:581] : INFO : Epoch 864 | loss: 0.0312146 | val_loss: 0.0312077 | Time: 2059.85 ms
[2020-12-21 09:03:32 main:581] : INFO : Epoch 865 | loss: 0.031214 | val_loss: 0.0312071 | Time: 2054.39 ms
[2020-12-21 09:03:34 main:581] : INFO : Epoch 866 | loss: 0.0312138 | val_loss: 0.0312066 | Time: 2054.08 ms
[2020-12-21 09:03:36 main:581] : INFO : Epoch 867 | loss: 0.0312156 | val_loss: 0.031207 | Time: 2044.56 ms
[2020-12-21 09:03:38 main:581] : INFO : Epoch 868 | loss: 0.031216 | val_loss: 0.031207 | Time: 2045.26 ms
[2020-12-21 09:03:40 main:581] : INFO : Epoch 869 | loss: 0.0312143 | val_loss: 0.0312088 | Time: 2053.49 ms
[2020-12-21 09:03:42 main:581] : INFO : Epoch 870 | loss: 0.0312142 | val_loss: 0.0312082 | Time: 2056.92 ms
[2020-12-21 09:03:44 main:581] : INFO : Epoch 871 | loss: 0.031215 | val_loss: 0.0312071 | Time: 2050.44 ms
[2020-12-21 09:03:46 main:581] : INFO : Epoch 872 | loss: 0.0312153 | val_loss: 0.0312095 | Time: 2029.65 ms
[2020-12-21 09:03:48 main:581] : INFO : Epoch 873 | loss: 0.0312145 | val_loss: 0.0312083 | Time: 2028.73 ms
[2020-12-21 09:03:50 main:581] : INFO : Epoch 874 | loss: 0.0312143 | val_loss: 0.0312064 | Time: 2030.52 ms
[2020-12-21 09:03:52 main:581] : INFO : Epoch 875 | loss: 0.0312148 | val_loss: 0.0312067 | Time: 2035.73 ms
[2020-12-21 09:03:54 main:581] : INFO : Epoch 876 | loss: 0.031214 | val_loss: 0.0312068 | Time: 2040.75 ms
[2020-12-21 09:03:56 main:581] : INFO : Epoch 877 | loss: 0.0312145 | val_loss: 0.031208 | Time: 2037.52 ms
[2020-12-21 09:03:59 main:581] : INFO : Epoch 878 | loss: 0.0312172 | val_loss: 0.0312077 | Time: 2026.19 ms
[2020-12-21 09:04:01 main:581] : INFO : Epoch 879 | loss: 0.031217 | val_loss: 0.0312095 | Time: 2040.25 ms
[2020-12-21 09:04:03 main:581] : INFO : Epoch 880 | loss: 0.031218 | val_loss: 0.0312084 | Time: 2038.57 ms
[2020-12-21 09:04:05 main:581] : INFO : Epoch 881 | loss: 0.0312174 | val_loss: 0.0312079 | Time: 2040.44 ms
[2020-12-21 09:04:07 main:581] : INFO : Epoch 882 | loss: 0.0312155 | val_loss: 0.0312081 | Time: 2035.73 ms
[2020-12-21 09:04:09 main:581] : INFO : Epoch 883 | loss: 0.0312147 | val_loss: 0.0312066 | Time: 2030.06 ms
[2020-12-21 09:04:11 main:581] : INFO : Epoch 884 | loss: 0.0312143 | val_loss: 0.0312089 | Time: 2031.06 ms
[2020-12-21 09:04:13 main:581] : INFO : Epoch 885 | loss: 0.031217 | val_loss: 0.0312087 | Time: 2044.5 ms
[2020-12-21 09:04:15 main:581] : INFO : Epoch 886 | loss: 0.0312153 | val_loss: 0.0312066 | Time: 2043.97 ms
[2020-12-21 09:04:17 main:581] : INFO : Epoch 887 | loss: 0.031215 | val_loss: 0.0312095 | Time: 2049.67 ms
