Task 3611583
| Name | ParityModified-1606530382-29404-13_0 |
| Workunit | 1826870 |
| Created | 8 Jan 2021, 7:43:26 UTC |
| Sent | 10 Jan 2021, 11:35:55 UTC |
| Report deadline | 17 Jan 2021, 11:35:55 UTC |
| Received | 10 Jan 2021, 12:36:17 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5217 |
| Run time | 57 min 41 sec |
| CPU time | 55 min 58 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 1,178.95 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.58 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 8 main:574] : INFO : Epoch 514 | loss: 0.031231 | val_loss: 0.0312291 | Time: 3400.17 ms [2021-01-10 13:07:32 main:574] : INFO : Epoch 515 | loss: 0.0312293 | val_loss: 0.0312298 | Time: 3378.32 ms [2021-01-10 13:07:35 main:574] : INFO : Epoch 516 | loss: 0.0312293 | val_loss: 0.0312268 | Time: 3446.07 ms [2021-01-10 13:07:39 main:574] : INFO : Epoch 517 | loss: 0.0312287 | val_loss: 0.0312257 | Time: 3376.68 ms [2021-01-10 13:07:42 main:574] : INFO : Epoch 518 | loss: 0.0312297 | val_loss: 0.0312269 | Time: 3643.96 ms [2021-01-10 13:07:46 main:574] : INFO : Epoch 519 | loss: 0.0312279 | val_loss: 0.0312275 | Time: 3368.62 ms [2021-01-10 13:07:49 main:574] : INFO : Epoch 520 | loss: 0.0312275 | val_loss: 0.0312257 | Time: 3312.09 ms [2021-01-10 13:07:52 main:574] : INFO : Epoch 521 | loss: 0.0312263 | val_loss: 0.0312261 | Time: 3295.26 ms [2021-01-10 13:07:56 main:574] : INFO : Epoch 522 | loss: 0.0312275 | val_loss: 0.0312279 | Time: 3284.58 ms [2021-01-10 13:07:59 main:574] : INFO : Epoch 523 | loss: 0.0312259 | val_loss: 0.0312242 | Time: 3290.7 ms [2021-01-10 13:08:02 main:574] : INFO : Epoch 524 | loss: 0.0312255 | val_loss: 0.0312251 | Time: 3275.73 ms [2021-01-10 13:08:06 main:574] : INFO : Epoch 525 | loss: 0.0312254 | val_loss: 0.0312262 | Time: 3363.81 ms [2021-01-10 13:08:09 main:574] : INFO : Epoch 526 | loss: 0.0312271 | val_loss: 0.0312279 | Time: 3505.17 ms [2021-01-10 13:08:13 main:574] : INFO : Epoch 527 | loss: 0.0312286 | val_loss: 0.0312253 | Time: 3332.97 ms [2021-01-10 13:08:16 main:574] : INFO : Epoch 528 | loss: 0.0312254 | val_loss: 0.0312237 | Time: 3305.09 ms [2021-01-10 13:08:19 main:574] : INFO : Epoch 529 | loss: 0.0312257 | val_loss: 0.031223 | Time: 3501.77 ms [2021-01-10 13:08:23 main:574] : INFO : Epoch 530 | loss: 0.0312254 | val_loss: 0.0312224 | Time: 3382.34 ms [2021-01-10 13:08:26 main:574] : INFO : Epoch 531 | loss: 0.0312235 | val_loss: 0.031222 | Time: 3386.39 ms [2021-01-10 13:08:30 main:574] : INFO : Epoch 532 | loss: 0.0312246 | val_loss: 0.0312243 | Time: 3293.71 ms [2021-01-10 13:08:33 main:574] : INFO : Epoch 533 | loss: 0.0312241 | val_loss: 0.031222 | Time: 3292.67 ms [2021-01-10 13:08:36 main:574] : INFO : Epoch 534 | loss: 0.031224 | val_loss: 0.0312246 | Time: 3325.18 ms [2021-01-10 13:08:40 main:574] : INFO : Epoch 535 | loss: 0.0312243 | val_loss: 0.0312224 | Time: 3316.17 ms [2021-01-10 13:08:43 main:574] : INFO : Epoch 536 | loss: 0.0312236 | val_loss: 0.0312233 | Time: 3258.9 ms [2021-01-10 13:08:46 main:574] : INFO : Epoch 537 | loss: 0.0312227 | val_loss: 0.0312216 | Time: 3353.25 ms [2021-01-10 13:08:50 main:574] : INFO : Epoch 538 | loss: 0.0312224 | val_loss: 0.0312224 | Time: 3309.69 ms [2021-01-10 13:08:53 main:574] : INFO : Epoch 539 | loss: 0.0312229 | val_loss: 0.0312216 | Time: 3316.7 ms [2021-01-10 13:08:56 main:574] : INFO : Epoch 540 | loss: 0.0312229 | val_loss: 0.031221 | Time: 3289.73 ms [2021-01-10 13:09:00 main:574] : INFO : Epoch 541 | loss: 0.0312229 | val_loss: 0.031223 | Time: 3348.46 ms [2021-01-10 13:09:03 main:574] : INFO : Epoch 542 | loss: 0.0312213 | val_loss: 0.0312205 | Time: 3309.55 ms [2021-01-10 13:09:06 main:574] : INFO : Epoch 543 | loss: 0.0312211 | val_loss: 0.0312212 | Time: 3332.84 ms [2021-01-10 13:09:10 main:574] : INFO : Epoch 544 | loss: 0.031221 | val_loss: 0.0312234 | Time: 3465.22 ms [2021-01-10 13:09:13 main:574] : INFO : Epoch 545 | loss: 0.0312216 | val_loss: 0.0312204 | Time: 3274.23 ms [2021-01-10 13:09:16 main:574] : INFO : Epoch 546 | loss: 0.0312214 | val_loss: 0.0312208 | Time: 3278.88 ms [2021-01-10 13:09:20 main:574] : INFO : Epoch 547 | loss: 0.0312202 | val_loss: 0.0312197 | Time: 3265.83 ms [2021-01-10 13:09:23 main:574] : INFO : Epoch 548 | loss: 0.0312204 | val_loss: 0.0312201 | Time: 3247.97 ms [2021-01-10 13:09:26 main:574] : INFO : Epoch 549 | loss: 0.0312201 | val_loss: 0.0312207 | Time: 3313.86 ms [2021-01-10 13:09:30 main:574] : INFO : Epoch 550 | loss: 0.0312204 | val_loss: 0.031222 | Time: 3337.85 ms [2021-01-10 13:09:33 main:574] : INFO : Epoch 551 | loss: 0.0312238 | val_loss: 0.0312271 | Time: 3297.26 ms [2021-01-10 13:09:36 main:574] : INFO : Epoch 552 | loss: 0.0312249 | val_loss: 0.0312208 | Time: 3338.15 ms [2021-01-10 13:09:40 main:574] : INFO : Epoch 553 | loss: 0.0312205 | val_loss: 0.0312258 | Time: 3383.34 ms [2021-01-10 13:09:43 main:574] : INFO : Epoch 554 | loss: 0.0312216 | val_loss: 0.0312199 | Time: 3267.14 ms [2021-01-10 13:09:46 main:574] : INFO : Epoch 555 | loss: 0.03122 | val_loss: 0.0312199 | Time: 3245.6 ms [2021-01-10 13:09:49 main:574] : INFO : Epoch 556 | loss: 0.0312195 | val_loss: 0.0312201 | Time: 3322.38 ms [2021-01-10 13:09:53 main:574] : INFO : Epoch 557 | loss: 0.03122 | val_loss: 0.0312206 | Time: 3333.4 ms [2021-01-10 13:09:56 main:574] : INFO : Epoch 558 | loss: 0.0312209 | val_loss: 0.0312204 | Time: 3449.76 ms [2021-01-10 13:10:00 main:574] : INFO : Epoch 559 | loss: 0.0312217 | val_loss: 0.0312211 | Time: 3442.8 ms [2021-01-10 13:10:03 main:574] : INFO : Epoch 560 | loss: 0.0312203 | val_loss: 0.0312218 | Time: 3603.83 ms [2021-01-10 13:10:07 main:574] : INFO : Epoch 561 | loss: 0.031221 | val_loss: 0.0312194 | Time: 3600.79 ms [2021-01-10 13:10:11 main:574] : INFO : Epoch 562 | loss: 0.0312213 | val_loss: 0.03122 | Time: 3552.87 ms [2021-01-10 13:10:14 main:574] : INFO : Epoch 563 | loss: 0.0312215 | val_loss: 0.031219 | Time: 3258.49 ms [2021-01-10 13:10:17 main:574] : INFO : Epoch 564 | loss: 0.0312203 | val_loss: 0.0312194 | Time: 3299.95 ms [2021-01-10 13:10:20 main:574] : INFO : Epoch 565 | loss: 0.0312191 | val_loss: 0.0312184 | Time: 3278.94 ms [2021-01-10 13:10:24 main:574] : INFO : Epoch 566 | loss: 0.0312203 | val_loss: 0.0312222 | Time: 3281.97 ms [2021-01-10 13:10:27 main:574] : INFO : Epoch 567 | loss: 0.0312236 | val_loss: 0.0312291 | Time: 3263.57 ms [2021-01-10 13:10:30 main:574] : INFO : Epoch 568 | loss: 0.03122 | val_loss: 0.0312188 | Time: 3267.53 ms [2021-01-10 13:10:34 main:574] : INFO : Epoch 569 | loss: 0.0312179 | val_loss: 0.0312186 | Time: 3271.84 ms [2021-01-10 13:10:37 main:574] : INFO : Epoch 570 | loss: 0.031218 | val_loss: 0.0312203 | Time: 3267.27 ms [2021-01-10 13:10:40 main:574] : INFO : Epoch 571 | loss: 0.0312181 | val_loss: 0.0312187 | Time: 3323.55 ms [2021-01-10 13:10:44 main:574] : INFO : Epoch 572 | loss: 0.031218 | val_loss: 0.0312185 | Time: 3257.58 ms [2021-01-10 13:10:47 main:574] : INFO : Epoch 573 | loss: 0.031218 | val_loss: 0.0312183 | Time: 3255.2 ms [2021-01-10 13:10:50 