Task 3745760
| Name | ParityModified-1611092115-22244-1_0 |
| Workunit | 1924974 |
| Created | 20 Jan 2021, 22:16:26 UTC |
| Sent | 21 Jan 2021, 8:10:44 UTC |
| Report deadline | 28 Jan 2021, 8:10:44 UTC |
| Received | 21 Jan 2021, 13:33:25 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 2874 |
| Run time | 1 hours 28 min 27 sec |
| CPU time | 1 hours 16 min 25 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 8,879.54 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.67 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 21-01-21 04:46:47 main:574] : INFO : Epoch 1542 | loss: 0.0312402 | val_loss: 0.0312401 | Time: 2411.27 ms [2021-01-21 04:46:49 main:574] : INFO : Epoch 1543 | loss: 0.0312387 | val_loss: 0.0312395 | Time: 2480.33 ms [2021-01-21 04:46:52 main:574] : INFO : Epoch 1544 | loss: 0.0312391 | val_loss: 0.0312429 | Time: 2437.75 ms [2021-01-21 04:46:54 main:574] : INFO : Epoch 1545 | loss: 0.0312396 | val_loss: 0.0312394 | Time: 2490.46 ms [2021-01-21 04:46:57 main:574] : INFO : Epoch 1546 | loss: 0.0312389 | val_loss: 0.0312403 | Time: 2616.06 ms [2021-01-21 04:47:00 main:574] : INFO : Epoch 1547 | loss: 0.0312389 | val_loss: 0.0312406 | Time: 2524.41 ms [2021-01-21 04:47:02 main:574] : INFO : Epoch 1548 | loss: 0.0312399 | val_loss: 0.0312428 | Time: 2436.78 ms [2021-01-21 04:47:05 main:574] : INFO : Epoch 1549 | loss: 0.0312389 | val_loss: 0.03124 | Time: 2617.1 ms [2021-01-21 04:47:07 main:574] : INFO : Epoch 1550 | loss: 0.0312389 | val_loss: 0.0312393 | Time: 2693.66 ms [2021-01-21 04:47:10 main:574] : INFO : Epoch 1551 | loss: 0.0312391 | val_loss: 0.0312393 | Time: 2595.53 ms [2021-01-21 04:47:13 main:574] : INFO : Epoch 1552 | loss: 0.0312404 | val_loss: 0.03124 | Time: 2558.54 ms [2021-01-21 04:47:15 main:574] : INFO : Epoch 1553 | loss: 0.0312386 | val_loss: 0.0312404 | Time: 2510.61 ms [2021-01-21 04:47:18 main:574] : INFO : Epoch 1554 | loss: 0.031239 | val_loss: 0.0312402 | Time: 2616.84 ms [2021-01-21 04:47:21 main:574] : INFO : Epoch 1555 | loss: 0.0312389 | val_loss: 0.0312395 | Time: 2547.82 ms [2021-01-21 04:47:23 main:574] : INFO : Epoch 1556 | loss: 0.0312389 | val_loss: 0.0312433 | Time: 2430.63 ms [2021-01-21 04:47:26 main:574] : INFO : Epoch 1557 | loss: 0.0312385 | val_loss: 0.0312398 | Time: 2563.01 ms [2021-01-21 04:47:28 main:574] : INFO : Epoch 1558 | loss: 0.0312385 | val_loss: 0.0312396 | Time: 2582.84 ms [2021-01-21 04:47:31 main:574] : INFO : Epoch 1559 | loss: 0.0312383 | val_loss: 0.0312394 | Time: 2596.61 ms [2021-01-21 04:47:34 main:574] : INFO : Epoch 1560 | loss: 0.0312388 | val_loss: 0.0312404 | Time: 2604.74 ms [2021-01-21 04:47:36 main:574] : INFO : Epoch 1561 | loss: 0.0312391 | val_loss: 0.0312393 | Time: 2421.88 ms [2021-01-21 04:47:39 main:574] : INFO : Epoch 1562 | loss: 0.0312382 | val_loss: 0.0312399 | Time: 2484.74 ms [2021-01-21 04:47:41 main:574] : INFO : Epoch 1563 | loss: 0.0312385 | val_loss: 0.0312401 | Time: 2509.97 ms [2021-01-21 04:47:44 main:574] : INFO : Epoch 1564 | loss: 0.0312385 | val_loss: 0.0312394 | Time: 2621.31 ms [2021-01-21 04:47:47 main:574] : INFO : Epoch 1565 | loss: 0.0312391 | val_loss: 0.031239 | Time: 2611.77 ms [2021-01-21 04:47:49 main:574] : INFO : Epoch 1566 | loss: 0.0312416 | val_loss: 0.0312413 | Time: 2508.68 ms [2021-01-21 04:47:52 main:574] : INFO : Epoch 1567 | loss: 0.0312387 | val_loss: 0.0312414 | Time: 2572.12 ms [2021-01-21 04:47:54 main:574] : INFO : Epoch 1568 | loss: 0.0312398 | val_loss: 0.0312396 | Time: 2467.92 ms [2021-01-21 04:47:57 main:574] : INFO : Epoch 1569 | loss: 0.0312392 | val_loss: 0.031241 | Time: 2520.59 ms [2021-01-21 04:48:00 main:574] : INFO : Epoch 1570 | loss: 0.031241 | val_loss: 0.0312404 | Time: 2505.94 ms [2021-01-21 04:48:02 main:574] : INFO : Epoch 1571 | loss: 0.0312395 | val_loss: 0.0312393 | Time: 2549.18 ms [2021-01-21 04:48:05 main:574] : INFO : Epoch 1572 | loss: 0.0312386 | val_loss: 0.0312411 | Time: 2494.37 ms [2021-01-21 04:48:07 main:574] : INFO : Epoch 1573 | loss: 0.0312402 | val_loss: 0.0312403 | Time: 2475.83 ms [2021-01-21 04:48:10 main:574] : INFO : Epoch 1574 | loss: 0.0312394 | val_loss: 0.0312397 | Time: 2492.82 ms [2021-01-21 04:48:12 main:574] : INFO : Epoch 1575 | loss: 0.0312404 | val_loss: 0.0312394 | Time: 2481.15 ms [2021-01-21 04:48:15 main:574] : INFO : Epoch 1576 | loss: 0.0312394 | val_loss: 0.0312394 | Time: 2544.91 ms [2021-01-21 04:48:18 main:574] : INFO : Epoch 1577 | loss: 0.0312385 | val_loss: 0.0312404 | Time: 2554.24 ms [2021-01-21 04:48:20 main:574] : INFO : Epoch 1578 | loss: 0.031239 | val_loss: 0.0312412 | Time: 2584.93 ms [2021-01-21 04:48:23 main:574] : INFO : Epoch 1579 | loss: 0.0312398 | val_loss: 0.0312395 | Time: 2582.88 ms [2021-01-21 04:48:25 main:574] : INFO : Epoch 1580 | loss: 0.0312394 | val_loss: 0.0312443 | Time: 2515.39 ms [2021-01-21 04:48:28 main:574] : INFO : Epoch 1581 | loss: 0.0312391 | val_loss: 0.0312399 | Time: 2544.78 ms [2021-01-21 04:48:31 main:574] : INFO : Epoch 1582 | loss: 0.031238 | val_loss: 0.0312391 | Time: 2594.59 ms [2021-01-21 04:48:33 main:574] : INFO : Epoch 1583 | loss: 0.0312388 | val_loss: 0.03124 | Time: 2595.54 ms [2021-01-21 04:48:36 main:574] : INFO : Epoch 1584 | loss: 0.031238 | val_loss: 0.031241 | Time: 2716.74 ms [2021-01-21 04:48:39 main:574] : INFO : Epoch 1585 | loss: 0.0312385 | val_loss: 0.0312394 | Time: 2463.97 ms [2021-01-21 04:48:41 main:574] : INFO : Epoch 1586 | loss: 0.0312387 | val_loss: 0.0312397 | Time: 2564.29 ms [2021-01-21 04:48:44 main:574] : INFO : Epoch 1587 | loss: 0.0312383 | val_loss: 0.0312394 | Time: 2444.11 ms [2021-01-21 04:48:47 main:574] : INFO : Epoch 1588 | loss: 0.0312388 | val_loss: 0.0312403 | Time: 2526.82 ms [2021-01-21 04:48:49 main:574] : INFO : Epoch 1589 | loss: 0.0312384 | val_loss: 0.0312392 | Time: 2532.49 ms [2021-01-21 04:48:52 main:574] : INFO : Epoch 1590 | loss: 0.0312388 | val_loss: 0.0312408 | Time: 2563.67 ms [2021-01-21 04:48:54 main:574] : INFO : Epoch 1591 | loss: 0.0312389 | val_loss: 0.03124 | Time: 2568.5 ms [2021-01-21 04:48:57 main:574] : INFO : Epoch 1592 | loss: 0.0312387 | val_loss: 0.0312395 | Time: 2423.55 ms [2021-01-21 04:48:59 main:574] : INFO : Epoch 1593 | loss: 0.0312383 | val_loss: 0.0312392 | Time: 2569.01 ms [2021-01-21 04:49:02 main:574] : INFO : Epoch 1594 | loss: 0.03124 | val_loss: 0.0312418 | Time: 2516.19 ms [2021-01-21 04:49:04 main:574] : INFO : Epoch 1595 | loss: 0.0312432 | val_loss: 0.0312407 | Time: 2375.87 ms [2021-01-21 04:49:07 main:574] : INFO : Epoch 1596 | loss: 0.0312395 | val_loss: 0.0312406 | Time: 2613.13 ms [2021-01-21 04:49:10 main:574] : INFO : Epoch 1597 | loss: 0.0312411 | val_loss: 0.0312426 | Time: 2525.74 ms [2021-01-21 04:49:12 main:574] : INFO : Epoch 1598 | loss: 0.0312414 | val_loss: 0.0312394 | Time: 2450.48 ms [2021-01-21 04:49:15 main:574] : INFO : Epoch 1599 | loss: 0.0312401 | val_loss: 0.0312415 | Time: 2501.09 ms [2021-01-21 04:49:17 main:574] : INFO : Epoch 1600 | loss: 0.031239 | val_loss: 0.0312401 | Time: 2438.41 ms [2021-01-21 04:49:20 main:574] : INFO : Epoch 1601 | loss: 0.0312388 | val_loss: 0.0312393 | Time: 2396.28 ms [2021-01-21 04:49:22 main:574] : INFO : Epoch 1602 | loss: 0.0312414 | val_loss: 0.0312405 | Time: 2580.51 ms [2021-01-21 04:49:25 main:574] : INFO : Epoch 1603 | loss: 0.0312391 | val_loss: 0.0312401 | Time: 2455.72 ms [2021-01-21 04:49:27 main:574] : INFO : Epoch 1604 | loss: 0.0312394 | val_loss: 0.0312409 | Time: 2524.01 ms [2021-01-21 04:49:30 main:574] : INFO : Epoch 1605 | loss: 0.0312383 | val_loss: 0.0312408 | Time: 2353.56 ms [2021-01-21 04:49:32 main:574] : INFO : Epoch 1606 | loss: 0.0312391 | val_loss: 0.0312408 | Time: 2497.14 ms [2021-01-21 04:49:35 main:574] : INFO : Epoch 1607 | loss: 0.0312385 | val_loss: 0.0312392 | Time: 2641.43 ms [2021-01-21 04:49:38 main:574] : INFO : Epoch 1608 | loss: 0.0312381 | val_loss: 0.0312391 | Time: 2524.44 ms [2021-01-21 04:49:40 main:574] : INFO : Epoch 1609 | loss: 0.0312381 | val_loss: 0.0312406 | Time: 2580.81 ms [2021-01-21 04:49:43 main:574] : INFO : Epoch 1610 | loss: 0.0312385 | val_loss: 0.031242 | Time: 2488.17 ms [2021-01-21 04:49:46 main:574] : INFO : Epoch 1611 | loss: 0.0312412 | val_loss: 0.0312441 | Time: 2664.69 ms [2021-01-21 04:49:48 main:574] : INFO : Epoch 1612 | loss: 0.0312402 | val_loss: 0.0312401 | Time: 2564.57 ms [2021-01-21 04:49:51 main:574] : INFO : Epoch 1613 | loss: 0.0312385 | val_loss: 0.031239 | Time: 2521.34 ms [2021-01-21 04:49:53 main:574] : INFO : Epoch 1614 | loss: 0.031239 | val_loss: 0.0312438 | Time: 2315.59 ms [2021-01-21 04:49:56 main:574] : INFO : Epoch 1615 | loss: 0.0312397 | val_loss: 0.0312413 | Time: 2324.18 ms [2021-01-21 04:49:58 main:574] : INFO : Epoch 1616 | loss: 0.0312383 | val_loss: 0.0312397 | Time: 2651.84 ms [2021-01-21 04:50:01 main:574] : INFO : Epoch 1617 | loss: 0.0312382 | val_loss: 0.0312392 | Time: 2517.62 ms [2021-01-21 04:50:03 main:574] : INFO : Epoch 1618 | loss: 0.0312392 | val_loss: 0.0312392 | Time: 2393.76 ms [2021-01-21 04:50:06 main:574] : INFO : Epoch 1619 | loss: 0.0312386 | val_loss: 0.0312395 | Time: 2291.36 ms [2021-01-21 04:50:08 main:574] : INFO : Epoch 1620 | loss: 0.0312381 | val_loss: 0.0312393 | Time: 2359.04 ms [2021-01-21 04:50:11 main:574] : INFO : Epoch 1621 | loss: 0.0312384 | val_loss: 0.0312396 | Time: 2499.64 ms [2021-01-21 04:50:13 main:574] : INFO : Epoch 1622 | loss: 0.0312391 | val_loss: 0.0312408 | Time: 2566.59 ms [2021-01-21 04:50:16 main:574] : INFO : Epoch 1623 | loss: 0.0312393 | val_loss: 0.0312399 | Time: 2357.23 ms [2021-01-21 04:50:18 main:574] : INFO : Epoch 1624 | loss: 0.0312385 | val_loss: 0.0312392 | Time: 2250.04 ms [2021-01-21 04:50:20 main:574] : INFO : Epoch 1625 | loss: 0.031238 | val_loss: 0.0312394 | Time: 2338.84 ms [2021-01-21 04:50:23 main:574] : INFO : Epoch 1626 | loss: 0.0312379 | val_loss: 0.0312393 | Time: 2637.61 ms [2021-01-21 04:50:26 main:574] : INFO : Epoch 1627 | loss: 0.0312387 | val_loss: 0.0312402 | Time: 2486.89 ms [2021-01-21 04:50:28 main:574] : INFO : Epoch 1628 | loss: 0.0312381 | val_loss: 0.031239 | Time: 2456.46 ms [2021-01-21 04:50:31 main:574] : INFO : Epoch 1629 | loss: 0.0312382 | val_loss: 0.0312391 | Time: 2566.38 ms [2021-01-21 04:50:33 main:574] : INFO : Epoch 1630 | loss: 0.0312381 | val_loss: 0.0312392 | Time: 2474.91 ms [2021-01-21 04:50:36 main:574] : INFO : Epoch 1631 | loss: 0.0312394 | val_loss: 0.03124 | Time: 2591.26 ms [2021-01-21 04:50:38 main:574] : INFO : Epoch 1632 | loss: 0.031238 | val_loss: 0.03124 | Time: 2479.53 ms [2021-01-21 04:50:41 main:574] : INFO : Epoch 1633 | loss: 0.0312387 | val_loss: 0.0312404 | Time: 2499.22 ms [2021-01-21 04:50:44 main:574] : INFO : Epoch 1634 | loss: 0.0312383 | val_loss: 0.0312417 | Time: 2522.1 ms [2021-01-21 04:50:46 main:574] : INFO : Epoch 1635 | loss: 0.0312382 | val_loss: 0.0312411 | Time: 2423.7 ms [2021-01-21 04:50:49 main:574] : INFO : Epoch 1636 | loss: 0.0312379 | val_loss: 0.0312399 | Time: 2367.8 ms [2021-01-21 04:50:51 main:574] : INFO : Epoch 1637 | loss: 0.0312391 | val_loss: 0.0312402 | Time: 2483.1 ms [2021-01-21 04:50:54 main:574] : INFO : Epoch 1638 | loss: 0.0312385 | val_loss: 0.0312414 | Time: 2601.71 ms [2021-01-21 04:50:56 main:574] : INFO : Epoch 1639 | loss: 0.0312384 | val_loss: 0.0312408 | Time: 2575.81 ms [2021-01-21 04:50:59 main:574] : INFO : Epoch 1640 | loss: 0.0312383 | val_loss: 0.0312409 | Time: 2599.97 ms [2021-01-21 04:51:02 main:574] : INFO : Epoch 1641 | loss: 0.0312391 | val_loss: 0.0312392 | Time: 2532.25 ms [2021-01-21 04:51:04 main:574] : INFO : Epoch 1642 | loss: 0.0312386 | val_loss: 0.0312394 | Time: 2521.98 ms [2021-01-21 04:51:07 main:574] : INFO : Epoch 1643 | loss: 0.0312381 | val_loss: 0.0312395 | Time: 2562.51 ms [2021-01-21 04:51:10 main:574] : INFO : Epoch 1644 | loss: 0.0312385 | val_loss: 0.0312394 | Time: 2570.77 ms [2021-01-21 04:51:12 main:574] : INFO : Epoch 1645 | loss: 0.0312403 | val_loss: 0.0312409 | Time: 2402.54 ms [2021-01-21 04:51:15 main:574] : INFO : Epoch 1646 | loss: 0.0312383 | val_loss: 0.0312405 | Time: 2462.32 ms [2021-01-21 04:51:17 main:574] : INFO : Epoch 1647 | loss: 0.0312388 | val_loss: 0.0312404 | Time: 2473.01 ms [2021-01-21 04:51:20 main:574] : INFO : Epoch 1648 | loss: 0.0312391 | val_loss: 0.0312398 | Time: 2554.88 ms [2021-01-21 04:51:22 main:574] : INFO : Epoch 1649 | loss: 0.0312403 | val_loss: 0.0312431 | Time: 2496.77 ms [2021-01-21 04:51:25 main:574] : INFO : Epoch 1650 | loss: 0.0312389 | val_loss: 0.0312397 | Time: 2337.13 ms [2021-01-21 04:51:27 main:574] : INFO : Epoch 1651 | loss: 0.0312384 | val_loss: 0.0312396 | Time: 2319.76 ms [2021-01-21 04:51:30 main:574] : INFO : Epoch 1652 | loss: 0.031238 | val_loss: 0.031239 | Time: 2458.83 ms [2021-01-21 04:51:32 main:574] : INFO : Epoch 1653 | loss: 0.0312388 | val_loss: 0.0312391 | Time: 2514.34 ms [2021-01-21 04:51:35 main:574] : INFO : Epoch 1654 | loss: 0.0312393 | val_loss: 0.0312404 | Time: 2555.09 ms [2021-01-21 04:51:37 main:574] : INFO : Epoch 1655 | loss: 0.0312382 | val_loss: 0.0312391 | Time: 2621.69 ms [2021-01-21 04:51:40 main:574] : INFO : Epoch 1656 | loss: 0.0312384 | val_loss: 0.0312402 | Time: 2491.71 ms [2021-01-21 04:51:43 main:574] : INFO : Epoch 1657 | loss: 0.0312382 | val_loss: 0.0312419 | Time: 2525.53 ms [2021-01-21 04:51:45 main:574] : INFO : Epoch 1658 | loss: 0.0312389 | val_loss: 0.0312392 | Time: 2604.98 ms [2021-01-21 04:51:48 main:574] : INFO : Epoch 1659 | loss: 0.0312381 | val_loss: 0.0312395 | Time: 2580.48 ms [2021-01-21 04:51:51 main:574] : INFO : Epoch 1660 | loss: 0.0312386 | val_loss: 0.0312399 | Time: 2597.75 ms [2021-01-21 04:51:53 main:574] : INFO : Epoch 1661 | loss: 0.0312384 | val_loss: 0.0312397 | Time: 2538.97 ms [2021-01-21 04:51:56 main:574] : INFO : Epoch 1662 | loss: 0.0312383 | val_loss: 0.0312402 | Time: 2464.47 ms [2021-01-21 04:51:58 main:574] : INFO : Epoch 1663 | loss: 0.0312389 | val_loss: 0.0312399 | Time: 2503.28 ms [2021-01-21 04:52:01 main:574] : INFO : Epoch 1664 | loss: 0.0312399 | val_loss: 0.0312425 | Time: 2550.72 ms [2021-01-21 04:52:04 main:574] : INFO : Epoch 1665 | loss: 0.0312395 | val_loss: 0.0312403 | Time: 2605.37 ms [2021-01-21 04:52:06 main:574] : INFO : Epoch 1666 | loss: 0.0312399 | val_loss: 0.0312423 | Time: 2593.71 ms [2021-01-21 04:52:09 main:574] : INFO : Epoch 1667 | loss: 0.031243 | val_loss: 0.0312427 | Time: 2554.06 ms [2021-01-21 04:52:11 main:574] : INFO : Epoch 1668 | loss: 0.0312403 | val_loss: 0.0312424 | Time: 2525 ms [2021-01-21 04:52:14 main:574] : INFO : Epoch 1669 | loss: 0.0312388 | val_loss: 0.0312399 | Time: 2484.74 ms [2021-01-21 04:52:16 main:574] : INFO : Epoch 1670 | loss: 0.0312385 | val_loss: 0.0312396 | Time: 2297.06 ms [2021-01-21 04:52:19 main:574] : INFO : Epoch 1671 | loss: 0.0312393 | val_loss: 0.0312396 | Time: 2694.48 ms [2021-01-21 04:52:22 main:574] : INFO : Epoch 1672 | loss: 0.0312383 | val_loss: 0.03124 | Time: 2551.96 ms [2021-01-21 04:52:24 main:574] : INFO : Epoch 1673 | loss: 0.0312379 | val_loss: 0.031239 | Time: 2320.3 ms [2021-01-21 04:52:26 main:574] : INFO : Epoch 1674 | loss: 0.0312379 | val_loss: 0.0312395 | Time: 2288.25 ms [2021-01-21 04:52:29 main:574] : INFO : Epoch 1675 | loss: 0.0312383 | val_loss: 0.0312432 | Time: 2409.4 ms [2021-01-21 04:52:31 main:574] : INFO : Epoch 1676 | loss: 0.0312387 | val_loss: 0.0312394 | Time: 2263.03 ms [2021-01-21 04:52:33 main:574] : INFO : Epoch 1677 | loss: 0.0312381 | val_loss: 0.0312405 | Time: 2140.51 ms [2021-01-21 04:52:35 main:574] : INFO : Epoch 1678 | loss: 0.0312382 | val_loss: 0.0312393 | Time: 2148.52 ms [2021-01-21 04:52:38 main:574] : INFO : Epoch 1679 | loss: 0.0312379 | val_loss: 0.0312401 | Time: 2169.7 ms [2021-01-21 04:52:40 main:574] : INFO : Epoch 1680 | loss: 0.0312381 | val_loss: 0.03124 | Time: 2160.76 ms [2021-01-21 04:52:42 main:574] : INFO : Epoch 1681 | loss: 0.0312381 | val_loss: 0.0312393 | Time: 2164.87 ms [2021-01-21 04:52:44 main:574] : INFO : Epoch 1682 | loss: 0.0312379 | val_loss: 0.0312405 | Time: 2117.74 ms [2021-01-21 04:52:46 main:574] : INFO : Epoch 1683 | loss: 0.0312381 | val_loss: 0.0312413 | Time: 2152.19 ms [2021-01-21 04:52:48 main:574] : INFO : Epoch 1684 | loss: 0.0312379 | val_loss: 0.0312419 | Time: 2166.56 ms [2021-01-21 04:52:51 main:574] : INFO : Epoch 1685 | loss: 0.0312397 | val_loss: 0.0312402 | Time: 2202.54 ms [2021-01-21 04:52:53 main:574] : INFO : Epoch 1686 | loss: 0.0312388 | val_loss: 0.0312418 | Time: 2277.51 ms [2021-01-21 04:52:55 main:574] : INFO : Epoch 1687 | loss: 0.0312396 | val_loss: 0.0312393 | Time: 2211.13 ms [2021-01-21 04:52:58 main:574] : INFO : Epoch 1688 | loss: 0.0312381 | val_loss: 0.0312393 | Time: 2485.9 ms [2021-01-21 04:53:00 main:574] : INFO : Epoch 1689 | loss: 0.0312382 | val_loss: 0.0312395 | Time: 2539.38 ms [2021-01-21 04:53:03 main:574] : INFO : Epoch 1690 | loss: 0.0312382 | val_loss: 0.0312396 | Time: 2480.14 ms [2021-01-21 04:53:05 main:574] : INFO : Epoch 1691 | loss: 0.0312379 | val_loss: 0.0312405 | Time: 2517.52 ms [2021-01-21 04:53:08 main:574] : INFO : Epoch 1692 | loss: 0.0312381 | val_loss: 0.0312403 | Time: 2548.22 ms [2021-01-21 04:53:10 main:574] : INFO : Epoch 1693 | loss: 0.0312385 | val_loss: 0.0312418 | Time: 2352.51 ms [2021-01-21 04:53:13 main:574] : INFO : Epoch 1694 | loss: 0.0312381 | val_loss: 0.0312408 | Time: 2250.87 ms [2021-01-21 04:53:15 main:574] : INFO : Epoch 1695 | loss: 0.0312383 | val_loss: 0.0312404 | Time: 2240.5 ms [2021-01-21 04:53:17 main:574] : INFO : Epoch 1696 | loss: 0.0312387 | val_loss: 0.0312399 | Time: 2186.14 ms [2021-01-21 04:53:19 main:574] : INFO : Epoch 1697 | loss: 0.0312389 | val_loss: 0.0312406 | Time: 2148.12 ms [2021-01-21 04:53:21 main:574] : INFO : Epoch 1698 | loss: 0.0312385 | val_loss: 0.0312395 | Time: 2114.94 ms [2021-01-21 04:53:24 main:574] : INFO : Epoch 1699 | loss: 0.0312379 | val_loss: 0.0312403 | Time: 2140.12 ms [2021-01-21 04:53:26 main:574] : INFO : Epoch 1700 | loss: 0.0312379 | val_loss: 0.0312407 | Time: 2156.12 ms [2021-01-21 04:53:28 main:574] : INFO : Epoch 1701 | loss: 0.03124 | val_loss: 0.0312395 | Time: 2252.25 ms [2021-01-21 04:53:30 main:574] : INFO : Epoch 1702 | loss: 0.0312376 | val_loss: 0.0312407 | Time: 2236.01 ms [2021-01-21 04:53:32 main:574] : INFO : Epoch 1703 | loss: 0.0312384 | val_loss: 0.031241 | Time: 2194 ms [2021-01-21 04:53:35 main:574] : INFO : Epoch 1704 | loss: 0.0312385 | val_loss: 0.0312409 | Time: 2192.33 ms [2021-01-21 04:53:37 main:574] : INFO : Epoch 1705 | loss: 0.0312389 | val_loss: 0.031241 | Time: 2155.93 ms [2021-01-21 04:53:39 main:574] : INFO : Epoch 1706 | loss: 0.0312393 | val_loss: 0.0312411 | Time: 2225.08 ms [2021-01-21 04:53:42 main:574] : INFO : Epoch 1707 | loss: 0.0312385 | val_loss: 0.0312404 | Time: 2457.19 ms [2021-01-21 04:53:44 main:574] : INFO : Epoch 1708 | loss: 0.0312376 | val_loss: 0.0312397 | Time: 2481.87 ms [2021-01-21 04:53:46 main:574] : INFO : Epoch 1709 | loss: 0.0312378 | val_loss: 0.0312398 | Time: 2270.01 ms [2021-01-21 04:53:49 main:574] : INFO : Epoch 1710 | loss: 0.031238 | val_loss: 0.0312408 | Time: 2236.95 ms [2021-01-21 04:53:51 main:574] : INFO : Epoch 1711 | loss: 0.0312385 | val_loss: 0.0312415 | Time: 2201.7 ms [2021-01-21 04:53:53 main:574] : INFO : Epoch 1712 | loss: 0.0312415 | val_loss: 0.0312436 | Time: 2204.85 ms [2021-01-21 04:53:55 main:574] : INFO : Epoch 1713 | loss: 0.0312453 | val_loss: 0.0312476 | Time: 2194.06 ms [2021-01-21 04:53:57 main:574] : INFO : Epoch 1714 | loss: 0.0312463 | val_loss: 0.0312464 | Time: 2152.79 ms [2021-01-21 04:54:00 main:574] : INFO : Epoch 1715 | loss: 0.0312418 | val_loss: 0.0312405 | Time: 2158.02 ms [2021-01-21 04:54:02 main:574] : INFO : Epoch 1716 | loss: 0.0312395 | val_loss: 0.0312437 | Time: 2153.85 ms [2021-01-21 04:54:04 main:574] : INFO : Epoch 1717 | loss: 0.0312402 | val_loss: 0.0312408 | Time: 2411.31 ms [2021-01-21 04:54:07 main:574] : INFO : Epoch 1718 | loss: 0.0312393 | val_loss: 0.0312396 | Time: 2534.02 ms [2021-01-21 04:54:09 main:574] : INFO : Epoch 1719 | loss: 0.031239 | val_loss: 0.0312406 | Time: 2529.97 ms [2021-01-21 04:54:12 main:574] : INFO : Epoch 1720 | loss: 0.0312398 | val_loss: 0.0312417 | Time: 2558.76 ms [2021-01-21 04:54:15 main:574] : INFO : Epoch 1721 | loss: 0.0312392 | val_loss: 0.0312403 | Time: 2677.72 ms [2021-01-21 04:54:17 main:574] : INFO : Epoch 1722 | loss: 0.0312382 | val_loss: 0.0312398 | Time: 2645.13 ms [2021-01-21 04:54:20 main:574] : INFO : Epoch 1723 | loss: 0.0312379 | val_loss: 0.0312396 | Time: 2521.33 ms [2021-01-21 04:54:23 main:574] : INFO : Epoch 1724 | loss: 0.0312377 | val_loss: 0.0312403 | Time: 2596.74 ms [2021-01-21 04:54:25 main:574] : INFO : Epoch 1725 | loss: 0.0312388 | val_loss: 0.0312408 | Time: 2545.29 ms [2021-01-21 04:54:28 main:574] : INFO : Epoch 1726 | loss: 0.0312387 | val_loss: 0.0312406 | Time: 2599.21 ms [2021-01-21 04:54:31 main:574] : INFO : Epoch 1727 | loss: 0.0312385 | val_loss: 0.03124 | Time: 2796.43 ms [2021-01-21 04:54:33 main:574] : INFO : Epoch 1728 | loss: 0.031238 | val_loss: 0.0312427 | Time: 2453.25 ms [2021-01-21 04:54:35 main:574] : INFO : Epoch 1729 | loss: 0.0312389 | val_loss: 0.0312436 | Time: 