Task 3169614
| Name | ParityMachine-1605152243-30812-6_0 |
| Workunit | 1467419 |
| Created | 3 Dec 2020, 19:31:22 UTC |
| Sent | 5 Dec 2020, 10:03:52 UTC |
| Report deadline | 12 Dec 2020, 10:03:52 UTC |
| Received | 9 Dec 2020, 13:01:16 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 574 |
| Run time | 43 min 3 sec |
| CPU time | 41 min 37 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 1,475.31 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.55 GB |
| Peak swap size | 3.45 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 514 | loss: 0.0312264 | val_loss: 0.031231 | Time: 2447.67 ms
[2020-12-09 13:40:03 main:574] : INFO : Epoch 515 | loss: 0.0312265 | val_loss: 0.0312299 | Time: 2387.74 ms
[2020-12-09 13:40:06 main:574] : INFO : Epoch 516 | loss: 0.0312263 | val_loss: 0.0312302 | Time: 2408.7 ms
[2020-12-09 13:40:08 main:574] : INFO : Epoch 517 | loss: 0.0312273 | val_loss: 0.0312365 | Time: 2412.88 ms
[2020-12-09 13:40:11 main:574] : INFO : Epoch 518 | loss: 0.0312277 | val_loss: 0.0312313 | Time: 2441.39 ms
[2020-12-09 13:40:13 main:574] : INFO : Epoch 519 | loss: 0.031227 | val_loss: 0.0312348 | Time: 2412.38 ms
[2020-12-09 13:40:15 main:574] : INFO : Epoch 520 | loss: 0.0312275 | val_loss: 0.0312324 | Time: 2411.56 ms
[2020-12-09 13:40:18 main:574] : INFO : Epoch 521 | loss: 0.0312278 | val_loss: 0.0312317 | Time: 2425.93 ms
[2020-12-09 13:40:20 main:574] : INFO : Epoch 522 | loss: 0.0312259 | val_loss: 0.0312321 | Time: 2506.1 ms
[2020-12-09 13:40:23 main:574] : INFO : Epoch 523 | loss: 0.0312267 | val_loss: 0.0312307 | Time: 2397.88 ms
[2020-12-09 13:40:25 main:574] : INFO : Epoch 524 | loss: 0.0312257 | val_loss: 0.0312321 | Time: 2397.46 ms
[2020-12-09 13:40:28 main:574] : INFO : Epoch 525 | loss: 0.031227 | val_loss: 0.0312299 | Time: 2409.6 ms
[2020-12-09 13:40:30 main:574] : INFO : Epoch 526 | loss: 0.0312256 | val_loss: 0.0312313 | Time: 2398.75 ms
[2020-12-09 13:40:33 main:574] : INFO : Epoch 527 | loss: 0.0312268 | val_loss: 0.0312341 | Time: 2442.55 ms
[2020-12-09 13:40:35 main:574] : INFO : Epoch 528 | loss: 0.0312259 | val_loss: 0.0312317 | Time: 2453.86 ms
[2020-12-09 13:40:38 main:574] : INFO : Epoch 529 | loss: 0.0312261 | val_loss: 0.03123 | Time: 2389.99 ms
[2020-12-09 13:40:40 main:574] : INFO : Epoch 530 | loss: 0.0312255 | val_loss: 0.0312302 | Time: 2448.19 ms
[2020-12-09 13:40:43 main:574] : INFO : Epoch 531 | loss: 0.0312254 | val_loss: 0.0312303 | Time: 2488.89 ms
[2020-12-09 13:40:45 main:574] : INFO : Epoch 532 | loss: 0.0312262 | val_loss: 0.0312304 | Time: 2414.53 ms
[2020-12-09 13:40:48 main:574] : INFO : Epoch 533 | loss: 0.0312261 | val_loss: 0.0312302 | Time: 2420.5 ms
[2020-12-09 13:40:50 main:574] : INFO : Epoch 534 | loss: 0.0312264 | val_loss: 0.0312303 | Time: 2466.82 ms
[2020-12-09 13:40:53 main:574] : INFO : Epoch 535 | loss: 0.0312255 | val_loss: 0.0312316 | Time: 2468.86 ms
[2020-12-09 13:40:55 main:574] : INFO : Epoch 536 | loss: 0.0312253 | val_loss: 0.0312314 | Time: 2426.03 ms
[2020-12-09 13:40:57 main:574] : INFO : Epoch 537 | loss: 0.0312266 | val_loss: 0.0312316 | Time: 2410.63 ms
[2020-12-09 13:41:00 main:574] : INFO : Epoch 538 | loss: 0.0312262 | val_loss: 0.0312303 | Time: 2459.08 ms
[2020-12-09 13:41:02 main:574] : INFO : Epoch 539 | loss: 0.0312255 | val_loss: 0.0312307 | Time: 2439.83 ms
[2020-12-09 13:41:05 main:574] : INFO : Epoch 540 | loss: 0.0312257 | val_loss: 0.0312302 | Time: 2435.56 ms
[2020-12-09 13:41:07 main:574] : INFO : Epoch 541 | loss: 0.0312258 | val_loss: 0.0312307 | Time: 2428.14 ms
[2020-12-09 13:41:10 main:574] : INFO : Epoch 542 | loss: 0.0312255 | val_loss: 0.0312302 | Time: 2411.3 ms
[2020-12-09 13:41:12 main:574] : INFO : Epoch 543 | loss: 0.0312258 | val_loss: 0.0312314 | Time: 2438.54 ms
[2020-12-09 13:41:15 main:574] : INFO : Epoch 544 | loss: 0.0312268 | val_loss: 0.031231 | Time: 2414.81 ms
[2020-12-09 13:41:17 main:574] : INFO : Epoch 545 | loss: 0.0312259 | val_loss: 0.0312304 | Time: 2416.88 ms
[2020-12-09 13:41:20 main:574] : INFO : Epoch 546 | loss: 0.0312276 | val_loss: 0.0312313 | Time: 2411.98 ms
[2020-12-09 13:41:22 main:574] : INFO : Epoch 547 | loss: 0.0312275 | val_loss: 0.0312302 | Time: 2434.82 ms
[2020-12-09 13:41:25 main:574] : INFO : Epoch 548 | loss: 0.0312265 | val_loss: 0.0312322 | Time: 2461.77 ms
[2020-12-09 13:41:27 main:574] : INFO : Epoch 549 | loss: 0.0312278 | val_loss: 0.0312342 | Time: 2395.35 ms
[2020-12-09 13:41:30 main:574] : INFO : Epoch 550 | loss: 0.0312267 | val_loss: 0.0312303 | Time: 2468.25 ms
[2020-12-09 13:41:32 main:574] : INFO : Epoch 551 | loss: 0.031226 | val_loss: 0.0312303 | Time: 2431.1 ms
[2020-12-09 13:41:34 main:574] : INFO : Epoch 552 | loss: 0.0312265 | val_loss: 0.031232 | Time: 2417.05 ms
[2020-12-09 13:41:37 main:574] : INFO : Epoch 553 | loss: 0.0312263 | val_loss: 0.0312304 | Time: 2421.64 ms
[2020-12-09 13:41:39 main:574] : INFO : Epoch 554 | loss: 0.0312257 | val_loss: 0.0312323 | Time: 2458.46 ms
[2020-12-09 13:41:42 main:574] : INFO : Epoch 555 | loss: 0.0312266 | val_loss: 0.0312314 | Time: 2441.28 ms
[2020-12-09 13:41:44 main:574] : INFO : Epoch 556 | loss: 0.0312264 | val_loss: 0.031232 | Time: 2416.17 ms
[2020-12-09 13:41:47 main:574] : INFO : Epoch 557 | loss: 0.0312259 | val_loss: 0.03123 | Time: 2390.59 ms
[2020-12-09 13:41:49 main:574] : INFO : Epoch 558 | loss: 0.0312257 | val_loss: 0.031231 | Time: 2408.16 ms
[2020-12-09 13:41:52 main:574] : INFO : Epoch 559 | loss: 0.0312258 | val_loss: 0.0312314 | Time: 2417.07 ms
[2020-12-09 13:41:54 main:574] : INFO : Epoch 560 | loss: 0.0312263 | val_loss: 0.0312309 | Time: 2427.17 ms
[2020-12-09 13:41:57 main:574] : INFO : Epoch 561 | loss: 0.0312265 | val_loss: 0.0312301 | Time: 2465.69 ms
[2020-12-09 13:41:59 main:574] : INFO : Epoch 562 | loss: 0.0312254 | val_loss: 0.0312315 | Time: 2436.63 ms
[2020-12-09 13:42:02 main:574] : INFO : Epoch 563 | loss: 0.0312258 | val_loss: 0.0312306 | Time: 2443.71 ms
[2020-12-09 13:42:04 main:574] : INFO : Epoch 564 | loss: 0.0312258 | val_loss: 0.0312318 | Time: 2433.76 ms
[2020-12-09 13:42:07 main:574] : INFO : Epoch 565 | loss: 0.0312267 | val_loss: 0.0312302 | Time: 2428.82 ms
[2020-12-09 13:42:09 main:574] : INFO : Epoch 566 | loss: 0.0312261 | val_loss: 0.0312315 | Time: 2435.34 ms
[2020-12-09 13:42:12 main:574] : INFO : Epoch 567 | loss: 0.0312257 | val_loss: 0.0312298 | Time: 2468.02 ms
[2020-12-09 13:42:14 main:574] : INFO : Epoch 568 | loss: 0.0312258 | val_loss: 0.0312312 | Time: 2459.69 ms
[2020-12-09 13:42:17 main:574] : INFO : Epoch 569 | loss: 0.0312271 | val_loss: 0.0312322 | Time: 2463.81 ms
[2020-12-09 13:42:19 main:574] : INFO : Epoch 570 | loss: 0.031227 | val_loss: 0.0312319 | Time: 2413.53 ms
[2020-12-09 13:42:22 main:574] : INFO : Epoch 571 | loss: 0.0312262 | val_loss: 0.0312308 | Time: 2484.68 ms
[2020-12-09 13:42:24 main:574] : INFO : Epoch 572 | loss: 0.0312269 | val_loss: 0.0312337 | Time: 2412.07 ms
[2020-12-09 13:42:27 main:574] : INFO : Epoch 573 | loss: 0.0312266 | val_loss: 0.031231 | Time: 2429.98 ms
