Task 11193344
| Name | ParityModified-1639954621-17614-2-0_0 |
| Workunit | 8468066 |
| Created | 31 Jan 2022, 6:29:55 UTC |
| Sent | 16 Feb 2022, 8:01:00 UTC |
| Report deadline | 24 Feb 2022, 8:01:00 UTC |
| Received | 16 Feb 2022, 10:42:58 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5174 |
| Run time | 1 hours 39 min 57 sec |
| CPU time | 1 hours 35 min 9 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,141.34 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.60 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 0:17:07 main:574] : INFO : Epoch 1542 | loss: 0.0312009 | val_loss: 0.0312042 | Time: 2961.47 ms [2022-02-16 10:17:10 main:574] : INFO : Epoch 1543 | loss: 0.0312005 | val_loss: 0.0312038 | Time: 2922.88 ms [2022-02-16 10:17:13 main:574] : INFO : Epoch 1544 | loss: 0.0312013 | val_loss: 0.031207 | Time: 2935.92 ms [2022-02-16 10:17:16 main:574] : INFO : Epoch 1545 | loss: 0.0312032 | val_loss: 0.0312069 | Time: 2942.17 ms [2022-02-16 10:17:19 main:574] : INFO : Epoch 1546 | loss: 0.0312036 | val_loss: 0.0312071 | Time: 2988.06 ms [2022-02-16 10:17:22 main:574] : INFO : Epoch 1547 | loss: 0.0312026 | val_loss: 0.0312052 | Time: 2941.73 ms [2022-02-16 10:17:25 main:574] : INFO : Epoch 1548 | loss: 0.0312025 | val_loss: 0.0312054 | Time: 3004.88 ms [2022-02-16 10:17:28 main:574] : INFO : Epoch 1549 | loss: 0.0312066 | val_loss: 0.031208 | Time: 2959.17 ms [2022-02-16 10:17:30 main:574] : INFO : Epoch 1550 | loss: 0.0312061 | val_loss: 0.0312121 | Time: 2921.12 ms [2022-02-16 10:17:33 main:574] : INFO : Epoch 1551 | loss: 0.0312037 | val_loss: 0.0312059 | Time: 2948.12 ms [2022-02-16 10:17:36 main:574] : INFO : Epoch 1552 | loss: 0.0312021 | val_loss: 0.0312049 | Time: 3041.98 ms [2022-02-16 10:17:39 main:574] : INFO : Epoch 1553 | loss: 0.0312027 | val_loss: 0.0312051 | Time: 3006.82 ms [2022-02-16 10:17:42 main:574] : INFO : Epoch 1554 | loss: 0.0312042 | val_loss: 0.0312051 | Time: 2988.01 ms [2022-02-16 10:17:45 main:574] : INFO : Epoch 1555 | loss: 0.0312034 | val_loss: 0.0312074 | Time: 2949.9 ms [2022-02-16 10:17:48 main:574] : INFO : Epoch 1556 | loss: 0.0312042 | val_loss: 0.0312077 | Time: 2938.69 ms [2022-02-16 10:17:51 main:574] : INFO : Epoch 1557 | loss: 0.0312037 | val_loss: 0.0312074 | Time: 2891.25 ms [2022-02-16 10:17:55 main:574] : INFO : Epoch 1558 | loss: 0.0312043 | val_loss: 0.0312072 | Time: 3427.85 ms [2022-02-16 10:17:58 main:574] : INFO : Epoch 1559 | loss: 0.0312045 | val_loss: 0.0312072 | Time: 2991.3 ms [2022-02-16 10:18:01 main:574] : INFO : Epoch 1560 | loss: 0.0312038 | val_loss: 0.0312072 | Time: 2949.31 ms [2022-02-16 10:18:04 main:574] : INFO : Epoch 1561 | loss: 0.0312043 | val_loss: 0.0312153 | Time: 2939.89 ms [2022-02-16 10:18:06 main:574] : INFO : Epoch 1562 | loss: 0.0312052 | val_loss: 0.0312089 | Time: 2920.67 ms [2022-02-16 10:18:09 main:574] : INFO : Epoch 1563 | loss: 0.0312032 | val_loss: 0.0312071 | Time: 2990.65 ms [2022-02-16 10:18:12 main:574] : INFO : Epoch 1564 | loss: 0.0312031 | val_loss: 0.0312073 | Time: 2926.95 ms [2022-02-16 10:18:15 main:574] : INFO : Epoch 1565 | loss: 0.0312024 | val_loss: 0.0312103 | Time: 3003.79 ms [2022-02-16 10:18:18 main:574] : INFO : Epoch 1566 | loss: 0.0312034 | val_loss: 0.0312078 | Time: 3002.22 ms [2022-02-16 10:18:21 main:574] : INFO : Epoch 1567 | loss: 0.0312032 | val_loss: 0.0312107 | Time: 2990.33 ms [2022-02-16 10:18:24 main:574] : INFO : Epoch 1568 | loss: 0.0312049 | val_loss: 0.0312124 | Time: 2915.32 ms [2022-02-16 10:18:27 main:574] : INFO : Epoch 1569 | loss: 0.0312038 | val_loss: 0.0312123 | Time: 2988.98 ms [2022-02-16 10:18:30 main:574] : INFO : Epoch 1570 | loss: 0.0312037 | val_loss: 0.0312095 | Time: 2953.09 ms [2022-02-16 10:18:33 main:574] : INFO : Epoch 1571 | loss: 0.0312044 | val_loss: 0.0312139 | Time: 2965.33 ms [2022-02-16 10:18:36 main:574] : INFO : Epoch 1572 | loss: 0.0312043 | val_loss: 0.0312075 | Time: 