2201.26 ms [2021-01-21 04:54:38 main:574] : INFO : Epoch 1730 | loss: 0.0312399 | val_loss: 0.0312421 | Time: 2263.55 ms [2021-01-21 04:54:40 main:574] : INFO : Epoch 1731 | loss: 0.0312399 | val_loss: 0.0312396 | Time: 2249.11 ms [2021-01-21 04:54:42 main:574] : INFO : Epoch 1732 | loss: 0.0312388 | val_loss: 0.0312399 | Time: 2277.47 ms [2021-01-21 04:54:45 main:574] : INFO : Epoch 1733 | loss: 0.0312399 | val_loss: 0.0312404 | Time: 2176.8 ms [2021-01-21 04:54:47 main:574] : INFO : Epoch 1734 | loss: 0.0312395 | val_loss: 0.031241 | Time: 2167.29 ms [2021-01-21 04:54:49 main:574] : INFO : Epoch 1735 | loss: 0.0312382 | val_loss: 0.0312395 | Time: 2156.11 ms [2021-01-21 04:54:51 main:574] : INFO : Epoch 1736 | loss: 0.0312379 | val_loss: 0.0312404 | Time: 2145.22 ms [2021-01-21 04:54:53 main:574] : INFO : Epoch 1737 | loss: 0.0312379 | val_loss: 0.0312404 | Time: 2208.19 ms [2021-01-21 04:54:56 main:574] : INFO : Epoch 1738 | loss: 0.0312381 | val_loss: 0.0312396 | Time: 2288.55 ms [2021-01-21 04:54:58 main:574] : INFO : Epoch 1739 | loss: 0.031238 | val_loss: 0.0312394 | Time: 2291.17 ms [2021-01-21 04:55:00 main:574] : INFO : Epoch 1740 | loss: 0.0312377 | val_loss: 0.0312392 | Time: 2260.08 ms [2021-01-21 04:55:02 main:574] : INFO : Epoch 1741 | loss: 0.0312386 | val_loss: 0.0312399 | Time: 2214.54 ms [2021-01-21 04:55:05 main:574] : INFO : Epoch 1742 | loss: 0.0312385 | val_loss: 0.0312396 | Time: 2233.1 ms [2021-01-21 04:55:07 main:574] : INFO : Epoch 1743 | loss: 0.0312379 | val_loss: 0.031241 | Time: 2504.98 ms [2021-01-21 04:55:10 main:574] : INFO : Epoch 1744 | loss: 0.0312381 | val_loss: 0.0312395 | Time: 2513.61 ms [2021-01-21 04:55:12 main:574] : INFO : Epoch 1745 | loss: 0.0312383 | val_loss: 0.0312395 | Time: 2396.7 ms [2021-01-21 04:55:15 main:574] : INFO : Epoch 1746 | loss: 0.0312378 | val_loss: 0.0312411 | Time: 2324.19 ms [2021-01-21 04:55:17 main:574] : INFO : Epoch 1747 | loss: 0.0312382 | val_loss: 0.0312404 | Time: 2314.46 ms [2021-01-21 04:55:19 main:574] : INFO : Epoch 1748 | loss: 0.0312381 | val_loss: 0.0312396 | Time: 2395.62 ms [2021-01-21 04:55:22 main:574] : INFO : Epoch 1749 | loss: 0.0312376 | val_loss: 0.0312393 | Time: 2349.8 ms [2021-01-21 04:55:24 main:574] : INFO : Epoch 1750 | loss: 0.0312376 | val_loss: 0.0312402 | Time: 2276.63 ms [2021-01-21 04:55:26 main:574] : INFO : Epoch 1751 | loss: 0.031238 | val_loss: 0.0312398 | Time: 2261.85 ms [2021-01-21 04:55:28 main:574] : INFO : Epoch 1752 | loss: 0.0312387 | val_loss: 0.0312394 | Time: 2248.84 ms [2021-01-21 04:55:31 main:574] : INFO : Epoch 1753 | loss: 0.0312385 | val_loss: 0.0312406 | Time: 2214.55 ms [2021-01-21 04:55:33 main:574] : INFO : Epoch 1754 | loss: 0.0312383 | val_loss: 0.0312395 | Time: 2314.97 ms [2021-01-21 04:55:36 main:574] : INFO : Epoch 1755 | loss: 0.031238 | val_loss: 0.0312406 | Time: 2507.7 ms [2021-01-21 04:55:38 main:574] : INFO : Epoch 1756 | loss: 0.0312381 | val_loss: 0.03124 | Time: 2505.98 ms [2021-01-21 04:55:41 main:574] : INFO : Epoch 1757 | loss: 0.0312381 | val_loss: 0.0312395 | Time: 2442.54 ms [2021-01-21 04:55:43 main:574] : INFO : Epoch 1758 | loss: 0.0312381 | val_loss: 0.0312404 | Time: 2249.15 ms [2021-01-21 04:55:45 main:574] : INFO : Epoch 1759 | loss: 0.0312387 | val_loss: 0.0312396 | Time: 2237.63 ms [2021-01-21 04:55:47 main:574] : INFO : Epoch 1760 | loss: 0.0312377 | val_loss: 0.0312395 | Time: 2248.89 ms [2021-01-21 04:55:50 main:574] : INFO : Epoch 1761 | loss: 0.0312376 | val_loss: 0.0312402 | Time: 2294.28 ms [2021-01-21 04:55:52 main:574] : INFO : Epoch 1762 | loss: 0.0312379 | val_loss: 0.0312392 | Time: 2250.71 ms [2021-01-21 04:55:54 main:574] : INFO : Epoch 1763 | loss: 0.0312379 | val_loss: 0.0312404 | Time: 2254.31 ms [2021-01-21 04:55:56 main:574] : INFO : Epoch 1764 | loss: 0.0312377 | val_loss: 0.0312416 | Time: 2175.33 ms [2021-01-21 04:55:59 main:574] : INFO : Epoch 1765 | loss: 0.0312393 | val_loss: 0.0312417 | Time: 2416.43 ms [2021-01-21 04:56:01 main:574] : INFO : Epoch 1766 | loss: 0.031239 | val_loss: 0.03124 | Time: 2502.49 ms [2021-01-21 04:56:04 main:574] : INFO : Epoch 1767 | loss: 0.0312381 | val_loss: 0.0312399 | Time: 2469.94 ms [2021-01-21 04:56:07 main:574] : INFO : Epoch 1768 | loss: 0.0312386 | val_loss: 0.0312419 | Time: 2559.46 ms [2021-01-21 04:56:09 main:574] : INFO : Epoch 1769 | loss: 0.0312393 | val_loss: 0.0312406 | Time: 2366.75 ms [2021-01-21 04:56:12 main:574] : INFO : Epoch 1770 | loss: 0.0312386 | val_loss: 0.03124 | Time: 2628.78 ms [2021-01-21 04:56:14 main:574] : INFO : Epoch 1771 | loss: 0.0312385 | val_loss: 0.0312403 | Time: 2633.84 ms [2021-01-21 04:56:17 main:574] : INFO : Epoch 1772 | loss: 0.0312388 | val_loss: 0.0312411 | Time: 2500.66 ms [2021-01-21 04:56:19 main:574] : INFO : Epoch 1773 | loss: 0.0312385 | val_loss: 0.0312398 | Time: 2372.16 ms [2021-01-21 04:56:22 main:574] : INFO : Epoch 1774 | loss: 0.0312376 | val_loss: 0.0312395 | Time: 2556.81 ms [2021-01-21 04:56:25 main:574] : INFO : Epoch 1775 | loss: 0.0312378 | val_loss: 0.0312433 | Time: 2508.87 ms [2021-01-21 04:56:27 main:574] : INFO : Epoch 1776 | loss: 0.0312383 | val_loss: 0.0312411 | Time: 2583.14 ms [2021-01-21 04:56:30 main:574] : INFO : Epoch 1777 | loss: 0.0312382 | val_loss: 0.0312392 | Time: 2459.61 ms [2021-01-21 04:56:32 main:574] : INFO : Epoch 1778 | loss: 0.0312379 | val_loss: 0.0312415 | Time: 2630.69 ms [2021-01-21 04:56:35 main:574] : INFO : Epoch 1779 | loss: 0.0312378 | val_loss: 0.0312397 | Time: 2254.13 ms [2021-01-21 04:56:37 main:574] : INFO : Epoch 1780 | loss: 0.0312374 | val_loss: 0.0312401 | Time: 2228.63 ms [2021-01-21 04:56:39 main:574] : INFO : Epoch 1781 | loss: 0.0312374 | val_loss: 0.0312415 | Time: 2383.1 ms [2021-01-21 04:56:42 main:574] : INFO : Epoch 1782 | loss: 0.0312381 | val_loss: 0.0312406 | Time: 2414.15 ms [2021-01-21 04:56:44 main:574] : INFO : Epoch 1783 | loss: 0.0312386 | val_loss: 0.0312403 | Time: 2557.03 ms [2021-01-21 04:56:47 main:574] : INFO : Epoch 1784 | loss: 0.0312385 | val_loss: 0.0312407 | Time: 2526.21 ms [2021-01-21 04:56:50 main:574] : INFO : Epoch 1785 | loss: 0.0312391 | val_loss: 0.0312404 | Time: 2459.13 ms [2021-01-21 04:56:52 main:574] : INFO : Epoch 1786 | loss: 0.0312379 | val_loss: 0.0312395 | Time: 2535.99 ms [2021-01-21 04:56:55 main:574] : INFO : Epoch 1787 | loss: 0.031239 | val_loss: 0.0312413 | Time: 2534.62 ms [2021-01-21 04:56:58 main:574] : INFO : Epoch 1788 | loss: 0.0312377 | val_loss: 0.0312394 | Time: 2596.57 ms [2021-01-21 04:57:00 main:574] : INFO : Epoch 1789 | loss: 0.0312383 | val_loss: 0.0312409 | Time: 2497.1 ms [2021-01-21 04:57:03 main:574] : INFO : Epoch 1790 | loss: 0.0312393 | val_loss: 0.0312394 | Time: 2582.66 ms [2021-01-21 04:57:05 main:574] : INFO : Epoch 1791 | loss: 0.0312396 | val_loss: 0.0312394 | Time: 2543.37 ms [2021-01-21 04:57:08 main:574] : INFO : Epoch 1792 | loss: 0.0312378 | val_loss: 0.0312394 | Time: 2254.09 ms [2021-01-21 04:57:10 main:574] : INFO : Epoch 1793 | loss: 0.0312378 | val_loss: 0.0312396 | Time: 2587.46 ms [2021-01-21 04:57:13 