[2020-12-09 13:42:29 main:574] : INFO : Epoch 574 | loss: 0.0312267 | val_loss: 0.031233 | Time: 2480.72 ms
[2020-12-09 13:42:32 main:574] : INFO : Epoch 575 | loss: 0.0312269 | val_loss: 0.0312305 | Time: 2444.33 ms
[2020-12-09 13:42:34 main:574] : INFO : Epoch 576 | loss: 0.0312273 | val_loss: 0.0312312 | Time: 2419.44 ms
[2020-12-09 13:42:36 main:574] : INFO : Epoch 577 | loss: 0.0312272 | val_loss: 0.0312318 | Time: 2396.81 ms
[2020-12-09 13:42:39 main:574] : INFO : Epoch 578 | loss: 0.0312265 | val_loss: 0.0312299 | Time: 2457.86 ms
[2020-12-09 13:42:41 main:574] : INFO : Epoch 579 | loss: 0.0312265 | val_loss: 0.0312347 | Time: 2397.58 ms
[2020-12-09 13:42:44 main:574] : INFO : Epoch 580 | loss: 0.0312268 | val_loss: 0.0312302 | Time: 2444.75 ms
[2020-12-09 13:42:46 main:574] : INFO : Epoch 581 | loss: 0.0312267 | val_loss: 0.031232 | Time: 2438.6 ms
[2020-12-09 13:42:49 main:574] : INFO : Epoch 582 | loss: 0.0312258 | val_loss: 0.03123 | Time: 2449.16 ms
[2020-12-09 13:42:51 main:574] : INFO : Epoch 583 | loss: 0.0312257 | val_loss: 0.0312304 | Time: 2470.01 ms
[2020-12-09 13:42:54 main:574] : INFO : Epoch 584 | loss: 0.0312256 | val_loss: 0.0312317 | Time: 2397.32 ms
[2020-12-09 13:42:56 main:574] : INFO : Epoch 585 | loss: 0.0312278 | val_loss: 0.0312337 | Time: 2445.48 ms
[2020-12-09 13:42:59 main:574] : INFO : Epoch 586 | loss: 0.0312262 | val_loss: 0.031231 | Time: 2426.37 ms
[2020-12-09 13:43:01 main:574] : INFO : Epoch 587 | loss: 0.0312262 | val_loss: 0.031232 | Time: 2446.74 ms
[2020-12-09 13:43:04 main:574] : INFO : Epoch 588 | loss: 0.0312268 | val_loss: 0.0312312 | Time: 2429.04 ms
[2020-12-09 13:43:06 main:574] : INFO : Epoch 589 | loss: 0.0312267 | val_loss: 0.0312306 | Time: 2405.8 ms
[2020-12-09 13:43:09 main:574] : INFO : Epoch 590 | loss: 0.0312261 | val_loss: 0.0312305 | Time: 2422.29 ms
[2020-12-09 13:43:11 main:574] : INFO : Epoch 591 | loss: 0.0312258 | val_loss: 0.0312306 | Time: 2417 ms
[2020-12-09 13:43:14 main:574] : INFO : Epoch 592 | loss: 0.0312258 | val_loss: 0.0312299 | Time: 2471.07 ms
[2020-12-09 13:43:16 main:574] : INFO : Epoch 593 | loss: 0.0312255 | val_loss: 0.031231 | Time: 2442 ms
[2020-12-09 13:43:19 main:574] : INFO : Epoch 594 | loss: 0.031226 | val_loss: 0.0312299 | Time: 2501.4 ms
[2020-12-09 13:43:21 main:574] : INFO : Epoch 595 | loss: 0.0312259 | val_loss: 0.0312313 | Time: 2515.85 ms
[2020-12-09 13:43:24 main:574] : INFO : Epoch 596 | loss: 0.0312257 | val_loss: 0.0312326 | Time: 2432.1 ms
[2020-12-09 13:43:26 main:574] : INFO : Epoch 597 | loss: 0.0312261 | val_loss: 0.0312316 | Time: 2429.26 ms
[2020-12-09 13:43:29 main:574] : INFO : Epoch 598 | loss: 0.0312256 | val_loss: 0.0312303 | Time: 2415.15 ms
[2020-12-09 13:43:31 main:574] : INFO : Epoch 599 | loss: 0.0312254 | val_loss: 0.0312317 | Time: 2473.46 ms
[2020-12-09 13:43:33 main:574] : INFO : Epoch 600 | loss: 0.0312261 | val_loss: 0.0312305 | Time: 2409.35 ms
[2020-12-09 13:43:36 main:574] : INFO : Epoch 601 | loss: 0.0312261 | val_loss: 0.0312317 | Time: 2453.33 ms
[2020-12-09 13:43:38 main:574] : INFO : Epoch 602 | loss: 0.0312278 | val_loss: 0.0312336 | Time: 2466.88 ms
[2020-12-09 13:43:41 main:574] : INFO : Epoch 603 | loss: 0.0312264 | val_loss: 0.0312303 | Time: 2432.4 ms
[2020-12-09 13:43:43 main:574] : INFO : Epoch 604 | loss: 0.0312255 | val_loss: 0.0312302 | Time: 2447.22 ms
[2020-12-09 13:43:46 main:574] : INFO : Epoch 605 | loss: 0.0312255 | val_loss: 0.0312305 | Time: 2391.95 ms
[2020-12-09 13:43:48 main:574] : INFO : Epoch 606 | loss: 0.0312257 | val_loss: 0.0312308 | Time: 2381.1 ms
[2020-12-09 13:43:51 main:574] : INFO : Epoch 607 | loss: 0.0312257 | val_loss: 0.0312301 | Time: 2477.79 ms
[2020-12-09 13:43:53 main:574] : INFO : Epoch 608 | loss: 0.0312257 | val_loss: 0.0312308 | Time: 2441.73 ms
[2020-12-09 13:43:56 main:574] : INFO : Epoch 609 | loss: 0.0312262 | val_loss: 0.0312305 | Time: 2438.55 ms
[2020-12-09 13:43:58 main:574] : INFO : Epoch 610 | loss: 0.0312259 | val_loss: 0.0312306 | Time: 2442.95 ms
[2020-12-09 13:44:01 main:574] : INFO : Epoch 611 | loss: 0.031226 | val_loss: 0.031232 | Time: 2473.38 ms
[2020-12-09 13:44:03 main:574] : INFO : Epoch 612 | loss: 0.0312276 | val_loss: 0.0312316 | Time: 2501.32 ms
[2020-12-09 13:44:06 main:574] : INFO : Epoch 613 | loss: 0.0312263 | val_loss: 0.0312299 | Time: 2406.97 ms
[2020-12-09 13:44:08 main:574] : INFO : Epoch 614 | loss: 0.031226 | val_loss: 0.0312315 | Time: 2476.53 ms
[2020-12-09 13:44:11 main:574] : INFO : Epoch 615 | loss: 0.0312258 | val_loss: 0.0312306 | Time: 2442.02 ms
[2020-12-09 13:44:13 main:574] : INFO : Epoch 616 | loss: 0.0312254 | val_loss: 0.0312304 | Time: 2414.19 ms
[2020-12-09 13:44:16 main:574] : INFO : Epoch 617 | loss: 0.0312259 | val_loss: 0.0312333 | Time: 2446.65 ms
[2020-12-09 13:44:18 main:574] : INFO : Epoch 618 | loss: 0.0312272 | val_loss: 0.0312317 | Time: 2413.59 ms
[2020-12-09 13:44:21 main:574] : INFO : Epoch 619 | loss: 0.0312316 | val_loss: 0.0312343 | Time: 2494.55 ms
[2020-12-09 13:44:23 main:574] : INFO : Epoch 620 | loss: 0.0312314 | val_loss: 0.0312344 | Time: 2386.69 ms
[2020-12-09 13:44:26 main:574] : INFO : Epoch 621 | loss: 0.0312283 | val_loss: 0.0312313 | Time: 2431.08 ms
[2020-12-09 13:44:28 main:574] : INFO : Epoch 622 | loss: 0.0312263 | val_loss: 0.031232 | Time: 2422.99 ms
[2020-12-09 13:44:31 main:574] : INFO : Epoch 623 | loss: 0.0312256 | val_loss: 0.0312312 | Time: 2432.48 ms
[2020-12-09 13:44:33 main:574] : INFO : Epoch 624 | loss: 0.0312258 | val_loss: 0.0312311 | Time: 2394.48 ms
[2020-12-09 13:44:35 main:574] : INFO : Epoch 625 | loss: 0.0312256 | val_loss: 0.0312308 | Time: 2448.61 ms
[2020-12-09 13:44:38 main:574] : INFO : Epoch 626 | loss: 0.0312255 | val_loss: 0.0312307 | Time: 2447.63 ms
[2020-12-09 13:44:40 main:574] : INFO : Epoch 627 | loss: 0.0312255 | val_loss: 0.0312317 | Time: 2418.41 ms
[2020-12-09 13:44:43 main:574] : INFO : Epoch 628 | loss: 0.0312256 | val_loss: 0.0312302 | Time: 2423.13 ms
[2020-12-09 13:44:45 main:574] : INFO : Epoch 629 | loss: 0.0312262 | val_loss: 0.0312301 | Time: 2401.72 ms
[2020-12-09 13:44:48 main:574] : INFO : Epoch 630 | loss: 0.0312254 | val_loss: 0.0312307 | Time: 2434.26 ms
[2020-12-09 13:44:50 main:574] : INFO : Epoch 631 | loss: 0.0312257 | val_loss: 0.0312301 | Time: 2412.18 ms
[2020-12-09 13:44:53 main:574] : INFO : Epoch 632 | loss: 0.0312256 | val_loss: 0.0312308 | Time: 2444.49 ms
[2020-12-09 13:44:55 main:574] : INFO : Epoch 633 | loss: 0.0312254 | val_loss: 0.0312305 | Time: 2406.64 ms
[2020-12-09 13:44:58 main:574] : INFO : Epoch 634 | loss: 0.0312255 | val_loss: 0.0312301 | Time: 2446.67 ms
[2020-12-09 13:45:00 main:574] : INFO : Epoch 635 | loss: 0.0312263 | val_loss: 0.03123 | Time: 2433.49 ms
[2020-12-09 13:45:03 main:574] : INFO : Epoch 636 | loss: 0.0312261 | val_loss: 0.0312319 | Time: 2453.49 ms
[2020-12-09 13:45:05 main:574] : INFO : Epoch 637 | loss: 0.0312268 | val_loss: 0.03123 | Time: 2442.42 ms
[2020-12-09 13:45:08 main:574] : INFO : Epoch 638 | loss: 0.0312266 | val_loss: 0.0312302 | Time: 2441.31 ms