2885.91 ms [2022-02-16 10:18:39 main:574] : INFO : Epoch 1573 | loss: 0.0312036 | val_loss: 0.0312074 | Time: 2928.1 ms [2022-02-16 10:18:42 main:574] : INFO : Epoch 1574 | loss: 0.0312031 | val_loss: 0.0312081 | Time: 2957.28 ms [2022-02-16 10:18:45 main:574] : INFO : Epoch 1575 | loss: 0.0312051 | val_loss: 0.031213 | Time: 2993.36 ms [2022-02-16 10:18:48 main:574] : INFO : Epoch 1576 | loss: 0.0312056 | val_loss: 0.0312123 | Time: 2933.24 ms [2022-02-16 10:18:51 main:574] : INFO : Epoch 1577 | loss: 0.0312074 | val_loss: 0.031208 | Time: 2935.86 ms [2022-02-16 10:18:54 main:574] : INFO : Epoch 1578 | loss: 0.0312044 | val_loss: 0.0312089 | Time: 2977.35 ms [2022-02-16 10:18:57 main:574] : INFO : Epoch 1579 | loss: 0.0312022 | val_loss: 0.0312059 | Time: 2926.73 ms [2022-02-16 10:19:00 main:574] : INFO : Epoch 1580 | loss: 0.0312022 | val_loss: 0.0312065 | Time: 2965.44 ms [2022-02-16 10:19:03 main:574] : INFO : Epoch 1581 | loss: 0.0312025 | val_loss: 0.0312065 | Time: 2963.94 ms [2022-02-16 10:19:06 main:574] : INFO : Epoch 1582 | loss: 0.0312025 | val_loss: 0.0312125 | Time: 2938.9 ms [2022-02-16 10:19:09 main:574] : INFO : Epoch 1583 | loss: 0.0312016 | val_loss: 0.0312068 | Time: 3010.69 ms [2022-02-16 10:19:12 main:574] : INFO : Epoch 1584 | loss: 0.0312013 | val_loss: 0.0312099 | Time: 2999.64 ms [2022-02-16 10:19:15 main:574] : INFO : Epoch 1585 | loss: 0.0312041 | val_loss: 0.0312068 | Time: 2903.4 ms [2022-02-16 10:19:18 main:574] : INFO : Epoch 1586 | loss: 0.031201 | val_loss: 0.031205 | Time: 2920.19 ms [2022-02-16 10:19:21 main:574] : INFO : Epoch 1587 | loss: 0.0312007 | val_loss: 0.0312072 | Time: 2984.83 ms [2022-02-16 10:19:24 main:574] : INFO : Epoch 1588 | loss: 0.0312042 | val_loss: 0.0312102 | Time: 2978.75 ms [2022-02-16 10:19:27 main:574] : INFO : Epoch 1589 | loss: 0.0312046 | val_loss: 0.0312104 | Time: 2936.98 ms [2022-02-16 10:19:30 main:574] : INFO : Epoch 1590 | loss: 0.0312058 | val_loss: 0.0312083 | Time: 3003.34 ms [2022-02-16 10:19:33 main:574] : INFO : Epoch 1591 | loss: 0.031205 | val_loss: 0.0312099 | Time: 2992.81 ms [2022-02-16 10:19:35 main:574] : INFO : Epoch 1592 | loss: 0.0312078 | val_loss: 0.0312101 | Time: 2968.49 ms [2022-02-16 10:19:38 main:574] : INFO : Epoch 1593 | loss: 0.0312073 | val_loss: 0.03121 | Time: 2978.86 ms [2022-02-16 10:19:41 main:574] : INFO : Epoch 1594 | loss: 0.0312066 | val_loss: 0.0312101 | Time: 2916.14 ms [2022-02-16 10:19:44 main:574] : INFO : Epoch 1595 | loss: 0.0312051 | val_loss: 0.0312103 | Time: 2915.08 ms [2022-02-16 10:19:47 main:574] : INFO : Epoch 1596 | loss: 0.0312032 | val_loss: 0.0312098 | Time: 2992.2 ms [2022-02-16 10:19:50 main:574] : INFO : Epoch 1597 | loss: 0.0312021 | val_loss: 0.031207 | Time: 2980.93 ms [2022-02-16 10:19:53 main:574] : INFO : Epoch 1598 | loss: 0.0312042 | val_loss: 0.0312111 | Time: 2980.54 ms [2022-02-16 10:19:56 main:574] : INFO : Epoch 1599 | loss: 0.031208 | val_loss: 0.0312092 | Time: 2952.42 ms [2022-02-16 10:19:59 main:574] : INFO : Epoch 1600 | loss: 0.0312084 | val_loss: 0.0312085 | Time: 3004.85 ms [2022-02-16 10:20:02 main:574] : INFO : Epoch 1601 | loss: 0.0312052 | val_loss: 0.031212 | Time: 2996.1 ms [2022-02-16 10:20:05 main:574] : INFO : Epoch 1602 | loss: 0.0312043 | val_loss: 0.031207 | Time: 2908.91 ms [2022-02-16 10:20:08 main:574] : INFO : Epoch 1603 | loss: 0.0312039 | val_loss: 0.0312071 | Time: 2988.11 ms [2022-02-16 10:20:11 main:574] : INFO : Epoch 1604 | loss: 0.031203 | val_loss: 0.031209 | Time: 3054.94 ms [2022-02-16 10:20:14 main:574] : INFO : Epoch 1605 | loss: 0.0312043 | val_loss: 0.0312077 | Time: 3005.62 ms [2022-02-16 10:20:17 main:574] : INFO : Epoch 1606 | loss: 0.0312024 | val_loss: 0.0312112 | Time: 2919.82 ms [2022-02-16 10:20:20 main:574] : INFO : Epoch 1607 | loss: 0.0312028 | val_loss: 0.031206 | Time: 2963.23 ms [2022-02-16 10:20:23 main:574] : INFO : Epoch 1608 | loss: 0.0312041 | val_loss: 