main:574] : INFO : Epoch 1794 | loss: 0.0312376 | val_loss: 0.0312399 | Time: 2476.47 ms [2021-01-21 04:57:15 main:574] : INFO : Epoch 1795 | loss: 0.0312376 | val_loss: 0.0312434 | Time: 2246.08 ms [2021-01-21 04:57:17 main:574] : INFO : Epoch 1796 | loss: 0.0312387 | val_loss: 0.0312417 | Time: 2262.19 ms [2021-01-21 04:57:20 main:574] : INFO : Epoch 1797 | loss: 0.0312381 | val_loss: 0.0312396 | Time: 2293.88 ms [2021-01-21 04:57:22 main:574] : INFO : Epoch 1798 | loss: 0.031238 | val_loss: 0.0312392 | Time: 2393.89 ms [2021-01-21 04:57:24 main:574] : INFO : Epoch 1799 | loss: 0.0312374 | val_loss: 0.0312397 | Time: 2235.75 ms [2021-01-21 04:57:27 main:574] : INFO : Epoch 1800 | loss: 0.031238 | val_loss: 0.0312393 | Time: 2249.58 ms [2021-01-21 04:57:29 main:574] : INFO : Epoch 1801 | loss: 0.0312383 | val_loss: 0.0312427 | Time: 2336.15 ms [2021-01-21 04:57:32 main:574] : INFO : Epoch 1802 | loss: 0.0312378 | val_loss: 0.0312394 | Time: 2605.17 ms [2021-01-21 04:57:34 main:574] : INFO : Epoch 1803 | loss: 0.0312377 | val_loss: 0.0312429 | Time: 2584.21 ms [2021-01-21 04:57:37 main:574] : INFO : Epoch 1804 | loss: 0.0312381 | val_loss: 0.0312409 | Time: 2386.31 ms [2021-01-21 04:57:39 main:574] : INFO : Epoch 1805 | loss: 0.0312388 | val_loss: 0.0312403 | Time: 2400.62 ms [2021-01-21 04:57:41 main:574] : INFO : Epoch 1806 | loss: 0.0312376 | val_loss: 0.0312393 | Time: 2431.03 ms [2021-01-21 04:57:44 main:574] : INFO : Epoch 1807 | loss: 0.0312375 | val_loss: 0.0312399 | Time: 2238.6 ms [2021-01-21 04:57:46 main:574] : INFO : Epoch 1808 | loss: 0.0312383 | val_loss: 0.0312414 | Time: 2243.27 ms [2021-01-21 04:57:48 main:574] : INFO : Epoch 1809 | loss: 0.031238 | val_loss: 0.0312425 | Time: 2207.8 ms [2021-01-21 04:57:50 main:574] : INFO : Epoch 1810 | loss: 0.0312383 | val_loss: 0.0312401 | Time: 2220.79 ms [2021-01-21 04:57:53 main:574] : INFO : Epoch 1811 | loss: 0.031238 | val_loss: 0.0312402 | Time: 2163.72 ms [2021-01-21 04:57:55 main:574] : INFO : Epoch 1812 | loss: 0.0312378 | val_loss: 0.0312422 | Time: 2370.82 ms [2021-01-21 04:57:58 main:574] : INFO : Epoch 1813 | loss: 0.0312382 | val_loss: 0.0312396 | Time: 2651.02 ms [2021-01-21 04:58:00 main:574] : INFO : Epoch 1814 | loss: 0.031238 | val_loss: 0.0312415 | Time: 2528.26 ms [2021-01-21 04:58:03 main:574] : INFO : Epoch 1815 | loss: 0.0312385 | val_loss: 0.0312414 | Time: 2580.93 ms [2021-01-21 04:58:06 main:574] : INFO : Epoch 1816 | loss: 0.0312376 | val_loss: 0.0312394 | Time: 2541.76 ms [2021-01-21 04:58:08 main:574] : INFO : Epoch 1817 | loss: 0.0312381 | val_loss: 0.03124 | Time: 2435.2 ms [2021-01-21 04:58:11 main:574] : INFO : Epoch 1818 | loss: 0.0312378 | val_loss: 0.0312405 | Time: 2548.38 ms [2021-01-21 04:58:14 main:574] : INFO : Epoch 1819 | loss: 0.0312377 | val_loss: 0.0312401 | Time: 2603.89 ms [2021-01-21 04:58:16 main:574] : INFO : Epoch 1820 | loss: 0.0312383 | val_loss: 0.03124 | Time: 2658.94 ms [2021-01-21 04:58:19 main:574] : INFO : Epoch 1821 | loss: 0.0312383 | val_loss: 0.0312403 | Time: 2602.7 ms [2021-01-21 04:58:21 main:574] : INFO : Epoch 1822 | loss: 0.0312376 | val_loss: 0.0312399 | Time: 2487.03 ms [2021-01-21 04:58:24 main:574] : INFO : Epoch 1823 | loss: 0.0312377 | val_loss: 0.0312419 | Time: 2599.67 ms [2021-01-21 04:58:27 main:574] : INFO : Epoch 1824 | loss: 0.0312392 | val_loss: 0.0312396 | Time: 2604.72 ms [2021-01-21 04:58:29 main:574] : INFO : Epoch 1825 | loss: 0.0312378 | val_loss: 0.0312394 | Time: 2287.1 ms [2021-01-21 04:58:31 main:574] : INFO : Epoch 1826 | loss: 0.0312388 | val_loss: 0.0312401 | Time: 2280.87 ms [2021-01-21 04:58:34 main:574] : INFO : Epoch 1827 | loss: 0.03124 | val_loss: 0.0312428 | Time: 2209.17 ms [2021-01-21 04:58:36 main:574] : INFO : Epoch 1828 | loss: 0.0312424 | val_loss: 0.0312428 | Time: 2171.44 ms [2021-01-21 04:58:38 main:574] : INFO : Epoch 1829 | loss: 0.0312394 | val_loss: 0.0312402 | Time: 2144.56 ms [2021-01-21 04:58:40 main:574] : INFO : Epoch 1830 | loss: 0.0312386 | val_loss: 0.0312409 | Time: 2180.21 ms [2021-01-21 04:58:42 main:574] : INFO : Epoch 1831 | loss: 0.031239 | val_loss: 0.0312445 | Time: 2150.25 ms [2021-01-21 04:58:45 main:574] : INFO : Epoch 1832 | loss: 0.0312413 | val_loss: 0.0312476 | Time: 2434.51 ms [2021-01-21 04:58:48 main:574] : INFO : Epoch 1833 | loss: 0.0312423 | val_loss: 0.0312471 | Time: 2617.04 ms [2021-01-21 04:58:50 main:574] : INFO : Epoch 1834 | loss: 0.0312409 | val_loss: 0.03124 | Time: 2540.12 ms [2021-01-21 04:58:53 main:574] : INFO : Epoch 1835 | loss: 0.0312382 | val_loss: 0.0312402 | Time: 2658.25 ms [2021-01-21 04:58:55 main:574] : INFO : Epoch 1836 | loss: 0.0312384 | val_loss: 0.0312403 | Time: 2639.69 ms [2021-01-21 04:58:58 main:574] : INFO : Epoch 1837 | loss: 0.0312374 | val_loss: 0.0312415 | Time: 2521.06 ms [2021-01-21 04:59:01 main:574] : INFO : Epoch 1838 | loss: 0.0312376 | val_loss: 0.0312401 | Time: 2547.64 ms [2021-01-21 04:59:03 main:574] : INFO : Epoch 1839 | loss: 0.0312375 | val_loss: 0.0312399 | Time: 2603.5 ms [2021-01-21 04:59:06 main:574] : INFO : Epoch 1840 | loss: 0.0312381 | val_loss: 0.0312394 | Time: 2414.19 ms [2021-01-21 04:59:08 main:574] : INFO : Epoch 1841 | loss: 0.0312377 | val_loss: 0.0312393 | Time: 2260.79 ms [2021-01-21 04:59:10 main:574] : INFO : Epoch 1842 | loss: 0.0312376 | val_loss: 0.03124 | Time: 2242.36 ms [2021-01-21 04:59:13 main:574] : INFO : Epoch 1843 | loss: 0.0312393 | val_loss: 0.0312402 | Time: 2236.56 ms [2021-01-21 04:59:15 main:574] : INFO : Epoch 1844 | loss: 0.0312383 | val_loss: 0.0312411 | Time: 2224.43 ms [2021-01-21 04:59:17 main:574] : INFO : Epoch 1845 | loss: 0.0312378 | val_loss: 0.03124 | Time: 2168.38 ms [2021-01-21 04:59:19 main:574] : INFO : Epoch 1846 | loss: 0.0312378 | val_loss: 0.0312406 | Time: 2166.63 ms [2021-01-21 04:59:22 main:574] : INFO : Epoch 1847 | loss: 0.0312383 | val_loss: 0.0312398 | Time: 2442.24 ms [2021-01-21 04:59:24 main:574] : INFO : Epoch 1848 | loss: 0.0312378 | val_loss: 0.0312394 | Time: 2584.54 ms [2021-01-21 04:59:27 main:574] : INFO : Epoch 1849 | loss: 0.031238 | val_loss: 0.0312393 | Time: 2527.51 ms [2021-01-21 04:59:29 main:574] : INFO : Epoch 1850 | loss: 0.031239 | val_loss: 0.031241 | Time: 2284.02 ms [2021-01-21 04:59:31 main:574] : INFO : Epoch 1851 | loss: 0.0312378 | val_loss: 0.0312395 | Time: 2180.34 ms [2021-01-21 04:59:33 main:574] : INFO : Epoch 1852 | loss: 0.0312375 | val_loss: 0.0312408 | Time: 2163.74 ms [2021-01-21 04:59:36 main:574] : INFO : Epoch 1853 | loss: 0.0312378 | val_loss: 0.0312395 | Time: 2174.16 ms [2021-01-21 04:59:38 main:574] : INFO : Epoch 1854 | loss: 0.031238 | val_loss: 0.0312395 | Time: 2185.55 ms [2021-01-21 04:59:40 main:574] : INFO : Epoch 1855 | loss: 0.0312378 | val_loss: 0.0312398 | Time: 2211.83 ms [2021-01-21 04:59:42 main:574] : INFO : Epoch 1856 | loss: 0.0312391 | val_loss: 0.0312404 | Time: 2132.56 ms [2021-01-21 04:59:44 main:574] : INFO : Epoch 1857 | loss: 0.0312381 | val_loss: 0.0312406 | Time: 2168.82 ms [2021-01-21 04:59:47 main:574] : INFO : Epoch 1858 | loss: 