[2020-12-09 13:45:10 main:574] : INFO : Epoch 639 | loss: 0.0312259 | val_loss: 0.0312307 | Time: 2453.61 ms
[2020-12-09 13:45:13 main:574] : INFO : Epoch 640 | loss: 0.0312261 | val_loss: 0.0312316 | Time: 2443.6 ms
[2020-12-09 13:45:15 main:574] : INFO : Epoch 641 | loss: 0.0312264 | val_loss: 0.0312332 | Time: 2481.29 ms
[2020-12-09 13:45:18 main:574] : INFO : Epoch 642 | loss: 0.0312269 | val_loss: 0.0312302 | Time: 2461.77 ms
[2020-12-09 13:45:20 main:574] : INFO : Epoch 643 | loss: 0.0312272 | val_loss: 0.0312387 | Time: 2413.72 ms
[2020-12-09 13:45:22 main:574] : INFO : Epoch 644 | loss: 0.0312491 | val_loss: 0.0313034 | Time: 2462.17 ms
[2020-12-09 13:45:25 main:574] : INFO : Epoch 645 | loss: 0.0314506 | val_loss: 0.0313233 | Time: 2469.37 ms
[2020-12-09 13:45:27 main:574] : INFO : Epoch 646 | loss: 0.0315082 | val_loss: 0.0315967 | Time: 2463.07 ms
[2020-12-09 13:45:30 main:574] : INFO : Epoch 647 | loss: 0.0313259 | val_loss: 0.0312571 | Time: 2471.97 ms
[2020-12-09 13:45:32 main:574] : INFO : Epoch 648 | loss: 0.0312435 | val_loss: 0.0312392 | Time: 2428.38 ms
[2020-12-09 13:45:35 main:574] : INFO : Epoch 649 | loss: 0.0312336 | val_loss: 0.0312378 | Time: 2425.14 ms
[2020-12-09 13:45:37 main:574] : INFO : Epoch 650 | loss: 0.0312298 | val_loss: 0.0312338 | Time: 2473.29 ms
[2020-12-09 13:45:40 main:574] : INFO : Epoch 651 | loss: 0.0312269 | val_loss: 0.0312305 | Time: 2397.61 ms
[2020-12-09 13:45:42 main:574] : INFO : Epoch 652 | loss: 0.031227 | val_loss: 0.0312333 | Time: 2412.67 ms
[2020-12-09 13:45:45 main:574] : INFO : Epoch 653 | loss: 0.0312274 | val_loss: 0.031233 | Time: 2443.92 ms
[2020-12-09 13:45:47 main:574] : INFO : Epoch 654 | loss: 0.031227 | val_loss: 0.0312316 | Time: 2456.84 ms
[2020-12-09 13:45:50 main:574] : INFO : Epoch 655 | loss: 0.0312285 | val_loss: 0.0312364 | Time: 2402.55 ms
[2020-12-09 13:45:52 main:574] : INFO : Epoch 656 | loss: 0.0312281 | val_loss: 0.0312304 | Time: 2414.34 ms
[2020-12-09 13:45:55 main:574] : INFO : Epoch 657 | loss: 0.031226 | val_loss: 0.0312304 | Time: 2448.85 ms
[2020-12-09 13:45:57 main:574] : INFO : Epoch 658 | loss: 0.0312265 | val_loss: 0.0312313 | Time: 2426.44 ms
[2020-12-09 13:46:00 main:574] : INFO : Epoch 659 | loss: 0.031227 | val_loss: 0.0312336 | Time: 2442.83 ms
[2020-12-09 13:46:02 main:574] : INFO : Epoch 660 | loss: 0.0312262 | val_loss: 0.0312322 | Time: 2416.88 ms
[2020-12-09 13:46:04 main:574] : INFO : Epoch 661 | loss: 0.0312261 | val_loss: 0.0312302 | Time: 2403.93 ms
[2020-12-09 13:46:07 main:574] : INFO : Epoch 662 | loss: 0.0312257 | val_loss: 0.0312318 | Time: 2428.79 ms
[2020-12-09 13:46:09 main:574] : INFO : Epoch 663 | loss: 0.0312264 | val_loss: 0.0312306 | Time: 2436.66 ms
[2020-12-09 13:46:12 main:574] : INFO : Epoch 664 | loss: 0.0312257 | val_loss: 0.0312312 | Time: 2470.48 ms
[2020-12-09 13:46:14 main:574] : INFO : Epoch 665 | loss: 0.0312258 | val_loss: 0.0312303 | Time: 2443.08 ms
[2020-12-09 13:46:17 main:574] : INFO : Epoch 666 | loss: 0.0312262 | val_loss: 0.0312306 | Time: 2433.3 ms
[2020-12-09 13:46:19 main:574] : INFO : Epoch 667 | loss: 0.031226 | val_loss: 0.0312303 | Time: 2438.44 ms
[2020-12-09 13:46:22 main:574] : INFO : Epoch 668 | loss: 0.0312259 | val_loss: 0.0312304 | Time: 2513.18 ms
[2020-12-09 13:46:24 main:574] : INFO : Epoch 669 | loss: 0.0312255 | val_loss: 0.0312302 | Time: 2418.72 ms
[2020-12-09 13:46:27 main:574] : INFO : Epoch 670 | loss: 0.0312258 | val_loss: 0.0312302 | Time: 2485.38 ms
[2020-12-09 13:46:29 main:574] : INFO : Epoch 671 | loss: 0.0312259 | val_loss: 0.0312308 | Time: 2435.06 ms
[2020-12-09 13:46:32 main:574] : INFO : Epoch 672 | loss: 0.0312258 | val_loss: 0.0312314 | Time: 2411.23 ms
[2020-12-09 13:46:34 main:574] : INFO : Epoch 673 | loss: 0.0312261 | val_loss: 0.0312304 | Time: 2473.74 ms
[2020-12-09 13:46:37 main:574] : INFO : Epoch 674 | loss: 0.0312256 | val_loss: 0.0312306 | Time: 2479.77 ms
[2020-12-09 13:46:39 main:574] : INFO : Epoch 675 | loss: 0.0312265 | val_loss: 0.0312304 | Time: 2419.65 ms
[2020-12-09 13:46:42 main:574] : INFO : Epoch 676 | loss: 0.0312268 | val_loss: 0.0312304 | Time: 2526.68 ms
[2020-12-09 13:46:44 main:574] : INFO : Epoch 677 | loss: 0.0312262 | val_loss: 0.0312314 | Time: 2416.71 ms
[2020-12-09 13:46:47 main:574] : INFO : Epoch 678 | loss: 0.0312261 | val_loss: 0.0312303 | Time: 2433.41 ms
[2020-12-09 13:46:49 main:574] : INFO : Epoch 679 | loss: 0.0312257 | val_loss: 0.0312301 | Time: 2494.79 ms
[2020-12-09 13:46:52 main:574] : INFO : Epoch 680 | loss: 0.031226 | val_loss: 0.0312313 | Time: 2442.54 ms
[2020-12-09 13:46:54 main:574] : INFO : Epoch 681 | loss: 0.0312259 | val_loss: 0.0312311 | Time: 2446.08 ms
[2020-12-09 13:46:57 main:574] : INFO : Epoch 682 | loss: 0.0312267 | val_loss: 0.0312305 | Time: 2433.7 ms
[2020-12-09 13:46:59 main:574] : INFO : Epoch 683 | loss: 0.0312258 | val_loss: 0.0312308 | Time: 2417.33 ms
[2020-12-09 13:47:02 main:574] : INFO : Epoch 684 | loss: 0.0312269 | val_loss: 0.0312316 | Time: 2426.78 ms
[2020-12-09 13:47:04 main:574] : INFO : Epoch 685 | loss: 0.0312261 | val_loss: 0.031231 | Time: 2488.37 ms
[2020-12-09 13:47:07 main:574] : INFO : Epoch 686 | loss: 0.0312255 | val_loss: 0.0312299 | Time: 2489.68 ms
[2020-12-09 13:47:09 main:574] : INFO : Epoch 687 | loss: 0.0312256 | val_loss: 0.0312301 | Time: 2436.3 ms
[2020-12-09 13:47:12 main:574] : INFO : Epoch 688 | loss: 0.031226 | val_loss: 0.0312331 | Time: 2435.87 ms
[2020-12-09 13:47:14 main:574] : INFO : Epoch 689 | loss: 0.0312274 | val_loss: 0.0312316 | Time: 2414.34 ms
[2020-12-09 13:47:17 main:574] : INFO : Epoch 690 | loss: 0.0312264 | val_loss: 0.0312317 | Time: 2402.61 ms
[2020-12-09 13:47:19 main:574] : INFO : Epoch 691 | loss: 0.0312275 | val_loss: 0.0312334 | Time: 2440.27 ms
[2020-12-09 13:47:22 main:574] : INFO : Epoch 692 | loss: 0.0312263 | val_loss: 0.0312305 | Time: 2418.14 ms
[2020-12-09 13:47:24 main:574] : INFO : Epoch 693 | loss: 0.031226 | val_loss: 0.0312314 | Time: 2478.53 ms
[2020-12-09 13:47:27 main:574] : INFO : Epoch 694 | loss: 0.0312255 | val_loss: 0.0312299 | Time: 2457.86 ms
[2020-12-09 13:47:29 main:574] : INFO : Epoch 695 | loss: 0.0312254 | val_loss: 0.0312299 | Time: 2436.31 ms
[2020-12-09 13:47:32 main:574] : INFO : Epoch 696 | loss: 0.0312265 | val_loss: 0.0312312 | Time: 2427.26 ms
[2020-12-09 13:47:34 main:574] : INFO : Epoch 697 | loss: 0.0312265 | val_loss: 0.0312308 | Time: 2458.71 ms
[2020-12-09 13:47:36 main:574] : INFO : Epoch 698 | loss: 0.0312255 | val_loss: 0.0312301 | Time: 2413.79 ms
[2020-12-09 13:47:39 main:574] : INFO : Epoch 699 | loss: 0.0312267 | val_loss: 0.0312307 | Time: 2466.88 ms
[2020-12-09 13:47:41 main:574] : INFO : Epoch 700 | loss: 0.0312258 | val_loss: 0.0312316 | Time: 2401.5 ms
[2020-12-09 13:47:44 main:574] : INFO : Epoch 701 | loss: 0.0312258 | val_loss: 0.0312303 | Time: 2483.08 ms
[2020-12-09 13:47:46 main:574] : INFO : Epoch 702 | loss: 0.0312258 | val_loss: 0.0312316 | Time: 2402.81 ms
[2020-12-09 13:47:49 main:574] : INFO : Epoch 703 | loss: 0.031226 | val_loss: 0.0312318 | Time: 2416.48 ms