[2020-12-21 09:04:19 main:581] : INFO : Epoch 888 | loss: 0.0312151 | val_loss: 0.031208 | Time: 2046.75 ms
[2020-12-21 09:04:21 main:581] : INFO : Epoch 889 | loss: 0.0312145 | val_loss: 0.0312082 | Time: 2037.74 ms
[2020-12-21 09:04:23 main:581] : INFO : Epoch 890 | loss: 0.0312149 | val_loss: 0.0312067 | Time: 2033.43 ms
[2020-12-21 09:04:25 main:581] : INFO : Epoch 891 | loss: 0.0312153 | val_loss: 0.0312091 | Time: 2042.11 ms
[2020-12-21 09:04:27 main:581] : INFO : Epoch 892 | loss: 0.0312146 | val_loss: 0.031209 | Time: 1980.04 ms
[2020-12-21 09:04:29 main:581] : INFO : Epoch 893 | loss: 0.0312149 | val_loss: 0.0312075 | Time: 1990.02 ms
[2020-12-21 09:04:31 main:581] : INFO : Epoch 894 | loss: 0.0312144 | val_loss: 0.0312072 | Time: 2035.58 ms
[2020-12-21 09:04:33 main:581] : INFO : Epoch 895 | loss: 0.0312138 | val_loss: 0.0312067 | Time: 2032.33 ms
[2020-12-21 09:04:35 main:581] : INFO : Epoch 896 | loss: 0.0312142 | val_loss: 0.0312068 | Time: 2038.04 ms
[2020-12-21 09:04:37 main:581] : INFO : Epoch 897 | loss: 0.0312144 | val_loss: 0.0312065 | Time: 2037.71 ms
[2020-12-21 09:04:39 main:581] : INFO : Epoch 898 | loss: 0.0312144 | val_loss: 0.0312068 | Time: 2015.74 ms
[2020-12-21 09:04:41 main:581] : INFO : Epoch 899 | loss: 0.031215 | val_loss: 0.0312089 | Time: 1978.05 ms
[2020-12-21 09:04:43 main:581] : INFO : Epoch 900 | loss: 0.0312159 | val_loss: 0.03121 | Time: 1981.06 ms
[2020-12-21 09:04:45 main:581] : INFO : Epoch 901 | loss: 0.0312161 | val_loss: 0.0312068 | Time: 2036.77 ms
[2020-12-21 09:04:47 main:581] : INFO : Epoch 902 | loss: 0.0312153 | val_loss: 0.0312084 | Time: 2032.23 ms
[2020-12-21 09:04:49 main:581] : INFO : Epoch 903 | loss: 0.0312154 | val_loss: 0.0312083 | Time: 2018.95 ms
[2020-12-21 09:04:51 main:581] : INFO : Epoch 904 | loss: 0.0312153 | val_loss: 0.0312085 | Time: 1993.13 ms
[2020-12-21 09:04:53 main:581] : INFO : Epoch 905 | loss: 0.0312137 | val_loss: 0.0312075 | Time: 2015 ms
[2020-12-21 09:04:55 main:581] : INFO : Epoch 906 | loss: 0.0312143 | val_loss: 0.0312069 | Time: 2033.86 ms
[2020-12-21 09:04:57 main:581] : INFO : Epoch 907 | loss: 0.0312136 | val_loss: 0.0312079 | Time: 2005.98 ms
[2020-12-21 09:04:59 main:581] : INFO : Epoch 908 | loss: 0.0312153 | val_loss: 0.0312066 | Time: 2028.17 ms
[2020-12-21 09:05:01 main:581] : INFO : Epoch 909 | loss: 0.0312157 | val_loss: 0.0312103 | Time: 2023.84 ms
[2020-12-21 09:05:03 main:581] : INFO : Epoch 910 | loss: 0.0312148 | val_loss: 0.0312097 | Time: 2039.23 ms