main:574] : INFO : Epoch 574 | loss: 0.0312181 | val_loss: 0.0312184 | Time: 3256.61 ms [2021-01-10 13:10:53 main:574] : INFO : Epoch 575 | loss: 0.0312174 | val_loss: 0.0312194 | Time: 3297.64 ms [2021-01-10 13:10:57 main:574] : INFO : Epoch 576 | loss: 0.0312176 | val_loss: 0.0312178 | Time: 3287.6 ms [2021-01-10 13:11:00 main:574] : INFO : Epoch 577 | loss: 0.0312176 | val_loss: 0.0312191 | Time: 3249.4 ms [2021-01-10 13:11:03 main:574] : INFO : Epoch 578 | loss: 0.0312175 | val_loss: 0.0312199 | Time: 3266.44 ms [2021-01-10 13:11:07 main:574] : INFO : Epoch 579 | loss: 0.0312181 | val_loss: 0.0312206 | Time: 3246.59 ms [2021-01-10 13:11:10 main:574] : INFO : Epoch 580 | loss: 0.0312186 | val_loss: 0.0312208 | Time: 3270.2 ms [2021-01-10 13:11:13 main:574] : INFO : Epoch 581 | loss: 0.0312172 | val_loss: 0.0312185 | Time: 3357.63 ms [2021-01-10 13:11:17 main:574] : INFO : Epoch 582 | loss: 0.0312173 | val_loss: 0.0312181 | Time: 3267.07 ms [2021-01-10 13:11:20 main:574] : INFO : Epoch 583 | loss: 0.0312175 | val_loss: 0.0312184 | Time: 3348.61 ms [2021-01-10 13:11:23 main:574] : INFO : Epoch 584 | loss: 0.0312167 | val_loss: 0.0312179 | Time: 3422.29 ms [2021-01-10 13:11:27 main:574] : INFO : Epoch 585 | loss: 0.0312172 | val_loss: 0.0312182 | Time: 3319.47 ms [2021-01-10 13:11:30 main:574] : INFO : Epoch 586 | loss: 0.0312171 | val_loss: 0.0312195 | Time: 3271.48 ms [2021-01-10 13:11:33 main:574] : INFO : Epoch 587 | loss: 0.0312191 | val_loss: 0.0312193 | Time: 3274.13 ms [2021-01-10 13:11:37 main:574] : INFO : Epoch 588 | loss: 0.0312214 | val_loss: 0.0312188 | Time: 3285.43 ms [2021-01-10 13:11:40 main:574] : INFO : Epoch 589 | loss: 0.0312174 | val_loss: 0.031219 | Time: 3276.98 ms [2021-01-10 13:11:43 main:574] : INFO : Epoch 590 | loss: 0.0312191 | val_loss: 0.031221 | Time: 3278.54 ms [2021-01-10 13:11:47 main:574] : INFO : Epoch 591 | loss: 0.0312179 | val_loss: 0.031219 | Time: 3294.39 ms [2021-01-10 13:11:50 main:574] : INFO : Epoch 592 | loss: 0.0312167 | val_loss: 0.0312184 | Time: 3295.63 ms [2021-01-10 13:11:53 main:574] : INFO : Epoch 593 | loss: 0.0312165 | val_loss: 0.0312184 | Time: 3253.07 ms [2021-01-10 13:11:56 main:574] : INFO : Epoch 594 | loss: 0.0312166 | val_loss: 0.0312179 | Time: 3274.93 ms [2021-01-10 13:12:00 main:574] : INFO : Epoch 595 | loss: 0.0312174 | val_loss: 0.0312185 | Time: 3277.59 ms [2021-01-10 13:12:03 main:574] : INFO : Epoch 596 | loss: 0.0312164 | val_loss: 0.031219 | Time: 3267.47 ms [2021-01-10 13:12:06 main:574] : INFO : Epoch 597 | loss: 0.0312161 | val_loss: 0.0312182 | Time: 3263.62 ms [2021-01-10 13:12:10 main:574] : INFO : Epoch 598 | loss: 0.0312164 | val_loss: 0.0312173 | Time: 3274.37 ms [2021-01-10 13:12:13 main:574] : INFO : Epoch 599 | loss: 0.0312176 | val_loss: 0.0312193 | Time: 3258.01 ms [2021-01-10 13:12:16 main:574] : INFO : Epoch 600 | loss: 0.0312169 | val_loss: 0.0312174 | Time: 3259.17 ms [2021-01-10 13:12:19 main:574] : INFO : Epoch 601 | loss: 0.0312167 | val_loss: 0.0312179 | Time: 3250.13 ms [2021-01-10 13:12:23 main:574] : INFO : Epoch 602 | loss: 0.0312156 | val_loss: 0.0312195 | Time: 3274.97 ms [2021-01-10 13:12:26 main:574] : INFO : Epoch 603 | loss: 0.0312159 | val_loss: 0.0312173 | Time: 3263.16 ms [2021-01-10 13:12:29 main:574] : INFO : Epoch 604 | loss: 0.0312155 | val_loss: 0.0312172 | Time: 3279.74 ms [2021-01-10 13:12:33 main:574] : INFO : Epoch 605 | loss: 0.0312153 | val_loss: 0.0312173 | Time: 3291.09 ms [2021-01-10 13:12:36 main:574] : INFO : Epoch 606 | loss: 0.0312154 | val_loss: 0.0312175 | Time: 3273.76 ms [2021-01-10 13:12:39 main:574] : INFO : Epoch 607 | loss: 0.0312153 | val_loss: 0.0312174 | Time: 3270.99 ms [2021-01-10 13:12:43 main:574] : INFO : Epoch 608 | loss: 0.0312156 | val_loss: 0.0312193 | Time: 3252.28 ms [2021-01-10 13:12:46 main:574] : INFO : Epoch 609 | loss: 0.031218 | val_loss: 0.0312224 | Time: 3267.56 ms [2021-01-10 13:12:49 main:574] : INFO : Epoch 610 | loss: 0.0312167 | val_loss: 0.0312172 | Time: 3264.48 ms [2021-01-10 13:12:52 main:574] : INFO : Epoch 611 | loss: 0.0312167 | val_loss: 0.0312182 | Time: 3259.1 ms [2021-01-10 13:12:56 main:574] : INFO : Epoch 612 | loss: 0.0312178 | val_loss: 0.0312178 | Time: 3273.97 ms [2021-01-10 13:12:59 main:574] : INFO : Epoch 613 | loss: 0.0312172 | val_loss: 0.0312176 | Time: 3265.9 ms [2021-01-10 13:13:02 main:574] : INFO : Epoch 614 | loss: 0.0312169 | val_loss: 0.0312189 | Time: 3271.25 ms [2021-01-10 13:13:06 main:574] : INFO : Epoch 615 | loss: 0.0312166 | val_loss: 0.031217 | Time: 3250.62 ms [2021-01-10 13:13:09 main:574] : INFO : Epoch 616 | loss: 0.031216 | val_loss: 0.031217 | Time: 3269.81 ms [2021-01-10 13:13:12 main:574] : INFO : Epoch 617 | loss: 0.0312162 | val_loss: 0.0312185 | Time: 3280.99 ms [2021-01-10 13:13:15 main:574] : INFO : Epoch 618 | loss: 0.031219 | val_loss: 0.0312193 | Time: 3279.44 ms [2021-01-10 13:13:19 main:574] : INFO : Epoch 619 | loss: 0.0312199 | val_loss: 0.0312194 | Time: 3285.43 ms [2021-01-10 13:13:22 main:574] : INFO : Epoch 620 | loss: 0.0312209 | val_loss: 0.0312206 | Time: 3282.56 ms [2021-01-10 13:13:25 main:574] : INFO : Epoch 621 | loss: 0.0312238 | val_loss: 0.0312365 | Time: 3269.29 ms [2021-01-10 13:13:29 main:574] : INFO : Epoch 622 | loss: 0.0312394 | val_loss: 0.0312395 | Time: 3258.43 ms [2021-01-10 13:13:32 main:574] : INFO : Epoch 623 | loss: 0.031238 | val_loss: 0.0312352 | Time: 3278.44 ms [2021-01-10 13:13:35 main:574] : INFO : Epoch 624 | loss: 0.031236 | val_loss: 0.0312342 | Time: 3270.53 ms [2021-01-10 13:13:39 main:574] : INFO : Epoch 625 | loss: 0.0312337 | val_loss: 0.0312307 | Time: 3293.8 ms [2021-01-10 13:13:42 main:574] : INFO : Epoch 626 | loss: 0.0312313 | val_loss: 0.0312293 | Time: 3254.83 ms [2021-01-10 13:13:45 main:574] : INFO : Epoch 627 | loss: 0.0312311 | val_loss: 0.0312288 | Time: 3262.76 ms [2021-01-10 13:13:48 main:574] : INFO : Epoch 628 | loss: 0.0312282 | val_loss: 0.031227 | Time: 3277.33 ms [2021-01-10 13:13:52 main:574] : INFO : Epoch 629 | loss: 0.0312282 | val_loss: 0.0312269 | Time: 3267.72 ms [2021-01-10 13:13:55 main:574] : INFO : Epoch 630 | loss: 0.0312271 | val_loss: 0.0312262 | Time: 3270.04 ms [2021-01-10 13:13:58 main:574] : INFO : Epoch 631 | loss: 0.0312265 | val_loss: 0.0312259 | Time: 3260.18 ms [2021-01-10 13:14:02 main:574] : INFO : Epoch 632 | loss: 0.031226 | val_loss: 0.0312257 | Time: 3265.4 ms [2021-01-10 13:14:05 main:574] : INFO : Epoch 633 | loss: 0.031226 | val_loss: 0.0312249 | Time: 3318.96 ms [2021-01-10 13:14:08 main:574] : INFO : Epoch 634 | loss: 0.0312258 | val_loss: 0.0312247 | Time: 3272.18 ms [2021-01-10 13:14:12 main:574] : INFO : Epoch 635 | loss: 0.0312253 | val_loss: 0.0312244 | Time: 3267.48 ms [2021-01-10 13:14:15 main:574] : INFO : Epoch 636 | loss: 0.0312255 | val_loss: 0.0312248 | Time: 3259.33 ms [2021-01-10 13:14:18 main:574] : INFO : Epoch 637 | loss: 0.031226 | val_loss: 0.0312257 | Time: 3300.88 ms [2021-01-10 13:14:21 main:574] : INFO : Epoch 638 | loss: 0.0312266 | val_loss: 0.0312243 | Time: 3277.26 