0.031239 | val_loss: 0.0312439 | Time: 2174.51 ms [2021-01-21 04:59:49 main:574] : INFO : Epoch 1859 | loss: 0.0312415 | val_loss: 0.0312447 | Time: 2184.86 ms [2021-01-21 04:59:51 main:574] : INFO : Epoch 1860 | loss: 0.0312404 | val_loss: 0.031243 | Time: 2377.7 ms [2021-01-21 04:59:54 main:574] : INFO : Epoch 1861 | loss: 0.0312386 | val_loss: 0.0312402 | Time: 2663.3 ms [2021-01-21 04:59:57 main:574] : INFO : Epoch 1862 | loss: 0.0312379 | val_loss: 0.0312396 | Time: 3411.84 ms [2021-01-21 05:00:00 main:574] : INFO : Epoch 1863 | loss: 0.0312378 | val_loss: 0.031241 | Time: 2503.54 ms [2021-01-21 05:00:03 main:574] : INFO : Epoch 1864 | loss: 0.031238 | val_loss: 0.0312423 | Time: 2562.94 ms [2021-01-21 05:00:05 main:574] : INFO : Epoch 1865 | loss: 0.0312392 | val_loss: 0.0312418 | Time: 2613.74 ms [2021-01-21 05:00:08 main:574] : INFO : Epoch 1866 | loss: 0.0312392 | val_loss: 0.0312443 | Time: 2464.03 ms [2021-01-21 05:00:11 main:574] : INFO : Epoch 1867 | loss: 0.0312384 | val_loss: 0.0312401 | Time: 2665.24 ms [2021-01-21 05:00:13 main:574] : INFO : Epoch 1868 | loss: 0.0312379 | val_loss: 0.03124 | Time: 2677.17 ms [2021-01-21 05:00:16 main:574] : INFO : Epoch 1869 | loss: 0.0312374 | val_loss: 0.0312406 | Time: 2618.95 ms [2021-01-21 05:00:19 main:574] : INFO : Epoch 1870 | loss: 0.0312386 | val_loss: 0.0312395 | Time: 2646.75 ms [2021-01-21 05:00:21 main:574] : INFO : Epoch 1871 | loss: 0.0312376 | val_loss: 0.0312409 | Time: 2559.27 ms [2021-01-21 05:00:24 main:574] : INFO : Epoch 1872 | loss: 0.0312375 | val_loss: 0.0312403 | Time: 2579.94 ms [2021-01-21 05:00:26 main:574] : INFO : Epoch 1873 | loss: 0.0312383 | val_loss: 0.0312397 | Time: 2491.7 ms [2021-01-21 05:00:29 main:574] : INFO : Epoch 1874 | loss: 0.0312382 | val_loss: 0.0312398 | Time: 2467.96 ms [2021-01-21 05:00:32 main:574] : INFO : Epoch 1875 | loss: 0.0312386 | val_loss: 0.0312421 | Time: 2636.07 ms [2021-01-21 05:00:34 main:574] : INFO : Epoch 1876 | loss: 0.0312386 | val_loss: 0.0312404 | Time: 2573.07 ms [2021-01-21 05:00:37 main:574] : INFO : Epoch 1877 | loss: 0.0312384 | val_loss: 0.0312396 | Time: 2545.51 ms [2021-01-21 05:00:39 main:574] : INFO : Epoch 1878 | loss: 0.031241 | val_loss: 0.0312396 | Time: 2569.59 ms [2021-01-21 05:00:42 main:574] : INFO : Epoch 1879 | loss: 0.0312395 | val_loss: 0.0312396 | Time: 2599.76 ms [2021-01-21 05:00:45 main:574] : INFO : Epoch 1880 | loss: 0.0312387 | val_loss: 0.0312416 | Time: 2539.94 ms [2021-01-21 05:00:47 main:574] : INFO : Epoch 1881 | loss: 0.0312395 | val_loss: 0.0312404 | Time: 2536.63 ms [2021-01-21 05:00:50 main:574] : INFO : Epoch 1882 | loss: 0.0312389 | val_loss: 0.0312421 | Time: 2578.27 ms [2021-01-21 05:00:53 main:574] : INFO : Epoch 1883 | loss: 0.0312414 | val_loss: 0.0312405 | Time: 2615.9 ms [2021-01-21 05:00:55 main:574] : INFO : Epoch 1884 | loss: 0.0312408 | val_loss: 0.0312427 | Time: 2580.96 ms [2021-01-21 05:00:58 main:574] : INFO : Epoch 1885 | loss: 0.0312414 | val_loss: 0.0312412 | Time: 2574.58 ms [2021-01-21 05:01:01 main:574] : INFO : Epoch 1886 | loss: 0.0312402 | val_loss: 0.0312406 | Time: 2606.62 ms [2021-01-21 05:01:03 main:574] : INFO : Epoch 1887 | loss: 0.0312393 | val_loss: 0.0312403 | Time: 2539.52 ms [2021-01-21 05:01:06 main:574] : INFO : Epoch 1888 | loss: 0.031239 | val_loss: 0.0312401 | Time: 2651.99 ms [2021-01-21 05:01:09 main:574] : INFO : Epoch 1889 | loss: 0.0312384 | val_loss: 0.0312409 | Time: 2611.66 ms [2021-01-21 05:01:11 main:574] : INFO : Epoch 1890 | loss: 0.0312394 | val_loss: 0.0312435 | Time: 2472.21 ms [2021-01-21 05:01:14 main:574] : INFO : Epoch 1891 | loss: 0.0312391 | val_loss: 0.0312399 | Time: 2565.87 ms [2021-01-21 05:01:17 main:574] : INFO : Epoch 1892 | loss: 0.0312386 | val_loss: 0.031241 | Time: 2663.2 ms [2021-01-21 05:01:19 main:574] : INFO : Epoch 1893 | loss: 0.0312386 | val_loss: 0.0312421 | Time: 2516.69 ms [2021-01-21 05:01:22 main:574] : INFO : Epoch 1894 | loss: 0.0312395 | val_loss: 0.0312419 | Time: 2665.84 ms [2021-01-21 05:01:25 main:574] : INFO : Epoch 1895 | loss: 0.031239 | val_loss: 0.0312399 | Time: 2483.34 ms [2021-01-21 05:01:27 main:574] : INFO : Epoch 1896 | loss: 0.0312384 | val_loss: 0.03124 | Time: 2424.12 ms [2021-01-21 05:01:30 main:574] : INFO : Epoch 1897 | loss: 0.0312386 | val_loss: 0.031244 | Time: 2516 ms [2021-01-21 05:01:32 main:574] : INFO : Epoch 1898 | loss: 0.0312395 | val_loss: 0.0312425 | Time: 2589.46 ms [2021-01-21 05:01:35 main:574] : INFO : Epoch 1899 | loss: 0.0312388 | val_loss: 0.0312419 | Time: 2562.85 ms [2021-01-21 05:01:37 main:574] : INFO : Epoch 1900 | loss: 0.0312394 | val_loss: 0.0312409 | Time: 2450.96 ms [2021-01-21 05:01:40 main:574] : INFO : Epoch 1901 | loss: 0.0312399 | val_loss: 0.0312419 | Time: 2491.43 ms [2021-01-21 05:01:43 main:574] : INFO : Epoch 1902 | loss: 0.0312424 | val_loss: 0.0312447 | Time: 2577.57 ms [2021-01-21 05:01:45 main:574] : INFO : Epoch 1903 | loss: 0.0312405 | val_loss: 0.0312411 | Time: 2599.72 ms [2021-01-21 05:01:48 main:574] : INFO : Epoch 1904 | loss: 0.0312388 | val_loss: 0.0312413 | Time: 2513.76 ms [2021-01-21 05:01:51 main:574] : INFO : Epoch 1905 | loss: 0.0312388 | val_loss: 0.0312425 | Time: 2558.31 ms [2021-01-21 05:01:53 main:574] : INFO : Epoch 1906 | loss: 0.0312384 | val_loss: 0.0312398 | Time: 2668.09 ms [2021-01-21 05:01:56 main:574] : INFO : Epoch 1907 | loss: 0.0312376 | val_loss: 0.0312409 | Time: 2532.2 ms [2021-01-21 05:01:59 main:574] : INFO : Epoch 1908 | loss: 0.0312382 | val_loss: 0.0312402 | Time: 2554.03 ms [2021-01-21 05:02:01 main:574] : INFO : Epoch 1909 | loss: 0.0312378 | val_loss: 0.0312418 | Time: 2529.4 ms [2021-01-21 05:02:04 main:574] : INFO : Epoch 1910 | loss: 0.0312383 | val_loss: 0.0312402 | Time: 2442.33 ms [2021-01-21 05:02:06 main:574] : INFO : Epoch 1911 | loss: 0.0312381 | val_loss: 0.0312402 | Time: 2501.59 ms [2021-01-21 05:02:09 main:574] : INFO : Epoch 1912 | loss: 0.0312378 | val_loss: 0.0312401 | Time: 2506.13 ms [2021-01-21 05:02:11 main:574] : INFO : Epoch 1913 | loss: 0.0312393 | val_loss: 0.0312403 | Time: 2741.46 ms [2021-01-21 05:02:14 main:574] : INFO : Epoch 1914 | loss: 0.031238 | val_loss: 0.0312397 | Time: 2656.45 ms [2021-01-21 05:02:17 main:574] : INFO : Epoch 1915 | loss: 0.0312379 | val_loss: 0.0312401 | Time: 2554.85 ms [2021-01-21 05:02:19 main:574] : INFO : Epoch 1916 | loss: 0.0312381 | val_loss: 0.0312416 | Time: 2518.83 ms [2021-01-21 05:02:22 main:574] : INFO : Epoch 1917 | loss: 0.0312389 | val_loss: 0.03124 | Time: 2533.53 ms [2021-01-21 05:02:25 main:574] : INFO : Epoch 1918 | loss: 0.031239 | val_loss: 0.0312446 | Time: 2582.32 ms [2021-01-21 05:02:27 main:574] : INFO : Epoch 1919 | loss: 0.03124 | val_loss: 0.0312426 | Time: 2552.32 ms [2021-01-21 05:02:30 main:574] : INFO : Epoch 1920 | loss: 0.0312381 | val_loss: 0.0312398 | Time: 2614.53 ms [2021-01-21 05:02:33 main:574] : INFO : Epoch 1921 | loss: 0.0312384 | val_loss: 0.0312403 | Time: 2557.58 ms [2021-01-21 05:02:35 main:574] : INFO : Epoch 1922 | loss: 0.0312382 | val_loss: 0.031241 | Time: 