0.0312087 | Time: 2982.18 ms [2022-02-16 10:20:26 main:574] : INFO : Epoch 1609 | loss: 0.0312035 | val_loss: 0.0312075 | Time: 2954.67 ms [2022-02-16 10:20:29 main:574] : INFO : Epoch 1610 | loss: 0.0312036 | val_loss: 0.0312083 | Time: 2966.11 ms [2022-02-16 10:20:32 main:574] : INFO : Epoch 1611 | loss: 0.0312018 | val_loss: 0.031208 | Time: 2974.41 ms [2022-02-16 10:20:35 main:574] : INFO : Epoch 1612 | loss: 0.0312023 | val_loss: 0.0312072 | Time: 2957.71 ms [2022-02-16 10:20:38 main:574] : INFO : Epoch 1613 | loss: 0.0312018 | val_loss: 0.0312063 | Time: 2979.98 ms [2022-02-16 10:20:41 main:574] : INFO : Epoch 1614 | loss: 0.0312031 | val_loss: 0.0312072 | Time: 2929.6 ms [2022-02-16 10:20:44 main:574] : INFO : Epoch 1615 | loss: 0.0312017 | val_loss: 0.0312063 | Time: 2970.78 ms [2022-02-16 10:20:47 main:574] : INFO : Epoch 1616 | loss: 0.0312011 | val_loss: 0.0312057 | Time: 2999.86 ms [2022-02-16 10:20:50 main:574] : INFO : Epoch 1617 | loss: 0.0312023 | val_loss: 0.031209 | Time: 2880.82 ms [2022-02-16 10:20:53 main:574] : INFO : Epoch 1618 | loss: 0.0312025 | val_loss: 0.0312078 | Time: 2963.67 ms [2022-02-16 10:20:56 main:574] : INFO : Epoch 1619 | loss: 0.0312022 | val_loss: 0.0312091 | Time: 2942.25 ms [2022-02-16 10:20:59 main:574] : INFO : Epoch 1620 | loss: 0.0312023 | val_loss: 0.0312062 | Time: 2948.33 ms [2022-02-16 10:21:02 main:574] : INFO : Epoch 1621 | loss: 0.0312023 | val_loss: 0.0312065 | Time: 3027.18 ms [2022-02-16 10:21:05 main:574] : INFO : Epoch 1622 | loss: 0.0312062 | val_loss: 0.0312082 | Time: 2948.19 ms [2022-02-16 10:21:08 main:574] : INFO : Epoch 1623 | loss: 0.0312048 | val_loss: 0.0312069 | Time: 2949.78 ms [2022-02-16 10:21:11 main:574] : INFO : Epoch 1624 | loss: 0.0312044 | val_loss: 0.0312068 | Time: 2967.41 ms [2022-02-16 10:21:14 main:574] : INFO : Epoch 1625 | loss: 0.031205 | val_loss: 0.0312049 | Time: 2916.39 ms [2022-02-16 10:21:16 main:574] : INFO : Epoch 1626 | loss: 0.03121 | val_loss: 0.03121 | Time: 2906.93 ms [2022-02-16 10:21:19 main:574] : INFO : Epoch 1627 | loss: 0.0312049 | val_loss: 0.0312087 | Time: 2956.86 ms [2022-02-16 10:21:22 main:574] : INFO : Epoch 1628 | loss: 0.0312043 | val_loss: 0.0312078 | Time: 2913.79 ms [2022-02-16 10:21:25 main:574] : INFO : Epoch 1629 | loss: 0.031203 | val_loss: 0.0312064 | Time: 2935.38 ms [2022-02-16 10:21:28 main:574] : INFO : Epoch 1630 | loss: 0.0312023 | val_loss: 0.0312049 | Time: 3017.23 ms [2022-02-16 10:21:31 main:574] : INFO : Epoch 1631 | loss: 0.031203 | val_loss: 0.0312078 | Time: 2939.77 ms [2022-02-16 10:21:34 main:574] : INFO : Epoch 1632 | loss: 0.0312027 | val_loss: 0.0312083 | Time: 2975.41 ms [2022-02-16 10:21:37 main:574] : INFO : Epoch 1633 | loss: 0.0312051 | val_loss: 0.0312124 | Time: 2990 ms [2022-02-16 10:21:40 main:574] : INFO : Epoch 1634 | loss: 0.0312046 | val_loss: 0.0312073 | Time: 2983.16 ms [2022-02-16 10:21:43 main:574] : INFO : Epoch 1635 | loss: 0.0312033 | val_loss: 0.0312058 | Time: 2945.46 ms [2022-02-16 10:21:46 main:574] : INFO : Epoch 1636 | loss: 0.0312025 | val_loss: 0.031207 | Time: 2970.38 ms [2022-02-16 10:21:49 main:574] : INFO : Epoch 1637 | loss: 0.0312013 | val_loss: 0.0312086 | Time: 2947.65 ms [2022-02-16 10:21:52 main:574] : INFO : Epoch 1638 | loss: 0.0312022 | val_loss: 0.0312066 | Time: 2949.77 ms [2022-02-16 10:21:55 main:574] : INFO : Epoch 1639 | loss: 0.0312014 | val_loss: 0.0312058 | Time: 2879.37 ms [2022-02-16 10:21:58 main:574] : INFO : Epoch 1640 | loss: 0.0312021 | val_loss: 0.0312076 | Time: 2932.54 ms [2022-02-16 10:22:01 main:574] : INFO : Epoch 1641 | loss: 0.031202 | val_loss: 0.0312075 | Time: 2955.61 ms [2022-02-16 10:22:04 main:574] : INFO : Epoch 1642 | loss: 0.0312027 | val_loss: 0.0312068 | Time: 2986.28 ms [2022-02-16 10:22:07 main:574] : INFO : Epoch 1643 | loss: 0.0312023 | val_loss: 0.031208 | Time: 2979.67 ms [2022-02-16 10:22:10 main:574] : INFO : Epoch 1644 | loss: 