ms [2021-01-10 13:14:25 main:574] : INFO : Epoch 639 | loss: 0.0312286 | val_loss: 0.0312372 | Time: 3328.24 ms [2021-01-10 13:14:28 main:574] : INFO : Epoch 640 | loss: 0.0312312 | val_loss: 0.0312296 | Time: 3318.81 ms [2021-01-10 13:14:31 main:574] : INFO : Epoch 641 | loss: 0.0312254 | val_loss: 0.0312243 | Time: 3287.26 ms [2021-01-10 13:14:35 main:574] : INFO : Epoch 642 | loss: 0.0312242 | val_loss: 0.031224 | Time: 3313.02 ms [2021-01-10 13:14:38 main:574] : INFO : Epoch 643 | loss: 0.0312241 | val_loss: 0.0312257 | Time: 3273.52 ms [2021-01-10 13:14:41 main:574] : INFO : Epoch 644 | loss: 0.0312245 | val_loss: 0.0312245 | Time: 3270.76 ms [2021-01-10 13:14:45 main:574] : INFO : Epoch 645 | loss: 0.0312239 | val_loss: 0.0312242 | Time: 3268.3 ms [2021-01-10 13:14:48 main:574] : INFO : Epoch 646 | loss: 0.0312233 | val_loss: 0.0312239 | Time: 3435.94 ms [2021-01-10 13:14:51 main:574] : INFO : Epoch 647 | loss: 0.0312237 | val_loss: 0.0312239 | Time: 3360.1 ms [2021-01-10 13:14:55 main:574] : INFO : Epoch 648 | loss: 0.0312235 | val_loss: 0.0312246 | Time: 3337.35 ms [2021-01-10 13:14:58 main:574] : INFO : Epoch 649 | loss: 0.0312236 | val_loss: 0.0312267 | Time: 3355.2 ms [2021-01-10 13:15:02 main:574] : INFO : Epoch 650 | loss: 0.0312239 | val_loss: 0.0312235 | Time: 3361.06 ms [2021-01-10 13:15:05 main:574] : INFO : Epoch 651 | loss: 0.0312235 | val_loss: 0.0312237 | Time: 3392.88 ms [2021-01-10 13:15:08 main:574] : INFO : Epoch 652 | loss: 0.0312232 | val_loss: 0.0312234 | Time: 3299.2 ms [2021-01-10 13:15:12 main:574] : INFO : Epoch 653 | loss: 0.0312237 | val_loss: 0.0312232 | Time: 3365.27 ms [2021-01-10 13:15:15 main:574] : INFO : Epoch 654 | loss: 0.0312225 | val_loss: 0.0312231 | Time: 3373.25 ms [2021-01-10 13:15:19 main:574] : INFO : Epoch 655 | loss: 0.0312231 | val_loss: 0.0312229 | Time: 3341.12 ms [2021-01-10 13:15:22 main:574] : INFO : Epoch 656 | loss: 0.0312221 | val_loss: 0.031223 | Time: 3273.88 ms [2021-01-10 13:15:25 main:574] : INFO : Epoch 657 | loss: 0.0312224 | val_loss: 0.0312233 | Time: 3261.27 ms [2021-01-10 13:15:28 main:574] : INFO : Epoch 658 | loss: 0.0312228 | val_loss: 0.0312234 | Time: 3281.34 ms [2021-01-10 13:15:32 main:574] : INFO : Epoch 659 | loss: 0.031223 | val_loss: 0.0312234 | Time: 3269.94 ms [2021-01-10 13:15:35 main:574] : INFO : Epoch 660 | loss: 0.031222 | val_loss: 0.0312231 | Time: 3276.12 ms [2021-01-10 13:15:38 main:574] : INFO : Epoch 661 | loss: 0.0312217 | val_loss: 0.0312227 | Time: 3273.87 ms [2021-01-10 13:15:42 main:574] : INFO : Epoch 662 | loss: 0.0312221 | val_loss: 0.0312229 | Time: 3252.32 ms [2021-01-10 13:15:45 main:574] : INFO : Epoch 663 | loss: 0.031222 | val_loss: 0.0312226 | Time: 3262 ms [2021-01-10 13:15:48 main:574] : INFO : Epoch 664 | loss: 0.0312215 | val_loss: 0.0312226 | Time: 3249.69 ms [2021-01-10 13:15:51 main:574] : INFO : Epoch 665 | loss: 0.031221 | val_loss: 0.0312227 | Time: 3267.36 ms [2021-01-10 13:15:55 main:574] : INFO : Epoch 666 | loss: 0.0312212 | val_loss: 0.0312223 | Time: 3275.71 ms [2021-01-10 13:15:58 main:574] : INFO : Epoch 667 | loss: 0.0312215 | val_loss: 0.0312226 | Time: 3258.56 ms [2021-01-10 13:16:01 main:574] : INFO : Epoch 668 | loss: 0.0312214 | val_loss: 0.031223 | Time: 3263.41 ms [2021-01-10 13:16:05 main:574] : INFO : Epoch 669 | loss: 0.0312219 | val_loss: 0.031227 | Time: 3254.28 ms [2021-01-10 13:16:08 main:574] : INFO : Epoch 670 | loss: 0.0312214 | val_loss: 0.0312222 | Time: 3267.11 ms [2021-01-10 13:16:11 main:574] : INFO : Epoch 671 | loss: 0.0312215 | val_loss: 0.0312243 | Time: 3268.55 ms [2021-01-10 13:16:14 main:574] : INFO : Epoch 672 | loss: 0.0312224 | val_loss: 0.0312299 | Time: 3278.81 ms [2021-01-10 13:16:18 main:574] : INFO : Epoch 673 | loss: 0.0312212 | val_loss: 0.0312238 | Time: 3269.92 ms [2021-01-10 13:16:21 main:574] : INFO : Epoch 674 | loss: 0.0312209 | val_loss: 0.0312261 | Time: 3264.58 ms [2021-01-10 13:16:24 main:574] : INFO : Epoch 675 | loss: 0.031221 | val_loss: 0.0312238 | Time: 3296.51 ms [2021-01-10 13:16:28 main:574] : INFO : Epoch 676 | loss: 0.0312223 | val_loss: 0.0312293 | Time: 3267.78 ms [2021-01-10 13:16:31 main:574] : INFO : Epoch 677 | loss: 0.0312244 | val_loss: 0.0312218 | Time: 3242 ms [2021-01-10 13:16:34 main:574] : INFO : Epoch 678 | loss: 0.0312203 | val_loss: 0.0312228 | Time: 3258.57 ms [2021-01-10 13:16:37 main:574] : INFO : Epoch 679 | loss: 0.0312202 | val_loss: 0.0312225 | Time: 3268.79 ms [2021-01-10 13:16:41 main:574] : INFO : Epoch 680 | loss: 0.0312203 | val_loss: 0.0312214 | Time: 3246.1 ms [2021-01-10 13:16:44 main:574] : INFO : Epoch 681 | loss: 0.0312221 | val_loss: 0.0312223 | Time: 3269.85 ms [2021-01-10 13:16:47 main:574] : INFO : Epoch 682 | loss: 0.0312203 | val_loss: 0.031224 | Time: 3265.36 ms [2021-01-10 13:16:51 main:574] : INFO : Epoch 683 | loss: 0.0312203 | val_loss: 0.0312228 | Time: 3294.51 ms [2021-01-10 13:16:54 main:574] : INFO : Epoch 684 | loss: 0.0312204 | val_loss: 0.0312224 | Time: 3267.88 ms [2021-01-10 13:16:57 main:574] : INFO : Epoch 685 | loss: 0.0312205 | val_loss: 0.0312214 | Time: 3248.77 ms [2021-01-10 13:17:00 main:574] : INFO : Epoch 686 | loss: 0.0312196 | val_loss: 0.0312218 | Time: 3264.24 ms [2021-01-10 13:17:04 main:574] : INFO : Epoch 687 | loss: 0.0312202 | val_loss: 0.0312237 | Time: 3277.8 ms [2021-01-10 13:17:07 main:574] : INFO : Epoch 688 | loss: 0.0312208 | val_loss: 0.0312315 | Time: 3263.59 ms [2021-01-10 13:17:10 main:574] : INFO : Epoch 689 | loss: 0.0312239 | val_loss: 0.0312233 | Time: 3264.09 ms [2021-01-10 13:17:14 main:574] : INFO : Epoch 690 | loss: 0.0312197 | val_loss: 0.0312231 | Time: 3254.47 ms [2021-01-10 13:17:17 main:574] : INFO : Epoch 691 | loss: 0.0312201 | val_loss: 0.0312216 | Time: 3267.11 ms [2021-01-10 13:17:20 main:574] : INFO : Epoch 692 | loss: 0.0312192 | val_loss: 0.0312229 | Time: 3258.76 ms [2021-01-10 13:17:24 main:574] : INFO : Epoch 693 | loss: 0.0312194 | val_loss: 0.0312236 | Time: 3277.36 ms [2021-01-10 13:17:27 main:574] : INFO : Epoch 694 | loss: 0.03122 | val_loss: 0.0312211 | Time: 3258.58 ms [2021-01-10 13:17:30 main:574] : INFO : Epoch 695 | loss: 0.0312185 | val_loss: 0.0312219 | Time: 3263.32 ms [2021-01-10 13:17:33 main:574] : INFO : Epoch 696 | loss: 0.0312185 | val_loss: 0.0312216 | Time: 3259.99 ms [2021-01-10 13:17:37 main:574] : INFO : Epoch 697 | loss: 0.0312183 | val_loss: 0.0312234 | Time: 3255.06 ms [2021-01-10 13:17:40 main:574] : INFO : Epoch 698 | loss: 0.0312191 | val_loss: 0.0312237 | Time: 3256.61 ms [2021-01-10 13:17:43 main:574] : INFO : Epoch 699 | loss: 0.0312182 | val_loss: 0.0312204 | Time: 3255.36 ms [2021-01-10 13:17:46 main:574] : INFO : Epoch 700 | loss: 0.0312177 | val_loss: 0.0312199 | Time: 3257.4 ms [2021-01-10 13:17:50 main:574] : INFO : Epoch 701 | loss: 0.0312187 | val_loss: 0.0312209 | Time: 3265.82 ms [2021-01-10 13:17:53 main:574] : INFO : Epoch 702 | loss: 0.0312175 | val_loss: 0.0312195 | Time: 3256.57 ms [2021-01-10 13:17:56 main:574] : INFO : Epoch 703 | loss: 0.0312168 | val_loss: 