Task 3358744
| Name | ParityMachine-1605151998-21990-6_0 |
| Workunit | 1620538 |
| Created | 19 Dec 2020, 8:00:14 UTC |
| Sent | 20 Dec 2020, 23:36:04 UTC |
| Report deadline | 27 Dec 2020, 23:36:04 UTC |
| Received | 21 Dec 2020, 12:51:26 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4379 |
| Run time | 34 min 7 sec |
| CPU time | 34 min 3 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 | 10.46 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.14</core_client_version> <![CDATA[ <stderr_txt> INFO : Epoch 510 | loss: 0.0311365 | val_loss: 0.0311417 | Time: 1981.18 ms [2020-12-21 07:07:45 main:581] : INFO : Epoch 511 | loss: 0.0311337 | val_loss: 0.0311421 | Time: 1951.76 ms [2020-12-21 07:07:47 main:581] : INFO : Epoch 512 | loss: 0.0311305 | val_loss: 0.031141 | Time: 1934.75 ms [2020-12-21 07:07:49 main:581] : INFO : Epoch 513 | loss: 0.0311308 | val_loss: 0.0311464 | Time: 1933.73 ms [2020-12-21 07:07:51 main:581] : INFO : Epoch 514 | loss: 0.0311364 | val_loss: 0.0311393 | Time: 1976.42 ms [2020-12-21 07:07:53 main:581] : INFO : Epoch 515 | loss: 0.03113 | val_loss: 0.0311418 | Time: 1884.81 ms [2020-12-21 07:07:55 main:581] : INFO : Epoch 516 | loss: 0.0311284 | val_loss: 0.0311371 | Time: 1893.6 ms [2020-12-21 07:07:57 main:581] : INFO : Epoch 517 | loss: 0.0311279 | val_loss: 0.031136 | Time: 1930.2 ms [2020-12-21 07:07:59 main:581] : INFO : Epoch 518 | loss: 0.0311257 | val_loss: 0.0311363 | Time: 1984.87 ms [2020-12-21 07:08:01 main:581] : INFO : Epoch 519 | loss: 0.0311288 | val_loss: 0.0311404 | Time: 1990.28 ms [2020-12-21 07:08:03 main:581] : INFO : Epoch 520 | loss: 0.031127 | val_loss: 0.0311411 | Time: 1984.54 ms [2020-12-21 07:08:05 main:581] : INFO : Epoch 521 | loss: 0.0311251 | val_loss: 0.0311374 | Time: 1983.12 ms [2020-12-21 07:08:07 main:581] : INFO : Epoch 522 | loss: 0.0311238 | val_loss: 0.0311407 | Time: 1952.37 ms [2020-12-21 07:08:09 main:581] : INFO : Epoch 523 | loss: 0.0311276 | val_loss: 0.031142 | Time: 1922.67 ms [2020-12-21 07:08:11 main:581] : INFO : Epoch 524 | loss: 0.0311258 | val_loss: 0.0311376 | Time: 1997.16 ms [2020-12-21 07:08:13 main:581] : INFO : Epoch 525 | loss: 0.0311233 | val_loss: 0.0311383 | Time: 1994.71 ms [2020-12-21 07:08:15 main:581] : INFO : Epoch 526 | loss: 0.0311219 | val_loss: 0.0311377 | Time: 1975.96 ms [2020-12-21 07:08:17 main:581] : INFO : Epoch 527 | loss: 0.0311225 | val_loss: 0.0311408 | Time: 1990.22 ms [2020-12-21 07:08:19 main:581] : INFO : Epoch 528 | loss: 0.0311237 | val_loss: 0.0311407 | Time: 1989.02 ms [2020-12-21 07:08:21 main:581] : INFO : Epoch 529 | loss: 0.031127 | val_loss: 0.0311385 | Time: 1989.86 ms [2020-12-21 07:08:23 main:581] : INFO : Epoch 530 | loss: 0.0311258 | val_loss: 0.0311396 | Time: 1975.45 ms [2020-12-21 07:08:25 main:581] : INFO : Epoch 531 | loss: 0.0311253 | val_loss: 0.0311385 | Time: 1934.15 ms [2020-12-21 07:08:27 main:581] : INFO : Epoch 532 | loss: 0.031125 | val_loss: 0.0311406 | Time: 1986.41 ms [2020-12-21 07:08:29 main:581] : INFO : Epoch 533 | loss: 0.0311256 | val_loss: 0.0311401 | Time: 1985.76 ms [2020-12-21 07:08:31 main:581] : INFO : Epoch 534 | loss: 0.031125 | val_loss: 0.0311373 | Time: 1985.42 ms [2020-12-21 07:08:33 main:581] : INFO : Epoch 535 | loss: 0.0311255 | val_loss: 0.0311342 | Time: 1967.88 ms [2020-12-21 07:08:35 main:581] : INFO : Epoch 536 | loss: 0.0311214 | val_loss: 0.0311364 | Time: 1978.51 ms [2020-12-21 07:08:37 main:581] : INFO : Epoch 537 | loss: 0.0311234 | val_loss: 0.0311339 | Time: 1981.84 ms [2020-12-21 07:08:39 main:581] : INFO : Epoch 538 | loss: 0.0311225 | val_loss: 0.0311394 | Time: 1975.31 ms [2020-12-21 07:08:41 main:581] : INFO : Epoch 539 | loss: 0.0311205 | val_loss: 0.0311383 | Time: 1981.29 ms [2020-12-21 07:08:43 main:581] : INFO : Epoch 540 | loss: 0.0311218 | val_loss: 0.0311361 | Time: 1988.34 ms [2020-12-21 07:08:45 main:581] : INFO : Epoch 541 | loss: 0.0311211 | val_loss: 0.031142 | Time: 1982.77 ms [2020-12-21 07:08:47 main:581] : INFO : Epoch 542 | loss: 0.0311198 | val_loss: 0.0311418 | Time: 1982.46 ms [2020-12-21 07:08:48 main:581] : INFO : Epoch 543 | loss: 0.03112 | val_loss: 0.0311442 | Time: 1984.05 ms [2020-12-21 07:08:50 main:581] : INFO : Epoch 544 | loss: 0.0311216 | val_loss: 0.0311497 | Time: 1985.96 ms [2020-12-21 07:08:52 main:581] : INFO : Epoch 545 | loss: 0.0311226 | val_loss: 0.0311438 | Time: 1983.35 ms [2020-12-21 07:08:54 main:581] : INFO : Epoch 546 | loss: 0.0311198 | val_loss: 0.0311367 | Time: 1977.21 ms [2020-12-21 07:08:56 main:581] : INFO : Epoch 547 | loss: 0.0311203 | val_loss: 0.0311445 | Time: 1983.91 ms [2020-12-21 07:08:58 main:581] : INFO : Epoch 548 | loss: 0.0311224 | val_loss: 0.0311452 | Time: 1980.71 ms [2020-12-21 07:09:00 main:581] : INFO : Epoch 549 | loss: 0.0311276 | val_loss: 0.0311377 | Time: 1988.89 ms [2020-12-21 07:09:02 main:581] : INFO : Epoch 550 | loss: 0.031126 | val_loss: 0.0311389 | Time: 1986.81 ms [2020-12-21 07:09:04 main:581] : INFO : Epoch 551 | loss: 0.0311268 | val_loss: 0.0311379 | Time: 1989.88 ms [2020-12-21 07:09:06 main:581] : INFO : Epoch 552 | loss: 0.0311254 | val_loss: 0.0311373 | Time: 1986.53 ms [2020-12-21 07:09:08 main:581] : INFO : Epoch 553 | loss: 0.0311212 | val_loss: 0.0311396 | Time: 1993.71 ms [2020-12-21 07:09:10 main:581] : INFO : Epoch 554 | loss: 0.0311275 | val_loss: 0.0311416 | Time: 1982.85 ms [2020-12-21 07:09:12 main:581] : INFO : Epoch 555 | loss: 0.0311249 | val_loss: 0.0311362 | Time: 1990.17 ms [2020-12-21 07:09:14 main:581] : INFO : Epoch 556 | loss: 0.0311216 | val_loss: 0.0311479 | Time: 1980.32 ms [2020-12-21 07:09:16 main:581] : INFO : Epoch 557 | loss: 0.0311234 | val_loss: 0.0311454 | Time: 1984.46 ms [2020-12-21 07:09:18 main:581] : INFO : Epoch 558 | loss: 0.0311254 | val_loss: 0.0311379 | Time: 1980.79 ms [2020-12-21 07:09:20 main:581] : INFO : Epoch 559 | loss: 0.0311208 | val_loss: 0.0311436 | Time: 1918.89 ms [2020-12-21 07:09:22 main:581] : INFO : Epoch 560 | loss: 0.0311223 | val_loss: 0.0311447 | Time: 1836.57 ms [2020-12-21 07:09:24 main:581] : INFO : Epoch 561 | loss: 0.0311229 | val_loss: 0.0311427 | Time: 1936.5 ms [2020-12-21 07:09:26 main:581] : INFO : Epoch 562 | loss: 0.0311223 | val_loss: 0.0311531 | Time: 1990.48 ms [2020-12-21 07:09:28 main:581] : INFO : Epoch 563 | loss: 0.0311234 | val_loss: 0.0311452 | Time: 1991.08 ms [2020-12-21 07:09:30 main:581] : INFO : Epoch 564 | loss: 0.0311229 | val_loss: 0.031147 | Time: 1977 ms [2020-12-21 07:09:32 main:581] : INFO : Epoch 565 | loss: 0.0311196 | val_loss: 0.0311461 | Time: 1989.71 ms [2020-12-21 07:09:34 main:581] : INFO : Epoch 566 | loss: 0.0311195 | val_loss: 0.0311448 | Time: 1988.2 ms [2020-12-21 07:09:36 main:581] : INFO : Epoch 567 | loss: 0.0311215 | val_loss: 0.0311566 | Time: 1980.55 ms [2020-12-21 07:09:38 main:581] : INFO : Epoch 568 | loss: 0.0311304 | val_loss: 0.0311574 | Time: 2000.85 ms [2020-12-21 07:09:40 main:581] : INFO : Epoch 569 | loss: 0.0311232 | val_loss: 0.0311426 | Time: 1990.22 ms [2020-12-21 07:09:42 main:581] : INFO : Epoch 570 | loss: 0.0311219 | val_loss: 0.0311487 | Time: 