0.0312021 | val_loss: 0.0312079 | Time: 2984.89 ms [2022-02-16 10:22:13 main:574] : INFO : Epoch 1645 | loss: 0.0312044 | val_loss: 0.0312068 | Time: 2975.02 ms [2022-02-16 10:22:16 main:574] : INFO : Epoch 1646 | loss: 0.0312017 | val_loss: 0.03121 | Time: 2963.65 ms [2022-02-16 10:22:19 main:574] : INFO : Epoch 1647 | loss: 0.0312024 | val_loss: 0.0312089 | Time: 2942.94 ms [2022-02-16 10:22:22 main:574] : INFO : Epoch 1648 | loss: 0.0312029 | val_loss: 0.0312065 | Time: 2953.99 ms [2022-02-16 10:22:25 main:574] : INFO : Epoch 1649 | loss: 0.0312022 | val_loss: 0.0312069 | Time: 2964.29 ms [2022-02-16 10:22:28 main:574] : INFO : Epoch 1650 | loss: 0.0312017 | val_loss: 0.0312063 | Time: 2999.15 ms [2022-02-16 10:22:31 main:574] : INFO : Epoch 1651 | loss: 0.0312012 | val_loss: 0.0312066 | Time: 2945.61 ms [2022-02-16 10:22:34 main:574] : INFO : Epoch 1652 | loss: 0.0312023 | val_loss: 0.0312067 | Time: 2953.23 ms [2022-02-16 10:22:37 main:574] : INFO : Epoch 1653 | loss: 0.0312022 | val_loss: 0.0312063 | Time: 3044.85 ms [2022-02-16 10:22:40 main:574] : INFO : Epoch 1654 | loss: 0.031202 | val_loss: 0.0312066 | Time: 2978.85 ms [2022-02-16 10:22:43 main:574] : INFO : Epoch 1655 | loss: 0.0312014 | val_loss: 0.0312077 | Time: 2997.08 ms [2022-02-16 10:22:46 main:574] : INFO : Epoch 1656 | loss: 0.0312021 | val_loss: 0.0312081 | Time: 2959.74 ms [2022-02-16 10:22:49 main:574] : INFO : Epoch 1657 | loss: 0.0312046 | val_loss: 0.0312111 | Time: 2990.93 ms [2022-02-16 10:22:51 main:574] : INFO : Epoch 1658 | loss: 0.031205 | val_loss: 0.0312083 | Time: 2933.97 ms [2022-02-16 10:22:55 main:574] : INFO : Epoch 1659 | loss: 0.0312039 | val_loss: 0.0312079 | Time: 3263.64 ms [2022-02-16 10:22:58 main:574] : INFO : Epoch 1660 | loss: 0.0312039 | val_loss: 0.0312102 | Time: 2984.09 ms [2022-02-16 10:23:01 main:574] : INFO : Epoch 1661 | loss: 0.0312063 | val_loss: 0.0312081 | Time: 2914.26 ms [2022-02-16 10:23:04 main:574] : INFO : Epoch 1662 | loss: 0.031203 | val_loss: 0.0312077 | Time: 2923.45 ms [2022-02-16 10:23:07 main:574] : INFO : Epoch 1663 | loss: 0.0312042 | val_loss: 0.0312068 | Time: 3001.37 ms [2022-02-16 10:23:10 main:574] : INFO : Epoch 1664 | loss: 0.0312072 | val_loss: 0.0312095 | Time: 2999.27 ms [2022-02-16 10:23:13 main:574] : INFO : Epoch 1665 | loss: 0.0312064 | val_loss: 0.0312076 | Time: 2956.68 ms [2022-02-16 10:23:16 main:574] : INFO : Epoch 1666 | loss: 0.0312024 | val_loss: 0.0312098 | Time: 2990.34 ms [2022-02-16 10:23:19 main:574] : INFO : Epoch 1667 | loss: 0.0312033 | val_loss: 0.0312077 | Time: 3016.5 ms [2022-02-16 10:23:22 main:574] : INFO : Epoch 1668 | loss: 0.0312041 | val_loss: 0.0312075 | Time: 2949.27 ms [2022-02-16 10:23:25 main:574] : INFO : Epoch 1669 | loss: 0.0312032 | val_loss: 0.0312064 | Time: 3003.63 ms [2022-02-16 10:23:28 main:574] : INFO : Epoch 1670 | loss: 0.0312022 | val_loss: 0.0312072 | Time: 2985.88 ms [2022-02-16 10:23:30 main:574] : INFO : Epoch 1671 | loss: 0.0312031 | val_loss: 0.0312115 | Time: 2939.75 ms [2022-02-16 10:23:33 main:574] : INFO : Epoch 1672 | loss: 0.0312059 | val_loss: 0.0312073 | Time: 2980.5 ms [2022-02-16 10:23:36 main:574] : INFO : Epoch 1673 | loss: 0.0312049 | val_loss: 0.0312091 | Time: 2995.47 ms [2022-02-16 10:23:39 main:574] : INFO : Epoch 1674 | loss: 0.0312068 | val_loss: 0.0312072 | Time: 2988.05 ms [2022-02-16 10:23:42 main:574] : INFO : Epoch 1675 | loss: 0.0312028 | val_loss: 0.0312059 | Time: 2966.13 ms [2022-02-16 10:23:45 main:574] : INFO : Epoch 1676 | loss: 0.0312028 | val_loss: 0.0312093 | Time: 2998.28 ms [2022-02-16 10:23:48 main:574] : INFO : Epoch 1677 | loss: 0.031203 | val_loss: 0.0312076 | Time: 2982.88 ms [2022-02-16 10:23:51 main:574] : INFO : Epoch 1678 | loss: 0.031202 | val_loss: 0.0312072 | Time: 2939.34 ms [2022-02-16 10:23:54 main:574] : INFO : Epoch 1679 | loss: 0.0312029 | val_loss: 0.0312074 | Time: 3001.77 ms [2022-02-16 10:23:57 main:574] : INFO : Epoch 1680 | loss: 0.0312027 | val_loss: 0.0312087 | Time: 2981.26 ms [2022-02-16 10:24:00 main:574] : INFO : Epoch 1681 | loss: 0.0312054 | val_loss: 0.0312121 | Time: 2948.18 ms [2022-02-16 10:24:03 main:574] : INFO : Epoch 1682 | loss: 0.0312064 | val_loss: 0.0312097 | Time: 2934.2 ms [2022-02-16 10:24:06 main:574] : INFO : Epoch 1683 | loss: 0.0312049 | val_loss: 0.0312093 | Time: 2887.99 ms [2022-02-16 10:24:09 main:574] : INFO : Epoch 1684 | loss: 0.0312048 | val_loss: 0.0312111 | Time: 2948.06 ms [2022-02-16 10:24:12 main:574] : INFO : Epoch 1685 | loss: 0.0312037 | val_loss: 0.0312083 | Time: 2974.46 ms [2022-02-16 10:24:15 main:574] : INFO : Epoch 1686 | loss: 0.0312043 | val_loss: 0.0312098 | Time: 2949.73 ms [2022-02-16 10:24:18 main:574] : INFO : Epoch 1687 | loss: 0.0312035 | val_loss: 0.0312084 | Time: 2990.59 ms [2022-02-16 10:24:21 main:574] : INFO : Epoch 1688 | loss: 0.0312032 | val_loss: 0.0312087 | Time: 2971.87 ms [2022-02-16 10:24:24 main:574] : INFO : Epoch 1689 | loss: 0.0312049 | val_loss: 0.0312094 | Time: 2950.08 ms [2022-02-16 10:24:27 main:574] : INFO : Epoch 1690 | loss: 0.0312049 | val_loss: 0.0312096 | Time: 2946.8 ms [2022-02-16 10:24:30 main:574] : INFO : Epoch 1691 | loss: 0.0312039 | val_loss: 0.0312081 | Time: 2973.24 ms [2022-02-16 10:24:33 main:574] : INFO : Epoch 1692 | loss: 0.0312054 | val_loss: 0.0312087 | Time: 2956.32 ms [2022-02-16 10:24:36 main:574] : INFO : Epoch 1693 | loss: 0.031205 | val_loss: 0.0312123 | Time: 3035.77 ms [2022-02-16 10:24:39 main:574] : INFO : Epoch 1694 | loss: 0.0312072 | val_loss: 0.0312126 | Time: 2990.08 ms [2022-02-16 10:24:42 main:574] : INFO : Epoch 1695 | loss: 0.0312069 | val_loss: 0.0312059 | Time: 2939.44 ms [2022-02-16 10:24:45 main:574] : INFO : Epoch 1696 | loss: 0.0312058 | val_loss: 0.0312062 | Time: 2932.58 ms [2022-02-16 10:24:48 main:574] : INFO : Epoch 1697 | loss: 0.0312029 | val_loss: 0.0312067 | Time: 2997.16 ms [2022-02-16 10:24:51 main:574] : INFO : Epoch 1698 | loss: 0.0312022 | val_loss: 0.031209 | Time: 2946.77 ms [2022-02-16 10:24:54 main:574] : INFO : Epoch 1699 | loss: 0.031204 | val_loss: 0.0312059 | Time: 2907 ms [2022-02-16 10:24:57 main:574] : INFO : Epoch 1700 | loss: 0.0312021 | val_loss: 0.0312089 | Time: 2915.9 ms [2022-02-16 10:25:00 main:574] : INFO : Epoch 1701 | loss: 0.0312027 | val_loss: 0.0312099 | Time: 2997.93 ms [2022-02-16 10:25:03 main:574] : INFO : Epoch 1702 | loss: 0.0312035 | val_loss: 0.031207 | Time: 2998.69 ms [2022-02-16 10:25:06 main:574] : INFO : Epoch 1703 | loss: 0.0312037 | val_loss: 0.0312084 | Time: 2959.29 ms [2022-02-16 10:25:08 main:574] : INFO : Epoch 1704 | loss: 0.0312037 | val_loss: 0.0312061 | Time: 2957.98 ms [2022-02-16 10:25:12 main:574] : INFO : Epoch 1705 | loss: 0.0312021 | val_loss: 0.0312111 | Time: 3040.7 ms [2022-02-16 10:25:14 main:574] : INFO : Epoch 1706 | loss: 0.0312039 | val_loss: 0.0312061 | Time: 2907.91 ms [2022-02-16 10:25:17 main:574] : INFO : Epoch 1707 | loss: 0.0312062 | val_loss: 0.0312146 | Time: 2941.18 ms [2022-02-16 10:25:20 main:574] : INFO : Epoch 1708 | loss: 0.0312054 | val_loss: 0.0312117 | Time: 2950.77 ms [2022-02-16 10:25:23 main:574] : INFO : Epoch 1709 | loss: 0.0312038 | val_loss: 0.0312057 | Time: 3022 ms [2022-02-16 10:25:26 main:574] : INFO : Epoch 1710 | loss: 0.0312014 | val_loss: 0.0312065 | Time: 3013.46 ms [2022-02-16 10:25:29 main:574] : INFO : Epoch 1711 | loss: 0.0312013 | val_loss: 0.0312054 | Time: 2964.73 ms [2022-02-16 10:25:32 main:574] : INFO : Epoch 1712 | loss: 0.0312018 | val_loss: 0.031206 | Time: 3010.62 ms [2022-02-16 10:25:35 main:574] : INFO : Epoch 1713 | loss: 0.0312016 | val_loss: 0.0312069 | Time: 2931.78 ms [2022-02-16 10:25:38 main:574] : INFO : Epoch 1714 | loss: 0.0312028 | val_loss: 0.0312085 | Time: 3057.06 ms [2022-02-16 10:25:41 main:574] : INFO : Epoch 1715 | loss: 0.0312019 | val_loss: 0.0312072 | Time: 2985.17 ms [2022-02-16 