0.0312193 | Time: 3264.07 ms [2021-01-10 13:18:00 main:574] : INFO : Epoch 704 | loss: 0.0312167 | val_loss: 0.031219 | Time: 3272.74 ms [2021-01-10 13:18:03 main:574] : INFO : Epoch 705 | loss: 0.0312189 | val_loss: 0.0312197 | Time: 3260.52 ms [2021-01-10 13:18:06 main:574] : INFO : Epoch 706 | loss: 0.0312194 | val_loss: 0.0312195 | Time: 3266.6 ms [2021-01-10 13:18:09 main:574] : INFO : Epoch 707 | loss: 0.0312191 | val_loss: 0.0312282 | Time: 3264.69 ms [2021-01-10 13:18:13 main:574] : INFO : Epoch 708 | loss: 0.0312206 | val_loss: 0.0312197 | Time: 3241.3 ms [2021-01-10 13:18:16 main:574] : INFO : Epoch 709 | loss: 0.0312165 | val_loss: 0.0312192 | Time: 3272.38 ms [2021-01-10 13:18:19 main:574] : INFO : Epoch 710 | loss: 0.0312169 | val_loss: 0.0312195 | Time: 3264.75 ms [2021-01-10 13:18:23 main:574] : INFO : Epoch 711 | loss: 0.0312182 | val_loss: 0.0312239 | Time: 3283.45 ms [2021-01-10 13:18:26 main:574] : INFO : Epoch 712 | loss: 0.0312177 | val_loss: 0.031219 | Time: 3263.82 ms [2021-01-10 13:18:29 main:574] : INFO : Epoch 713 | loss: 0.0312161 | val_loss: 0.0312207 | Time: 3239.9 ms [2021-01-10 13:18:33 main:574] : INFO : Epoch 714 | loss: 0.031216 | val_loss: 0.0312191 | Time: 3281.17 ms [2021-01-10 13:18:36 main:574] : INFO : Epoch 715 | loss: 0.0312157 | val_loss: 0.0312236 | Time: 3265.62 ms [2021-01-10 13:18:39 main:574] : INFO : Epoch 716 | loss: 0.0312171 | val_loss: 0.031223 | Time: 3265.61 ms [2021-01-10 13:18:42 main:574] : INFO : Epoch 717 | loss: 0.0312186 | val_loss: 0.0312193 | Time: 3290.57 ms [2021-01-10 13:18:46 main:574] : INFO : Epoch 718 | loss: 0.0312186 | val_loss: 0.0312204 | Time: 3257.87 ms [2021-01-10 13:18:49 main:574] : INFO : Epoch 719 | loss: 0.0312173 | val_loss: 0.0312203 | Time: 3277.85 ms [2021-01-10 13:18:52 main:574] : INFO : Epoch 720 | loss: 0.031219 | val_loss: 0.0312261 | Time: 3258.9 ms [2021-01-10 13:18:56 main:574] : INFO : Epoch 721 | loss: 0.0312267 | val_loss: 0.0312269 | Time: 3263.76 ms [2021-01-10 13:18:59 main:574] : INFO : Epoch 722 | loss: 0.0312289 | val_loss: 0.0312303 | Time: 3259.44 ms [2021-01-10 13:19:02 main:574] : INFO : Epoch 723 | loss: 0.031225 | val_loss: 0.0312247 | Time: 3274.11 ms [2021-01-10 13:19:05 main:574] : INFO : Epoch 724 | loss: 0.0312236 | val_loss: 0.031224 | Time: 3288.83 ms [2021-01-10 13:19:09 main:574] : INFO : Epoch 725 | loss: 0.031223 | val_loss: 0.0312245 | Time: 3243.15 ms [2021-01-10 13:19:12 main:574] : INFO : Epoch 726 | loss: 0.0312238 | val_loss: 0.031224 | Time: 3245.43 ms [2021-01-10 13:19:15 main:574] : INFO : Epoch 727 | loss: 0.0312239 | val_loss: 0.0312235 | Time: 3277.05 ms [2021-01-10 13:19:19 main:574] : INFO : Epoch 728 | loss: 0.0312213 | val_loss: 0.0312227 | Time: 3271.76 ms [2021-01-10 13:19:22 main:574] : INFO : Epoch 729 | loss: 0.0312206 | val_loss: 0.0312218 | Time: 3270.61 ms [2021-01-10 13:19:25 main:574] : INFO : Epoch 730 | loss: 0.031221 | val_loss: 0.0312263 | Time: 3250.96 ms [2021-01-10 13:19:30 main:574] : INFO : Epoch 731 | loss: 0.0312223 | val_loss: 0.0312241 | Time: 4966.4 ms [2021-01-10 13:19:35 main:574] : INFO : Epoch 732 | loss: 0.0312208 | val_loss: 0.0312233 | Time: 4988.44 ms [2021-01-10 13:19:39 main:574] : INFO : Epoch 733 | loss: 0.0312204 | val_loss: 0.0312222 | Time: 3388.7 ms [2021-01-10 13:19:42 main:574] : INFO : Epoch 734 | loss: 0.031223 | val_loss: 0.0312214 | Time: 3373.59 ms [2021-01-10 13:19:45 main:574] : INFO : Epoch 735 | loss: 0.0312193 | val_loss: 0.0312212 | Time: 3342.42 ms [2021-01-10 13:19:49 main:574] : INFO : Epoch 736 | loss: 0.0312186 | val_loss: 0.0312206 | Time: 3367.28 ms [2021-01-10 13:19:52 main:574] : INFO : Epoch 737 | loss: 0.0312186 | val_loss: 0.0312208 | Time: 3317.49 ms [2021-01-10 13:19:55 main:574] : INFO : Epoch 738 | loss: 0.0312176 | val_loss: 0.0312214 | Time: 3283.94 ms [2021-01-10 13:19:59 main:574] : INFO : Epoch 739 | loss: 0.031218 | val_loss: 0.0312222 | Time: 3293.71 ms [2021-01-10 13:20:02 main:574] : INFO : Epoch 740 | loss: 0.0312181 | val_loss: 0.031224 | Time: 3263.1 ms [2021-01-10 13:20:05 main:574] : INFO : Epoch 741 | loss: 0.0312179 | val_loss: 0.0312218 | Time: 3252.75 ms [2021-01-10 13:20:08 main:574] : INFO : Epoch 742 | loss: 0.0312168 | val_loss: 0.03122 | Time: 3259.24 ms [2021-01-10 13:20:12 main:574] : INFO : Epoch 743 | loss: 0.0312171 | val_loss: 0.0312205 | Time: 3264.23 ms [2021-01-10 13:20:15 main:574] : INFO : Epoch 744 | loss: 0.0312172 | val_loss: 0.0312227 | Time: 3302.92 ms [2021-01-10 13:20:18 main:574] : INFO : Epoch 745 | loss: 0.0312184 | val_loss: 0.03123 | Time: 3263.81 ms [2021-01-10 13:20:22 main:574] : INFO : Epoch 746 | loss: 0.0312202 | val_loss: 0.031227 | Time: 3277.14 ms [2021-01-10 13:20:25 main:574] : INFO : Epoch 747 | loss: 0.0312204 | val_loss: 0.0312215 | Time: 3285.13 ms [2021-01-10 13:20:28 main:574] : INFO : Epoch 748 | loss: 0.0312183 | val_loss: 0.0312234 | Time: 3283.57 ms [2021-01-10 13:20:32 main:574] : INFO : Epoch 749 | loss: 0.0312178 | val_loss: 0.0312212 | Time: 3266.07 ms [2021-01-10 13:20:35 main:574] : INFO : Epoch 750 | loss: 0.0312186 | val_loss: 0.0312245 | Time: 3286.81 ms [2021-01-10 13:20:38 main:574] : INFO : Epoch 751 | loss: 0.0312182 | val_loss: 0.0312244 | Time: 3290.63 ms [2021-01-10 13:20:42 main:574] : INFO : Epoch 752 | loss: 0.0312191 | val_loss: 0.031227 | Time: 3307.35 ms [2021-01-10 13:20:45 main:574] : INFO : Epoch 753 | loss: 0.0312179 | val_loss: 0.0312216 | Time: 3288.15 ms [2021-01-10 13:20:48 main:574] : INFO : Epoch 754 | loss: 0.0312175 | val_loss: 0.0312209 | Time: 3260.5 ms [2021-01-10 13:20:51 main:574] : INFO : Epoch 755 | loss: 0.0312163 | val_loss: 0.0312213 | Time: 3273.61 ms [2021-01-10 13:20:55 main:574] : INFO : Epoch 756 | loss: 0.0312171 | val_loss: 0.0312202 | Time: 3273.34 ms [2021-01-10 13:20:58 main:574] : INFO : Epoch 757 | loss: 0.0312167 | val_loss: 0.0312196 | Time: 3269.74 ms [2021-01-10 13:21:01 main:574] : INFO : Epoch 758 | loss: 0.0312168 | val_loss: 0.0312194 | Time: 3269.38 ms [2021-01-10 13:21:05 main:574] : INFO : Epoch 759 | loss: 0.0312169 | val_loss: 0.0312189 | Time: 3259.58 ms [2021-01-10 13:21:08 main:574] : INFO : Epoch 760 | loss: 0.0312172 | val_loss: 0.0312196 | Time: 3260.42 ms [2021-01-10 13:21:11 main:574] : INFO : Epoch 761 | loss: 0.0312152 | val_loss: 0.0312206 | Time: 3247.75 ms [2021-01-10 13:21:14 main:574] : INFO : Epoch 762 | loss: 0.0312166 | val_loss: 0.0312186 | Time: 3275.28 ms [2021-01-10 13:21:18 main:574] : INFO : Epoch 763 | loss: 0.0312156 | val_loss: 0.0312191 | Time: 3258.9 ms [2021-01-10 13:21:21 main:574] : INFO : Epoch 764 | loss: 0.0312151 | val_loss: 0.0312183 | Time: 3275.78 ms [2021-01-10 13:21:24 main:574] : INFO : Epoch 765 | loss: 0.0312148 | val_loss: 0.0312218 | Time: 3274.47 ms [2021-01-10 13:21:28 main:574] : INFO : Epoch 766 | loss: 0.0312176 | val_loss: 0.0312259 | Time: 3265.65 ms [2021-01-10 13:21:31 main:574] : INFO : Epoch 767 | loss: 0.0312184 | val_loss: 0.0312238 | Time: 3275.78 ms [2021-01-10 13:21:34 main:574] : INFO : Epoch 768 | loss: 0.0312192 | val_loss: 0.0312206 | Time: 3247.53 ms [2021-01-10 13:21:37 main:574] : INFO : Epoch 769 | loss: 0.0312174 | val_loss: 0.0312193 | Time: 3277.44 ms [2021-01-10 13:21:41 main:574] : INFO : Epoch 770 | loss: 0.0312167 | val_loss: 0.0312196 | Time: 3261.83 ms [2021-01-10 13:21:44 main:574] : INFO : Epoch 771 | loss: 0.0312158 | val_loss: 0.0312206 | Time: 3252.4 ms [2021-01-10 13:21:47 main:574] : INFO : Epoch 772 | loss: 0.0312164 | val_loss: 0.0312207 | Time: 3255.5 ms [2021-01-10 13:21:51 main:574] : INFO : Epoch 773 | loss: 0.0312163 | val_loss: 0.0312204 | Time: 3239.89 ms [2021-01-10 13:21:54 main:574] : INFO : Epoch 774 | loss: 0.0312155 | val_loss: 0.031219 | Time: 3267 ms [2021-01-10 13:21:57 main:574] : INFO : Epoch 775 | loss: 0.0312153 | val_loss: 0.0312218 | Time: 3268.82 ms [2021-01-10 13:22:00 main:574] : INFO : Epoch 776 | loss: 0.0312151 | val_loss: 0.031219 | Time: 3265.35 ms [2021-01-10 13:22:04 main:574] : INFO : Epoch 777 | loss: 0.0312152 | val_loss: 0.0312205 | Time: 3285.97 ms [2021-01-10 13:22:07 main:574] : INFO : Epoch 778 | loss: 0.0312171 | val_loss: 0.0312189 | Time: 3263.21 ms [2021-01-10 13:22:10 main:574] : INFO : Epoch 779 | loss: 0.0312165 | val_loss: 0.031219 | Time: 3271.6 ms [2021-01-10 13:22:14 main:574] : INFO : Epoch 780 | loss: 0.0312142 | val_loss: 0.0312182 | Time: 3326.39 ms [2021-01-10 13:22:17 main:574] : INFO : Epoch 781 | loss: 0.0312154 | val_loss: 0.0312192 | Time: 3304.75 ms [2021-01-10 13:22:20 main:574] : INFO : Epoch 782 | loss: 0.0312164 | val_loss: 0.0312188 | Time: 3296.21 ms [2021-01-10 13:22:24 main:574] : INFO : Epoch 783 | loss: 0.0312152 | val_loss: 0.0312187 | Time: 3246.42 ms [2021-01-10 13:22:27 main:574] : INFO : Epoch 784 | loss: 0.0312157 | val_loss: 0.0312186 | Time: 3271.43 ms [2021-01-10 13:22:30 main:574] : INFO : Epoch 785 | loss: 0.0312147 | val_loss: 0.0312185 | Time: 3333.18 ms [2021-01-10 13:22:34 main:574] : INFO : Epoch 786 | loss: 0.031214 | val_loss: 0.0312179 | Time: 3326.87 ms [2021-01-10 13:22:37 main:574] : INFO : Epoch 787 | loss: 0.0312158 | val_loss: 0.0312223 | Time: 3232.14 ms [2021-01-10 13:22:40 main:574] : INFO : Epoch 788 | loss: 0.0312158 | val_loss: 0.0312181 | Time: 3251.98 ms [2021-01-10 13:22:43 main:574] : INFO : Epoch 789 | loss: 0.0312171 | val_loss: 0.0312192 | Time: 3235.95 ms [2021-01-10 13:22:47 main:574] : INFO : Epoch 790 | loss: 0.0312175 | val_loss: 0.0312215 | Time: 3270.25 ms [2021-01-10 13:22:50 main:574] : INFO : Epoch 791 | loss: 0.031218 | val_loss: 0.0312205 | Time: 3245.04 ms [2021-01-10 13:22:53 main:574] : INFO : Epoch 792 | loss: 0.0312154 | val_loss: 0.0312177 | Time: 3241.29 ms [2021-01-10 13:22:56 main:574] : INFO : Epoch 793 | loss: 0.0312149 | val_loss: 0.0312177 | Time: 3252.87 ms [2021-01-10 13:23:00 main:574] : INFO : Epoch 794 | loss: 0.0312147 | val_loss: 0.0312193 | Time: 3328.96 ms [2021-01-10 13:23:03 main:574] : INFO : Epoch 795 | loss: 0.0312155 | val_loss: 0.0312189 | Time: 3283.37 ms [2021-01-10 13:23:06 main:574] : INFO : Epoch 796 | loss: 0.031214 | val_loss: 0.0312181 | Time: 3302 ms [2021-01-10 13:23:10 main:574] : INFO : Epoch 797 | loss: 0.0312135 | val_loss: 0.0312181 | Time: 3367.73 ms [2021-01-10 13:23:13 main:574] : INFO : Epoch 798 | loss: 0.0312132 | val_loss: 0.0312167 | Time: 3455.21 ms [2021-01-10 13:23:17 main:574] : INFO : Epoch 799 | loss: 0.0312133 | val_loss: 0.0312171 | Time: 3364.68 ms [2021-01-10 13:23:20 main:574] : INFO : Epoch 800 | loss: 0.0312134 | val_loss: 0.0312178 | Time: 3337.84 ms [2021-01-10 13:23:23 main:574] : INFO : Epoch 801 | loss: 0.0312136 | val_loss: 0.0312175 | Time: 3356.43 ms [2021-01-10 13:23:27 main:574] : INFO : Epoch 802 | loss: 0.0312144 | val_loss: 0.0312169 | Time: 3441.88 ms [2021-01-10 13:23:30 main:574] : INFO : Epoch 803 | loss: 0.0312131 | val_loss: 0.0312173 | Time: 3402.62 ms [2021-01-10 13:23:34 main:574] : INFO : Epoch 804 | loss: 0.0312129 | val_loss: 0.031219 | Time: 3332.98 ms [2021-01-10 13:23:37 main:574] : INFO : Epoch 805 | loss: 0.0312128 | val_loss: 0.0312161 | Time: 3361.17 ms [2021-01-10 13:23:40 main:574] : INFO : Epoch 806 | loss: 0.0312134 | val_loss: 0.0312162 | Time: 3361.02 ms [2021-01-10 13:23:44 main:574] : INFO : Epoch 807 | loss: 0.0312122 | val_loss: 0.0312175 | Time: 3339.08 ms [2021-01-10 13:23:47 main:574] : INFO : Epoch 808 | loss: 0.0312136 | val_loss: 0.0312179 | Time: 3324.26 ms [2021-01-10 13:23:50 main:574] : INFO : Epoch 809 | loss: 0.0312126 | val_loss: 0.0312163 | Time: 3390.28 ms [2021-01-10 13:23:54 main:574] : INFO : Epoch 810 | loss: 0.0312122 | val_loss: 0.031217 | Time: 3345.34 ms [2021-01-10 13:23:57 main:574] : INFO : Epoch 811 | loss: 0.0312135 | val_loss: 0.0312186 | Time: 3297.7 ms [2021-01-10 13:24:01 main:574] : INFO : Epoch 812 | loss: 0.0312123 | val_loss: 0.0312205 | Time: 3291.89 ms [2021-01-10 13:24:04 main:574] : INFO : Epoch 813 | loss: 0.0312146 | val_loss: 0.0312273 | Time: 3428.79 ms [2021-01-10 13:24:07 main:574] : INFO : Epoch 814 | loss: 0.0312131 | val_loss: 0.0312182 | Time: 3321.96 ms [2021-01-10 13:24:11 main:574] : INFO : Epoch 815 | loss: 0.0312123 | val_loss: 0.031218 | Time: 3366.46 ms [2021-01-10 13:24:14 main:574] : INFO : Epoch 816 | loss: 0.0312107 | val_loss: 0.0312171 | Time: 3304.05 ms [2021-01-10 13:24:17 main:574] : INFO : Epoch 817 | loss: 0.0312106 | val_loss: 0.0312161 | Time: 3336.37 ms [2021-01-10 13:24:21 main:574] : INFO : Epoch 818 | loss: 0.0312112 | val_loss: 0.0312189 | Time: 3255.93 ms [2021-01-10 13:24:24 main:574] : INFO : Epoch 819 | loss: 0.0312111 | val_loss: 0.0312175 | Time: 3336.62 ms [2021-01-10 13:24:27 main:574] : INFO : Epoch 820 | loss: 0.0312131 | val_loss: 0.0312182 | Time: 3364.12 ms [2021-01-10 13:24:31 main:574] : INFO : Epoch 821 | loss: 0.0312125 | val_loss: 0.0312165 | Time: 3334.56 ms [2021-01-10 13:24:34 main:574] : INFO : Epoch 822 | loss: 0.0312111 | val_loss: 0.0312171 | Time: 3332.57 ms [2021-01-10 13:24:37 main:574] : INFO : Epoch 823 | loss: 0.0312113 | val_loss: 0.0312211 | Time: 3294.64 ms [2021-01-10 13:24:41 main:574] : INFO : Epoch 824 | loss: 0.0312121 | val_loss: 0.031216 | Time: 3310.16 ms [2021-01-10 13:24:44 main:574] : INFO : Epoch 825 | loss: 0.0312106 | val_loss: 0.0312162 | Time: 3346.41 ms [2021-01-10 13:24:47 main:574] : INFO : Epoch 826 | loss: 0.0312149 | val_loss: 0.0312241 | Time: 3282.36 ms [2021-01-10 13:24:51 main:574] : INFO : Epoch 827 | loss: 0.0312131 | val_loss: 0.0312165 | Time: 3292.25 ms [2021-01-10 13:24:54 main:574] : INFO : Epoch 828 | loss: 0.0312114 | val_loss: 0.0312169 | Time: 3310.38 ms [2021-01-10 13:24:57 main:574] : INFO : Epoch 829 | loss: 0.0312104 | val_loss: 0.0312181 | Time: 3305.21 ms [2021-01-10 13:25:01 main:574] : INFO : Epoch 830 | loss: 0.0312111 | val_loss: 0.031217 | Time: 3340.79 ms [2021-01-10 13:25:04 main:574] : INFO : Epoch 831 | loss: 0.0312104 | val_loss: 0.0312158 | Time: 3336.53 ms [2021-01-10 13:25:07 main:574] : INFO : Epoch 832 | loss: 0.031211 | val_loss: 0.0312168 | Time: 3314.35 ms [2021-01-10 13:25:11 main:574] : INFO : Epoch 