1981.63 ms [2020-12-21 07:09:44 main:581] : INFO : Epoch 571 | loss: 0.031129 | val_loss: 0.0311392 | Time: 1990.78 ms [2020-12-21 07:09:46 main:581] : INFO : Epoch 572 | loss: 0.0311255 | val_loss: 0.0311382 | Time: 1988.82 ms [2020-12-21 07:09:48 main:581] : INFO : Epoch 573 | loss: 0.0311238 | val_loss: 0.0311395 | Time: 1985.57 ms [2020-12-21 07:09:50 main:581] : INFO : Epoch 574 | loss: 0.0311206 | val_loss: 0.0311399 | Time: 1984.77 ms [2020-12-21 07:09:52 main:581] : INFO : Epoch 575 | loss: 0.0311173 | val_loss: 0.0311382 | Time: 1989.43 ms [2020-12-21 07:09:54 main:581] : INFO : Epoch 576 | loss: 0.0311173 | val_loss: 0.0311425 | Time: 1992.13 ms [2020-12-21 07:09:56 main:581] : INFO : Epoch 577 | loss: 0.0311209 | val_loss: 0.0311492 | Time: 1984.95 ms [2020-12-21 07:09:58 main:581] : INFO : Epoch 578 | loss: 0.0311209 | val_loss: 0.0311456 | Time: 1982.65 ms [2020-12-21 07:10:00 main:581] : INFO : Epoch 579 | loss: 0.031121 | val_loss: 0.031153 | Time: 1988.14 ms [2020-12-21 07:10:02 main:581] : INFO : Epoch 580 | loss: 0.0311219 | val_loss: 0.0311398 | Time: 1987.44 ms [2020-12-21 07:10:04 main:581] : INFO : Epoch 581 | loss: 0.0311181 | val_loss: 0.0311388 | Time: 1980.64 ms [2020-12-21 07:10:06 main:581] : INFO : Epoch 582 | loss: 0.031119 | val_loss: 0.0311408 | Time: 1979.7 ms [2020-12-21 07:10:08 main:581] : INFO : Epoch 583 | loss: 0.0311158 | val_loss: 0.0311389 | Time: 1989.26 ms [2020-12-21 07:10:10 main:581] : INFO : Epoch 584 | loss: 0.0311179 | val_loss: 0.0311509 | Time: 1983.69 ms [2020-12-21 07:10:12 main:581] : INFO : Epoch 585 | loss: 0.0311265 | val_loss: 0.0311468 | Time: 1995.43 ms [2020-12-21 07:10:14 main:581] : INFO : Epoch 586 | loss: 0.031118 | val_loss: 0.0311391 | Time: 1982.74 ms [2020-12-21 07:10:16 main:581] : INFO : Epoch 587 | loss: 0.0311175 | val_loss: 0.0311396 | Time: 1986.43 ms [2020-12-21 07:10:18 main:581] : INFO : Epoch 588 | loss: 0.0311215 | val_loss: 0.0311411 | Time: 1989.56 ms [2020-12-21 07:10:20 main:581] : INFO : Epoch 589 | loss: 0.0311192 | val_loss: 0.0311378 | Time: 1990.27 ms [2020-12-21 07:10:22 main:581] : INFO : Epoch 590 | loss: 0.0311165 | val_loss: 0.0311421 | Time: 1997.91 ms [2020-12-21 07:10:24 main:581] : INFO : Epoch 591 | loss: 0.03112 | val_loss: 0.0311381 | Time: 1980.44 ms [2020-12-21 07:10:26 main:581] : INFO : Epoch 592 | loss: 0.031116 | val_loss: 0.0311386 | Time: 1993.29 ms [2020-12-21 07:10:28 main:581] : INFO : Epoch 593 | loss: 0.0311157 | val_loss: 0.0311466 | Time: 1989.35 ms [2020-12-21 07:10:30 main:581] : INFO : Epoch 594 | loss: 0.0311152 | val_loss: 0.0311365 | Time: 1994.53 ms [2020-12-21 07:10:32 main:581] : INFO : Epoch 595 | loss: 0.0311147 | val_loss: 0.0311359 | Time: 1996.64 ms [2020-12-21 07:10:34 main:581] : INFO : Epoch 596 | loss: 0.0311131 | val_loss: 0.0311487 | Time: 1994.63 ms [2020-12-21 07:10:36 main:581] : INFO : Epoch 597 | loss: 0.0311201 | val_loss: 0.031141 | Time: 1994.26 ms [2020-12-21 07:10:38 main:581] : INFO : Epoch 598 | loss: 0.031114 | val_loss: 0.0311338 | Time: 1984.92 ms [2020-12-21 07:10:40 main:581] : INFO : Epoch 599 | loss: 0.0311129 | val_loss: 0.0311361 | Time: 1997.54 ms [2020-12-21 07:10:42 main:581] : INFO : Epoch 600 | loss: 0.0311128 | val_loss: 0.0311392 | Time: 1991.88 ms [2020-12-21 07:10:44 main:581] : INFO : Epoch 601 | loss: 0.0311193 | val_loss: 0.031139 | Time: 1987.49 ms [2020-12-21 07:10:46 main:581] : INFO : Epoch 602 | loss: 0.0311125 | val_loss: 0.0311361 | Time: 1995.39 ms [2020-12-21 07:10:47 main:581] : INFO : Epoch 603 | loss: 0.0311155 | val_loss: 0.0311392 | Time: 1984.11 ms [2020-12-21 07:10:49 main:581] : INFO : Epoch 604 | loss: 0.031111 | val_loss: 0.0311358 | Time: 1989.08 ms [2020-12-21 07:10:51 main:581] : INFO : Epoch 605 | loss: 0.0311126 | val_loss: 0.0311371 | Time: 1984.24 ms [2020-12-21 07:10:53 main:581] : INFO : Epoch 606 | loss: 0.0311152 | val_loss: 0.0311543 | Time: 1995.6 ms [2020-12-21 07:10:55 main:581] : INFO : Epoch 607 | loss: 0.0311201 | val_loss: 0.0311478 | Time: 1988.46 ms [2020-12-21 07:10:57 main:581] : INFO : Epoch 608 | loss: 0.0311132 | val_loss: 0.0311371 | Time: 1991.43 ms [2020-12-21 07:10:59 main:581] : INFO : Epoch 609 | loss: 0.0311105 | val_loss: 0.0311342 | Time: 1993.65 ms [2020-12-21 07:11:01 main:581] : INFO : Epoch 610 | loss: 0.0311125 | val_loss: 0.0311348 | Time: 1982.16 ms [2020-12-21 07:11:03 main:581] : INFO : Epoch 611 | loss: 0.0311139 | val_loss: 0.0311457 | Time: 1985.39 ms [2020-12-21 07:11:05 main:581] : INFO : Epoch 612 | loss: 0.0311109 | val_loss: 0.0311345 | Time: 1984.55 ms [2020-12-21 07:11:07 main:581] : INFO : Epoch 613 | loss: 0.0311105 | val_loss: 0.0311453 | Time: 1989.4 ms [2020-12-21 07:11:09 main:581] : INFO : Epoch 614 | loss: 0.0311131 | val_loss: 0.0311351 | Time: 1983.85 ms [2020-12-21 07:11:11 main:581] : INFO : Epoch 615 | loss: 0.0311122 | val_loss: 0.0311384 | Time: 1990.73 ms [2020-12-21 07:11:13 main:581] : INFO : Epoch 616 | loss: 0.0311112 | val_loss: 0.031137 | Time: 1990.59 ms [2020-12-21 07:11:15 main:581] : INFO : Epoch 617 | loss: 0.0311125 | val_loss: 0.0311384 | Time: 1997.67 ms [2020-12-21 07:11:17 main:581] : INFO : Epoch 618 | loss: 0.0311111 | val_loss: 0.0311472 | Time: 1983.23 ms [2020-12-21 07:11:19 main:581] : INFO : Epoch 619 | loss: 0.0311114 | val_loss: 0.0311443 | Time: 1998.81 ms [2020-12-21 07:11:21 main:581] : INFO : Epoch 620 | loss: 0.0311198 | val_loss: 0.0311365 | Time: 1989.43 ms [2020-12-21 07:11:23 main:581] : INFO : Epoch 621 | loss: 0.0311153 | val_loss: 0.0311525 | Time: 1988.97 ms [2020-12-21 07:11:25 main:581] : INFO : Epoch 622 | loss: 0.0311104 | val_loss: 0.0311389 | Time: 1989.14 ms [2020-12-21 07:11:27 main:581] : INFO : Epoch 623 | loss: 0.0311206 | val_loss: 0.031151 | Time: 1979.63 ms [2020-12-21 07:11:29 main:581] : INFO : Epoch 624 | loss: 0.0311286 | val_loss: 0.0311467 | Time: 1986.1 ms [2020-12-21 07:11:31 main:581] : INFO : Epoch 625 | loss: 0.0311268 | val_loss: 0.0311426 | Time: 1982.66 ms [2020-12-21 07:11:33 main:581] : INFO : Epoch 626 | loss: 0.0311278 | val_loss: 0.0311519 | Time: 1988.04 ms [2020-12-21 07:11:35 main:581] : INFO : Epoch 627 | loss: 0.0311493 | val_loss: 0.0311529 | Time: 1987.59 ms [2020-12-21 07:11:37 main:581] : INFO : Epoch 628 | loss: 0.0311457 | val_loss: 0.0311439 | Time: 1987.79 ms [2020-12-21 07:11:39 main:581] : INFO : Epoch 629 | loss: 0.0311409 | val_loss: 0.0311424 | Time: 1987.34 ms [2020-12-21 07:11:41 main:581] : INFO : Epoch 630 | loss: 0.03114 | val_loss: 0.0311445 | Time: 1986.96 ms [2020-12-21 07:11:43 main:581] : INFO : Epoch 631 | loss: 0.0311419 | val_loss: 0.0311495 | Time: 1978.22 ms [2020-12-21 07:11:45 main:581] : INFO : Epoch 632 | loss: 0.0311392 | val_loss: 0.0311434 | Time: 1987.88 ms [2020-12-21 07:11:47 main:581] : INFO : Epoch 633 | loss: 0.0311383 | val_loss: 0.0311429 | Time: 1989.99 ms [2020-12-21 07:11:49 main:581] : INFO : Epoch 634 | loss: 0.0311345 | val_loss: 0.0311434 | Time: 1994.25 ms [2020-12-21 07:11:51 main:581] : INFO : Epoch 635 | loss: 0.0311378 | val_loss: 0.0311546 | Time: 1981.18 ms [2020-12-21 07:11:53 