[2020-12-21 09:05:05 main:581] : INFO : Epoch 911 | loss: 0.0312162 | val_loss: 0.0312112 | Time: 2032.16 ms
[2020-12-21 09:05:07 main:581] : INFO : Epoch 912 | loss: 0.0312175 | val_loss: 0.0312068 | Time: 2045.35 ms
[2020-12-21 09:05:09 main:581] : INFO : Epoch 913 | loss: 0.0312146 | val_loss: 0.0312106 | Time: 1950.8 ms
[2020-12-21 09:05:11 main:581] : INFO : Epoch 914 | loss: 0.0312162 | val_loss: 0.0312117 | Time: 1804.75 ms
[2020-12-21 09:05:13 main:581] : INFO : Epoch 915 | loss: 0.0312158 | val_loss: 0.0312094 | Time: 2017.68 ms
[2020-12-21 09:05:15 main:581] : INFO : Epoch 916 | loss: 0.0312154 | val_loss: 0.0312086 | Time: 2049.1 ms
[2020-12-21 09:05:17 main:581] : INFO : Epoch 917 | loss: 0.0312142 | val_loss: 0.0312068 | Time: 2037.54 ms
[2020-12-21 09:05:19 main:581] : INFO : Epoch 918 | loss: 0.0312147 | val_loss: 0.0312076 | Time: 2015.05 ms
[2020-12-21 09:05:21 main:581] : INFO : Epoch 919 | loss: 0.0312144 | val_loss: 0.031208 | Time: 2002.55 ms
[2020-12-21 09:05:23 main:581] : INFO : Epoch 920 | loss: 0.031214 | val_loss: 0.0312076 | Time: 2029.91 ms
[2020-12-21 09:05:25 main:581] : INFO : Epoch 921 | loss: 0.0312146 | val_loss: 0.0312079 | Time: 2008.1 ms
[2020-12-21 09:05:27 main:581] : INFO : Epoch 922 | loss: 0.031214 | val_loss: 0.0312072 | Time: 1966.61 ms
[2020-12-21 09:05:29 main:581] : INFO : Epoch 923 | loss: 0.0312151 | val_loss: 0.0312138 | Time: 1966.04 ms
[2020-12-21 09:05:31 main:581] : INFO : Epoch 924 | loss: 0.0312154 | val_loss: 0.0312105 | Time: 1979.9 ms
[2020-12-21 09:05:33 main:581] : INFO : Epoch 925 | loss: 0.0312144 | val_loss: 0.0312119 | Time: 2026.06 ms
[2020-12-21 09:05:35 main:581] : INFO : Epoch 926 | loss: 0.0312157 | val_loss: 0.0312089 | Time: 1994.92 ms
[2020-12-21 09:05:37 main:581] : INFO : Epoch 927 | loss: 0.0312149 | val_loss: 0.0312077 | Time: 1969.59 ms
[2020-12-21 09:05:39 main:581] : INFO : Epoch 928 | loss: 0.031214 | val_loss: 0.0312077 | Time: 1973.93 ms
[2020-12-21 09:05:41 main:581] : INFO : Epoch 929 | loss: 0.0312168 | val_loss: 0.0312076 | Time: 2012.79 ms
[2020-12-21 09:05:43 main:581] : INFO : Epoch 930 | loss: 0.031216 | val_loss: 0.031207 | Time: 2033.99 ms
[2020-12-21 09:05:45 main:581] : INFO : Epoch 931 | loss: 0.0312151 | val_loss: 0.0312111 | Time: 2032.13 ms
[2020-12-21 09:05:47 main:581] : INFO : Epoch 932 | loss: 0.0312144 | val_loss: 0.0312071 | Time: 1990.58 ms
[2020-12-21 09:05:49 main:581] : INFO : Epoch 933 | loss: 0.0312141 | val_loss: 0.0312083 | Time: 2007.65 ms