2582.03 ms [2021-01-21 05:02:38 main:574] : INFO : Epoch 1923 | loss: 0.0312382 | val_loss: 0.0312402 | Time: 2539.47 ms [2021-01-21 05:02:40 main:574] : INFO : Epoch 1924 | loss: 0.0312378 | val_loss: 0.0312401 | Time: 2566.27 ms [2021-01-21 05:02:43 main:574] : INFO : Epoch 1925 | loss: 0.0312376 | val_loss: 0.0312409 | Time: 2575.13 ms [2021-01-21 05:02:46 main:574] : INFO : Epoch 1926 | loss: 0.0312382 | val_loss: 0.0312402 | Time: 2637.56 ms [2021-01-21 05:02:49 main:574] : INFO : Epoch 1927 | loss: 0.0312376 | val_loss: 0.0312396 | Time: 2619 ms [2021-01-21 05:02:51 main:574] : INFO : Epoch 1928 | loss: 0.0312377 | val_loss: 0.0312414 | Time: 2529.77 ms [2021-01-21 05:02:54 main:574] : INFO : Epoch 1929 | loss: 0.0312377 | val_loss: 0.0312396 | Time: 2622.6 ms [2021-01-21 05:02:57 main:574] : INFO : Epoch 1930 | loss: 0.0312384 | val_loss: 0.0312403 | Time: 2607.09 ms [2021-01-21 05:02:59 main:574] : INFO : Epoch 1931 | loss: 0.0312388 | val_loss: 0.0312406 | Time: 2598.4 ms [2021-01-21 05:03:02 main:574] : INFO : Epoch 1932 | loss: 0.0312383 | val_loss: 0.03124 | Time: 2596.48 ms [2021-01-21 05:03:05 main:574] : INFO : Epoch 1933 | loss: 0.0312397 | val_loss: 0.0312438 | Time: 2513.93 ms [2021-01-21 05:03:07 main:574] : INFO : Epoch 1934 | loss: 0.0312389 | val_loss: 0.0312413 | Time: 2565.78 ms [2021-01-21 05:03:10 main:574] : INFO : Epoch 1935 | loss: 0.0312382 | val_loss: 0.0312439 | Time: 2463.03 ms [2021-01-21 05:03:12 main:574] : INFO : Epoch 1936 | loss: 0.0312387 | val_loss: 0.03124 | Time: 2508.64 ms [2021-01-21 05:03:15 main:574] : INFO : Epoch 1937 | loss: 0.0312389 | val_loss: 0.0312415 | Time: 2528.99 ms [2021-01-21 05:03:17 main:574] : INFO : Epoch 1938 | loss: 0.0312382 | val_loss: 0.0312401 | Time: 2417.17 ms [2021-01-21 05:03:20 main:574] : INFO : Epoch 1939 | loss: 0.0312377 | val_loss: 0.0312399 | Time: 2489.44 ms [2021-01-21 05:03:22 main:574] : INFO : Epoch 1940 | loss: 0.0312398 | val_loss: 0.0312415 | Time: 2486.36 ms [2021-01-21 05:03:25 main:574] : INFO : Epoch 1941 | loss: 0.0312403 | val_loss: 0.0312514 | Time: 2577.82 ms [2021-01-21 05:03:28 main:574] : INFO : Epoch 1942 | loss: 0.0312415 | val_loss: 0.0312417 | Time: 2537.86 ms [2021-01-21 05:03:30 main:574] : INFO : Epoch 1943 | loss: 0.0312393 | val_loss: 0.0312426 | Time: 2560.77 ms [2021-01-21 05:03:33 main:574] : INFO : Epoch 1944 | loss: 0.0312394 | val_loss: 0.0312401 | Time: 2639.41 ms [2021-01-21 05:03:36 main:574] : INFO : Epoch 1945 | loss: 0.0312379 | val_loss: 0.0312406 | Time: 2567.75 ms [2021-01-21 05:03:38 main:574] : INFO : Epoch 1946 | loss: 0.0312378 | val_loss: 0.0312399 | Time: 2576.63 ms [2021-01-21 05:03:41 main:574] : INFO : Epoch 1947 | loss: 0.0312376 | val_loss: 0.0312397 | Time: 2640.77 ms [2021-01-21 05:03:44 main:574] : INFO : Epoch 1948 | loss: 0.0312378 | val_loss: 0.0312399 | Time: 2611 ms [2021-01-21 05:03:46 main:574] : INFO : Epoch 1949 | loss: 0.0312374 | val_loss: 0.0312403 | Time: 2623.97 ms [2021-01-21 05:03:49 main:574] : INFO : Epoch 1950 | loss: 0.0312381 | val_loss: 0.0312412 | Time: 2560.99 ms [2021-01-21 05:03:52 main:574] : INFO : Epoch 1951 | loss: 0.0312377 | val_loss: 0.0312411 | Time: 2581.67 ms [2021-01-21 05:03:54 main:574] : INFO : Epoch 1952 | loss: 0.0312375 | val_loss: 0.0312396 | Time: 2551.13 ms [2021-01-21 05:03:57 main:574] : INFO : Epoch 1953 | loss: 0.0312386 | val_loss: 0.0312431 | Time: 2516.32 ms [2021-01-21 05:04:00 main:574] : INFO : Epoch 1954 | loss: 0.0312387 | val_loss: 0.0312404 | Time: 2753.87 ms [2021-01-21 05:04:03 main:574] : INFO : Epoch 1955 | loss: 0.0312381 | val_loss: 0.0312402 | Time: 2816.41 ms [2021-01-21 05:04:05 main:574] : INFO : Epoch 1956 | loss: 0.0312373 | val_loss: 0.0312408 | Time: 2562.17 ms [2021-01-21 05:04:08 main:574] : INFO : Epoch 1957 | loss: 0.0312376 | val_loss: 0.0312406 | Time: 2617.66 ms [2021-01-21 05:04:10 main:574] : INFO : Epoch 1958 | loss: 0.0312382 | val_loss: 0.0312406 | Time: 2609.09 ms [2021-01-21 05:04:13 main:574] : INFO : Epoch 1959 | loss: 0.0312389 | val_loss: 0.03124 | Time: 2636.75 ms [2021-01-21 05:04:16 main:574] : INFO : Epoch 1960 | loss: 0.0312391 | val_loss: 0.03124 | Time: 2559.49 ms [2021-01-21 05:04:18 main:574] : INFO : Epoch 1961 | loss: 0.0312378 | val_loss: 0.0312413 | Time: 2632.88 ms [2021-01-21 05:04:21 main:574] : INFO : Epoch 1962 | loss: 0.0312383 | val_loss: 0.0312402 | Time: 2552.41 ms [2021-01-21 05:04:24 main:574] : INFO : Epoch 1963 | loss: 0.0312378 | val_loss: 0.0312406 | Time: 2583.09 ms [2021-01-21 05:04:27 main:574] : INFO : Epoch 1964 | loss: 0.0312374 | val_loss: 0.0312401 | Time: 2764.96 ms [2021-01-21 05:04:29 main:574] : INFO : Epoch 1965 | loss: 0.0312374 | val_loss: 0.0312424 | Time: 2580.42 ms [2021-01-21 05:04:32 main:574] : INFO : Epoch 1966 | loss: 0.0312377 | val_loss: 0.0312407 | Time: 2558.46 ms [2021-01-21 05:04:34 main:574] : INFO : Epoch 1967 | loss: 0.0312375 | val_loss: 0.0312415 | Time: 2503.78 ms [2021-01-21 05:04:37 main:574] : INFO : Epoch 1968 | loss: 0.0312374 | val_loss: 0.0312402 | Time: 2512.39 ms [2021-01-21 05:04:39 main:574] : INFO : Epoch 1969 | loss: 0.0312375 | val_loss: 0.0312412 | Time: 2512.9 ms [2021-01-21 05:04:42 main:574] : INFO : Epoch 1970 | loss: 0.0312371 | val_loss: 0.0312418 | Time: 2525.33 ms [2021-01-21 05:04:45 main:574] : INFO : Epoch 1971 | loss: 0.0312373 | val_loss: 0.0312402 | Time: 2621.07 ms [2021-01-21 05:04:47 main:574] : INFO : Epoch 1972 | loss: 0.0312378 | val_loss: 0.0312401 | Time: 2634 ms [2021-01-21 05:04:50 main:574] : INFO : Epoch 1973 | loss: 0.031237 | val_loss: 0.0312403 | Time: 2489.46 ms [2021-01-21 05:04:52 main:574] : INFO : Epoch 1974 | loss: 0.0312371 | val_loss: 0.0312401 | Time: 2430.39 ms [2021-01-21 05:04:55 main:574] : INFO : Epoch 1975 | loss: 0.0312373 | val_loss: 0.0312401 | Time: 2546.58 ms [2021-01-21 05:04:58 main:574] : INFO : Epoch 1976 | loss: 0.0312373 | val_loss: 0.0312402 | Time: 2543.4 ms [2021-01-21 05:05:00 main:574] : INFO : Epoch 1977 | loss: 0.0312379 | val_loss: 0.0312438 | Time: 2492.16 ms [2021-01-21 05:05:03 main:574] : INFO : Epoch 1978 | loss: 0.0312378 | val_loss: 0.0312406 | Time: 2617.77 ms [2021-01-21 05:05:05 main:574] : INFO : Epoch 1979 | loss: 0.0312377 | val_loss: 0.0312402 | Time: 2532.45 ms [2021-01-21 05:05:08 main:574] : INFO : Epoch 1980 | loss: 0.0312376 | val_loss: 0.0312407 | Time: 2542.96 ms [2021-01-21 05:05:11 main:574] : INFO : Epoch 1981 | loss: 0.0312376 | val_loss: 0.0312403 | Time: 2596.24 ms [2021-01-21 05:05:13 main:574] : INFO : Epoch 1982 | loss: 0.0312381 | val_loss: 0.0312401 | Time: 2543.64 ms [2021-01-21 05:05:16 main:574] : INFO : Epoch 1983 | loss: 0.0312378 | val_loss: 0.0312403 | Time: 2748.08 ms [2021-01-21 05:05:19 main:574] : INFO : Epoch 1984 | loss: 0.0312441 | val_loss: 0.0312542 | Time: 2536.65 ms [2021-01-21 05:05:21 main:574] : INFO : Epoch 1985 | loss: 0.0312598 | val_loss: 0.0313012 | Time: 2652.58 ms [2021-01-21 05:05:24 main:574] : INFO : Epoch 1986 | loss: 0.0332267 | val_loss: 0.0323831 | Time: 2667.45 ms [2021-01-21 05:05:27 