[2020-12-09 13:47:51 main:574] : INFO : Epoch 704 | loss: 0.031227 | val_loss: 0.0312316 | Time: 2444.52 ms
[2020-12-09 13:47:54 main:574] : INFO : Epoch 705 | loss: 0.0312263 | val_loss: 0.0312313 | Time: 2418.16 ms
[2020-12-09 13:47:56 main:574] : INFO : Epoch 706 | loss: 0.0312256 | val_loss: 0.0312306 | Time: 2451.29 ms
[2020-12-09 13:47:59 main:574] : INFO : Epoch 707 | loss: 0.0312253 | val_loss: 0.03123 | Time: 2547.39 ms
[2020-12-09 13:48:01 main:574] : INFO : Epoch 708 | loss: 0.0312266 | val_loss: 0.0312302 | Time: 2426.72 ms
[2020-12-09 13:48:04 main:574] : INFO : Epoch 709 | loss: 0.0312272 | val_loss: 0.0312301 | Time: 2469.77 ms
[2020-12-09 13:48:06 main:574] : INFO : Epoch 710 | loss: 0.0312258 | val_loss: 0.0312311 | Time: 2458.55 ms
[2020-12-09 13:48:09 main:574] : INFO : Epoch 711 | loss: 0.0312255 | val_loss: 0.0312303 | Time: 2498.31 ms
[2020-12-09 13:48:11 main:574] : INFO : Epoch 712 | loss: 0.0312268 | val_loss: 0.031231 | Time: 2412.51 ms
[2020-12-09 13:48:14 main:574] : INFO : Epoch 713 | loss: 0.0312265 | val_loss: 0.0312316 | Time: 2473.42 ms
[2020-12-09 13:48:16 main:574] : INFO : Epoch 714 | loss: 0.0312267 | val_loss: 0.0312323 | Time: 2430.59 ms
[2020-12-09 13:48:19 main:574] : INFO : Epoch 715 | loss: 0.0312258 | val_loss: 0.03123 | Time: 2434.85 ms
[2020-12-09 13:48:21 main:574] : INFO : Epoch 716 | loss: 0.0312256 | val_loss: 0.0312323 | Time: 2461.61 ms
[2020-12-09 13:48:24 main:574] : INFO : Epoch 717 | loss: 0.0312258 | val_loss: 0.03123 | Time: 2489.42 ms
[2020-12-09 13:48:26 main:574] : INFO : Epoch 718 | loss: 0.0312262 | val_loss: 0.0312301 | Time: 2451.14 ms
[2020-12-09 13:48:29 main:574] : INFO : Epoch 719 | loss: 0.0312259 | val_loss: 0.0312305 | Time: 2431.32 ms
[2020-12-09 13:48:31 main:574] : INFO : Epoch 720 | loss: 0.0312255 | val_loss: 0.0312301 | Time: 2449.44 ms
[2020-12-09 13:48:34 main:574] : INFO : Epoch 721 | loss: 0.0312255 | val_loss: 0.0312306 | Time: 2459.42 ms
[2020-12-09 13:48:36 main:574] : INFO : Epoch 722 | loss: 0.031226 | val_loss: 0.0312308 | Time: 2426.51 ms
[2020-12-09 13:48:39 main:574] : INFO : Epoch 723 | loss: 0.0312261 | val_loss: 0.0312305 | Time: 2431.32 ms
[2020-12-09 13:48:41 main:574] : INFO : Epoch 724 | loss: 0.0312269 | val_loss: 0.0312317 | Time: 2445.01 ms
[2020-12-09 13:48:44 main:574] : INFO : Epoch 725 | loss: 0.0312255 | val_loss: 0.0312301 | Time: 2458.1 ms
[2020-12-09 13:48:46 main:574] : INFO : Epoch 726 | loss: 0.0312258 | val_loss: 0.0312313 | Time: 2459.53 ms
[2020-12-09 13:48:49 main:574] : INFO : Epoch 727 | loss: 0.031226 | val_loss: 0.0312298 | Time: 2429.61 ms
[2020-12-09 13:48:51 main:574] : INFO : Epoch 728 | loss: 0.0312256 | val_loss: 0.03123 | Time: 2440.77 ms
[2020-12-09 13:48:54 main:574] : INFO : Epoch 729 | loss: 0.0312253 | val_loss: 0.03123 | Time: 2425.17 ms
[2020-12-09 13:48:56 main:574] : INFO : Epoch 730 | loss: 0.0312256 | val_loss: 0.03123 | Time: 2446.24 ms
[2020-12-09 13:48:59 main:574] : INFO : Epoch 731 | loss: 0.0312254 | val_loss: 0.03123 | Time: 2444.05 ms
[2020-12-09 13:49:01 main:574] : INFO : Epoch 732 | loss: 0.0312256 | val_loss: 0.0312301 | Time: 2408.53 ms
[2020-12-09 13:49:03 main:574] : INFO : Epoch 733 | loss: 0.0312257 | val_loss: 0.0312306 | Time: 2430.88 ms
[2020-12-09 13:49:06 main:574] : INFO : Epoch 734 | loss: 0.0312254 | val_loss: 0.0312299 | Time: 2453.58 ms
[2020-12-09 13:49:08 main:574] : INFO : Epoch 735 | loss: 0.0312262 | val_loss: 0.0312321 | Time: 2400.56 ms
[2020-12-09 13:49:11 main:574] : INFO : Epoch 736 | loss: 0.0312257 | val_loss: 0.03123 | Time: 2452.48 ms
[2020-12-09 13:49:13 main:574] : INFO : Epoch 737 | loss: 0.0312253 | val_loss: 0.0312309 | Time: 2450.4 ms
[2020-12-09 13:49:16 main:574] : INFO : Epoch 738 | loss: 0.0312255 | val_loss: 0.0312302 | Time: 2449.79 ms
[2020-12-09 13:49:18 main:574] : INFO : Epoch 739 | loss: 0.0312256 | val_loss: 0.0312323 | Time: 2429 ms
[2020-12-09 13:49:21 main:574] : INFO : Epoch 740 | loss: 0.0312264 | val_loss: 0.031233 | Time: 2403.2 ms
[2020-12-09 13:49:23 main:574] : INFO : Epoch 741 | loss: 0.0312263 | val_loss: 0.0312318 | Time: 2425.72 ms
[2020-12-09 13:49:26 main:574] : INFO : Epoch 742 | loss: 0.0312257 | val_loss: 0.0312331 | Time: 2442.88 ms
[2020-12-09 13:49:28 main:574] : INFO : Epoch 743 | loss: 0.0312263 | val_loss: 0.0312321 | Time: 2503.39 ms
[2020-12-09 13:49:31 main:574] : INFO : Epoch 744 | loss: 0.0312263 | val_loss: 0.0312309 | Time: 2413.77 ms
[2020-12-09 13:49:33 main:574] : INFO : Epoch 745 | loss: 0.0312254 | val_loss: 0.0312303 | Time: 2432.1 ms
[2020-12-09 13:49:36 main:574] : INFO : Epoch 746 | loss: 0.0312262 | val_loss: 0.0312311 | Time: 2409.97 ms
[2020-12-09 13:49:38 main:574] : INFO : Epoch 747 | loss: 0.0312265 | val_loss: 0.0312321 | Time: 2406.44 ms
[2020-12-09 13:49:41 main:574] : INFO : Epoch 748 | loss: 0.0312264 | val_loss: 0.031231 | Time: 2421.04 ms
[2020-12-09 13:49:43 main:574] : INFO : Epoch 749 | loss: 0.0312255 | val_loss: 0.0312299 | Time: 2462.75 ms
[2020-12-09 13:49:46 main:574] : INFO : Epoch 750 | loss: 0.0312257 | val_loss: 0.0312303 | Time: 2436.95 ms
[2020-12-09 13:49:48 main:574] : INFO : Epoch 751 | loss: 0.0312261 | val_loss: 0.0312299 | Time: 2422.5 ms
[2020-12-09 13:49:51 main:574] : INFO : Epoch 752 | loss: 0.0312255 | val_loss: 0.0312306 | Time: 2461.9 ms
[2020-12-09 13:49:53 main:574] : INFO : Epoch 753 | loss: 0.0312262 | val_loss: 0.0312313 | Time: 2417.5 ms
[2020-12-09 13:49:55 main:574] : INFO : Epoch 754 | loss: 0.0312258 | val_loss: 0.0312303 | Time: 2434 ms
[2020-12-09 13:49:58 main:574] : INFO : Epoch 755 | loss: 0.031226 | val_loss: 0.0312326 | Time: 2490.09 ms
[2020-12-09 13:50:00 main:574] : INFO : Epoch 756 | loss: 0.0312264 | val_loss: 0.0312304 | Time: 2409.02 ms
[2020-12-09 13:50:03 main:574] : INFO : Epoch 757 | loss: 0.0312255 | val_loss: 0.0312297 | Time: 2392.18 ms
[2020-12-09 13:50:05 main:574] : INFO : Epoch 758 | loss: 0.0312255 | val_loss: 0.0312325 | Time: 2395.16 ms
[2020-12-09 13:50:08 main:574] : INFO : Epoch 759 | loss: 0.0312271 | val_loss: 0.0312329 | Time: 2397.71 ms
[2020-12-09 13:50:10 main:574] : INFO : Epoch 760 | loss: 0.0312288 | val_loss: 0.0312342 | Time: 2493.71 ms
[2020-12-09 13:50:13 main:574] : INFO : Epoch 761 | loss: 0.0312265 | val_loss: 0.0312309 | Time: 2398.74 ms
[2020-12-09 13:50:15 main:574] : INFO : Epoch 762 | loss: 0.0312258 | val_loss: 0.0312305 | Time: 2406.12 ms
[2020-12-09 13:50:18 main:574] : INFO : Epoch 763 | loss: 0.0312263 | val_loss: 0.0312313 | Time: 2409.45 ms
[2020-12-09 13:50:20 main:574] : INFO : Epoch 764 | loss: 0.0312261 | val_loss: 0.0312298 | Time: 2453.87 ms
[2020-12-09 13:50:23 main:574] : INFO : Epoch 765 | loss: 0.0312258 | val_loss: 0.03123 | Time: 2467.45 ms
[2020-12-09 13:50:25 main:574] : INFO : Epoch 766 | loss: 0.0312259 | val_loss: 0.0312311 | Time: 2474.71 ms
[2020-12-09 13:50:28 main:574] : INFO : Epoch 767 | loss: 0.0312255 | val_loss: 0.0312307 | Time: 2427.28 ms
[2020-12-09 13:50:30 main:574] : INFO : Epoch 768 | loss: 0.0312257 | val_loss: 0.0312313 | Time: 2426.43 ms