10:25:44 main:574] : INFO : Epoch 1716 | loss: 0.0312013 | val_loss: 0.0312074 | Time: 2919.84 ms [2022-02-16 10:25:47 main:574] : INFO : Epoch 1717 | loss: 0.0312011 | val_loss: 0.0312067 | Time: 2962.11 ms [2022-02-16 10:25:50 main:574] : INFO : Epoch 1718 | loss: 0.0312001 | val_loss: 0.0312061 | Time: 2936.16 ms [2022-02-16 10:25:53 main:574] : INFO : Epoch 1719 | loss: 0.0312014 | val_loss: 0.0312067 | Time: 3011.72 ms [2022-02-16 10:25:56 main:574] : INFO : Epoch 1720 | loss: 0.0312013 | val_loss: 0.0312073 | Time: 2961.24 ms [2022-02-16 10:25:59 main:574] : INFO : Epoch 1721 | loss: 0.0312013 | val_loss: 0.0312103 | Time: 2984.16 ms [2022-02-16 10:26:02 main:574] : INFO : Epoch 1722 | loss: 0.0312015 | val_loss: 0.0312069 | Time: 2985.67 ms [2022-02-16 10:26:05 main:574] : INFO : Epoch 1723 | loss: 0.0312042 | val_loss: 0.0312112 | Time: 2954.72 ms [2022-02-16 10:26:08 main:574] : INFO : Epoch 1724 | loss: 0.0312047 | val_loss: 0.0312079 | Time: 2950.73 ms [2022-02-16 10:26:11 main:574] : INFO : Epoch 1725 | loss: 0.0312027 | val_loss: 0.031207 | Time: 2924.32 ms [2022-02-16 10:26:14 main:574] : INFO : Epoch 1726 | loss: 0.0312052 | val_loss: 0.0312074 | Time: 2961.74 ms [2022-02-16 10:26:17 main:574] : INFO : Epoch 1727 | loss: 0.0312015 | val_loss: 0.0312115 | Time: 2963.78 ms [2022-02-16 10:26:20 main:574] : INFO : Epoch 1728 | loss: 0.0312042 | val_loss: 0.0312062 | Time: 2857.18 ms [2022-02-16 10:26:23 main:574] : INFO : Epoch 1729 | loss: 0.0312056 | val_loss: 0.0312067 | Time: 2967.04 ms [2022-02-16 10:26:26 main:574] : INFO : Epoch 1730 | loss: 0.0312034 | val_loss: 0.0312084 | Time: 2942.94 ms [2022-02-16 10:26:29 main:574] : INFO : Epoch 1731 | loss: 0.0312041 | val_loss: 0.0312068 | Time: 3009.94 ms [2022-02-16 10:26:32 main:574] : INFO : Epoch 1732 | loss: 0.031202 | val_loss: 0.0312073 | Time: 2949.85 ms [2022-02-16 10:26:35 main:574] : INFO : Epoch 1733 | loss: 0.0312038 | val_loss: 0.0312061 | Time: 2932.26 ms [2022-02-16 10:26:38 main:574] : INFO : Epoch 1734 | loss: 0.0312025 | val_loss: 0.0312049 | Time: 2995.85 ms [2022-02-16 10:26:41 main:574] : INFO : Epoch 1735 | loss: 0.0312018 | val_loss: 0.0312056 | Time: 2986.18 ms [2022-02-16 10:26:44 main:574] : INFO : Epoch 1736 | loss: 0.0312027 | val_loss: 0.0312044 | Time: 2973.91 ms [2022-02-16 10:26:47 main:574] : INFO : Epoch 1737 | loss: 0.0312051 | val_loss: 0.0312052 | Time: 2975.8 ms [2022-02-16 10:26:50 main:574] : INFO : Epoch 1738 | loss: 0.0312043 | val_loss: 0.0312042 | Time: 2983.61 ms [2022-02-16 10:26:52 main:574] : INFO : Epoch 1739 | loss: 0.0312044 | val_loss: 0.0312067 | Time: 2909.2 ms [2022-02-16 10:26:55 main:574] : INFO : Epoch 1740 | loss: 0.031204 | val_loss: 0.0312056 | Time: 2929.39 ms [2022-02-16 10:26:58 main:574] : INFO : Epoch 1741 | loss: 0.0312044 | val_loss: 0.0312073 | Time: 2973.8 ms [2022-02-16 10:27:01 main:574] : INFO : Epoch 1742 | loss: 0.0312043 | val_loss: 0.0312077 | Time: 3006.87 ms [2022-02-16 10:27:04 main:574] : INFO : Epoch 1743 | loss: 0.0312069 | val_loss: 0.0312106 | Time: 3013.95 ms [2022-02-16 10:27:07 main:574] : INFO : Epoch 1744 | loss: 0.0312038 | val_loss: 0.0312079 | Time: 2991.75 ms [2022-02-16 10:27:10 main:574] : INFO : Epoch 1745 | loss: 0.0312028 | val_loss: 0.0312066 | Time: 2939.36 ms [2022-02-16 10:27:13 main:574] : INFO : Epoch 1746 | loss: 0.031204 | val_loss: 0.0312111 | Time: 2939.06 ms [2022-02-16 10:27:16 main:574] : INFO : Epoch 1747 | loss: 0.0312053 | val_loss: 0.0312109 | Time: 2970.27 ms [2022-02-16 10:27:19 main:574] : INFO : Epoch 1748 | loss: 0.0312057 | val_loss: 0.0312093 | Time: 2988.08 ms [2022-02-16 10:27:22 main:574] : INFO : Epoch 1749 | loss: 0.0312039 | val_loss: 0.0312113 | Time: 2971.2 ms [2022-02-16 10:27:25 main:574] : INFO : Epoch 1750 | loss: 0.0312046 | val_loss: 0.0312101 | Time: 2891.96 ms [2022-02-16 10:27:28 main:574] : INFO : Epoch 1751 | loss: 0.0312076 | val_loss: 0.0312114 | Time: 