833 | loss: 0.0312099 | val_loss: 0.0312171 | Time: 3301.22 ms [2021-01-10 13:25:14 main:574] : INFO : Epoch 834 | loss: 0.0312122 | val_loss: 0.0312197 | Time: 3328.4 ms [2021-01-10 13:25:17 main:574] : INFO : Epoch 835 | loss: 0.0312134 | val_loss: 0.0312253 | Time: 3330.11 ms [2021-01-10 13:25:21 main:574] : INFO : Epoch 836 | loss: 0.0312141 | val_loss: 0.0312209 | Time: 3328.73 ms [2021-01-10 13:25:24 main:574] : INFO : Epoch 837 | loss: 0.0312129 | val_loss: 0.0312158 | Time: 3326.34 ms [2021-01-10 13:25:27 main:574] : INFO : Epoch 838 | loss: 0.0312129 | val_loss: 0.0312153 | Time: 3326 ms [2021-01-10 13:25:31 main:574] : INFO : Epoch 839 | loss: 0.0312098 | val_loss: 0.0312162 | Time: 3303.61 ms [2021-01-10 13:25:34 main:574] : INFO : Epoch 840 | loss: 0.031211 | val_loss: 0.0312189 | Time: 3285.08 ms [2021-01-10 13:25:37 main:574] : INFO : Epoch 841 | loss: 0.0312102 | val_loss: 0.0312155 | Time: 3296.96 ms [2021-01-10 13:25:41 main:574] : INFO : Epoch 842 | loss: 0.0312102 | val_loss: 0.0312176 | Time: 3293.23 ms [2021-01-10 13:25:44 main:574] : INFO : Epoch 843 | loss: 0.0312129 | val_loss: 0.0312172 | Time: 3259.9 ms [2021-01-10 13:25:47 main:574] : INFO : Epoch 844 | loss: 0.0312124 | val_loss: 0.0312202 | Time: 3280.26 ms [2021-01-10 13:25:51 main:574] : INFO : Epoch 845 | loss: 0.0312114 | val_loss: 0.031216 | Time: 3280.15 ms [2021-01-10 13:25:54 main:574] : INFO : Epoch 846 | loss: 0.0312099 | val_loss: 0.031216 | Time: 3266.44 ms [2021-01-10 13:25:57 main:574] : INFO : Epoch 847 | loss: 0.0312093 | val_loss: 0.031216 | Time: 3264.53 ms [2021-01-10 13:26:01 main:574] : INFO : Epoch 848 | loss: 0.0312099 | val_loss: 0.0312183 | Time: 3275.84 ms [2021-01-10 13:26:04 main:574] : INFO : Epoch 849 | loss: 0.0312109 | val_loss: 0.0312176 | Time: 3293.26 ms [2021-01-10 13:26:07 main:574] : INFO : Epoch 850 | loss: 0.0312106 | val_loss: 0.0312184 | Time: 3296.38 ms [2021-01-10 13:26:10 main:574] : INFO : Epoch 851 | loss: 0.0312098 | val_loss: 0.0312206 | Time: 3268.28 ms [2021-01-10 13:26:14 main:574] : INFO : Epoch 852 | loss: 0.0312124 | val_loss: 0.031221 | Time: 3287.74 ms [2021-01-10 13:26:17 main:574] : INFO : Epoch 853 | loss: 0.0312109 | val_loss: 0.0312255 | Time: 3271.34 ms [2021-01-10 13:26:20 main:574] : INFO : Epoch 854 | loss: 0.0312108 | val_loss: 0.0312161 | Time: 3274.25 ms [2021-01-10 13:26:24 main:574] : INFO : Epoch 855 | loss: 0.0312091 | val_loss: 0.031217 | Time: 3279.6 ms [2021-01-10 13:26:27 main:574] : INFO : Epoch 856 | loss: 0.0312104 | val_loss: 0.0312156 | Time: 3266.72 ms [2021-01-10 13:26:30 main:574] : INFO : Epoch 857 | loss: 0.0312099 | val_loss: 0.0312171 | Time: 3306.37 ms [2021-01-10 13:26:34 main:574] : INFO : Epoch 858 | loss: 0.0312109 | val_loss: 0.0312155 | Time: 3290.01 ms [2021-01-10 13:26:37 main:574] : INFO : Epoch 859 | loss: 0.0312111 | val_loss: 0.0312174 | Time: 3285.78 ms [2021-01-10 13:26:40 main:574] : INFO : Epoch 860 | loss: 0.0312095 | val_loss: 0.0312156 | Time: 3275.5 ms [2021-01-10 13:26:44 main:574] : INFO : Epoch 861 | loss: 0.0312094 | val_loss: 0.031216 | Time: 3291.02 ms [2021-01-10 13:26:47 main:574] : INFO : Epoch 862 | loss: 0.031209 | val_loss: 0.031221 | Time: 3288.16 ms [2021-01-10 13:26:50 main:574] : INFO : Epoch 863 | loss: 0.0312106 | val_loss: 0.0312181 | Time: 3301.21 ms [2021-01-10 13:26:53 main:574] : INFO : Epoch 864 | loss: 0.0312111 | val_loss: 0.0312206 | Time: 3275.58 ms [2021-01-10 13:26:57 main:574] : INFO : Epoch 865 | loss: 0.0312094 | val_loss: 0.0312161 | Time: 3286.62 ms [2021-01-10 13:27:00 main:574] : INFO : Epoch 866 | loss: 0.0312103 | val_loss: 0.0312211 | Time: 3276.02 ms [2021-01-10 13:27:03 main:574] : INFO : Epoch 867 | loss: 0.0312102 | val_loss: 0.0312164 | Time: 3274.27 ms [2021-01-10 13:27:07 main:574] : INFO : Epoch 868 | loss: 0.0312102 | val_loss: 0.0312151 | Time: 3270.4 ms [2021-01-10 13:27:10 main:574] : INFO : Epoch 869 | loss: 0.0312094 | val_loss: 0.0312158 | Time: 3287.66 ms [2021-01-10 13:27:13 main:574] : INFO : Epoch 870 | loss: 0.0312094 | val_loss: 0.0312165 | Time: 3273.04 ms [2021-01-10 13:27:17 main:574] : INFO : Epoch 871 | loss: 0.0312103 | val_loss: 0.0312153 | Time: 3284.48 ms [2021-01-10 13:27:20 main:574] : INFO : Epoch 872 | loss: 0.0312113 | val_loss: 0.0312173 | Time: 3294.63 ms [2021-01-10 13:27:23 main:574] : INFO : Epoch 873 | loss: 0.0312142 | val_loss: 0.031216 | Time: 3297.19 ms [2021-01-10 13:27:27 main:574] : INFO : Epoch 874 | loss: 0.0312128 | val_loss: 0.031215 | Time: 3265.11 ms [2021-01-10 13:27:30 main:574] : INFO : Epoch 875 | loss: 0.0312108 | val_loss: 0.0312164 | Time: 3279.31 ms [2021-01-10 13:27:33 main:574] : INFO : Epoch 876 | loss: 0.0312109 | val_loss: 0.0312159 | Time: 3285.12 ms [2021-01-10 13:27:36 main:574] : INFO : Epoch 877 | loss: 0.0312115 | val_loss: 0.0312152 | Time: 3300.49 ms [2021-01-10 13:27:40 main:574] : INFO : Epoch 878 | loss: 0.0312095 | val_loss: 0.0312151 | Time: 3273.92 ms [2021-01-10 13:27:43 main:574] : INFO : Epoch 879 | loss: 0.0312107 | val_loss: 0.031215 | Time: 3305.53 ms [2021-01-10 13:27:46 main:574] : INFO : Epoch 880 | loss: 0.0312104 | val_loss: 0.0312155 | Time: 3287.19 ms [2021-01-10 13:27:50 main:574] : INFO : Epoch 881 | loss: 0.0312092 | val_loss: 0.0312148 | Time: 3277.68 ms [2021-01-10 13:27:53 main:574] : INFO : Epoch 882 | loss: 0.0312086 | val_loss: 0.0312148 | Time: 3283.81 ms [2021-01-10 13:27:56 main:574] : INFO : Epoch 883 | loss: 0.0312082 | val_loss: 0.0312152 | Time: 3282.13 ms [2021-01-10 13:28:00 main:574] : INFO : Epoch 884 | loss: 0.0312086 | val_loss: 0.0312155 | Time: 3276.2 ms [2021-01-10 13:28:03 main:574] : INFO : Epoch 885 | loss: 0.0312111 | val_loss: 0.0312162 | Time: 3296.61 ms [2021-01-10 13:28:06 main:574] : INFO : Epoch 886 | loss: 0.0312112 | val_loss: 0.0312233 | Time: 3299.27 ms [2021-01-10 13:28:10 main:574] : INFO : Epoch 887 | loss: 0.0312103 | val_loss: 0.0312155 | Time: 3278.04 ms [2021-01-10 13:28:13 main:574] : INFO : Epoch 888 | loss: 0.0312085 | val_loss: 0.0312149 | Time: 3269 ms [2021-01-10 13:28:16 main:574] : INFO : Epoch 889 | loss: 0.031209 | val_loss: 0.0312199 | Time: 3274.39 ms [2021-01-10 13:28:19 main:574] : INFO : Epoch 890 | loss: 0.0312102 | val_loss: 0.0312168 | Time: 3279.44 ms [2021-01-10 13:28:23 main:574] : INFO : Epoch 891 | loss: 0.0312082 | val_loss: 0.0312147 | Time: 3280.52 ms [2021-01-10 13:28:26 main:574] : INFO : Epoch 892 | loss: 0.0312094 | val_loss: 0.0312187 | Time: 3287.15 ms [2021-01-10 13:28:29 main:574] : INFO : Epoch 893 | loss: 0.031212 | val_loss: 0.0312155 | Time: 3290.18 ms [2021-01-10 13:28:33 main:574] : INFO : Epoch 894 | loss: 0.0312096 | val_loss: 0.0312157 | Time: 3273.45 ms [2021-01-10 13:28:36 main:574] : INFO : Epoch 895 | loss: 0.03121 | val_loss: 0.0312164 | Time: 3294.03 ms [2021-01-10 13:28:39 main:574] : INFO : Epoch 896 | loss: 0.0312109 | val_loss: 0.031216 | Time: 3270.81 ms [2021-01-10 13:28:43 main:574] : INFO : Epoch 897 | loss: 0.0312103 | val_loss: 0.0312164 | Time: 3303.72 ms [2021-01-10 13:28:46 