[2020-12-09 13:50:32 main:574] : INFO : Epoch 769 | loss: 0.031227 | val_loss: 0.031236 | Time: 2403.38 ms
[2020-12-09 13:50:35 main:574] : INFO : Epoch 770 | loss: 0.031228 | val_loss: 0.0312313 | Time: 2402.82 ms
[2020-12-09 13:50:37 main:574] : INFO : Epoch 771 | loss: 0.0312264 | val_loss: 0.031233 | Time: 2427.97 ms
[2020-12-09 13:50:40 main:574] : INFO : Epoch 772 | loss: 0.0312257 | val_loss: 0.03123 | Time: 2436.32 ms
[2020-12-09 13:50:42 main:574] : INFO : Epoch 773 | loss: 0.0312253 | val_loss: 0.0312303 | Time: 2487.99 ms
[2020-12-09 13:50:45 main:574] : INFO : Epoch 774 | loss: 0.0312261 | val_loss: 0.0312299 | Time: 2413.59 ms
[2020-12-09 13:50:47 main:574] : INFO : Epoch 775 | loss: 0.0312259 | val_loss: 0.0312306 | Time: 2451.78 ms
[2020-12-09 13:50:50 main:574] : INFO : Epoch 776 | loss: 0.0312256 | val_loss: 0.0312303 | Time: 2439.51 ms
[2020-12-09 13:50:52 main:574] : INFO : Epoch 777 | loss: 0.0312258 | val_loss: 0.03123 | Time: 2422.11 ms
[2020-12-09 13:50:55 main:574] : INFO : Epoch 778 | loss: 0.0312255 | val_loss: 0.03123 | Time: 2432.86 ms
[2020-12-09 13:50:57 main:574] : INFO : Epoch 779 | loss: 0.0312258 | val_loss: 0.0312339 | Time: 2445.42 ms
[2020-12-09 13:51:00 main:574] : INFO : Epoch 780 | loss: 0.0312277 | val_loss: 0.0312384 | Time: 2445.46 ms
[2020-12-09 13:51:02 main:574] : INFO : Epoch 781 | loss: 0.0312268 | val_loss: 0.0312312 | Time: 2420.81 ms
[2020-12-09 13:51:05 main:574] : INFO : Epoch 782 | loss: 0.0312272 | val_loss: 0.0312315 | Time: 2471.57 ms
[2020-12-09 13:51:07 main:574] : INFO : Epoch 783 | loss: 0.0312269 | val_loss: 0.0312303 | Time: 2414.01 ms
[2020-12-09 13:51:10 main:574] : INFO : Epoch 784 | loss: 0.031229 | val_loss: 0.0312302 | Time: 2492.01 ms
[2020-12-09 13:51:12 main:574] : INFO : Epoch 785 | loss: 0.0312278 | val_loss: 0.0312301 | Time: 2383.53 ms
[2020-12-09 13:51:14 main:574] : INFO : Epoch 786 | loss: 0.0312254 | val_loss: 0.0312301 | Time: 2391.75 ms
[2020-12-09 13:51:17 main:574] : INFO : Epoch 787 | loss: 0.0312259 | val_loss: 0.0312307 | Time: 2447.25 ms
[2020-12-09 13:51:19 main:574] : INFO : Epoch 788 | loss: 0.031226 | val_loss: 0.0312318 | Time: 2462.44 ms
[2020-12-09 13:51:22 main:574] : INFO : Epoch 789 | loss: 0.0312259 | val_loss: 0.03123 | Time: 2437.74 ms
[2020-12-09 13:51:24 main:574] : INFO : Epoch 790 | loss: 0.0312257 | val_loss: 0.0312302 | Time: 2439.7 ms
[2020-12-09 13:51:27 main:574] : INFO : Epoch 791 | loss: 0.0312255 | val_loss: 0.03123 | Time: 2436.98 ms
[2020-12-09 13:51:29 main:574] : INFO : Epoch 792 | loss: 0.0312257 | val_loss: 0.0312309 | Time: 2434.78 ms
[2020-12-09 13:51:32 main:574] : INFO : Epoch 793 | loss: 0.0312254 | val_loss: 0.03123 | Time: 2466.6 ms
[2020-12-09 13:51:34 main:574] : INFO : Epoch 794 | loss: 0.0312263 | val_loss: 0.0312313 | Time: 2436.11 ms
[2020-12-09 13:51:37 main:574] : INFO : Epoch 795 | loss: 0.0312257 | val_loss: 0.0312301 | Time: 2437.96 ms
[2020-12-09 13:51:39 main:574] : INFO : Epoch 796 | loss: 0.0312254 | val_loss: 0.0312322 | Time: 2401.1 ms
[2020-12-09 13:51:42 main:574] : INFO : Epoch 797 | loss: 0.0312272 | val_loss: 0.0312317 | Time: 2406.81 ms
[2020-12-09 13:51:44 main:574] : INFO : Epoch 798 | loss: 0.0312264 | val_loss: 0.0312304 | Time: 2434.36 ms
[2020-12-09 13:51:47 main:574] : INFO : Epoch 799 | loss: 0.0312258 | val_loss: 0.0312305 | Time: 2421.46 ms
[2020-12-09 13:51:49 main:574] : INFO : Epoch 800 | loss: 0.0312266 | val_loss: 0.0312305 | Time: 2439.43 ms
[2020-12-09 13:51:52 main:574] : INFO : Epoch 801 | loss: 0.0312277 | val_loss: 0.0312329 | Time: 2393.3 ms
[2020-12-09 13:51:54 main:574] : INFO : Epoch 802 | loss: 0.0312261 | val_loss: 0.0312319 | Time: 2470.89 ms
[2020-12-09 13:51:57 main:574] : INFO : Epoch 803 | loss: 0.0312264 | val_loss: 0.0312319 | Time: 2412.68 ms
[2020-12-09 13:51:59 main:574] : INFO : Epoch 804 | loss: 0.0312264 | val_loss: 0.0312312 | Time: 2446.48 ms
[2020-12-09 13:52:02 main:574] : INFO : Epoch 805 | loss: 0.0312261 | val_loss: 0.0312308 | Time: 2449.18 ms
[2020-12-09 13:52:04 main:574] : INFO : Epoch 806 | loss: 0.031226 | val_loss: 0.0312311 | Time: 2409.34 ms
[2020-12-09 13:52:06 main:574] : INFO : Epoch 807 | loss: 0.0312254 | val_loss: 0.0312315 | Time: 2431.21 ms
[2020-12-09 13:52:09 main:574] : INFO : Epoch 808 | loss: 0.0312254 | val_loss: 0.0312303 | Time: 2405.08 ms
[2020-12-09 13:52:11 main:574] : INFO : Epoch 809 | loss: 0.0312256 | val_loss: 0.0312312 | Time: 2404.83 ms
[2020-12-09 13:52:14 main:574] : INFO : Epoch 810 | loss: 0.0312257 | val_loss: 0.0312303 | Time: 2406.96 ms
[2020-12-09 13:52:16 main:574] : INFO : Epoch 811 | loss: 0.0312257 | val_loss: 0.0312309 | Time: 2490.56 ms
[2020-12-09 13:52:19 main:574] : INFO : Epoch 812 | loss: 0.0312253 | val_loss: 0.0312316 | Time: 2460.13 ms
[2020-12-09 13:52:21 main:574] : INFO : Epoch 813 | loss: 0.0312257 | val_loss: 0.0312316 | Time: 2467.36 ms
[2020-12-09 13:52:24 main:574] : INFO : Epoch 814 | loss: 0.0312259 | val_loss: 0.0312312 | Time: 2448.22 ms
[2020-12-09 13:52:26 main:574] : INFO : Epoch 815 | loss: 0.0312262 | val_loss: 0.0312305 | Time: 2507.87 ms
[2020-12-09 13:52:29 main:574] : INFO : Epoch 816 | loss: 0.0312254 | val_loss: 0.0312311 | Time: 2429.86 ms
[2020-12-09 13:52:31 main:574] : INFO : Epoch 817 | loss: 0.0312257 | val_loss: 0.03123 | Time: 2454.22 ms
[2020-12-09 13:52:34 main:574] : INFO : Epoch 818 | loss: 0.0312254 | val_loss: 0.0312305 | Time: 2403.17 ms
[2020-12-09 13:52:36 main:574] : INFO : Epoch 819 | loss: 0.0312259 | val_loss: 0.0312305 | Time: 2436.58 ms
[2020-12-09 13:52:39 main:574] : INFO : Epoch 820 | loss: 0.0312265 | val_loss: 0.0312368 | Time: 2465.5 ms
[2020-12-09 13:52:41 main:574] : INFO : Epoch 821 | loss: 0.0312275 | val_loss: 0.0312309 | Time: 2392.86 ms
[2020-12-09 13:52:44 main:574] : INFO : Epoch 822 | loss: 0.0312258 | val_loss: 0.0312307 | Time: 2449.79 ms
[2020-12-09 13:52:46 main:574] : INFO : Epoch 823 | loss: 0.0312255 | val_loss: 0.03123 | Time: 2403.82 ms
[2020-12-09 13:52:49 main:574] : INFO : Epoch 824 | loss: 0.0312256 | val_loss: 0.03123 | Time: 2406.44 ms
[2020-12-09 13:52:51 main:574] : INFO : Epoch 825 | loss: 0.0312257 | val_loss: 0.0312314 | Time: 2472.23 ms
[2020-12-09 13:52:54 main:574] : INFO : Epoch 826 | loss: 0.0312269 | val_loss: 0.0312303 | Time: 2435.3 ms
[2020-12-09 13:52:56 main:574] : INFO : Epoch 827 | loss: 0.0312284 | val_loss: 0.0312301 | Time: 2433.06 ms
[2020-12-09 13:52:59 main:574] : INFO : Epoch 828 | loss: 0.0312266 | val_loss: 0.0312333 | Time: 2470.33 ms
[2020-12-09 13:53:01 main:574] : INFO : Epoch 829 | loss: 0.0312259 | val_loss: 0.0312324 | Time: 2439.31 ms
[2020-12-09 13:53:03 main:574] : INFO : Epoch 830 | loss: 0.0312264 | val_loss: 0.0312298 | Time: 2419.13 ms
[2020-12-09 13:53:06 main:574] : INFO : Epoch 831 | loss: 0.0312254 | val_loss: 0.0312304 | Time: 2461.98 ms
[2020-12-09 13:53:08 main:574] : INFO : Epoch 832 | loss: 0.0312262 | val_loss: 0.0312315 | Time: 2429.96 ms
[2020-12-09 13:53:11 main:574] : INFO : Epoch 833 | loss: 0.0312266 | val_loss: 0.0312301 | Time: 2430.16 ms