2948.9 ms [2022-02-16 10:27:31 main:574] : INFO : Epoch 1752 | loss: 0.0312064 | val_loss: 0.031216 | Time: 2964.8 ms [2022-02-16 10:27:34 main:574] : INFO : Epoch 1753 | loss: 0.0312092 | val_loss: 0.0312093 | Time: 2994.46 ms [2022-02-16 10:27:37 main:574] : INFO : Epoch 1754 | loss: 0.031207 | val_loss: 0.0312135 | Time: 2977.58 ms [2022-02-16 10:27:40 main:574] : INFO : Epoch 1755 | loss: 0.0312081 | val_loss: 0.0312091 | Time: 2967.59 ms [2022-02-16 10:27:43 main:574] : INFO : Epoch 1756 | loss: 0.0312072 | val_loss: 0.0312112 | Time: 2959.3 ms [2022-02-16 10:27:46 main:574] : INFO : Epoch 1757 | loss: 0.0312041 | val_loss: 0.03121 | Time: 2915.16 ms [2022-02-16 10:27:49 main:574] : INFO : Epoch 1758 | loss: 0.0312055 | val_loss: 0.0312155 | Time: 2931.75 ms [2022-02-16 10:27:52 main:574] : INFO : Epoch 1759 | loss: 0.0312083 | val_loss: 0.0312109 | Time: 2938.07 ms [2022-02-16 10:27:55 main:574] : INFO : Epoch 1760 | loss: 0.031206 | val_loss: 0.0312079 | Time: 3026.93 ms [2022-02-16 10:27:58 main:574] : INFO : Epoch 1761 | loss: 0.031205 | val_loss: 0.0312064 | Time: 3031.97 ms [2022-02-16 10:28:01 main:574] : INFO : Epoch 1762 | loss: 0.0312046 | val_loss: 0.0312106 | Time: 2968.2 ms [2022-02-16 10:28:04 main:574] : INFO : Epoch 1763 | loss: 0.0312046 | val_loss: 0.0312086 | Time: 3008.78 ms [2022-02-16 10:28:07 main:574] : INFO : Epoch 1764 | loss: 0.0312047 | val_loss: 0.0312094 | Time: 2975.49 ms [2022-02-16 10:28:10 main:574] : INFO : Epoch 1765 | loss: 0.0312061 | val_loss: 0.0312081 | Time: 3006.93 ms [2022-02-16 10:28:13 main:574] : INFO : Epoch 1766 | loss: 0.0312047 | val_loss: 0.0312053 | Time: 3001.02 ms [2022-02-16 10:28:16 main:574] : INFO : Epoch 1767 | loss: 0.0312044 | val_loss: 0.0312057 | Time: 2952.3 ms [2022-02-16 10:28:19 main:574] : INFO : Epoch 1768 | loss: 0.0312051 | val_loss: 0.0312072 | Time: 3027.37 ms [2022-02-16 10:28:22 main:574] : INFO : Epoch 1769 | loss: 0.0312052 | val_loss: 0.0312116 | Time: 2941.41 ms [2022-02-16 10:28:25 main:574] : INFO : Epoch 1770 | loss: 0.0312072 | val_loss: 0.0312083 | Time: 2955.2 ms [2022-02-16 10:28:28 main:574] : INFO : Epoch 1771 | loss: 0.0312063 | val_loss: 0.0312055 | Time: 2945.3 ms [2022-02-16 10:28:31 main:574] : INFO : Epoch 1772 | loss: 0.0312044 | val_loss: 0.0312113 | Time: 2985.71 ms [2022-02-16 10:28:34 main:574] : INFO : Epoch 1773 | loss: 0.031206 | val_loss: 0.0312065 | Time: 2903.71 ms [2022-02-16 10:28:37 main:574] : INFO : Epoch 1774 | loss: 0.0312032 | val_loss: 0.0312073 | Time: 2952.85 ms [2022-02-16 10:28:40 main:574] : INFO : Epoch 1775 | loss: 0.0312033 | val_loss: 0.0312096 | Time: 2938.77 ms [2022-02-16 10:28:43 main:574] : INFO : Epoch 1776 | loss: 0.0312051 | val_loss: 0.0312085 | Time: 2992.83 ms [2022-02-16 10:28:46 main:574] : INFO : Epoch 1777 | loss: 0.0312034 | val_loss: 0.0312057 | Time: 2994.5 ms [2022-02-16 10:28:49 main:574] : INFO : Epoch 1778 | loss: 0.0312028 | val_loss: 0.0312065 | Time: 2987.12 ms [2022-02-16 10:28:52 main:574] : INFO : Epoch 1779 | loss: 0.0312048 | val_loss: 0.0312075 | Time: 2973.31 ms [2022-02-16 10:28:54 main:574] : INFO : Epoch 1780 | loss: 0.0312052 | val_loss: 0.0312064 | Time: 2966.24 ms [2022-02-16 10:28:57 main:574] : INFO : Epoch 1781 | loss: 0.0312036 | val_loss: 0.031206 | Time: 2906.37 ms [2022-02-16 10:29:00 main:574] : INFO : Epoch 1782 | loss: 0.0312029 | val_loss: 0.0312059 | Time: 3003.19 ms [2022-02-16 10:29:03 main:574] : INFO : Epoch 1783 | loss: 0.0312031 | val_loss: 0.0312074 | Time: 2993.26 ms [2022-02-16 10:29:06 main:574] : INFO : Epoch 1784 | loss: 0.0312027 | val_loss: 0.0312075 | Time: 3004.54 ms [2022-02-16 10:29:09 main:574] : INFO : Epoch 1785 | loss: 0.0312023 | val_loss: 0.031207 | Time: 2993.71 ms [2022-02-16 10:29:12 main:574] : INFO : Epoch 1786 | loss: 0.0312045 | val_loss: 0.031208 | Time: 2963.76 ms [2022-02-16 10:29:15 main:574] : INFO : Epoch 1787 | loss: 0.031203 | val_loss: 