main:574] : INFO : Epoch 898 | loss: 0.03121 | val_loss: 0.031218 | Time: 3307.93 ms [2021-01-10 13:28:49 main:574] : INFO : Epoch 899 | loss: 0.0312115 | val_loss: 0.0312193 | Time: 3343.92 ms [2021-01-10 13:28:53 main:574] : INFO : Epoch 900 | loss: 0.0312127 | val_loss: 0.0312167 | Time: 3291.03 ms [2021-01-10 13:28:56 main:574] : INFO : Epoch 901 | loss: 0.0312105 | val_loss: 0.0312165 | Time: 3278.87 ms [2021-01-10 13:28:59 main:574] : INFO : Epoch 902 | loss: 0.0312101 | val_loss: 0.0312206 | Time: 3275.68 ms [2021-01-10 13:29:03 main:574] : INFO : Epoch 903 | loss: 0.0312107 | val_loss: 0.0312165 | Time: 3277.55 ms [2021-01-10 13:29:06 main:574] : INFO : Epoch 904 | loss: 0.0312118 | val_loss: 0.0312159 | Time: 3279.62 ms [2021-01-10 13:29:09 main:574] : INFO : Epoch 905 | loss: 0.0312105 | val_loss: 0.0312173 | Time: 3297.66 ms [2021-01-10 13:29:12 main:574] : INFO : Epoch 906 | loss: 0.0312108 | val_loss: 0.031216 | Time: 3296.77 ms [2021-01-10 13:29:16 main:574] : INFO : Epoch 907 | loss: 0.0312104 | val_loss: 0.031216 | Time: 3286.77 ms [2021-01-10 13:29:19 main:574] : INFO : Epoch 908 | loss: 0.0312102 | val_loss: 0.0312163 | Time: 3301.01 ms [2021-01-10 13:29:22 main:574] : INFO : Epoch 909 | loss: 0.0312125 | val_loss: 0.0312178 | Time: 3304.5 ms [2021-01-10 13:29:26 main:574] : INFO : Epoch 910 | loss: 0.0312106 | val_loss: 0.031217 | Time: 3280.14 ms [2021-01-10 13:29:29 main:574] : INFO : Epoch 911 | loss: 0.0312106 | val_loss: 0.0312153 | Time: 3279.31 ms [2021-01-10 13:29:32 main:574] : INFO : Epoch 912 | loss: 0.0312095 | val_loss: 0.0312155 | Time: 3266.74 ms [2021-01-10 13:29:36 main:574] : INFO : Epoch 913 | loss: 0.0312111 | val_loss: 0.0312218 | Time: 3283.53 ms [2021-01-10 13:29:39 main:574] : INFO : Epoch 914 | loss: 0.0312144 | val_loss: 0.0312188 | Time: 3281.76 ms [2021-01-10 13:29:42 main:574] : INFO : Epoch 915 | loss: 0.0312125 | val_loss: 0.031216 | Time: 3274.92 ms [2021-01-10 13:29:46 main:574] : INFO : Epoch 916 | loss: 0.0312094 | val_loss: 0.0312149 | Time: 3277.37 ms [2021-01-10 13:29:49 main:574] : INFO : Epoch 917 | loss: 0.0312093 | val_loss: 0.0312171 | Time: 3282.73 ms [2021-01-10 13:29:52 main:574] : INFO : Epoch 918 | loss: 0.0312115 | val_loss: 0.0312161 | Time: 3276.16 ms [2021-01-10 13:29:55 main:574] : INFO : Epoch 919 | loss: 0.031211 | val_loss: 0.0312161 | Time: 3283.8 ms [2021-01-10 13:29:59 main:574] : INFO : Epoch 920 | loss: 0.0312119 | val_loss: 0.031218 | Time: 3270.53 ms [2021-01-10 13:30:02 main:574] : INFO : Epoch 921 | loss: 0.031211 | val_loss: 0.0312205 | Time: 3296.9 ms [2021-01-10 13:30:05 main:574] : INFO : Epoch 922 | loss: 0.0312102 | val_loss: 0.0312211 | Time: 3268.18 ms [2021-01-10 13:30:09 main:574] : INFO : Epoch 923 | loss: 0.0312123 | val_loss: 0.0312161 | Time: 3280.14 ms [2021-01-10 13:30:12 main:574] : INFO : Epoch 924 | loss: 0.031211 | val_loss: 0.0312188 | Time: 3284.23 ms [2021-01-10 13:30:15 main:574] : INFO : Epoch 925 | loss: 0.0312136 | val_loss: 0.0312212 | Time: 3290.66 ms [2021-01-10 13:30:19 main:574] : INFO : Epoch 926 | loss: 0.0312116 | val_loss: 0.0312187 | Time: 3294.11 ms [2021-01-10 13:30:22 main:574] : INFO : Epoch 927 | loss: 0.0312128 | val_loss: 0.0312167 | Time: 3290.22 ms [2021-01-10 13:30:25 main:574] : INFO : Epoch 928 | loss: 0.0312108 | val_loss: 0.0312166 | Time: 3284.41 ms [2021-01-10 13:30:29 main:574] : INFO : Epoch 929 | loss: 0.0312137 | val_loss: 0.031217 | Time: 3271.45 ms [2021-01-10 13:30:32 main:574] : INFO : Epoch 930 | loss: 0.0312093 | val_loss: 0.0312158 | Time: 3260.5 ms [2021-01-10 13:30:35 main:574] : INFO : Epoch 931 | loss: 0.0312118 | val_loss: 0.0312183 | Time: 3276.07 ms [2021-01-10 13:30:38 main:574] : INFO : Epoch 932 | loss: 0.0312148 | val_loss: 0.0312205 | Time: 3291.53 ms [2021-01-10 13:30:42 main:574] : INFO : Epoch 933 | loss: 0.0312162 | val_loss: 0.0312218 | Time: 3287.13 ms [2021-01-10 13:30:45 main:574] : INFO : Epoch 934 | loss: 0.0312166 | val_loss: 0.031221 | Time: 3280.79 ms [2021-01-10 13:30:48 main:574] : INFO : Epoch 935 | loss: 0.0312224 | val_loss: 0.0312317 | Time: 3275.33 ms [2021-01-10 13:30:52 main:574] : INFO : Epoch 936 | loss: 0.0312307 | val_loss: 0.0312294 | Time: 3298.44 ms [2021-01-10 13:30:55 main:574] : INFO : Epoch 937 | loss: 0.0312271 | val_loss: 0.0312282 | Time: 3288.77 ms [2021-01-10 13:30:58 main:574] : INFO : Epoch 938 | loss: 0.0312254 | val_loss: 0.0312265 | Time: 3270.86 ms [2021-01-10 13:31:02 main:574] : INFO : Epoch 939 | loss: 0.0312246 | val_loss: 0.0312238 | Time: 3281.1 ms [2021-01-10 13:31:05 main:574] : INFO : Epoch 940 | loss: 0.0312238 | val_loss: 0.0312271 | Time: 3281.24 ms [2021-01-10 13:31:08 main:574] : INFO : Epoch 941 | loss: 0.0312251 | val_loss: 0.0312273 | Time: 3282.13 ms [2021-01-10 13:31:12 main:574] : INFO : Epoch 942 | loss: 0.0312219 | val_loss: 0.0312248 | Time: 3295.8 ms [2021-01-10 13:31:15 main:574] : INFO : Epoch 943 | loss: 0.0312217 | val_loss: 0.0312236 | Time: 3273.74 ms [2021-01-10 13:31:18 main:574] : INFO : Epoch 944 | loss: 0.0312199 | val_loss: 0.031223 | Time: 3288.36 ms [2021-01-10 13:31:21 main:574] : INFO : Epoch 945 | loss: 0.0312196 | val_loss: 0.0312219 | Time: 3256.89 ms [2021-01-10 13:31:25 main:574] : INFO : Epoch 946 | loss: 0.0312195 | val_loss: 0.0312217 | Time: 3271.27 ms [2021-01-10 13:31:28 main:574] : INFO : Epoch 947 | loss: 0.0312195 | val_loss: 0.0312223 | Time: 3275.31 ms [2021-01-10 13:31:31 main:574] : INFO : Epoch 948 | loss: 0.0312194 | val_loss: 0.0312218 | Time: 3276.54 ms [2021-01-10 13:31:35 main:574] : INFO : Epoch 949 | loss: 0.0312194 | val_loss: 0.0312229 | Time: 3307.22 ms [2021-01-10 13:31:38 main:574] : INFO : Epoch 950 | loss: 0.0312206 | val_loss: 0.0312215 | Time: 3285.67 ms [2021-01-10 13:31:41 main:574] : INFO : Epoch 951 | loss: 0.0312215 | val_loss: 0.0312216 | Time: 3269.31 ms [2021-01-10 13:31:45 main:574] : INFO : Epoch 952 | loss: 0.0312191 | val_loss: 0.0312206 | Time: 3291.87 ms [2021-01-10 13:31:48 main:574] : INFO : Epoch 953 | loss: 0.031219 | val_loss: 0.0312207 | Time: 3289.5 ms [2021-01-10 13:31:51 main:574] : INFO : Epoch 954 | loss: 0.0312188 | val_loss: 0.0312208 | Time: 3286.56 ms [2021-01-10 13:31:54 main:574] : INFO : Epoch 955 | loss: 0.0312186 | val_loss: 0.0312214 | Time: 3279.21 ms [2021-01-10 13:31:58 main:574] : INFO : Epoch 956 | loss: 0.031219 | val_loss: 0.0312193 | Time: 3295.85 ms [2021-01-10 13:32:01 main:574] : INFO : Epoch 957 | loss: 0.031218 | val_loss: 0.0312206 | Time: 3289.36 ms [2021-01-10 13:32:04 main:574] : INFO : Epoch 958 | loss: 0.0312176 | val_loss: 0.0312198 | Time: 3259.16 ms [2021-01-10 13:32:08 main:574] : INFO : Epoch 959 | loss: 0.0312171 | val_loss: 0.0312196 | Time: 3277.25 ms [2021-01-10 13:32:11 main:574] : INFO : Epoch 960 | loss: 0.0312174 | val_loss: 0.0312197 | Time: 3272.42 ms [2021-01-10 13:32:14 main:574] : INFO : Epoch 961 | loss: 0.0312166 | val_loss: 0.031219 | Time: 3282.49 ms [2021-01-10 13:32:18 main:574] : INFO : Epoch 962 | loss: 0.0312173 | val_loss: 0.0312189 | Time: 3284.25 ms [2021-01-10 13:32:21 main:574] : INFO : Epoch 963 | loss: 0.0312165 | val_loss: 0.031219 | Time: 3281.19 ms [2021-01-10 13:32:24 main:574] : INFO : Epoch 964 | loss: 0.0312162 | val_loss: 0.0312193 | Time: 3275.99 ms [2021-01-10 13:32:27 main:574] : INFO : Epoch 965 | loss: 0.0312182 | val_loss: 0.0312212 | Time: 3280.78 ms [2021-01-10 13:32:31 main:574] : INFO : Epoch 966 | loss: 0.0312174 | val_loss: 0.0312194 | Time: 3269.75 ms [2021-01-10 13:32:34 main:574] : INFO : Epoch 967 | loss: 0.0312167 | val_loss: 0.0312196 | Time: 3278.25 ms [2021-01-10 13:32:37 main:574] : INFO : Epoch 968 | loss: 0.0312172 | val_loss: 0.0312184 | Time: 3270.77 ms [2021-01-10 13:32:41 main:574] : INFO : Epoch 969 | loss: 0.0312173 | val_loss: 0.0312189 | Time: 3286.63 ms [2021-01-10 13:32:44 main:574] : INFO : Epoch 970 | loss: 0.0312174 | val_loss: 0.0312218 | Time: 3293.2 ms [2021-01-10 13:32:47 main:574] : INFO : Epoch 971 | loss: 0.0312175 | val_loss: 0.0312178 | Time: 3290.4 ms [2021-01-10 13:32:51 main:574] : INFO : Epoch 972 | loss: 0.0312158 | val_loss: 0.0312177 | Time: 3294.49 ms [2021-01-10 13:32:54 main:574] : INFO : Epoch 973 | loss: 0.0312169 | val_loss: 0.0312186 | Time: 3284.93 ms [2021-01-10 13:32:57 main:574] : INFO : Epoch 974 | loss: 0.0312163 | val_loss: 0.0312175 | Time: 3298.11 ms [2021-01-10 13:33:01 main:574] : INFO : Epoch 975 | loss: 0.0312165 | val_loss: 0.0312177 | Time: 3323.2 ms [2021-01-10 13:33:04 main:574] : INFO : Epoch 976 | loss: 0.0312162 | val_loss: 0.031218 | Time: 3265.45 ms [2021-01-10 13:33:07 main:574] : INFO : Epoch 977 | loss: 0.0312156 | val_loss: 0.0312177 | Time: 3294 ms [2021-01-10 13:33:11 main:574] : INFO : Epoch 978 | loss: 0.0312152 | val_loss: 0.0312175 | Time: 3269.51 ms [2021-01-10 13:33:14 main:574] : INFO : Epoch 979 | loss: 0.0312152 | val_loss: 0.0312191 | Time: 3286.33 ms [2021-01-10 13:33:17 main:574] : INFO : Epoch 980 | loss: 0.0312159 | val_loss: 0.0312178 | Time: 3305.53 ms [2021-01-10 13:33:20 main:574] : INFO : Epoch 981 | loss: 0.031216 | val_loss: 0.0312169 | Time: 3288.73 ms [2021-01-10 13:33:24 main:574] : INFO : Epoch 982 | loss: 0.0312161 | val_loss: 0.0312174 | Time: 3270.02 ms [2021-01-10 13:33:27 main:574] : INFO : Epoch 983 | loss: 0.031216 | val_loss: 0.0312181 | Time: 3284.48 ms [2021-01-10 13:33:30 main:574] : INFO : Epoch 984 | loss: 0.0312154 | val_loss: 0.0312163 | Time: 3290.33 ms [2021-01-10 13:33:34 main:574] : INFO : Epoch 985 | loss: 0.0312154 | val_loss: 0.0312181 | Time: 3298.45 ms [2021-01-10 13:33:37 main:574] : INFO : Epoch 986 | loss: 0.0312168 | val_loss: 0.0312209 | Time: 3296.12 ms [2021-01-10 13:33:40 main:574] : INFO : Epoch 987 | loss: 0.0312165 | val_loss: 0.0312227 | Time: 3265.21 ms [2021-01-10 13:33:44 main:574] : INFO : Epoch 988 | loss: 0.0312168 | val_loss: 0.0312231 | Time: 3302.44 ms [2021-01-10 13:33:49 main:574] : INFO : Epoch 989 | loss: 0.0312173 | val_loss: 0.0312201 | Time: 5129.88 ms [2021-01-10 13:33:55 main:574] : INFO : Epoch 990 | loss: 0.031217 | val_loss: 0.0312167 | Time: 5780.97 ms [2021-01-10 13:33:59 main:574] : INFO : Epoch 991 | loss: 0.031215 | val_loss: 0.0312175 | Time: 4500.04 ms [2021-01-10 13:34:03 main:574] : INFO : Epoch 992 | loss: 0.0312171 | val_loss: 0.031217 | Time: 4293.51 ms [2021-01-10 13:34:07 main:574] : INFO : Epoch 993 | loss: 0.0312153 | val_loss: 0.0312177 | Time: 3966.92 ms [2021-01-10 13:34:11 main:574] : INFO : Epoch 994 | loss: 0.031215 | val_loss: 0.0312171 | Time: 3431.29 ms [2021-01-10 13:34:15 main:574] : INFO : Epoch 995 | loss: 0.0312149 | val_loss: 0.0312193 | Time: 4282.64 ms [2021-01-10 13:34:19 main:574] : INFO : Epoch 996 | loss: 0.0312149 | val_loss: 0.031217 | Time: 3582.06 ms [2021-01-10 13:34:22 main:574] : INFO : Epoch 997 | loss: 0.0312171 | val_loss: 0.0312182 | Time: 3617.82 ms [2021-01-10 13:34:27 main:574] : INFO : Epoch 998 | loss: 0.0312163 | val_loss: 0.0312254 | Time: 4032.75 ms [2021-01-10 13:34:30 main:574] : INFO : Epoch 999 | loss: 0.0312172 | val_loss: 0.031219 | Time: 3781.63 ms [2021-01-10 13:34:34 main:574] : INFO : Epoch 1000 | loss: 0.0312146 | val_loss: 0.0312162 | Time: 3718.76 ms [2021-01-10 13:34:38 main:574] : INFO : Epoch 1001 | loss: 0.0312138 | val_loss: 0.0312224 | Time: 3750.18 ms [2021-01-10 13:34:42 main:574] : INFO : Epoch 1002 | loss: 0.0312194 | val_loss: 0.0312186 | Time: 4117.3 ms [2021-01-10 13:34:47 main:574] : INFO : Epoch 1003 | loss: 0.0312177 | val_loss: 0.0312217 | Time: 4857.79 ms [2021-01-10 13:34:51 main:574] : INFO : Epoch 1004 | loss: 0.0312176 | val_loss: 0.031217 | Time: 4031.4 ms [2021-01-10 13:34:55 main:574] : INFO : Epoch 1005 | loss: 0.0312153 | val_loss: 0.031217 | Time: 3657.86 ms [2021-01-10 13:34:58 main:574] : INFO : Epoch 1006 | loss: 0.0312163 | val_loss: 0.0312215 | Time: 3425.11 ms [2021-01-10 13:35:02 main:574] : INFO : Epoch 1007 | loss: 0.0312169 | val_loss: 0.0312181 | Time: 3482.84 ms [2021-01-10 13:35:05 main:574] : INFO : Epoch 1008 | loss: 0.0312161 | val_loss: 0.0312186 | Time: 3514.66 ms [2021-01-10 13:35:09 main:574] : INFO : Epoch 1009 | loss: 0.031221 | val_loss: 0.0312408 | Time: 3436.86 ms [2021-01-10 13:35:13 main:574] : INFO : Epoch 1010 | loss: 0.0312369 | val_loss: 0.0312395 | Time: 4045.28 ms [2021-01-10 13:35:17 main:574] : INFO : Epoch 1011 | loss: 0.0312358 | val_loss: 0.0312373 | Time: 3485.03 ms [2021-01-10 13:35:20 main:574] : INFO : Epoch 1012 | loss: 0.0312317 | val_loss: 0.0312366 | Time: 3668.51 ms [2021-01-10 13:35:24 main:574] : INFO : Epoch 1013 | loss: 0.0312293 | val_loss: 0.0312385 | Time: 3436.94 ms [2021-01-10 13:35:27 main:574] : INFO : Epoch 1014 | loss: 0.0312284 | val_loss: 0.031234 | Time: 3525.03 ms [2021-01-10 13:35:31 main:574] : INFO : Epoch 1015 | loss: 0.0312283 | val_loss: 0.0312324 | Time: 3513.54 ms [2021-01-10 13:35:34 main:574] : INFO : Epoch 1016 | loss: 0.0312274 | val_loss: 0.0312339 | Time: 3519.82 ms [2021-01-10 13:35:38 main:574] : INFO : Epoch 1017 | loss: 0.0312268 | val_loss: 0.0312329 | Time: 3448.86 ms [2021-01-10 13:35:41 main:574] : INFO : Epoch 1018 | loss: 0.0312255 | val_loss: 0.0312317 | Time: 3474.79 ms [2021-01-10 13:35:45 main:574] : INFO : Epoch 1019 | loss: 0.0312256 | val_loss: 0.031232 | Time: 3440.53 ms [2021-01-10 13:35:48 main:574] : INFO : Epoch 1020 | loss: 0.0312254 | val_loss: 0.0312292 | Time: 3482.61 ms [2021-01-10 13:35:52 main:574] : INFO : Epoch 1021 | loss: 0.0312253 | val_loss: 0.0312302 | Time: 3656.81 ms [2021-01-10 13:35:56 main:574] : INFO : Epoch 1022 | loss: 0.0312268 | val_loss: 0.031231 | Time: 3535.68 ms [2021-01-10 13:36:00 main:574] : INFO : Epoch 1023 | loss: 0.0312247 | val_loss: 0.0312301 | Time: 3810.37 ms [2021-01-10 13:36:03 main:574] : INFO : Epoch 1024 | loss: 0.0312243 | val_loss: 0.0312285 | Time: 3639.5 ms [2021-01-10 13:36:03 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312285 [2021-01-10 13:36:04 main:603] : INFO : Saving end state to config to file [2021-01-10 13:36:04 main:608] : INFO : Success, exiting.. 13:36:04 (9144): 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)