[2020-12-09 13:53:13 main:574] : INFO : Epoch 834 | loss: 0.0312262 | val_loss: 0.0312329 | Time: 2413.09 ms
[2020-12-09 13:53:16 main:574] : INFO : Epoch 835 | loss: 0.0312276 | val_loss: 0.0312345 | Time: 2369.59 ms
[2020-12-09 13:53:18 main:574] : INFO : Epoch 836 | loss: 0.0312269 | val_loss: 0.0312313 | Time: 2453.63 ms
[2020-12-09 13:53:21 main:574] : INFO : Epoch 837 | loss: 0.0312256 | val_loss: 0.0312333 | Time: 2430.02 ms
[2020-12-09 13:53:23 main:574] : INFO : Epoch 838 | loss: 0.0312258 | val_loss: 0.0312305 | Time: 2436.4 ms
[2020-12-09 13:53:26 main:574] : INFO : Epoch 839 | loss: 0.0312257 | val_loss: 0.031231 | Time: 2464.71 ms
[2020-12-09 13:53:28 main:574] : INFO : Epoch 840 | loss: 0.031226 | val_loss: 0.0312314 | Time: 2417.19 ms
[2020-12-09 13:53:31 main:574] : INFO : Epoch 841 | loss: 0.0312259 | val_loss: 0.0312315 | Time: 2526.94 ms
[2020-12-09 13:53:33 main:574] : INFO : Epoch 842 | loss: 0.0312255 | val_loss: 0.0312299 | Time: 2376.57 ms
[2020-12-09 13:53:36 main:574] : INFO : Epoch 843 | loss: 0.0312258 | val_loss: 0.0312302 | Time: 2436.26 ms
[2020-12-09 13:53:38 main:574] : INFO : Epoch 844 | loss: 0.0312254 | val_loss: 0.0312302 | Time: 2446.75 ms
[2020-12-09 13:53:41 main:574] : INFO : Epoch 845 | loss: 0.0312257 | val_loss: 0.0312301 | Time: 2415.56 ms
[2020-12-09 13:53:43 main:574] : INFO : Epoch 846 | loss: 0.0312258 | val_loss: 0.0312317 | Time: 2383.75 ms
[2020-12-09 13:53:45 main:574] : INFO : Epoch 847 | loss: 0.0312261 | val_loss: 0.0312314 | Time: 2393.75 ms
[2020-12-09 13:53:48 main:574] : INFO : Epoch 848 | loss: 0.0312258 | val_loss: 0.0312316 | Time: 2432.03 ms
[2020-12-09 13:53:50 main:574] : INFO : Epoch 849 | loss: 0.0312256 | val_loss: 0.0312321 | Time: 2441.14 ms
[2020-12-09 13:53:53 main:574] : INFO : Epoch 850 | loss: 0.0312261 | val_loss: 0.0312308 | Time: 2438.53 ms
[2020-12-09 13:53:55 main:574] : INFO : Epoch 851 | loss: 0.031226 | val_loss: 0.031233 | Time: 2434.78 ms
[2020-12-09 13:53:58 main:574] : INFO : Epoch 852 | loss: 0.0312265 | val_loss: 0.031233 | Time: 2462.92 ms
[2020-12-09 13:54:00 main:574] : INFO : Epoch 853 | loss: 0.0312262 | val_loss: 0.031231 | Time: 2442.38 ms
[2020-12-09 13:54:03 main:574] : INFO : Epoch 854 | loss: 0.031226 | val_loss: 0.0312307 | Time: 2445.18 ms
[2020-12-09 13:54:05 main:574] : INFO : Epoch 855 | loss: 0.0312257 | val_loss: 0.0312301 | Time: 2476.05 ms
[2020-12-09 13:54:08 main:574] : INFO : Epoch 856 | loss: 0.0312255 | val_loss: 0.0312342 | Time: 2447.58 ms
[2020-12-09 13:54:10 main:574] : INFO : Epoch 857 | loss: 0.0312267 | val_loss: 0.03123 | Time: 2455.36 ms
[2020-12-09 13:54:13 main:574] : INFO : Epoch 858 | loss: 0.0312256 | val_loss: 0.0312298 | Time: 2408.96 ms
[2020-12-09 13:54:15 main:574] : INFO : Epoch 859 | loss: 0.0312257 | val_loss: 0.0312298 | Time: 2471.39 ms
[2020-12-09 13:54:18 main:574] : INFO : Epoch 860 | loss: 0.0312256 | val_loss: 0.0312304 | Time: 2450.66 ms
[2020-12-09 13:54:20 main:574] : INFO : Epoch 861 | loss: 0.031226 | val_loss: 0.0312303 | Time: 2424.01 ms
[2020-12-09 13:54:23 main:574] : INFO : Epoch 862 | loss: 0.0312255 | val_loss: 0.0312301 | Time: 2403.66 ms
[2020-12-09 13:54:25 main:574] : INFO : Epoch 863 | loss: 0.0312257 | val_loss: 0.0312327 | Time: 2485.34 ms
[2020-12-09 13:54:28 main:574] : INFO : Epoch 864 | loss: 0.031226 | val_loss: 0.0312307 | Time: 2481.26 ms
[2020-12-09 13:54:30 main:574] : INFO : Epoch 865 | loss: 0.031226 | val_loss: 0.0312313 | Time: 2412.74 ms
[2020-12-09 13:54:33 main:574] : INFO : Epoch 866 | loss: 0.0312263 | val_loss: 0.0312361 | Time: 2452.28 ms
[2020-12-09 13:54:35 main:574] : INFO : Epoch 867 | loss: 0.0312274 | val_loss: 0.0312305 | Time: 2452.25 ms
[2020-12-09 13:54:38 main:574] : INFO : Epoch 868 | loss: 0.0312263 | val_loss: 0.0312303 | Time: 2410.43 ms
[2020-12-09 13:54:40 main:574] : INFO : Epoch 869 | loss: 0.0312267 | val_loss: 0.0312315 | Time: 2474.02 ms
[2020-12-09 13:54:43 main:574] : INFO : Epoch 870 | loss: 0.031227 | val_loss: 0.0312311 | Time: 2440.32 ms
[2020-12-09 13:54:45 main:574] : INFO : Epoch 871 | loss: 0.0312262 | val_loss: 0.031232 | Time: 2425.49 ms
[2020-12-09 13:54:47 main:574] : INFO : Epoch 872 | loss: 0.0312261 | val_loss: 0.0312314 | Time: 2417.82 ms
[2020-12-09 13:54:50 main:574] : INFO : Epoch 873 | loss: 0.0312258 | val_loss: 0.0312305 | Time: 2461.26 ms
[2020-12-09 13:54:52 main:574] : INFO : Epoch 874 | loss: 0.0312261 | val_loss: 0.0312301 | Time: 2445.97 ms
[2020-12-09 13:54:55 main:574] : INFO : Epoch 875 | loss: 0.0312255 | val_loss: 0.0312312 | Time: 2513.24 ms
[2020-12-09 13:54:57 main:574] : INFO : Epoch 876 | loss: 0.0312262 | val_loss: 0.0312306 | Time: 2426.31 ms
[2020-12-09 13:55:00 main:574] : INFO : Epoch 877 | loss: 0.0312257 | val_loss: 0.0312306 | Time: 2443.46 ms
[2020-12-09 13:55:02 main:574] : INFO : Epoch 878 | loss: 0.0312274 | val_loss: 0.0312303 | Time: 2456.31 ms
[2020-12-09 13:55:05 main:574] : INFO : Epoch 879 | loss: 0.0312274 | val_loss: 0.0312322 | Time: 2468.44 ms
[2020-12-09 13:55:07 main:574] : INFO : Epoch 880 | loss: 0.0312264 | val_loss: 0.0312315 | Time: 2423.65 ms
[2020-12-09 13:55:10 main:574] : INFO : Epoch 881 | loss: 0.0312256 | val_loss: 0.0312311 | Time: 2480.2 ms
[2020-12-09 13:55:12 main:574] : INFO : Epoch 882 | loss: 0.0312256 | val_loss: 0.0312304 | Time: 2416.37 ms
[2020-12-09 13:55:15 main:574] : INFO : Epoch 883 | loss: 0.0312262 | val_loss: 0.0312309 | Time: 2402.24 ms
[2020-12-09 13:55:17 main:574] : INFO : Epoch 884 | loss: 0.0312258 | val_loss: 0.0312319 | Time: 2443.89 ms
[2020-12-09 13:55:20 main:574] : INFO : Epoch 885 | loss: 0.0312263 | val_loss: 0.0312324 | Time: 2467.2 ms
[2020-12-09 13:55:22 main:574] : INFO : Epoch 886 | loss: 0.0312274 | val_loss: 0.0312314 | Time: 2443.49 ms
[2020-12-09 13:55:25 main:574] : INFO : Epoch 887 | loss: 0.031226 | val_loss: 0.03123 | Time: 2455.83 ms
[2020-12-09 13:55:27 main:574] : INFO : Epoch 888 | loss: 0.031226 | val_loss: 0.0312302 | Time: 2432.8 ms
[2020-12-09 13:55:30 main:574] : INFO : Epoch 889 | loss: 0.0312274 | val_loss: 0.0312314 | Time: 2421.04 ms
[2020-12-09 13:55:32 main:574] : INFO : Epoch 890 | loss: 0.0312264 | val_loss: 0.0312312 | Time: 2439.23 ms
[2020-12-09 13:55:35 main:574] : INFO : Epoch 891 | loss: 0.031226 | val_loss: 0.0312352 | Time: 2402.96 ms
[2020-12-09 13:55:37 main:574] : INFO : Epoch 892 | loss: 0.0312261 | val_loss: 0.031231 | Time: 2464 ms
[2020-12-09 13:55:40 main:574] : INFO : Epoch 893 | loss: 0.0312271 | val_loss: 0.0312318 | Time: 2390.62 ms
[2020-12-09 13:55:42 main:574] : INFO : Epoch 894 | loss: 0.0312255 | val_loss: 0.03123 | Time: 2441.33 ms
[2020-12-09 13:55:44 main:574] : INFO : Epoch 895 | loss: 0.0312265 | val_loss: 0.031231 | Time: 2411.51 ms
[2020-12-09 13:55:47 main:574] : INFO : Epoch 896 | loss: 0.0312288 | val_loss: 0.0312364 | Time: 2409.75 ms
[2020-12-09 13:55:49 main:574] : INFO : Epoch 897 | loss: 0.0312282 | val_loss: 0.0312311 | Time: 2395.97 ms