main:574] : INFO : Epoch 1987 | loss: 0.0372757 | val_loss: 0.0314475 | Time: 2601.07 ms [2021-01-21 05:05:29 main:574] : INFO : Epoch 1988 | loss: 0.0325368 | val_loss: 0.0314697 | Time: 2533.17 ms [2021-01-21 05:05:32 main:574] : INFO : Epoch 1989 | loss: 0.0314575 | val_loss: 0.0313107 | Time: 2531.57 ms [2021-01-21 05:05:35 main:574] : INFO : Epoch 1990 | loss: 0.0312822 | val_loss: 0.0312617 | Time: 2588.54 ms [2021-01-21 05:05:37 main:574] : INFO : Epoch 1991 | loss: 0.0312563 | val_loss: 0.0312516 | Time: 2616.44 ms [2021-01-21 05:05:40 main:574] : INFO : Epoch 1992 | loss: 0.03125 | val_loss: 0.0312487 | Time: 2563.08 ms [2021-01-21 05:05:42 main:574] : INFO : Epoch 1993 | loss: 0.0312468 | val_loss: 0.0312464 | Time: 2501.43 ms [2021-01-21 05:05:45 main:574] : INFO : Epoch 1994 | loss: 0.0312452 | val_loss: 0.0312455 | Time: 2514.88 ms [2021-01-21 05:05:48 main:574] : INFO : Epoch 1995 | loss: 0.0312449 | val_loss: 0.0312444 | Time: 2636.76 ms [2021-01-21 05:05:50 main:574] : INFO : Epoch 1996 | loss: 0.031244 | val_loss: 0.0312447 | Time: 2588.18 ms [2021-01-21 05:05:53 main:574] : INFO : Epoch 1997 | loss: 0.0312431 | val_loss: 0.0312431 | Time: 2505.66 ms [2021-01-21 05:05:56 main:574] : INFO : Epoch 1998 | loss: 0.0312417 | val_loss: 0.0312425 | Time: 2635.43 ms [2021-01-21 05:05:58 main:574] : INFO : Epoch 1999 | loss: 0.0312406 | val_loss: 0.0312435 | Time: 2542.91 ms [2021-01-21 05:06:01 main:574] : INFO : Epoch 2000 | loss: 0.0312407 | val_loss: 0.0312416 | Time: 2561.91 ms [2021-01-21 05:06:04 main:574] : INFO : Epoch 2001 | loss: 0.0312401 | val_loss: 0.031241 | Time: 2491.53 ms [2021-01-21 05:06:06 main:574] : INFO : Epoch 2002 | loss: 0.0312402 | val_loss: 0.0312412 | Time: 2558.49 ms [2021-01-21 05:06:09 main:574] : INFO : Epoch 2003 | loss: 0.0312395 | val_loss: 0.0312408 | Time: 2602.83 ms [2021-01-21 05:06:11 main:574] : INFO : Epoch 2004 | loss: 0.0312392 | val_loss: 0.031241 | Time: 2501.26 ms [2021-01-21 05:06:14 main:574] : INFO : Epoch 2005 | loss: 0.0312392 | val_loss: 0.0312402 | Time: 2510.99 ms [2021-01-21 05:06:17 main:574] : INFO : Epoch 2006 | loss: 0.0312388 | val_loss: 0.0312412 | Time: 2514.03 ms [2021-01-21 05:06:19 main:574] : INFO : Epoch 2007 | loss: 0.0312387 | val_loss: 0.0312402 | Time: 2516.09 ms [2021-01-21 05:06:22 main:574] : INFO : Epoch 2008 | loss: 0.031239 | val_loss: 0.0312397 | Time: 2599.13 ms [2021-01-21 05:06:24 main:574] : INFO : Epoch 2009 | loss: 0.0312384 | val_loss: 0.0312397 | Time: 2620.29 ms [2021-01-21 05:06:27 main:574] : INFO : Epoch 2010 | loss: 0.0312391 | val_loss: 0.0312424 | Time: 2495.01 ms [2021-01-21 05:06:30 main:574] : INFO : Epoch 2011 | loss: 0.0312388 | val_loss: 0.0312402 | Time: 2600.84 ms [2021-01-21 05:06:32 main:574] : INFO : Epoch 2012 | loss: 0.0312387 | val_loss: 0.03124 | Time: 2677.64 ms [2021-01-21 05:06:35 main:574] : INFO : Epoch 2013 | loss: 0.0312381 | val_loss: 0.0312404 | Time: 2539.23 ms [2021-01-21 05:06:38 main:574] : INFO : Epoch 2014 | loss: 0.0312385 | val_loss: 0.0312427 | Time: 2578.65 ms [2021-01-21 05:06:40 main:574] : INFO : Epoch 2015 | loss: 0.031239 | val_loss: 0.0312403 | Time: 2573.21 ms [2021-01-21 05:06:43 main:574] : INFO : Epoch 2016 | loss: 0.0312382 | val_loss: 0.0312396 | Time: 2587.31 ms [2021-01-21 05:06:46 main:574] : INFO : Epoch 2017 | loss: 0.031238 | val_loss: 0.03124 | Time: 2580.53 ms [2021-01-21 05:06:48 main:574] : INFO : Epoch 2018 | loss: 0.0312383 | val_loss: 0.0312406 | Time: 2648.53 ms [2021-01-21 05:06:51 main:574] : INFO : Epoch 2019 | loss: 0.0312393 | val_loss: 0.0312405 | Time: 2518.61 ms [2021-01-21 05:06:53 main:574] : INFO : Epoch 2020 | loss: 0.0312378 | val_loss: 0.0312403 | Time: 2448.04 ms [2021-01-21 05:06:56 main:574] : INFO : Epoch 2021 | loss: 0.0312378 | val_loss: 0.0312396 | Time: 2725.88 ms [2021-01-21 05:06:59 main:574] : INFO : Epoch 2022 | loss: 0.0312376 | val_loss: 0.0312403 | Time: 2578.28 ms [2021-01-21 05:07:01 main:574] : INFO : Epoch 2023 | loss: 0.0312385 | val_loss: 0.0312401 | Time: 2448.39 ms [2021-01-21 05:07:04 main:574] : INFO : Epoch 2024 | loss: 0.0312382 | val_loss: 0.0312405 | Time: 2610.68 ms [2021-01-21 05:07:07 main:574] : INFO : Epoch 2025 | loss: 0.0312378 | val_loss: 0.0312404 | Time: 2519.7 ms [2021-01-21 05:07:09 main:574] : INFO : Epoch 2026 | loss: 0.0312387 | val_loss: 0.03124 | Time: 2570.5 ms [2021-01-21 05:07:12 main:574] : INFO : Epoch 2027 | loss: 0.0312379 | val_loss: 0.03124 | Time: 2603.68 ms [2021-01-21 05:07:14 main:574] : INFO : Epoch 2028 | loss: 0.0312374 | val_loss: 0.0312412 | Time: 2463.6 ms [2021-01-21 05:07:17 main:574] : INFO : Epoch 2029 | loss: 0.0312376 | val_loss: 0.0312397 | Time: 2561.06 ms [2021-01-21 05:07:20 main:574] : INFO : Epoch 2030 | loss: 0.0312372 | val_loss: 0.0312402 | Time: 2630.71 ms [2021-01-21 05:07:23 main:574] : INFO : Epoch 2031 | loss: 0.0312377 | val_loss: 0.0312406 | Time: 2522.35 ms [2021-01-21 05:07:25 main:574] : INFO : Epoch 2032 | loss: 0.0312381 | val_loss: 0.0312404 | Time: 2594.88 ms [2021-01-21 05:07:28 main:574] : INFO : Epoch 2033 | loss: 0.0312376 | val_loss: 0.03124 | Time: 2606.1 ms [2021-01-21 05:07:31 main:574] : INFO : Epoch 2034 | loss: 0.0312376 | val_loss: 0.0312399 | Time: 2542.32 ms [2021-01-21 05:07:33 main:574] : INFO : Epoch 2035 | loss: 0.0312375 | val_loss: 0.0312399 | Time: 2637.64 ms [2021-01-21 05:07:36 main:574] : INFO : Epoch 2036 | loss: 0.0312376 | val_loss: 0.0312411 | Time: 2668.2 ms [2021-01-21 05:07:39 main:574] : INFO : Epoch 2037 | loss: 0.0312377 | val_loss: 0.0312402 | Time: 2577.61 ms [2021-01-21 05:07:41 main:574] : INFO : Epoch 2038 | loss: 0.031238 | val_loss: 0.0312404 | Time: 2588.87 ms [2021-01-21 05:07:44 main:574] : INFO : Epoch 2039 | loss: 0.0312378 | val_loss: 0.0312399 | Time: 2553.26 ms [2021-01-21 05:07:46 main:574] : INFO : Epoch 2040 | loss: 0.0312375 | val_loss: 0.0312398 | Time: 2493.6 ms [2021-01-21 05:07:49 main:574] : INFO : Epoch 2041 | loss: 0.0312371 | val_loss: 0.0312398 | Time: 2517.17 ms [2021-01-21 05:07:52 main:574] : INFO : Epoch 2042 | loss: 0.0312372 | val_loss: 0.0312398 | Time: 2545.16 ms [2021-01-21 05:07:54 main:574] : INFO : Epoch 2043 | loss: 0.0312374 | val_loss: 0.03124 | Time: 2559.95 ms [2021-01-21 05:07:57 main:574] : INFO : Epoch 2044 | loss: 0.0312382 | val_loss: 0.03124 | Time: 2572.95 ms [2021-01-21 05:08:00 main:574] : INFO : Epoch 2045 | loss: 0.0312384 | val_loss: 0.0312401 | Time: 2691.58 ms [2021-01-21 05:08:02 main:574] : INFO : Epoch 2046 | loss: 0.0312379 | val_loss: 0.0312416 | Time: 2641.29 ms [2021-01-21 05:08:05 main:574] : INFO : Epoch 2047 | loss: 0.0312376 | val_loss: 0.03124 | Time: 2288.1 ms [2021-01-21 05:08:07 main:574] : INFO : Epoch 2048 | loss: 0.0312376 | val_loss: 0.0312396 | Time: 2508 ms [2021-01-21 05:08:07 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312396 [2021-01-21 05:08:07 main:603] : INFO : Saving end state to config to file [2021-01-21 05:08:07 main:608] : INFO : Success, exiting.. 05:08:07 (3328): 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)