main:581] : INFO : Epoch 636 | loss: 0.0311392 | val_loss: 0.0311446 | Time: 1993.34 ms [2020-12-21 07:11:55 main:581] : INFO : Epoch 637 | loss: 0.0311352 | val_loss: 0.0311463 | Time: 1987.33 ms [2020-12-21 07:11:57 main:581] : INFO : Epoch 638 | loss: 0.0311325 | val_loss: 0.0311438 | Time: 1989.77 ms [2020-12-21 07:11:59 main:581] : INFO : Epoch 639 | loss: 0.0311309 | val_loss: 0.0311442 | Time: 1984.8 ms [2020-12-21 07:12:01 main:581] : INFO : Epoch 640 | loss: 0.0311315 | val_loss: 0.0311502 | Time: 1990.54 ms [2020-12-21 07:12:03 main:581] : INFO : Epoch 641 | loss: 0.0311293 | val_loss: 0.0311397 | Time: 1984.29 ms [2020-12-21 07:12:05 main:581] : INFO : Epoch 642 | loss: 0.0311281 | val_loss: 0.0311409 | Time: 1990.41 ms [2020-12-21 07:12:07 main:581] : INFO : Epoch 643 | loss: 0.0311284 | val_loss: 0.0311374 | Time: 1990.25 ms [2020-12-21 07:12:09 main:581] : INFO : Epoch 644 | loss: 0.0311284 | val_loss: 0.0311412 | Time: 1990.38 ms [2020-12-21 07:12:11 main:581] : INFO : Epoch 645 | loss: 0.0311293 | val_loss: 0.0311403 | Time: 1984.16 ms [2020-12-21 07:12:13 main:581] : INFO : Epoch 646 | loss: 0.0311309 | val_loss: 0.0311463 | Time: 1999.06 ms [2020-12-21 07:12:15 main:581] : INFO : Epoch 647 | loss: 0.0311308 | val_loss: 0.0311417 | Time: 1984.63 ms [2020-12-21 07:12:17 main:581] : INFO : Epoch 648 | loss: 0.0311347 | val_loss: 0.0311498 | Time: 1989.35 ms [2020-12-21 07:12:19 main:581] : INFO : Epoch 649 | loss: 0.0311305 | val_loss: 0.0311403 | Time: 1998.13 ms [2020-12-21 07:12:21 main:581] : INFO : Epoch 650 | loss: 0.0311289 | val_loss: 0.0311382 | Time: 1993.81 ms [2020-12-21 07:12:23 main:581] : INFO : Epoch 651 | loss: 0.0311289 | val_loss: 0.0311385 | Time: 1995.91 ms [2020-12-21 07:12:25 main:581] : INFO : Epoch 652 | loss: 0.031132 | val_loss: 0.0311381 | Time: 1996.63 ms [2020-12-21 07:12:27 main:581] : INFO : Epoch 653 | loss: 0.0311317 | val_loss: 0.03114 | Time: 2000.78 ms [2020-12-21 07:12:29 main:581] : INFO : Epoch 654 | loss: 0.031128 | val_loss: 0.0311424 | Time: 1993.74 ms [2020-12-21 07:12:31 main:581] : INFO : Epoch 655 | loss: 0.031126 | val_loss: 0.0311437 | Time: 2006.88 ms [2020-12-21 07:12:33 main:581] : INFO : Epoch 656 | loss: 0.0311249 | val_loss: 0.0311422 | Time: 2006.12 ms [2020-12-21 07:12:35 main:581] : INFO : Epoch 657 | loss: 0.0311243 | val_loss: 0.0311399 | Time: 1992.27 ms [2020-12-21 07:12:37 main:581] : INFO : Epoch 658 | loss: 0.0311232 | val_loss: 0.0311394 | Time: 1993.3 ms [2020-12-21 07:12:39 main:581] : INFO : Epoch 659 | loss: 0.0311237 | val_loss: 0.0311381 | Time: 2000.27 ms [2020-12-21 07:12:41 main:581] : INFO : Epoch 660 | loss: 0.0311244 | val_loss: 0.0311411 | Time: 1990.1 ms [2020-12-21 07:12:43 main:581] : INFO : Epoch 661 | loss: 0.0311261 | val_loss: 0.031149 | Time: 1991.18 ms [2020-12-21 07:12:45 main:581] : INFO : Epoch 662 | loss: 0.0311285 | val_loss: 0.0311391 | Time: 1984.79 ms [2020-12-21 07:12:47 main:581] : INFO : Epoch 663 | loss: 0.0311232 | val_loss: 0.0311463 | Time: 1990.11 ms [2020-12-21 07:12:49 main:581] : INFO : Epoch 664 | loss: 0.0311239 | val_loss: 0.0311392 | Time: 1993.62 ms [2020-12-21 07:12:51 main:581] : INFO : Epoch 665 | loss: 0.0311225 | val_loss: 0.0311394 | Time: 1984.75 ms [2020-12-21 07:12:53 main:581] : INFO : Epoch 666 | loss: 0.0311237 | val_loss: 0.0311421 | Time: 1991.34 ms [2020-12-21 07:12:55 main:581] : INFO : Epoch 667 | loss: 0.0311246 | val_loss: 0.0311391 | Time: 1984.11 ms [2020-12-21 07:12:57 main:581] : INFO : Epoch 668 | loss: 0.0311243 | val_loss: 0.03114 | Time: 1996.73 ms [2020-12-21 07:12:59 main:581] : INFO : Epoch 669 | loss: 0.031122 | val_loss: 0.0311409 | Time: 1981.63 ms [2020-12-21 07:13:01 main:581] : INFO : Epoch 670 | loss: 0.0311222 | val_loss: 0.0311423 | Time: 1986.73 ms [2020-12-21 07:13:03 main:581] : INFO : Epoch 671 | loss: 0.031123 | val_loss: 0.0311458 | Time: 1982.83 ms [2020-12-21 07:13:05 main:581] : INFO : Epoch 672 | loss: 0.0311231 | val_loss: 0.0311383 | Time: 1982.07 ms [2020-12-21 07:13:07 main:581] : INFO : Epoch 673 | loss: 0.0311221 | val_loss: 0.0311387 | Time: 1987.77 ms [2020-12-21 07:13:09 main:581] : INFO : Epoch 674 | loss: 0.0311262 | val_loss: 0.0311472 | Time: 1989.83 ms [2020-12-21 07:13:11 main:581] : INFO : Epoch 675 | loss: 0.0311295 | val_loss: 0.031148 | Time: 1989.01 ms [2020-12-21 07:13:13 main:581] : INFO : Epoch 676 | loss: 0.0311286 | val_loss: 0.0311421 | Time: 1985.14 ms [2020-12-21 07:13:15 main:581] : INFO : Epoch 677 | loss: 0.0311305 | val_loss: 0.0311398 | Time: 1992.92 ms [2020-12-21 07:13:17 main:581] : INFO : Epoch 678 | loss: 0.0311243 | val_loss: 0.0311407 | Time: 1987.68 ms [2020-12-21 07:13:19 main:581] : INFO : Epoch 679 | loss: 0.031125 | val_loss: 0.0311432 | Time: 1994.27 ms [2020-12-21 07:13:21 main:581] : INFO : Epoch 680 | loss: 0.0311244 | val_loss: 0.0311442 | Time: 1985.19 ms [2020-12-21 07:13:23 main:581] : INFO : Epoch 681 | loss: 0.0311244 | val_loss: 0.0311443 | Time: 1991.26 ms [2020-12-21 07:13:25 main:581] : INFO : Epoch 682 | loss: 0.0311246 | val_loss: 0.0311396 | Time: 1982.2 ms [2020-12-21 07:13:27 main:581] : INFO : Epoch 683 | loss: 0.0311242 | val_loss: 0.0311403 | Time: 1989.01 ms [2020-12-21 07:13:29 main:581] : INFO : Epoch 684 | loss: 0.0311217 | val_loss: 0.0311351 | Time: 1988.12 ms [2020-12-21 07:13:31 main:581] : INFO : Epoch 685 | loss: 0.0311254 | val_loss: 0.0311398 | Time: 1991.2 ms [2020-12-21 07:13:33 main:581] : INFO : Epoch 686 | loss: 0.0311245 | val_loss: 0.0311393 | Time: 1986.84 ms [2020-12-21 07:13:35 main:581] : INFO : Epoch 687 | loss: 0.0311248 | val_loss: 0.0311436 | Time: 1991.07 ms [2020-12-21 07:13:37 main:581] : INFO : Epoch 688 | loss: 0.031122 | val_loss: 0.0311359 | Time: 1988.29 ms [2020-12-21 07:13:39 main:581] : INFO : Epoch 689 | loss: 0.0311216 | val_loss: 0.0311354 | Time: 1991.7 ms [2020-12-21 07:13:41 main:581] : INFO : Epoch 690 | loss: 0.031121 | val_loss: 0.0311389 | Time: 1992.97 ms [2020-12-21 07:13:43 main:581] : INFO : Epoch 691 | loss: 0.0311213 | val_loss: 0.0311377 | Time: 1986.19 ms [2020-12-21 07:13:45 main:581] : INFO : Epoch 692 | loss: 0.0311212 | val_loss: 0.0311383 | Time: 1992.3 ms [2020-12-21 07:13:47 main:581] : INFO : Epoch 693 | loss: 0.0311219 | val_loss: 0.0311378 | Time: 1991.04 ms [2020-12-21 07:13:49 main:581] : INFO : Epoch 694 | loss: 0.0311201 | val_loss: 0.0311351 | Time: 1990.67 ms [2020-12-21 07:13:51 main:581] : INFO : Epoch 695 | loss: 0.0311201 | val_loss: 0.0311369 | Time: 1982.36 ms [2020-12-21 07:13:53 main:581] : INFO : Epoch 696 | loss: 0.0311197 | val_loss: 0.0311368 | Time: 1984.58 ms [2020-12-21 07:13:55 main:581] : INFO : Epoch 697 | loss: 0.0311199 | val_loss: 0.0311365 | Time: 1994.12 ms [2020-12-21 07:13:57 main:581] : INFO : Epoch 698 | loss: 0.0311185 | val_loss: 0.0311384 | Time: 1994.94 ms [2020-12-21 07:13:59 main:581] : INFO : Epoch 699 | loss: 0.0311193 | val_loss: 0.031146 | Time: 1996.2 ms [2020-12-21 07:14:01 main:581] : INFO : Epoch 700 | loss: 0.0311233 | val_loss: 0.0311504 | Time: 1993.83 ms [2020-12-21 07:14:02 main:581] : INFO : Epoch 701 | loss: 0.0311194 | val_loss: 0.0311412 | Time: 1986.37 ms [2020-12-21 07:14:04 main:581] : INFO : Epoch 702 | loss: 0.0311189 | val_loss: 0.0311404 | Time: 1993.07 ms [2020-12-21 07:14:06 main:581] : INFO : Epoch 703 | loss: 0.0311187 | val_loss: 0.0311432 | Time: 1990.84 ms [2020-12-21 07:14:08 main:581] : INFO : Epoch 704 | loss: 0.0311177 | val_loss: 0.0311454 | Time: 1990.63 ms [2020-12-21 07:14:10 main:581] : INFO : Epoch 705 | loss: 0.0311199 | val_loss: 0.0311418 | Time: 1990.25 ms [2020-12-21 07:14:12 main:581] : INFO : Epoch 706 | loss: 0.0311211 | val_loss: 0.0311451 | Time: 1982.55 ms [2020-12-21 07:14:14 main:581] : INFO : Epoch 707 | loss: 0.0311178 | val_loss: 0.0311371 | Time: 1999 ms [2020-12-21 07:14:16 main:581] : INFO : Epoch 708 | loss: 0.0311172 | val_loss: 0.0311395 | Time: 1977.3 ms [2020-12-21 07:14:18 main:581] : INFO : Epoch 709 | loss: 0.031123 | val_loss: 0.0311369 | Time: 1983.18 ms [2020-12-21 07:14:20 main:581] : INFO : Epoch 710 | loss: 0.0311228 | val_loss: 0.0311455 | Time: 1997.49 ms [2020-12-21 07:14:22 main:581] : INFO : Epoch 711 | loss: 0.0311204 | val_loss: 0.031136 | Time: 1982.84 ms [2020-12-21 07:14:24 main:581] : INFO : Epoch 712 | loss: 0.0311287 | val_loss: 0.0311452 | Time: 1981.84 ms [2020-12-21 07:14:26 main:581] : INFO : Epoch 713 | loss: 0.0311367 | val_loss: 0.0311408 | Time: 1992.06 ms [2020-12-21 07:14:28 main:581] : INFO : Epoch 714 | loss: 0.0311325 | val_loss: 0.0311395 | Time: 1989.29 ms [2020-12-21 07:14:30 main:581] : INFO : Epoch 715 | loss: 0.0311311 | val_loss: 0.0311395 | Time: 1983.95 ms [2020-12-21 07:14:32 main:581] : INFO : Epoch 716 | loss: 0.0311307 | val_loss: 0.0311384 | Time: 1998.5 ms [2020-12-21 07:14:34 main:581] : INFO : Epoch 717 | loss: 0.0311296 | val_loss: 0.03114 | Time: 1992.39 ms [2020-12-21 07:14:36 main:581] : INFO : Epoch 718 | loss: 0.0311352 | val_loss: 0.0311543 | Time: 1989.54 ms [2020-12-21 07:14:38 main:581] : INFO : Epoch 719 | loss: 0.0311332 | val_loss: 0.0311385 | Time: 1981.41 ms [2020-12-21 07:14:40 main:581] : INFO : Epoch 720 | loss: 0.0311334 | val_loss: 0.0311396 | Time: 1992.11 ms [2020-12-21 07:14:42 main:581] : INFO : Epoch 721 | loss: 0.0311343 | val_loss: 0.0311408 | Time: 1991.24 ms [2020-12-21 07:14:44 main:581] : INFO : Epoch 722 | loss: 0.0311329 | val_loss: 0.0311608 | Time: 1994.91 ms [2020-12-21 07:14:46 main:581] : INFO : Epoch 723 | loss: 0.0311369 | val_loss: 0.0311375 | Time: 1984.28 ms [2020-12-21 07:14:48 main:581] : INFO : Epoch 724 | loss: 0.031136 | val_loss: 0.031154 | Time: 1992.64 ms [2020-12-21 07:14:50 main:581] : INFO : Epoch 725 | loss: 0.0311305 | val_loss: 0.0311441 | Time: 1983.11 ms [2020-12-21 07:14:52 main:581] : INFO : Epoch 726 | loss: 0.0311213 | val_loss: 0.0311353 | Time: 1991.24 ms [2020-12-21 07:14:54 main:581] : INFO : Epoch 727 | loss: 0.0311239 | val_loss: 0.0311451 | Time: 1990.98 ms [2020-12-21 07:14:56 main:581] : INFO : Epoch 728 | loss: 0.0311263 | val_loss: 0.031138 | Time: 1991.83 ms [2020-12-21 07:14:58 main:581] : INFO : Epoch 729 | loss: 0.0311191 | val_loss: 0.0311571 | Time: 1992.96 ms [2020-12-21 07:15:00 main:581] : INFO : Epoch 730 | loss: 0.0311224 | val_loss: 0.0311557 | Time: 2000.63 ms [2020-12-21 07:15:02 main:581] : INFO : Epoch 731 | loss: 0.0311204 | val_loss: 0.0311417 | Time: 1985.17 ms [2020-12-21 07:15:04 main:581] : INFO : Epoch 732 | loss: 0.0311177 | val_loss: 0.0311383 | Time: 1991.52 ms [2020-12-21 07:15:06 main:581] : INFO : Epoch 733 | loss: 0.031119 | val_loss: 0.0311409 | Time: 1993.45 ms [2020-12-21 07:15:08 main:581] : INFO : Epoch 734 | loss: 0.031118 | val_loss: 0.0311385 | Time: 1985.22 ms [2020-12-21 07:15:10 main:581] : INFO : Epoch 735 | loss: 0.0311175 | val_loss: 0.0311397 | Time: 1992.21 ms [2020-12-21 07:15:12 main:581] : INFO : Epoch 736 | loss: 0.0311196 | val_loss: 0.0311385 | Time: 1988.93 ms [2020-12-21 07:15:14 main:581] : INFO : Epoch 737 | loss: 0.031117 | val_loss: 0.0311376 | Time: 1981.44 ms [2020-12-21 07:15:16 main:581] : INFO : Epoch 738 | loss: 0.0311146 | val_loss: 0.0311379 | Time: 1982.41 ms [2020-12-21 07:15:18 main:581] : INFO : Epoch 739 | loss: 0.0311151 | val_loss: 0.0311366 | Time: 1991.86 ms [2020-12-21 07:15:20 main:581] : INFO : Epoch 740 | loss: 0.0311149 | val_loss: 0.0311361 | Time: 1986.91 ms [2020-12-21 07:15:22 main:581] : INFO : Epoch 741 | loss: 0.0311159 | val_loss: 0.0311409 | Time: 1988.32 ms [2020-12-21 07:15:24 main:581] : INFO : Epoch 742 | loss: 0.0311174 | val_loss: 0.0311415 | Time: 1995.48 ms [2020-12-21 07:15:26 main:581] : INFO : Epoch 743 | loss: 0.0311268 | val_loss: 0.0311444 | Time: 1988.45 ms [2020-12-21 07:15:28 main:581] : INFO : Epoch 744 | loss: 0.0311255 | val_loss: 0.031148 | Time: 1997.47 ms [2020-12-21 07:15:30 main:581] : INFO : Epoch 745 | loss: 0.031122 | val_loss: 0.0311395 | Time: 1993.9 ms [2020-12-21 07:15:32 main:581] : INFO : Epoch 746 | loss: 0.0311188 | val_loss: 0.0311395 | Time: 1992.37 ms [2020-12-21 07:15:34 main:581] : INFO : Epoch 747 | loss: 0.0311161 | val_loss: 0.0311425 | Time: 1984.46 ms [2020-12-21 07:15:36 main:581] : INFO : Epoch 748 | loss: 0.0311212 | val_loss: 0.0311404 | Time: 1984.98 ms [2020-12-21 07:15:38 main:581] : INFO : Epoch 749 | loss: 0.0311202 | val_loss: 0.0311489 | Time: 1996.53 ms [2020-12-21 07:15:40 main:581] : INFO : Epoch 750 | loss: 0.0311188 | val_loss: 0.0311575 | Time: 1989.48 ms [2020-12-21 07:15:42 main:581] : INFO : Epoch 751 | loss: 0.0311208 | val_loss: 0.031142 | Time: 1996.78 ms [2020-12-21 07:15:44 main:581] : INFO : Epoch 752 | loss: 0.031119 | val_loss: 0.031134 | Time: 1984.34 ms [2020-12-21 07:15:46 main:581] : INFO : Epoch 753 | loss: 0.0311182 | val_loss: 0.0311394 | Time: 1991.05 ms [2020-12-21 07:15:48 main:581] : INFO : Epoch 754 | loss: 0.0311159 | val_loss: 0.0311377 | Time: 1991.9 ms [2020-12-21 07:15:50 main:581] : INFO : Epoch 755 | loss: 0.0311159 | val_loss: 0.0311354 | Time: 1983.2 ms [2020-12-21 07:15:52 main:581] : INFO : Epoch 756 | loss: 0.0311161 | val_loss: 0.0311348 | Time: 1991.81 ms [2020-12-21 07:15:54 main:581] : INFO : Epoch 757 | loss: 0.0311163 | val_loss: 0.0311384 | Time: 1984.28 ms [2020-12-21 07:15:56 main:581] : INFO : Epoch 758 | loss: 0.0311149 | val_loss: 0.0311333 | Time: 1992.69 ms [2020-12-21 07:15:58 main:581] : INFO : Epoch 759 | loss: 0.0311216 | val_loss: 0.0311347 | Time: 1994.09 ms [2020-12-21 07:16:00 main:581] : INFO : Epoch 760 | loss: 0.0311324 | val_loss: 0.0311425 | Time: 1994.59 ms [2020-12-21 07:16:02 main:581] : INFO : Epoch 761 | loss: 0.0311195 | val_loss: 0.0311417 | Time: 1984.59 ms [2020-12-21 07:16:04 main:581] : INFO : Epoch 762 | loss: 0.0311194 | val_loss: 0.0311454 | Time: 1993.58 ms [2020-12-21 07:16:06 main:581] : INFO : Epoch 763 | loss: 0.0311178 | val_loss: 0.0311343 | Time: 1990.53 ms [2020-12-21 07:16:08 main:581] : INFO : Epoch 764 | loss: 0.0311173 | val_loss: 0.0311453 | Time: 1985.71 ms [2020-12-21 07:16:10 main:581] : INFO : Epoch 765 | loss: 0.0311217 | val_loss: 0.0311376 | Time: 1989.34 ms [2020-12-21 07:16:12 main:581] : INFO : Epoch 766 | loss: 0.0311264 | val_loss: 