[2020-12-21 09:05:51 main:581] : INFO : Epoch 934 | loss: 0.0312166 | val_loss: 0.0312071 | Time: 1879.95 ms
[2020-12-21 09:05:53 main:581] : INFO : Epoch 935 | loss: 0.0312154 | val_loss: 0.0312082 | Time: 1997.3 ms
[2020-12-21 09:05:55 main:581] : INFO : Epoch 936 | loss: 0.0312152 | val_loss: 0.0312085 | Time: 2027.81 ms
[2020-12-21 09:05:57 main:581] : INFO : Epoch 937 | loss: 0.0312165 | val_loss: 0.0312102 | Time: 2036.75 ms
[2020-12-21 09:05:59 main:581] : INFO : Epoch 938 | loss: 0.031216 | val_loss: 0.031207 | Time: 2026.02 ms
[2020-12-21 09:06:01 main:581] : INFO : Epoch 939 | loss: 0.0312145 | val_loss: 0.0312075 | Time: 2030.29 ms
[2020-12-21 09:06:03 main:581] : INFO : Epoch 940 | loss: 0.0312147 | val_loss: 0.0312069 | Time: 2034.37 ms
[2020-12-21 09:06:05 main:581] : INFO : Epoch 941 | loss: 0.0312136 | val_loss: 0.0312068 | Time: 2029.66 ms
[2020-12-21 09:06:07 main:581] : INFO : Epoch 942 | loss: 0.0312143 | val_loss: 0.0312082 | Time: 2022.53 ms
[2020-12-21 09:06:09 main:581] : INFO : Epoch 943 | loss: 0.0312155 | val_loss: 0.0312085 | Time: 2013.39 ms
[2020-12-21 09:06:11 main:581] : INFO : Epoch 944 | loss: 0.0312151 | val_loss: 0.0312066 | Time: 2018.09 ms
[2020-12-21 09:06:13 main:581] : INFO : Epoch 945 | loss: 0.0312137 | val_loss: 0.0312072 | Time: 2030.35 ms
[2020-12-21 09:06:15 main:581] : INFO : Epoch 946 | loss: 0.0312157 | val_loss: 0.0312127 | Time: 2036.37 ms
[2020-12-21 09:06:18 main:581] : INFO : Epoch 947 | loss: 0.0312177 | val_loss: 0.0312101 | Time: 2019.83 ms
[2020-12-21 09:06:20 main:581] : INFO : Epoch 948 | loss: 0.0312148 | val_loss: 0.0312066 | Time: 2022.88 ms
[2020-12-21 09:06:22 main:581] : INFO : Epoch 949 | loss: 0.0312143 | val_loss: 0.0312089 | Time: 2023.15 ms
[2020-12-21 09:06:24 main:581] : INFO : Epoch 950 | loss: 0.0312159 | val_loss: 0.0312087 | Time: 2018.66 ms
[2020-12-21 09:06:26 main:581] : INFO : Epoch 951 | loss: 0.0312162 | val_loss: 0.0312073 | Time: 2029.2 ms
[2020-12-21 09:06:28 main:581] : INFO : Epoch 952 | loss: 0.0312143 | val_loss: 0.0312085 | Time: 2034.48 ms
[2020-12-21 09:06:30 main:581] : INFO : Epoch 953 | loss: 0.0312144 | val_loss: 0.0312066 | Time: 2033.46 ms
[2020-12-21 09:06:32 main:581] : INFO : Epoch 954 | loss: 0.0312145 | val_loss: 0.0312071 | Time: 2032.25 ms
[2020-12-21 09:06:34 main:581] : INFO : Epoch 955 | loss: 0.031215 | val_loss: 0.0312081 | Time: 2010.54 ms
[2020-12-21 09:06:36 main:581] : INFO : Epoch 956 | loss: 0.0312145 | val_loss: 0.0312096 | Time: 2040.07 ms
[2020-12-21 09:06:38 main:581] : INFO : Epoch 957 | loss: 0.0312171 | val_loss: 0.0312093 | Time: 2040.87 ms