[2020-12-09 13:55:52 main:574] : INFO : Epoch 898 | loss: 0.0312265 | val_loss: 0.0312301 | Time: 2424.19 ms
[2020-12-09 13:55:54 main:574] : INFO : Epoch 899 | loss: 0.0312259 | val_loss: 0.0312298 | Time: 2400.91 ms
[2020-12-09 13:55:57 main:574] : INFO : Epoch 900 | loss: 0.0312255 | val_loss: 0.0312301 | Time: 2406.73 ms
[2020-12-09 13:55:59 main:574] : INFO : Epoch 901 | loss: 0.0312256 | val_loss: 0.0312305 | Time: 2455.51 ms
[2020-12-09 13:56:02 main:574] : INFO : Epoch 902 | loss: 0.0312259 | val_loss: 0.0312317 | Time: 2386.31 ms
[2020-12-09 13:56:04 main:574] : INFO : Epoch 903 | loss: 0.031226 | val_loss: 0.0312307 | Time: 2439.31 ms
[2020-12-09 13:56:07 main:574] : INFO : Epoch 904 | loss: 0.0312255 | val_loss: 0.0312299 | Time: 2418.71 ms
[2020-12-09 13:56:09 main:574] : INFO : Epoch 905 | loss: 0.0312257 | val_loss: 0.0312299 | Time: 2454.51 ms
[2020-12-09 13:56:11 main:574] : INFO : Epoch 906 | loss: 0.0312262 | val_loss: 0.031231 | Time: 2418.16 ms
[2020-12-09 13:56:14 main:574] : INFO : Epoch 907 | loss: 0.0312262 | val_loss: 0.0312322 | Time: 2463.21 ms
[2020-12-09 13:56:16 main:574] : INFO : Epoch 908 | loss: 0.031227 | val_loss: 0.0312304 | Time: 2416.62 ms
[2020-12-09 13:56:19 main:574] : INFO : Epoch 909 | loss: 0.0312258 | val_loss: 0.03123 | Time: 2449.03 ms
[2020-12-09 13:56:21 main:574] : INFO : Epoch 910 | loss: 0.0312259 | val_loss: 0.0312304 | Time: 2450.77 ms
[2020-12-09 13:56:24 main:574] : INFO : Epoch 911 | loss: 0.0312265 | val_loss: 0.0312316 | Time: 2435.77 ms
[2020-12-09 13:56:26 main:574] : INFO : Epoch 912 | loss: 0.0312267 | val_loss: 0.0312318 | Time: 2445.55 ms
[2020-12-09 13:56:29 main:574] : INFO : Epoch 913 | loss: 0.0312259 | val_loss: 0.0312306 | Time: 2399.68 ms
[2020-12-09 13:56:31 main:574] : INFO : Epoch 914 | loss: 0.0312268 | val_loss: 0.0312316 | Time: 2428.6 ms
[2020-12-09 13:56:34 main:574] : INFO : Epoch 915 | loss: 0.0312269 | val_loss: 0.0312318 | Time: 2473.39 ms
[2020-12-09 13:56:36 main:574] : INFO : Epoch 916 | loss: 0.0312263 | val_loss: 0.031231 | Time: 2421.77 ms
[2020-12-09 13:56:39 main:574] : INFO : Epoch 917 | loss: 0.0312259 | val_loss: 0.0312315 | Time: 2385.46 ms
[2020-12-09 13:56:41 main:574] : INFO : Epoch 918 | loss: 0.0312264 | val_loss: 0.0312316 | Time: 2456.42 ms
[2020-12-09 13:56:44 main:574] : INFO : Epoch 919 | loss: 0.0312262 | val_loss: 0.0312302 | Time: 2383.42 ms
[2020-12-09 13:56:46 main:574] : INFO : Epoch 920 | loss: 0.0312272 | val_loss: 0.0312313 | Time: 2435.66 ms
[2020-12-09 13:56:49 main:574] : INFO : Epoch 921 | loss: 0.0312276 | val_loss: 0.0312306 | Time: 2419.1 ms
[2020-12-09 13:56:51 main:574] : INFO : Epoch 922 | loss: 0.0312271 | val_loss: 0.0312341 | Time: 2433.99 ms
[2020-12-09 13:56:54 main:574] : INFO : Epoch 923 | loss: 0.0312267 | val_loss: 0.0312298 | Time: 2436.44 ms
[2020-12-09 13:56:56 main:574] : INFO : Epoch 924 | loss: 0.0312253 | val_loss: 0.03123 | Time: 2439.27 ms
[2020-12-09 13:56:58 main:574] : INFO : Epoch 925 | loss: 0.0312259 | val_loss: 0.0312325 | Time: 2444.93 ms
[2020-12-09 13:57:01 main:574] : INFO : Epoch 926 | loss: 0.0312257 | val_loss: 0.0312313 | Time: 2417.97 ms
[2020-12-09 13:57:03 main:574] : INFO : Epoch 927 | loss: 0.0312254 | val_loss: 0.0312322 | Time: 2404.6 ms
[2020-12-09 13:57:06 main:574] : INFO : Epoch 928 | loss: 0.0312263 | val_loss: 0.0312318 | Time: 2420.54 ms
[2020-12-09 13:57:08 main:574] : INFO : Epoch 929 | loss: 0.0312266 | val_loss: 0.0312311 | Time: 2435.06 ms
[2020-12-09 13:57:11 main:574] : INFO : Epoch 930 | loss: 0.0312289 | val_loss: 0.0312308 | Time: 2413.81 ms
[2020-12-09 13:57:13 main:574] : INFO : Epoch 931 | loss: 0.0312272 | val_loss: 0.0312307 | Time: 2410.31 ms
[2020-12-09 13:57:16 main:574] : INFO : Epoch 932 | loss: 0.0312261 | val_loss: 0.03123 | Time: 2426.88 ms
[2020-12-09 13:57:18 main:574] : INFO : Epoch 933 | loss: 0.0312256 | val_loss: 0.0312302 | Time: 2441.77 ms
[2020-12-09 13:57:21 main:574] : INFO : Epoch 934 | loss: 0.0312255 | val_loss: 0.0312325 | Time: 2402.41 ms
[2020-12-09 13:57:23 main:574] : INFO : Epoch 935 | loss: 0.0312256 | val_loss: 0.0312302 | Time: 2444.26 ms
[2020-12-09 13:57:25 main:574] : INFO : Epoch 936 | loss: 0.0312254 | val_loss: 0.031231 | Time: 2399.13 ms
[2020-12-09 13:57:28 main:574] : INFO : Epoch 937 | loss: 0.0312258 | val_loss: 0.0312312 | Time: 2399.31 ms
[2020-12-09 13:57:30 main:574] : INFO : Epoch 938 | loss: 0.0312265 | val_loss: 0.0312302 | Time: 2444.02 ms
[2020-12-09 13:57:33 main:574] : INFO : Epoch 939 | loss: 0.0312256 | val_loss: 0.0312302 | Time: 2435.13 ms
[2020-12-09 13:57:35 main:574] : INFO : Epoch 940 | loss: 0.0312263 | val_loss: 0.0312306 | Time: 2448.18 ms
[2020-12-09 13:57:38 main:574] : INFO : Epoch 941 | loss: 0.0312259 | val_loss: 0.031231 | Time: 2391.16 ms
[2020-12-09 13:57:40 main:574] : INFO : Epoch 942 | loss: 0.0312262 | val_loss: 0.0312304 | Time: 2435.84 ms
[2020-12-09 13:57:43 main:574] : INFO : Epoch 943 | loss: 0.0312263 | val_loss: 0.03123 | Time: 2423.54 ms
[2020-12-09 13:57:45 main:574] : INFO : Epoch 944 | loss: 0.0312268 | val_loss: 0.0312316 | Time: 2451.22 ms
[2020-12-09 13:57:48 main:574] : INFO : Epoch 945 | loss: 0.0312282 | val_loss: 0.0312317 | Time: 2426.61 ms
[2020-12-09 13:57:50 main:574] : INFO : Epoch 946 | loss: 0.0312269 | val_loss: 0.0312335 | Time: 2368.82 ms
[2020-12-09 13:57:53 main:574] : INFO : Epoch 947 | loss: 0.0312262 | val_loss: 0.03123 | Time: 2458.17 ms
[2020-12-09 13:57:55 main:574] : INFO : Epoch 948 | loss: 0.0312282 | val_loss: 0.0312336 | Time: 2445.06 ms
[2020-12-09 13:57:57 main:574] : INFO : Epoch 949 | loss: 0.0312267 | val_loss: 0.0312325 | Time: 2429.35 ms
[2020-12-09 13:58:00 main:574] : INFO : Epoch 950 | loss: 0.0312266 | val_loss: 0.0312313 | Time: 2393.25 ms
[2020-12-09 13:58:02 main:574] : INFO : Epoch 951 | loss: 0.0312264 | val_loss: 0.0312309 | Time: 2410.53 ms
[2020-12-09 13:58:05 main:574] : INFO : Epoch 952 | loss: 0.0312256 | val_loss: 0.0312321 | Time: 2422.87 ms
[2020-12-09 13:58:07 main:574] : INFO : Epoch 953 | loss: 0.0312263 | val_loss: 0.031232 | Time: 2425.42 ms
[2020-12-09 13:58:10 main:574] : INFO : Epoch 954 | loss: 0.0312255 | val_loss: 0.0312307 | Time: 2451.89 ms
[2020-12-09 13:58:12 main:574] : INFO : Epoch 955 | loss: 0.0312257 | val_loss: 0.0312302 | Time: 2469.07 ms
[2020-12-09 13:58:15 main:574] : INFO : Epoch 956 | loss: 0.0312261 | val_loss: 0.0312298 | Time: 2502.04 ms
[2020-12-09 13:58:17 main:574] : INFO : Epoch 957 | loss: 0.0312257 | val_loss: 0.0312301 | Time: 2422.85 ms
[2020-12-09 13:58:20 main:574] : INFO : Epoch 958 | loss: 0.0312269 | val_loss: 0.0312303 | Time: 2436.36 ms
[2020-12-09 13:58:22 main:574] : INFO : Epoch 959 | loss: 0.0312259 | val_loss: 0.0312298 | Time: 2434.75 ms
[2020-12-09 13:58:25 main:574] : INFO : Epoch 960 | loss: 0.031226 | val_loss: 0.0312304 | Time: 2440.77 ms
[2020-12-09 13:58:27 main:574] : INFO : Epoch 961 | loss: 0.0312256 | val_loss: 0.0312303 | Time: 2425.27 ms
[2020-12-09 13:58:30 main:574] : INFO : Epoch 962 | loss: 0.0312256 | val_loss: 0.0312313 | Time: 2430.99 ms