0.031143 | Time: 1982.97 ms [2020-12-21 07:16:14 main:581] : INFO : Epoch 767 | loss: 0.0311277 | val_loss: 0.0311376 | Time: 1991.74 ms [2020-12-21 07:16:16 main:581] : INFO : Epoch 768 | loss: 0.031125 | val_loss: 0.0311383 | Time: 1981.14 ms [2020-12-21 07:16:18 main:581] : INFO : Epoch 769 | loss: 0.0311177 | val_loss: 0.0311419 | Time: 1988.48 ms [2020-12-21 07:16:20 main:581] : INFO : Epoch 770 | loss: 0.0311199 | val_loss: 0.0311384 | Time: 1979.42 ms [2020-12-21 07:16:22 main:581] : INFO : Epoch 771 | loss: 0.0311177 | val_loss: 0.031135 | Time: 1991.53 ms [2020-12-21 07:16:24 main:581] : INFO : Epoch 772 | loss: 0.0311166 | val_loss: 0.0311339 | Time: 1984.84 ms [2020-12-21 07:16:26 main:581] : INFO : Epoch 773 | loss: 0.0311159 | val_loss: 0.0311351 | Time: 1991.48 ms [2020-12-21 07:16:28 main:581] : INFO : Epoch 774 | loss: 0.0311213 | val_loss: 0.0311367 | Time: 1990.75 ms [2020-12-21 07:16:30 main:581] : INFO : Epoch 775 | loss: 0.0311232 | val_loss: 0.0311353 | Time: 1984.41 ms [2020-12-21 07:16:32 main:581] : INFO : Epoch 776 | loss: 0.0311211 | val_loss: 0.031155 | Time: 1984.9 ms [2020-12-21 07:16:34 main:581] : INFO : Epoch 777 | loss: 0.03112 | val_loss: 0.0311359 | Time: 1988.91 ms [2020-12-21 07:16:36 main:581] : INFO : Epoch 778 | loss: 0.0311169 | val_loss: 0.0311485 | Time: 1993.87 ms [2020-12-21 07:16:38 main:581] : INFO : Epoch 779 | loss: 0.0311251 | val_loss: 0.031136 | Time: 1986.06 ms [2020-12-21 07:16:40 main:581] : INFO : Epoch 780 | loss: 0.0311186 | val_loss: 0.0311369 | Time: 1984.77 ms [2020-12-21 07:16:42 main:581] : INFO : Epoch 781 | loss: 0.0311176 | val_loss: 0.0311378 | Time: 1992.74 ms [2020-12-21 07:16:44 main:581] : INFO : Epoch 782 | loss: 0.0311179 | val_loss: 0.0311415 | Time: 1985.25 ms [2020-12-21 07:16:46 main:581] : INFO : Epoch 783 | loss: 0.0311182 | val_loss: 0.0311388 | Time: 1995.98 ms [2020-12-21 07:16:48 main:581] : INFO : Epoch 784 | loss: 0.0311195 | val_loss: 0.0311399 | Time: 1977.27 ms [2020-12-21 07:16:50 main:581] : INFO : Epoch 785 | loss: 0.0311165 | val_loss: 0.0311358 | Time: 1988.98 ms [2020-12-21 07:16:52 main:581] : INFO : Epoch 786 | loss: 0.0311146 | val_loss: 0.0311349 | Time: 1984.33 ms [2020-12-21 07:16:54 main:581] : INFO : Epoch 787 | loss: 0.0311134 | val_loss: 0.0311333 | Time: 1992.39 ms [2020-12-21 07:16:56 main:581] : INFO : Epoch 788 | loss: 0.031113 | val_loss: 0.0311419 | Time: 1984.48 ms [2020-12-21 07:16:58 main:581] : INFO : Epoch 789 | loss: 0.0311171 | val_loss: 0.0311341 | Time: 1986.43 ms [2020-12-21 07:17:00 main:581] : INFO : Epoch 790 | loss: 0.0311179 | val_loss: 0.0311452 | Time: 2003.93 ms [2020-12-21 07:17:02 main:581] : INFO : Epoch 791 | loss: 0.0311159 | val_loss: 0.0311346 | Time: 1985.32 ms [2020-12-21 07:17:04 main:581] : INFO : Epoch 792 | loss: 0.0311113 | val_loss: 0.0311383 | Time: 1992.85 ms [2020-12-21 07:17:06 main:581] : INFO : Epoch 793 | loss: 0.0311123 | val_loss: 0.0311328 | Time: 1982.75 ms [2020-12-21 07:17:08 main:581] : INFO : Epoch 794 | loss: 0.031113 | val_loss: 0.0311357 | Time: 1992.45 ms [2020-12-21 07:17:10 main:581] : INFO : Epoch 795 | loss: 0.0311157 | val_loss: 0.0311337 | Time: 1992.83 ms [2020-12-21 07:17:11 main:581] : INFO : Epoch 796 | loss: 0.0311105 | val_loss: 0.0311361 | Time: 1986.01 ms [2020-12-21 07:17:13 main:581] : INFO : Epoch 797 | loss: 0.031112 | val_loss: 0.0311349 | Time: 1995.29 ms [2020-12-21 07:17:15 main:581] : INFO : Epoch 798 | loss: 0.0311106 | val_loss: 0.0311349 | Time: 1990.26 ms [2020-12-21 07:17:17 main:581] : INFO : Epoch 799 | loss: 0.0311116 | val_loss: 0.0311364 | Time: 1991.29 ms [2020-12-21 07:17:19 main:581] : INFO : Epoch 800 | loss: 0.0311139 | val_loss: 0.0311352 | Time: 1999.03 ms [2020-12-21 07:17:21 main:581] : INFO : Epoch 801 | loss: 0.0311138 | val_loss: 0.0311364 | Time: 1978.59 ms [2020-12-21 07:17:23 main:581] : INFO : Epoch 802 | loss: 0.0311139 | val_loss: 0.0311372 | Time: 1990.24 ms [2020-12-21 07:17:25 main:581] : INFO : Epoch 803 | loss: 0.0311121 | val_loss: 0.03114 | Time: 2000.35 ms [2020-12-21 07:17:27 main:581] : INFO : Epoch 804 | loss: 0.0311143 | val_loss: 0.0311374 | Time: 1987.02 ms [2020-12-21 07:17:29 main:581] : INFO : Epoch 805 | loss: 0.0311161 | val_loss: 0.0311395 | Time: 1992.5 ms [2020-12-21 07:17:31 main:581] : INFO : Epoch 806 | loss: 0.0311098 | val_loss: 0.0311347 | Time: 1985.03 ms [2020-12-21 07:17:33 main:581] : INFO : Epoch 807 | loss: 0.0311118 | val_loss: 0.0311364 | Time: 1995.77 ms [2020-12-21 07:17:35 main:581] : INFO : Epoch 808 | loss: 0.0311111 | val_loss: 0.0311334 | Time: 1992.91 ms [2020-12-21 07:17:37 main:581] : INFO : Epoch 809 | loss: 0.0311092 | val_loss: 0.0311366 | Time: 1985.86 ms [2020-12-21 07:17:39 main:581] : INFO : Epoch 810 | loss: 0.031112 | val_loss: 0.0311337 | Time: 1997.36 ms [2020-12-21 07:17:41 main:581] : INFO : Epoch 811 | loss: 0.0311122 | val_loss: 0.0311379 | Time: 2004.56 ms [2020-12-21 07:17:43 main:581] : INFO : Epoch 812 | loss: 0.0311141 | val_loss: 0.0311376 | Time: 1995.96 ms [2020-12-21 07:17:45 main:581] : INFO : Epoch 813 | loss: 0.0311098 | val_loss: 0.0311359 | Time: 1986.67 ms [2020-12-21 07:17:47 main:581] : INFO : Epoch 814 | loss: 0.0311138 | val_loss: 0.0311341 | Time: 1995.98 ms [2020-12-21 07:17:49 main:581] : INFO : Epoch 815 | loss: 0.0311127 | val_loss: 0.0311422 | Time: 1999.88 ms [2020-12-21 07:17:51 main:581] : INFO : Epoch 816 | loss: 0.0311101 | val_loss: 0.0311372 | Time: 1995.88 ms [2020-12-21 07:17:53 main:581] : INFO : Epoch 817 | loss: 0.03111 | val_loss: 0.0311352 | Time: 1988.66 ms [2020-12-21 07:17:55 main:581] : INFO : Epoch 818 | loss: 0.0311085 | val_loss: 0.0311324 | Time: 1995.31 ms [2020-12-21 07:17:57 main:581] : INFO : Epoch 819 | loss: 0.0311104 | val_loss: 0.0311397 | Time: 1989.07 ms [2020-12-21 07:17:59 main:581] : INFO : Epoch 820 | loss: 0.0311113 | val_loss: 0.0311368 | Time: 2002.85 ms [2020-12-21 07:18:01 main:581] : INFO : Epoch 821 | loss: 0.0311076 | val_loss: 0.0311442 | Time: 1986.52 ms [2020-12-21 07:18:03 main:581] : INFO : Epoch 822 | loss: 0.0311115 | val_loss: 0.0311441 | Time: 1987.07 ms [2020-12-21 07:18:05 main:581] : INFO : Epoch 823 | loss: 0.0311072 | val_loss: 0.0311339 | Time: 1994.11 ms [2020-12-21 07:18:07 main:581] : INFO : Epoch 824 | loss: 0.031108 | val_loss: 0.0311366 | Time: 1985.66 ms [2020-12-21 07:18:09 main:581] : INFO : Epoch 825 | loss: 0.0311078 | val_loss: 0.0311356 | Time: 1995.6 ms [2020-12-21 07:18:11 main:581] : INFO : Epoch 826 | loss: 0.0311077 | val_loss: 0.0311374 | Time: 1988.9 ms [2020-12-21 07:18:13 main:581] : INFO : Epoch 827 | loss: 0.0311055 | val_loss: 0.0311332 | Time: 1996.41 ms [2020-12-21 07:18:15 main:581] : INFO : Epoch 828 | loss: 0.0311073 | val_loss: 0.0311357 | Time: 1984.09 ms [2020-12-21 07:18:17 main:581] : INFO : Epoch 829 | loss: 0.0311065 | val_loss: 0.0311341 | Time: 1987.68 ms [2020-12-21 07:18:19 main:581] : INFO : Epoch 830 | loss: 0.0311078 | val_loss: 0.0311329 | Time: 1993.45 ms [2020-12-21 07:18:21 main:581] : INFO : Epoch 831 | loss: 0.0311087 | val_loss: 0.0311392 | Time: 1986.75 ms [2020-12-21 