[2020-12-21 09:06:40 main:581] : INFO : Epoch 958 | loss: 0.031215 | val_loss: 0.0312091 | Time: 2033.64 ms
[2020-12-21 09:06:42 main:581] : INFO : Epoch 959 | loss: 0.0312151 | val_loss: 0.0312065 | Time: 2040.82 ms
[2020-12-21 09:06:44 main:581] : INFO : Epoch 960 | loss: 0.0312143 | val_loss: 0.0312073 | Time: 2035.69 ms
[2020-12-21 09:06:46 main:581] : INFO : Epoch 961 | loss: 0.031214 | val_loss: 0.0312078 | Time: 2051.96 ms
[2020-12-21 09:06:48 main:581] : INFO : Epoch 962 | loss: 0.0312138 | val_loss: 0.0312065 | Time: 2040.12 ms
[2020-12-21 09:06:50 main:581] : INFO : Epoch 963 | loss: 0.0312141 | val_loss: 0.0312075 | Time: 2049.06 ms
[2020-12-21 09:06:52 main:581] : INFO : Epoch 964 | loss: 0.0312148 | val_loss: 0.0312075 | Time: 2040.45 ms
[2020-12-21 09:06:54 main:581] : INFO : Epoch 965 | loss: 0.0312153 | val_loss: 0.0312076 | Time: 2020.75 ms
[2020-12-21 09:06:56 main:581] : INFO : Epoch 966 | loss: 0.0312146 | val_loss: 0.0312072 | Time: 2026.49 ms
[2020-12-21 09:06:58 main:581] : INFO : Epoch 967 | loss: 0.0312142 | val_loss: 0.0312071 | Time: 1974.31 ms
[2020-12-21 09:07:00 main:581] : INFO : Epoch 968 | loss: 0.0312147 | val_loss: 0.0312077 | Time: 2003.82 ms
[2020-12-21 09:07:02 main:581] : INFO : Epoch 969 | loss: 0.0312154 | val_loss: 0.0312074 | Time: 2026.99 ms
[2020-12-21 09:07:04 main:581] : INFO : Epoch 970 | loss: 0.0312152 | val_loss: 0.0312067 | Time: 2021.92 ms
[2020-12-21 09:07:06 main:581] : INFO : Epoch 971 | loss: 0.0312143 | val_loss: 0.031207 | Time: 2027.85 ms
[2020-12-21 09:07:08 main:581] : INFO : Epoch 972 | loss: 0.0312141 | val_loss: 0.0312075 | Time: 2020.12 ms
[2020-12-21 09:07:10 main:581] : INFO : Epoch 973 | loss: 0.0312164 | val_loss: 0.0312067 | Time: 2027.97 ms
[2020-12-21 09:07:12 main:581] : INFO : Epoch 974 | loss: 0.0312145 | val_loss: 0.0312099 | Time: 2024.68 ms
[2020-12-21 09:07:14 main:581] : INFO : Epoch 975 | loss: 0.0312153 | val_loss: 0.0312087 | Time: 2027.93 ms
[2020-12-21 09:07:16 main:581] : INFO : Epoch 976 | loss: 0.0312175 | val_loss: 0.0312102 | Time: 2029.32 ms
[2020-12-21 09:07:18 main:581] : INFO : Epoch 977 | loss: 0.0312159 | val_loss: 0.0312073 | Time: 2021.84 ms
[2020-12-21 09:07:20 main:581] : INFO : Epoch 978 | loss: 0.0312143 | val_loss: 0.0312088 | Time: 2025.7 ms
[2020-12-21 09:07:22 main:581] : INFO : Epoch 979 | loss: 0.031215 | val_loss: 0.0312074 | Time: 2029.89 ms
[2020-12-21 09:07:24 main:581] : INFO : Epoch 980 | loss: 0.0312147 | val_loss: 0.0312072 | Time: 2021.13 ms