[2020-12-09 13:58:32 main:574] : INFO : Epoch 963 | loss: 0.0312267 | val_loss: 0.0312304 | Time: 2441.02 ms
[2020-12-09 13:58:35 main:574] : INFO : Epoch 964 | loss: 0.0312259 | val_loss: 0.0312318 | Time: 2491.02 ms
[2020-12-09 13:58:37 main:574] : INFO : Epoch 965 | loss: 0.0312259 | val_loss: 0.0312306 | Time: 2447.23 ms
[2020-12-09 13:58:40 main:574] : INFO : Epoch 966 | loss: 0.0312257 | val_loss: 0.0312327 | Time: 2456.04 ms
[2020-12-09 13:58:42 main:574] : INFO : Epoch 967 | loss: 0.0312255 | val_loss: 0.0312305 | Time: 2435.24 ms
[2020-12-09 13:58:45 main:574] : INFO : Epoch 968 | loss: 0.0312257 | val_loss: 0.031232 | Time: 2413.27 ms
[2020-12-09 13:58:47 main:574] : INFO : Epoch 969 | loss: 0.0312272 | val_loss: 0.0312341 | Time: 2484.66 ms
[2020-12-09 13:58:50 main:574] : INFO : Epoch 970 | loss: 0.0312277 | val_loss: 0.0312315 | Time: 2414.78 ms
[2020-12-09 13:58:52 main:574] : INFO : Epoch 971 | loss: 0.0312257 | val_loss: 0.0312309 | Time: 2423.84 ms
[2020-12-09 13:58:54 main:574] : INFO : Epoch 972 | loss: 0.0312257 | val_loss: 0.0312309 | Time: 2449.65 ms
[2020-12-09 13:58:57 main:574] : INFO : Epoch 973 | loss: 0.0312269 | val_loss: 0.0312316 | Time: 2451.11 ms
[2020-12-09 13:59:00 main:574] : INFO : Epoch 974 | loss: 0.0312261 | val_loss: 0.0312303 | Time: 2507.19 ms
[2020-12-09 13:59:02 main:574] : INFO : Epoch 975 | loss: 0.0312262 | val_loss: 0.0312319 | Time: 2415.15 ms
[2020-12-09 13:59:04 main:574] : INFO : Epoch 976 | loss: 0.0312259 | val_loss: 0.0312313 | Time: 2436.39 ms
[2020-12-09 13:59:07 main:574] : INFO : Epoch 977 | loss: 0.0312263 | val_loss: 0.0312303 | Time: 2491.91 ms
[2020-12-09 13:59:09 main:574] : INFO : Epoch 978 | loss: 0.0312255 | val_loss: 0.0312303 | Time: 2414.34 ms
[2020-12-09 13:59:12 main:574] : INFO : Epoch 979 | loss: 0.0312258 | val_loss: 0.0312299 | Time: 2429.51 ms
[2020-12-09 13:59:14 main:574] : INFO : Epoch 980 | loss: 0.0312257 | val_loss: 0.0312305 | Time: 2462.59 ms
[2020-12-09 13:59:17 main:574] : INFO : Epoch 981 | loss: 0.0312266 | val_loss: 0.0312312 | Time: 2395.28 ms
[2020-12-09 13:59:19 main:574] : INFO : Epoch 982 | loss: 0.0312259 | val_loss: 0.0312323 | Time: 2423.64 ms
[2020-12-09 13:59:22 main:574] : INFO : Epoch 983 | loss: 0.0312257 | val_loss: 0.0312308 | Time: 2410.87 ms
[2020-12-09 13:59:24 main:574] : INFO : Epoch 984 | loss: 0.0312268 | val_loss: 0.0312337 | Time: 2468.98 ms
[2020-12-09 13:59:27 main:574] : INFO : Epoch 985 | loss: 0.0312268 | val_loss: 0.0312312 | Time: 2502.24 ms
[2020-12-09 13:59:29 main:574] : INFO : Epoch 986 | loss: 0.0312256 | val_loss: 0.031232 | Time: 2468.18 ms
[2020-12-09 13:59:32 main:574] : INFO : Epoch 987 | loss: 0.031226 | val_loss: 0.0312319 | Time: 2456.04 ms
[2020-12-09 13:59:34 main:574] : INFO : Epoch 988 | loss: 0.0312263 | val_loss: 0.0312309 | Time: 2450.12 ms
[2020-12-09 13:59:37 main:574] : INFO : Epoch 989 | loss: 0.0312265 | val_loss: 0.0312298 | Time: 2398.89 ms
[2020-12-09 13:59:39 main:574] : INFO : Epoch 990 | loss: 0.0312256 | val_loss: 0.0312316 | Time: 2462.34 ms
[2020-12-09 13:59:42 main:574] : INFO : Epoch 991 | loss: 0.0312256 | val_loss: 0.0312304 | Time: 2481.23 ms
[2020-12-09 13:59:44 main:574] : INFO : Epoch 992 | loss: 0.0312259 | val_loss: 0.0312321 | Time: 2430.8 ms
[2020-12-09 13:59:47 main:574] : INFO : Epoch 993 | loss: 0.0312267 | val_loss: 0.0312336 | Time: 2419.04 ms
[2020-12-09 13:59:49 main:574] : INFO : Epoch 994 | loss: 0.0312262 | val_loss: 0.0312309 | Time: 2410.06 ms
[2020-12-09 13:59:52 main:574] : INFO : Epoch 995 | loss: 0.0312261 | val_loss: 0.0312305 | Time: 2483.53 ms
[2020-12-09 13:59:54 main:574] : INFO : Epoch 996 | loss: 0.0312256 | val_loss: 0.0312304 | Time: 2444.55 ms
[2020-12-09 13:59:57 main:574] : INFO : Epoch 997 | loss: 0.0312258 | val_loss: 0.0312315 | Time: 2391.72 ms
[2020-12-09 13:59:59 main:574] : INFO : Epoch 998 | loss: 0.0312272 | val_loss: 0.0312326 | Time: 2444.92 ms
[2020-12-09 14:00:01 main:574] : INFO : Epoch 999 | loss: 0.0312259 | val_loss: 0.0312304 | Time: 2473.89 ms
[2020-12-09 14:00:04 main:574] : INFO : Epoch 1000 | loss: 0.0312256 | val_loss: 0.0312299 | Time: 2431.56 ms
[2020-12-09 14:00:06 main:574] : INFO : Epoch 1001 | loss: 0.0312259 | val_loss: 0.0312306 | Time: 2438.31 ms
[2020-12-09 14:00:09 main:574] : INFO : Epoch 1002 | loss: 0.031226 | val_loss: 0.0312306 | Time: 2416.13 ms
[2020-12-09 14:00:11 main:574] : INFO : Epoch 1003 | loss: 0.0312255 | val_loss: 0.0312314 | Time: 2391.09 ms
[2020-12-09 14:00:14 main:574] : INFO : Epoch 1004 | loss: 0.0312261 | val_loss: 0.0312299 | Time: 2422.29 ms
[2020-12-09 14:00:16 main:574] : INFO : Epoch 1005 | loss: 0.0312257 | val_loss: 0.0312299 | Time: 2419.49 ms
[2020-12-09 14:00:19 main:574] : INFO : Epoch 1006 | loss: 0.0312262 | val_loss: 0.03123 | Time: 2438.65 ms
[2020-12-09 14:00:21 main:574] : INFO : Epoch 1007 | loss: 0.0312263 | val_loss: 0.0312313 | Time: 2431.82 ms
[2020-12-09 14:00:24 main:574] : INFO : Epoch 1008 | loss: 0.0312273 | val_loss: 0.0312303 | Time: 2427.04 ms
[2020-12-09 14:00:26 main:574] : INFO : Epoch 1009 | loss: 0.0312256 | val_loss: 0.0312297 | Time: 2412.46 ms
[2020-12-09 14:00:29 main:574] : INFO : Epoch 1010 | loss: 0.0312257 | val_loss: 0.03123 | Time: 2416.62 ms
[2020-12-09 14:00:31 main:574] : INFO : Epoch 1011 | loss: 0.0312255 | val_loss: 0.0312307 | Time: 2396.88 ms
[2020-12-09 14:00:33 main:574] : INFO : Epoch 1012 | loss: 0.0312261 | val_loss: 0.0312332 | Time: 2442.74 ms
[2020-12-09 14:00:36 main:574] : INFO : Epoch 1013 | loss: 0.0312266 | val_loss: 0.0312306 | Time: 2476.76 ms
[2020-12-09 14:00:38 main:574] : INFO : Epoch 1014 | loss: 0.0312255 | val_loss: 0.0312337 | Time: 2471.63 ms
[2020-12-09 14:00:41 main:574] : INFO : Epoch 1015 | loss: 0.0312264 | val_loss: 0.03123 | Time: 2398.93 ms
[2020-12-09 14:00:43 main:574] : INFO : Epoch 1016 | loss: 0.0312263 | val_loss: 0.0312322 | Time: 2442.67 ms
[2020-12-09 14:00:46 main:574] : INFO : Epoch 1017 | loss: 0.0312269 | val_loss: 0.0312301 | Time: 2416.3 ms
[2020-12-09 14:00:48 main:574] : INFO : Epoch 1018 | loss: 0.0312259 | val_loss: 0.0312301 | Time: 2404.61 ms
[2020-12-09 14:00:51 main:574] : INFO : Epoch 1019 | loss: 0.0312254 | val_loss: 0.0312301 | Time: 2423.85 ms
[2020-12-09 14:00:53 main:574] : INFO : Epoch 1020 | loss: 0.0312254 | val_loss: 0.0312302 | Time: 2469.38 ms
[2020-12-09 14:00:56 main:574] : INFO : Epoch 1021 | loss: 0.0312253 | val_loss: 0.0312304 | Time: 2441.64 ms
[2020-12-09 14:00:58 main:574] : INFO : Epoch 1022 | loss: 0.031226 | val_loss: 0.0312298 | Time: 2428.93 ms
[2020-12-09 14:01:01 main:574] : INFO : Epoch 1023 | loss: 0.0312258 | val_loss: 0.0312313 | Time: 2427.69 ms
[2020-12-09 14:01:03 main:574] : INFO : Epoch 1024 | loss: 0.0312264 | val_loss: 0.0312311 | Time: 2435.07 ms
[2020-12-09 14:01:03 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312311
[2020-12-09 14:01:03 main:603] : INFO : Saving end state to config to file
[2020-12-09 14:01:03 main:608] : INFO : Success, exiting..
14:01:03 (14576): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)