07:18:23 main:581] : INFO : Epoch 832 | loss: 0.031109 | val_loss: 0.0311396 | Time: 1996.86 ms [2020-12-21 07:18:25 main:581] : INFO : Epoch 833 | loss: 0.0311079 | val_loss: 0.0311355 | Time: 1984.41 ms [2020-12-21 07:18:27 main:581] : INFO : Epoch 834 | loss: 0.0311122 | val_loss: 0.0311551 | Time: 1985.13 ms [2020-12-21 07:18:29 main:581] : INFO : Epoch 835 | loss: 0.0311184 | val_loss: 0.0311351 | Time: 1993.6 ms [2020-12-21 07:18:31 main:581] : INFO : Epoch 836 | loss: 0.0311119 | val_loss: 0.0311336 | Time: 1985.96 ms [2020-12-21 07:18:33 main:581] : INFO : Epoch 837 | loss: 0.0311111 | val_loss: 0.0311529 | Time: 1986.69 ms [2020-12-21 07:18:35 main:581] : INFO : Epoch 838 | loss: 0.0311103 | val_loss: 0.0311382 | Time: 1995.35 ms [2020-12-21 07:18:37 main:581] : INFO : Epoch 839 | loss: 0.0311089 | val_loss: 0.0311326 | Time: 1986.07 ms [2020-12-21 07:18:39 main:581] : INFO : Epoch 840 | loss: 0.0311086 | val_loss: 0.0311344 | Time: 1995.99 ms [2020-12-21 07:18:41 main:581] : INFO : Epoch 841 | loss: 0.0311066 | val_loss: 0.0311338 | Time: 1989.31 ms [2020-12-21 07:18:43 main:581] : INFO : Epoch 842 | loss: 0.0311066 | val_loss: 0.031132 | Time: 1986.66 ms [2020-12-21 07:18:45 main:581] : INFO : Epoch 843 | loss: 0.0311067 | val_loss: 0.0311369 | Time: 1995.12 ms [2020-12-21 07:18:47 main:581] : INFO : Epoch 844 | loss: 0.031111 | val_loss: 0.0311304 | Time: 1985.43 ms [2020-12-21 07:18:49 main:581] : INFO : Epoch 845 | loss: 0.0311102 | val_loss: 0.0311387 | Time: 1990.44 ms [2020-12-21 07:18:51 main:581] : INFO : Epoch 846 | loss: 0.0311161 | val_loss: 0.0311346 | Time: 1984.97 ms [2020-12-21 07:18:53 main:581] : INFO : Epoch 847 | loss: 0.0311098 | val_loss: 0.03115 | Time: 1977.36 ms [2020-12-21 07:18:55 main:581] : INFO : Epoch 848 | loss: 0.0311124 | val_loss: 0.0311345 | Time: 1993.05 ms [2020-12-21 07:18:57 main:581] : INFO : Epoch 849 | loss: 0.0311109 | val_loss: 0.0311427 | Time: 1987.15 ms [2020-12-21 07:18:59 main:581] : INFO : Epoch 850 | loss: 0.0311088 | val_loss: 0.0311417 | Time: 1985.43 ms [2020-12-21 07:19:01 main:581] : INFO : Epoch 851 | loss: 0.031117 | val_loss: 0.0311325 | Time: 1992.79 ms [2020-12-21 07:19:03 main:581] : INFO : Epoch 852 | loss: 0.0311148 | val_loss: 0.0311293 | Time: 1990.8 ms [2020-12-21 07:19:05 main:581] : INFO : Epoch 853 | loss: 0.031106 | val_loss: 0.0311338 | Time: 1981.4 ms [2020-12-21 07:19:07 main:581] : INFO : Epoch 854 | loss: 0.0311056 | val_loss: 0.03113 | Time: 2002.06 ms [2020-12-21 07:19:09 main:581] : INFO : Epoch 855 | loss: 0.0311055 | val_loss: 0.0311305 | Time: 1986.13 ms [2020-12-21 07:19:11 main:581] : INFO : Epoch 856 | loss: 0.0311049 | val_loss: 0.0311362 | Time: 1991.23 ms [2020-12-21 07:19:13 main:581] : INFO : Epoch 857 | loss: 0.0311036 | val_loss: 0.0311319 | Time: 1994.65 ms [2020-12-21 07:19:15 main:581] : INFO : Epoch 858 | loss: 0.0311025 | val_loss: 0.0311359 | Time: 1985.67 ms [2020-12-21 07:19:17 main:581] : INFO : Epoch 859 | loss: 0.0311067 | val_loss: 0.0311357 | Time: 1985.61 ms [2020-12-21 07:19:19 main:581] : INFO : Epoch 860 | loss: 0.0311083 | val_loss: 0.031142 | Time: 1995.54 ms [2020-12-21 07:19:21 main:581] : INFO : Epoch 861 | loss: 0.0311127 | val_loss: 0.0311555 | Time: 1977.89 ms [2020-12-21 07:19:23 main:581] : INFO : Epoch 862 | loss: 0.0311138 | val_loss: 0.0311348 | Time: 1994.3 ms [2020-12-21 07:19:25 main:581] : INFO : Epoch 863 | loss: 0.03111 | val_loss: 0.0311411 | Time: 1984.51 ms [2020-12-21 07:19:27 main:581] : INFO : Epoch 864 | loss: 0.0311063 | val_loss: 0.0311357 | Time: 1987.54 ms [2020-12-21 07:19:29 main:581] : INFO : Epoch 865 | loss: 0.0311103 | val_loss: 0.0311321 | Time: 1983.85 ms [2020-12-21 07:19:31 main:581] : INFO : Epoch 866 | loss: 0.0311056 | val_loss: 0.0311276 | Time: 1989.51 ms [2020-12-21 07:19:33 main:581] : INFO : Epoch 867 | loss: 0.0311032 | val_loss: 0.0311289 | Time: 1987.64 ms [2020-12-21 07:19:35 main:581] : INFO : Epoch 868 | loss: 0.0311035 | val_loss: 0.0311294 | Time: 1994.49 ms [2020-12-21 07:19:37 main:581] : INFO : Epoch 869 | loss: 0.0311046 | val_loss: 0.0311292 | Time: 1986.62 ms [2020-12-21 07:19:39 main:581] : INFO : Epoch 870 | loss: 0.0311034 | val_loss: 0.0311324 | Time: 1992.67 ms [2020-12-21 07:19:41 main:581] : INFO : Epoch 871 | loss: 0.0311058 | val_loss: 0.0311338 | Time: 1988.19 ms [2020-12-21 07:19:43 main:581] : INFO : Epoch 872 | loss: 0.0311045 | val_loss: 0.0311335 | Time: 1989.04 ms [2020-12-21 07:19:45 main:581] : INFO : Epoch 873 | loss: 0.0311084 | val_loss: 0.0311366 | Time: 1995.72 ms [2020-12-21 07:19:47 main:581] : INFO : Epoch 874 | loss: 0.0311092 | val_loss: 0.0311369 | Time: 1996.09 ms [2020-12-21 07:19:49 main:581] : INFO : Epoch 875 | loss: 0.0311149 | val_loss: 0.031153 | Time: 1989.05 ms [2020-12-21 07:19:51 main:581] : INFO : Epoch 876 | loss: 0.0311145 | val_loss: 0.0311423 | Time: 1988.6 ms [2020-12-21 07:19:53 main:581] : INFO : Epoch 877 | loss: 0.0311084 | val_loss: 0.0311314 | Time: 1984.44 ms [2020-12-21 07:19:55 main:581] : INFO : Epoch 878 | loss: 0.0311053 | val_loss: 0.0311333 | Time: 1985.95 ms [2020-12-21 07:19:57 main:581] : INFO : Epoch 879 | loss: 0.0311064 | val_loss: 0.0311364 | Time: 1994.97 ms [2020-12-21 07:19:59 main:581] : INFO : Epoch 880 | loss: 0.0311094 | val_loss: 0.0311299 | Time: 1977.15 ms [2020-12-21 07:20:01 main:581] : INFO : Epoch 881 | loss: 0.0311079 | val_loss: 0.0311282 | Time: 1986.91 ms [2020-12-21 07:20:03 main:581] : INFO : Epoch 882 | loss: 0.0311053 | val_loss: 0.0311353 | Time: 1984.25 ms [2020-12-21 07:20:05 main:581] : INFO : Epoch 883 | loss: 0.031106 | val_loss: 0.031131 | Time: 1995.2 ms [2020-12-21 07:20:07 main:581] : INFO : Epoch 884 | loss: 0.0311063 | val_loss: 0.0311311 | Time: 1984.89 ms [2020-12-21 07:20:09 main:581] : INFO : Epoch 885 | loss: 0.0311108 | val_loss: 0.0311335 | Time: 1985.07 ms [2020-12-21 07:20:11 main:581] : INFO : Epoch 886 | loss: 0.0311089 | val_loss: 0.0311336 | Time: 1993.4 ms [2020-12-21 07:20:13 main:581] : INFO : Epoch 887 | loss: 0.0311108 | val_loss: 0.0311312 | Time: 1986.68 ms [2020-12-21 07:20:15 main:581] : INFO : Epoch 888 | loss: 0.0311104 | val_loss: 0.031138 | Time: 1994.19 ms [2020-12-21 07:20:17 main:581] : INFO : Epoch 889 | loss: 0.0311101 | val_loss: 0.0311318 | Time: 1984.68 ms [2020-12-21 07:20:19 main:581] : INFO : Epoch 890 | loss: 0.0311069 | val_loss: 0.031136 | Time: 1985.61 ms [2020-12-21 07:20:21 main:581] : INFO : Epoch 891 | loss: 0.0311056 | val_loss: 0.0311318 | Time: 1997.25 ms [2020-12-21 07:20:23 main:581] : INFO : Epoch 892 | loss: 0.031107 | val_loss: 0.0311389 | Time: 1989.16 ms [2020-12-21 07:20:25 main:581] : INFO : Epoch 893 | loss: 0.0311094 | val_loss: 0.0311327 | Time: 1995.54 ms [2020-12-21 07:20:27 main:581] : INFO : Epoch 894 | loss: 0.0311121 | val_loss: 0.031141 | Time: 1994.47 ms [2020-12-21 07:20:29 main:581] : INFO : Epoch 895 | loss: 0.03111 | val_loss: 0.0311394 | Time: 1985.97 ms [2020-12-21 07:20:31 main:581] : INFO : Epoch 896 | loss: 0.0311058 | val_loss: 0.0311285 | Time: 1993.68 ms [2020-12-21 07:20:33 main:581] : INFO : Epoch 