[2020-12-21 09:07:26 main:581] : INFO : Epoch 981 | loss: 0.0312142 | val_loss: 0.0312067 | Time: 2021.63 ms
[2020-12-21 09:07:28 main:581] : INFO : Epoch 982 | loss: 0.0312143 | val_loss: 0.0312073 | Time: 2021.96 ms
[2020-12-21 09:07:30 main:581] : INFO : Epoch 983 | loss: 0.0312152 | val_loss: 0.0312071 | Time: 2030.4 ms
[2020-12-21 09:07:33 main:581] : INFO : Epoch 984 | loss: 0.0312144 | val_loss: 0.0312075 | Time: 2025.79 ms
[2020-12-21 09:07:35 main:581] : INFO : Epoch 985 | loss: 0.0312147 | val_loss: 0.0312113 | Time: 2019.5 ms
[2020-12-21 09:07:37 main:581] : INFO : Epoch 986 | loss: 0.0312151 | val_loss: 0.0312077 | Time: 2025.08 ms
[2020-12-21 09:07:39 main:581] : INFO : Epoch 987 | loss: 0.0312158 | val_loss: 0.0312099 | Time: 2029.31 ms
[2020-12-21 09:07:41 main:581] : INFO : Epoch 988 | loss: 0.0312159 | val_loss: 0.0312093 | Time: 2018.63 ms
[2020-12-21 09:07:43 main:581] : INFO : Epoch 989 | loss: 0.0312144 | val_loss: 0.0312091 | Time: 2023.62 ms
[2020-12-21 09:07:45 main:581] : INFO : Epoch 990 | loss: 0.0312145 | val_loss: 0.0312071 | Time: 2015.12 ms
[2020-12-21 09:07:47 main:581] : INFO : Epoch 991 | loss: 0.0312138 | val_loss: 0.0312069 | Time: 2027.23 ms
[2020-12-21 09:07:49 main:581] : INFO : Epoch 992 | loss: 0.0312151 | val_loss: 0.031207 | Time: 2026.6 ms
[2020-12-21 09:07:51 main:581] : INFO : Epoch 993 | loss: 0.0312143 | val_loss: 0.0312065 | Time: 2025.06 ms
[2020-12-21 09:07:53 main:581] : INFO : Epoch 994 | loss: 0.0312141 | val_loss: 0.0312089 | Time: 2019.04 ms
[2020-12-21 09:07:55 main:581] : INFO : Epoch 995 | loss: 0.0312143 | val_loss: 0.0312083 | Time: 1992.89 ms
[2020-12-21 09:07:57 main:581] : INFO : Epoch 996 | loss: 0.0312161 | val_loss: 0.031207 | Time: 2025.74 ms
[2020-12-21 09:07:59 main:581] : INFO : Epoch 997 | loss: 0.0312146 | val_loss: 0.0312103 | Time: 2033.48 ms
[2020-12-21 09:08:01 main:581] : INFO : Epoch 998 | loss: 0.0312142 | val_loss: 0.0312076 | Time: 2034.57 ms
[2020-12-21 09:08:03 main:581] : INFO : Epoch 999 | loss: 0.0312142 | val_loss: 0.0312073 | Time: 2018.22 ms
[2020-12-21 09:08:05 main:581] : INFO : Epoch 1000 | loss: 0.0312146 | val_loss: 0.0312065 | Time: 2030.08 ms
[2020-12-21 09:08:07 main:581] : INFO : Epoch 1001 | loss: 0.0312147 | val_loss: 0.0312074 | Time: 2030.64 ms
[2020-12-21 09:08:09 main:581] : INFO : Epoch 1002 | loss: 0.0312156 | val_loss: 0.0312092 | Time: 2022.94 ms
[2020-12-21 09:08:11 main:581] : INFO : Epoch 1003 | loss: 0.0312141 | val_loss: 0.0312127 | Time: 2030.53 ms
[2020-12-21 09:08:13 main:581] : INFO : Epoch 1004 | loss: 0.0312167 | val_loss: 0.0312076 | Time: 2021.78 ms
[2020-12-21 09:08:15 main:581] : INFO : Epoch 1005 | loss: 0.031215 | val_loss: 0.0312087 | Time: 2029.24 ms
[2020-12-21 09:08:17 main:581] : INFO : Epoch 1006 | loss: 0.0312143 | val_loss: 0.0312069 | Time: 2027.31 ms
[2020-12-21 09:08:19 main:581] : INFO : Epoch 1007 | loss: 0.0312162 | val_loss: 0.0312074 | Time: 2028.85 ms
[2020-12-21 09:08:21 main:581] : INFO : Epoch 1008 | loss: 0.0312151 | val_loss: 0.0312089 | Time: 2023.87 ms
[2020-12-21 09:08:23 main:581] : INFO : Epoch 1009 | loss: 0.0312145 | val_loss: 0.0312074 | Time: 2028.98 ms
[2020-12-21 09:08:25 main:581] : INFO : Epoch 1010 | loss: 0.0312156 | val_loss: 0.0312103 | Time: 2032.3 ms
[2020-12-21 09:08:27 main:581] : INFO : Epoch 1011 | loss: 0.0312156 | val_loss: 0.0312158 | Time: 2025.32 ms
[2020-12-21 09:08:29 main:581] : INFO : Epoch 1012 | loss: 0.0312173 | val_loss: 0.0312077 | Time: 2031.81 ms
[2020-12-21 09:08:31 main:581] : INFO : Epoch 1013 | loss: 0.0312156 | val_loss: 0.0312118 | Time: 2017.9 ms
[2020-12-21 09:08:33 main:581] : INFO : Epoch 1014 | loss: 0.0312155 | val_loss: 0.031207 | Time: 2027.9 ms
[2020-12-21 09:08:35 main:581] : INFO : Epoch 1015 | loss: 0.0312183 | val_loss: 0.0312084 | Time: 2028.56 ms
[2020-12-21 09:08:37 main:581] : INFO : Epoch 1016 | loss: 0.0312186 | val_loss: 0.031209 | Time: 2041.14 ms
[2020-12-21 09:08:39 main:581] : INFO : Epoch 1017 | loss: 0.0312196 | val_loss: 0.0312079 | Time: 2031.39 ms
[2020-12-21 09:08:41 main:581] : INFO : Epoch 1018 | loss: 0.0312165 | val_loss: 0.0312072 | Time: 2039.08 ms
[2020-12-21 09:08:43 main:581] : INFO : Epoch 1019 | loss: 0.0312148 | val_loss: 0.031217 | Time: 2028.89 ms
[2020-12-21 09:08:45 main:581] : INFO : Epoch 1020 | loss: 0.031218 | val_loss: 0.0312069 | Time: 2031.16 ms
[2020-12-21 09:08:48 main:581] : INFO : Epoch 1021 | loss: 0.0312159 | val_loss: 0.0312077 | Time: 2032.57 ms
[2020-12-21 09:08:50 main:581] : INFO : Epoch 1022 | loss: 0.0312148 | val_loss: 0.031213 | Time: 2026.35 ms
[2020-12-21 09:08:52 main:581] : INFO : Epoch 1023 | loss: 0.0312169 | val_loss: 0.0312099 | Time: 2025.39 ms
[2020-12-21 09:08:54 main:581] : INFO : Epoch 1024 | loss: 0.0312162 | val_loss: 0.031211 | Time: 2018.96 ms
[2020-12-21 09:08:54 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.031211
[2020-12-21 09:08:54 main:610] : INFO : Saving end state to config to file
[2020-12-21 09:08:54 main:615] : INFO : Success, exiting..
09:08:54 (51080): 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)