897 | loss: 0.0311046 | val_loss: 0.0311314 | Time: 1991.09 ms [2020-12-21 07:20:35 main:581] : INFO : Epoch 898 | loss: 0.0311096 | val_loss: 0.0311334 | Time: 1990.78 ms [2020-12-21 07:20:37 main:581] : INFO : Epoch 899 | loss: 0.0311069 | val_loss: 0.0311404 | Time: 1996.05 ms [2020-12-21 07:20:38 main:581] : INFO : Epoch 900 | loss: 0.0311062 | val_loss: 0.0311322 | Time: 1986.08 ms [2020-12-21 07:20:40 main:581] : INFO : Epoch 901 | loss: 0.0311137 | val_loss: 0.0311351 | Time: 1990.99 ms [2020-12-21 07:20:42 main:581] : INFO : Epoch 902 | loss: 0.0311096 | val_loss: 0.0311252 | Time: 1985.02 ms [2020-12-21 07:20:44 main:581] : INFO : Epoch 903 | loss: 0.0311026 | val_loss: 0.0311259 | Time: 1992.76 ms [2020-12-21 07:20:46 main:581] : INFO : Epoch 904 | loss: 0.0311032 | val_loss: 0.0311261 | Time: 1996.09 ms [2020-12-21 07:20:48 main:581] : INFO : Epoch 905 | loss: 0.0311025 | val_loss: 0.0311358 | Time: 1989.22 ms [2020-12-21 07:20:50 main:581] : INFO : Epoch 906 | loss: 0.0311038 | val_loss: 0.0311267 | Time: 1988.84 ms [2020-12-21 07:20:52 main:581] : INFO : Epoch 907 | loss: 0.0311068 | val_loss: 0.0311318 | Time: 1986.88 ms [2020-12-21 07:20:54 main:581] : INFO : Epoch 908 | loss: 0.0311054 | val_loss: 0.0311234 | Time: 1986.14 ms [2020-12-21 07:20:56 main:581] : INFO : Epoch 909 | loss: 0.0311058 | val_loss: 0.0311292 | Time: 1998.16 ms [2020-12-21 07:20:58 main:581] : INFO : Epoch 910 | loss: 0.0311057 | val_loss: 0.0311267 | Time: 1994.12 ms [2020-12-21 07:21:00 main:581] : INFO : Epoch 911 | loss: 0.0311045 | val_loss: 0.0311235 | Time: 2000.74 ms [2020-12-21 07:21:02 main:581] : INFO : Epoch 912 | loss: 0.0311062 | val_loss: 0.0311226 | Time: 1985.03 ms [2020-12-21 07:21:04 main:581] : INFO : Epoch 913 | loss: 0.0311092 | val_loss: 0.0311248 | Time: 1995.12 ms [2020-12-21 07:21:06 main:581] : INFO : Epoch 914 | loss: 0.0311118 | val_loss: 0.0311305 | Time: 1987.92 ms [2020-12-21 07:21:08 main:581] : INFO : Epoch 915 | loss: 0.031112 | val_loss: 0.0311282 | Time: 1986.17 ms [2020-12-21 07:21:10 main:581] : INFO : Epoch 916 | loss: 0.0311072 | val_loss: 0.0311311 | Time: 1993.96 ms [2020-12-21 07:21:12 main:581] : INFO : Epoch 917 | loss: 0.0311067 | val_loss: 0.0311295 | Time: 1985.43 ms [2020-12-21 07:21:14 main:581] : INFO : Epoch 918 | loss: 0.0311033 | val_loss: 0.0311269 | Time: 1993.55 ms [2020-12-21 07:21:16 main:581] : INFO : Epoch 919 | loss: 0.0311157 | val_loss: 0.0311273 | Time: 1995.06 ms [2020-12-21 07:21:18 main:581] : INFO : Epoch 920 | loss: 0.0311082 | val_loss: 0.0311348 | Time: 1987.35 ms [2020-12-21 07:21:20 main:581] : INFO : Epoch 921 | loss: 0.0311062 | val_loss: 0.0311294 | Time: 1995.19 ms [2020-12-21 07:21:22 main:581] : INFO : Epoch 922 | loss: 0.0311053 | val_loss: 0.0311384 | Time: 1994.51 ms [2020-12-21 07:21:24 main:581] : INFO : Epoch 923 | loss: 0.0311074 | val_loss: 0.0311319 | Time: 1992.52 ms [2020-12-21 07:21:26 main:581] : INFO : Epoch 924 | loss: 0.0311042 | val_loss: 0.0311306 | Time: 1990.36 ms [2020-12-21 07:21:28 main:581] : INFO : Epoch 925 | loss: 0.0311034 | val_loss: 0.0311329 | Time: 1986.51 ms [2020-12-21 07:21:30 main:581] : INFO : Epoch 926 | loss: 0.0311038 | val_loss: 0.031131 | Time: 1989.37 ms [2020-12-21 07:21:32 main:581] : INFO : Epoch 927 | loss: 0.0311043 | val_loss: 0.0311328 | Time: 1995.13 ms [2020-12-21 07:21:34 main:581] : INFO : Epoch 928 | loss: 0.0311057 | val_loss: 0.0311342 | Time: 1996.14 ms [2020-12-21 07:21:36 main:581] : INFO : Epoch 929 | loss: 0.0311024 | val_loss: 0.0311258 | Time: 1993.91 ms [2020-12-21 07:21:38 main:581] : INFO : Epoch 930 | loss: 0.0311029 | val_loss: 0.0311262 | Time: 2002.94 ms [2020-12-21 07:21:40 main:581] : INFO : Epoch 931 | loss: 0.0311041 | val_loss: 0.0311307 | Time: 2002.99 ms [2020-12-21 07:21:42 main:581] : INFO : Epoch 932 | loss: 0.031101 | val_loss: 0.0311312 | Time: 2000.26 ms [2020-12-21 07:21:44 main:581] : INFO : Epoch 933 | loss: 0.0311016 | val_loss: 0.0311281 | Time: 1995.12 ms [2020-12-21 07:21:46 main:581] : INFO : Epoch 934 | loss: 0.0311027 | val_loss: 0.0311259 | Time: 1988.17 ms [2020-12-21 07:21:48 main:581] : INFO : Epoch 935 | loss: 0.0311027 | val_loss: 0.0311271 | Time: 1984.78 ms [2020-12-21 07:21:50 main:581] : INFO : Epoch 936 | loss: 0.0311012 | val_loss: 0.0311333 | Time: 1986.61 ms [2020-12-21 07:21:52 main:581] : INFO : Epoch 937 | loss: 0.0311014 | val_loss: 0.0311385 | Time: 1994.44 ms [2020-12-21 07:21:54 main:581] : INFO : Epoch 938 | loss: 0.0311123 | val_loss: 0.0311301 | Time: 1987.97 ms [2020-12-21 07:21:56 main:581] : INFO : Epoch 939 | loss: 0.0311056 | val_loss: 0.031133 | Time: 1994.51 ms [2020-12-21 07:21:58 main:581] : INFO : Epoch 940 | loss: 0.0311016 | val_loss: 0.0311389 | Time: 1986.58 ms [2020-12-21 07:22:00 main:581] : INFO : Epoch 941 | loss: 0.0311043 | val_loss: 0.0311321 | Time: 1988.88 ms [2020-12-21 07:22:02 main:581] : INFO : Epoch 942 | loss: 0.0311007 | val_loss: 0.0311264 | Time: 1997.64 ms [2020-12-21 07:22:04 main:581] : INFO : Epoch 943 | loss: 0.0311002 | val_loss: 0.0311367 | Time: 1988.13 ms [2020-12-21 07:22:06 main:581] : INFO : Epoch 944 | loss: 0.031104 | val_loss: 0.0311285 | Time: 1999.27 ms [2020-12-21 07:22:08 main:581] : INFO : Epoch 945 | loss: 0.0311076 | val_loss: 0.0311315 | Time: 1999.64 ms [2020-12-21 07:22:10 main:581] : INFO : Epoch 946 | loss: 0.0311059 | val_loss: 0.0311317 | Time: 2001.18 ms [2020-12-21 07:22:12 main:581] : INFO : Epoch 947 | loss: 0.0311049 | val_loss: 0.0311376 | Time: 2000.25 ms [2020-12-21 07:22:14 main:581] : INFO : Epoch 948 | loss: 0.0311059 | val_loss: 0.0311313 | Time: 2000.91 ms [2020-12-21 07:22:16 main:581] : INFO : Epoch 949 | loss: 0.0311071 | val_loss: 0.0311285 | Time: 1994.28 ms [2020-12-21 07:22:18 main:581] : INFO : Epoch 950 | loss: 0.0311088 | val_loss: 0.0311317 | Time: 1988.46 ms [2020-12-21 07:22:20 main:581] : INFO : Epoch 951 | loss: 0.0311011 | val_loss: 0.0311296 | Time: 2002.8 ms [2020-12-21 07:22:22 main:581] : INFO : Epoch 952 | loss: 0.0311008 | val_loss: 0.0311293 | Time: 1988.17 ms [2020-12-21 07:22:24 main:581] : INFO : Epoch 953 | loss: 0.0310996 | val_loss: 0.0311269 | Time: 1999.64 ms [2020-12-21 07:22:26 main:581] : INFO : Epoch 954 | loss: 0.0311031 | val_loss: 0.0311321 | Time: 1985.58 ms [2020-12-21 07:22:28 main:581] : INFO : Epoch 955 | loss: 0.0311041 | val_loss: 0.0311317 | Time: 1992.66 ms [2020-12-21 07:22:30 main:581] : INFO : Epoch 956 | loss: 0.0311025 | val_loss: 0.0311338 | Time: 2003.89 ms [2020-12-21 07:22:32 main:581] : INFO : Epoch 957 | loss: 0.0311003 | val_loss: 0.0311321 | Time: 1998.49 ms [2020-12-21 07:22:34 main:581] : INFO : Epoch 958 | loss: 0.0310994 | val_loss: 0.0311302 | Time: 1989.29 ms [2020-12-21 07:22:36 main:581] : INFO : Epoch 959 | loss: 0.0310982 | val_loss: 0.0311274 | Time: 1995.63 ms [2020-12-21 07:22:38 main:581] : INFO : Epoch 960 | loss: 0.0311027 | val_loss: 0.0311333 | Time: 1995.48 ms [2020-12-21 07:22:40 main:581] : INFO : Epoch 961 | loss: 0.0311007 | val_loss: 0.0311291 | Time: 1998.25 ms [2020-12-21 07:22:42 main:581] : INFO : Epoch 962 | loss: 0.0310988 | val_loss: 0.0311283 | Time: 1996.15 ms [2020-12-21 07:22:44 main:581] : INFO : Epoch 963 | loss: 0.0311055 | val_loss: 0.0311268 | Time: 2008.61 ms [2020-12-21 07:22:46 main:581] : INFO : Epoch 964 | loss: 0.0311041 | val_loss: 0.0311312 | Time: 1997.58 ms [2020-12-21 07:22:48 main:581] : INFO : Epoch 965 | loss: 0.0311074 | val_loss: 0.0311288 | Time: 1992.07 ms [2020-12-21 07:22:50 main:581] : INFO : Epoch 966 | loss: 0.0311001 | val_loss: 0.0311351 | Time: 1997.63 ms [2020-12-21 07:22:52 main:581] : INFO : Epoch 967 | loss: 0.0311039 | val_loss: 0.0311429 | Time: 1989.37 ms [2020-12-21 07:22:54 main:581] : INFO : Epoch 968 | loss: 0.0311029 | val_loss: 0.0311264 | Time: 1995.71 ms [2020-12-21 07:22:56 main:581] : INFO : Epoch 969 | loss: 0.0311106 | val_loss: 0.0311854 | Time: 1984.14 ms [2020-12-21 07:22:58 main:581] : INFO : Epoch 970 | loss: 0.0312173 | val_loss: 0.0312757 | Time: 1984.98 ms [2020-12-21 07:23:00 main:581] : INFO : Epoch 971 | loss: 0.0781846 | val_loss: 0.0390659 | Time: 1991.97 ms [2020-12-21 07:23:02 main:581] : INFO : Epoch 972 | loss: 0.0359391 | val_loss: 0.0326699 | Time: 1997.11 ms [2020-12-21 07:23:04 main:581] : INFO : Epoch 973 | loss: 0.0319936 | val_loss: 0.0315577 | Time: 1990.28 ms [2020-12-21 07:23:06 main:581] : INFO : Epoch 974 | loss: 0.0313297 | val_loss: 0.031251 | Time: 1997.99 ms [2020-12-21 07:23:08 main:581] : INFO : Epoch 975 | loss: 0.0312379 | val_loss: 0.0312183 | Time: 1996.31 ms [2020-12-21 07:23:10 main:581] : INFO : Epoch 976 | loss: 0.0312147 | val_loss: 0.0312104 | Time: 1989.96 ms [2020-12-21 07:23:12 main:581] : INFO : Epoch 977 | loss: 0.0312073 | val_loss: 0.0312043 | Time: 1990.18 ms [2020-12-21 07:23:14 main:581] : INFO : Epoch 978 | loss: 0.0312021 | val_loss: 0.0311996 | Time: 1992.13 ms [2020-12-21 07:23:16 main:581] : INFO : Epoch 979 | loss: 0.0311978 | val_loss: 0.0311951 | Time: 1998.46 ms [2020-12-21 07:23:18 main:581] : INFO : Epoch 980 | loss: 0.0311931 | val_loss: 0.0311917 | Time: 1988.1 ms [2020-12-21 07:23:20 main:581] : INFO : Epoch 981 | loss: 0.0311898 | val_loss: 0.031188 | Time: 1990.54 ms [2020-12-21 07:23:22 main:581] : INFO : Epoch 982 | loss: 0.0311873 | val_loss: 0.0311871 | Time: 1984.52 ms [2020-12-21 07:23:24 main:581] : INFO : Epoch 983 | loss: 0.0311828 | val_loss: 0.0311802 | Time: 1991.99 ms [2020-12-21 07:23:26 main:581] : INFO : Epoch 984 | loss: 0.0311772 | val_loss: 0.0311748 | Time: 1994.51 ms [2020-12-21 07:23:28 main:581] : INFO : Epoch 985 | loss: 0.0311718 | val_loss: 0.03117 | Time: 1985.28 ms [2020-12-21 07:23:30 main:581] : INFO : Epoch 986 | loss: 0.0311673 | val_loss: 0.031167 | Time: 1989.35 ms [2020-12-21 07:23:32 main:581] : INFO : Epoch 987 | loss: 0.0311628 | val_loss: 0.0311632 | Time: 1995.42 ms [2020-12-21 07:23:34 main:581] : INFO : Epoch 988 | loss: 0.0311592 | val_loss: 0.0311595 | Time: 1985.43 ms [2020-12-21 07:23:36 main:581] : INFO : Epoch 989 | loss: 0.0311559 | val_loss: 0.0311578 | Time: 1995.58 ms [2020-12-21 07:23:38 main:581] : INFO : Epoch 990 | loss: 0.0311533 | val_loss: 0.0311562 | Time: 1985.66 ms [2020-12-21 07:23:40 main:581] : INFO : Epoch 991 | loss: 0.0311515 | val_loss: 0.031157 | Time: 1994.59 ms [2020-12-21 07:23:42 main:581] : INFO : Epoch 992 | loss: 0.0311479 | val_loss: 0.0311493 | Time: 1982.8 ms [2020-12-21 07:23:44 main:581] : INFO : Epoch 993 | loss: 0.0311448 | val_loss: 0.0311476 | Time: 1989.28 ms [2020-12-21 07:23:46 main:581] : INFO : Epoch 994 | loss: 0.0311429 | val_loss: 0.031146 | Time: 1988.84 ms [2020-12-21 07:23:48 main:581] : INFO : Epoch 995 | loss: 0.0311389 | val_loss: 0.0311431 | Time: 1998.91 ms [2020-12-21 07:23:50 main:581] : INFO : Epoch 996 | loss: 0.0311367 | val_loss: 0.0311423 | Time: 1995.04 ms [2020-12-21 07:23:52 main:581] : INFO : Epoch 997 | loss: 0.0311351 | val_loss: 0.0311407 | Time: 1993.93 ms [2020-12-21 07:23:54 main:581] : INFO : Epoch 998 | loss: 0.031134 | val_loss: 0.0311387 | Time: 1994.36 ms [2020-12-21 07:23:56 main:581] : INFO : Epoch 999 | loss: 0.0311328 | val_loss: 0.0311372 | Time: 1986.88 ms [2020-12-21 07:23:58 main:581] : INFO : Epoch 1000 | loss: 0.0311311 | val_loss: 0.0311373 | Time: 1993.19 ms [2020-12-21 07:24:00 main:581] : INFO : Epoch 1001 | loss: 0.0311311 | val_loss: 0.0311361 | Time: 1984.9 ms [2020-12-21 07:24:02 main:581] : INFO : Epoch 1002 | loss: 0.0311296 | val_loss: 0.0311357 | Time: 1995.87 ms [2020-12-21 07:24:04 main:581] : INFO : Epoch 1003 | loss: 0.0311295 | val_loss: 0.0311367 | Time: 1987.77 ms [2020-12-21 07:24:06 main:581] : INFO : Epoch 1004 | loss: 0.0311289 | val_loss: 0.031137 | Time: 1986.34 ms [2020-12-21 07:24:08 main:581] : INFO : Epoch 1005 | loss: 0.0311282 | val_loss: 0.031134 | Time: 1995.91 ms [2020-12-21 07:24:10 main:581] : INFO : Epoch 1006 | loss: 0.0311272 | val_loss: 0.031134 | Time: 1994.05 ms [2020-12-21 07:24:12 main:581] : INFO : Epoch 1007 | loss: 0.0311272 | val_loss: 0.0311341 | Time: 1988.05 ms [2020-12-21 07:24:14 main:581] : INFO : Epoch 1008 | loss: 0.0311271 | val_loss: 0.0311342 | Time: 1993.4 ms [2020-12-21 07:24:16 main:581] : INFO : Epoch 1009 | loss: 0.0311263 | val_loss: 0.0311344 | Time: 1986.24 ms [2020-12-21 07:24:18 main:581] : INFO : Epoch 1010 | loss: 0.0311257 | val_loss: 0.0311354 | Time: 1994.09 ms [2020-12-21 07:24:20 main:581] : INFO : Epoch 1011 | loss: 0.0311258 | val_loss: 0.0311341 | Time: 1988.64 ms [2020-12-21 07:24:22 main:581] : INFO : Epoch 1012 | loss: 0.0311276 | val_loss: 0.0311466 | Time: 1986.22 ms [2020-12-21 07:24:24 main:581] : INFO : Epoch 1013 | loss: 0.03113 | val_loss: 0.0311326 | Time: 1992.16 ms [2020-12-21 07:24:26 main:581] : INFO : Epoch 1014 | loss: 0.0311253 | val_loss: 0.0311329 | Time: 1984.03 ms [2020-12-21 07:24:28 main:581] : INFO : Epoch 1015 | loss: 0.0311241 | val_loss: 0.0311336 | Time: 1988.61 ms [2020-12-21 07:24:30 main:581] : INFO : Epoch 1016 | loss: 0.0311239 | val_loss: 0.0311333 | Time: 1983.79 ms [2020-12-21 07:24:32 main:581] : INFO : Epoch 1017 | loss: 0.0311253 | val_loss: 0.0311348 | Time: 1999.01 ms [2020-12-21 07:24:34 main:581] : INFO : Epoch 1018 | loss: 0.0311235 | val_loss: 0.0311326 | Time: 2003 ms [2020-12-21 07:24:36 main:581] : INFO : Epoch 1019 | loss: 0.0311224 | val_loss: 0.0311327 | Time: 2003.45 ms [2020-12-21 07:24:38 main:581] : INFO : Epoch 1020 | loss: 0.0311223 | val_loss: 0.0311331 | Time: 1995.27 ms [2020-12-21 07:24:40 main:581] : INFO : Epoch 1021 | loss: 0.0311222 | val_loss: 0.0311326 | Time: 1986.1 ms [2020-12-21 07:24:42 main:581] : INFO : Epoch 1022 | loss: 0.0311216 | val_loss: 0.0311359 | Time: 2002.42 ms [2020-12-21 07:24:44 main:581] : INFO : Epoch 1023 | loss: 0.0311228 | val_loss: 0.031134 | Time: 1998.79 ms [2020-12-21 07:24:46 main:581] : INFO : Epoch 1024 | loss: 0.0311238 | val_loss: 0.0311316 | Time: 1989.9 ms [2020-12-21 07:24:46 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311316 [2020-12-21 07:24:46 main:610] : INFO : Saving end state to config to file [2020-12-21 07:24:46 main:615] : INFO : Success, exiting.. 07:24:46 (3969752): 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)