0.0312077 | Time: 2970.94 ms [2022-02-16 10:29:18 main:574] : INFO : Epoch 1788 | loss: 0.031205 | val_loss: 0.031211 | Time: 2942.5 ms [2022-02-16 10:29:21 main:574] : INFO : Epoch 1789 | loss: 0.0312078 | val_loss: 0.0312111 | Time: 2993.2 ms [2022-02-16 10:29:24 main:574] : INFO : Epoch 1790 | loss: 0.0312054 | val_loss: 0.0312081 | Time: 2962.75 ms [2022-02-16 10:29:27 main:574] : INFO : Epoch 1791 | loss: 0.0312064 | val_loss: 0.0312096 | Time: 3087.06 ms [2022-02-16 10:29:30 main:574] : INFO : Epoch 1792 | loss: 0.0312061 | val_loss: 0.0312083 | Time: 3086.63 ms [2022-02-16 10:29:33 main:574] : INFO : Epoch 1793 | loss: 0.0312052 | val_loss: 0.0312081 | Time: 2911.27 ms [2022-02-16 10:29:36 main:574] : INFO : Epoch 1794 | loss: 0.031204 | val_loss: 0.0312094 | Time: 2902.62 ms [2022-02-16 10:29:39 main:574] : INFO : Epoch 1795 | loss: 0.0312045 | val_loss: 0.031211 | Time: 2925.4 ms [2022-02-16 10:29:42 main:574] : INFO : Epoch 1796 | loss: 0.0312061 | val_loss: 0.0312112 | Time: 2939.45 ms [2022-02-16 10:29:45 main:574] : INFO : Epoch 1797 | loss: 0.0312043 | val_loss: 0.0312069 | Time: 2989.32 ms [2022-02-16 10:29:48 main:574] : INFO : Epoch 1798 | loss: 0.0312033 | val_loss: 0.031208 | Time: 3010.33 ms [2022-02-16 10:29:51 main:574] : INFO : Epoch 1799 | loss: 0.031203 | val_loss: 0.0312068 | Time: 2990.86 ms [2022-02-16 10:29:54 main:574] : INFO : Epoch 1800 | loss: 0.0312036 | val_loss: 0.0312097 | Time: 2948.5 ms [2022-02-16 10:29:57 main:574] : INFO : Epoch 1801 | loss: 0.0312065 | val_loss: 0.0312095 | Time: 2938.45 ms [2022-02-16 10:30:00 main:574] : INFO : Epoch 1802 | loss: 0.0312047 | val_loss: 0.0312077 | Time: 2986.94 ms [2022-02-16 10:30:03 main:574] : INFO : Epoch 1803 | loss: 0.0312042 | val_loss: 0.0312075 | Time: 2956.04 ms [2022-02-16 10:30:06 main:574] : INFO : Epoch 1804 | loss: 0.0312039 | val_loss: 0.0312071 | Time: 2974.62 ms [2022-02-16 10:30:09 main:574] : INFO : Epoch 1805 | loss: 0.0312043 | val_loss: 0.0312079 | Time: 2952.87 ms [2022-02-16 10:30:12 main:574] : INFO : Epoch 1806 | loss: 0.0312061 | val_loss: 0.0312109 | Time: 2975.85 ms [2022-02-16 10:30:15 main:574] : INFO : Epoch 1807 | loss: 0.0312068 | val_loss: 0.0312086 | Time: 3003.96 ms [2022-02-16 10:30:18 main:574] : INFO : Epoch 1808 | loss: 0.0312038 | val_loss: 0.0312071 | Time: 3004.25 ms [2022-02-16 10:30:21 main:574] : INFO : Epoch 1809 | loss: 0.0312041 | val_loss: 0.0312094 | Time: 2978.11 ms [2022-02-16 10:30:24 main:574] : INFO : Epoch 1810 | loss: 0.0312041 | val_loss: 0.0312072 | Time: 2982.87 ms [2022-02-16 10:30:27 main:574] : INFO : Epoch 1811 | loss: 0.0312049 | val_loss: 0.03121 | Time: 2999.74 ms [2022-02-16 10:30:30 main:574] : INFO : Epoch 1812 | loss: 0.0312039 | val_loss: 0.0312097 | Time: 3017.37 ms [2022-02-16 10:30:33 main:574] : INFO : Epoch 1813 | loss: 0.0312054 | val_loss: 0.0312133 | Time: 2938.16 ms [2022-02-16 10:30:36 main:574] : INFO : Epoch 1814 | loss: 0.0312055 | val_loss: 0.0312099 | Time: 2996.58 ms [2022-02-16 10:30:39 main:574] : INFO : Epoch 1815 | loss: 0.0312056 | val_loss: 0.0312107 | Time: 2976.85 ms [2022-02-16 10:30:42 main:574] : INFO : Epoch 1816 | loss: 0.0312081 | val_loss: 0.0312122 | Time: 2915.5 ms [2022-02-16 10:30:45 main:574] : INFO : Epoch 1817 | loss: 0.0312089 | val_loss: 0.0312115 | Time: 2857.34 ms [2022-02-16 10:30:48 main:574] : INFO : Epoch 1818 | loss: 0.0312079 | val_loss: 0.0312132 | Time: 2967.91 ms [2022-02-16 10:30:51 main:574] : INFO : Epoch 1819 | loss: 0.03121 | val_loss: 0.0312209 | Time: 3002.12 ms [2022-02-16 10:30:54 main:574] : INFO : Epoch 1820 | loss: 0.031212 | val_loss: 0.031212 | Time: 2982.56 ms [2022-02-16 10:30:57 main:574] : INFO : Epoch 1821 | loss: 0.0312079 | val_loss: 0.0312117 | Time: 3002.71 ms [2022-02-16 10:31:00 main:574] : INFO : Epoch 1822 | loss: 0.0312097 | val_loss: 0.0312131 | Time: 2917.69 ms [2022-02-16 10:31:03 main:574] : INFO : Epoch 1823 | loss: 0.0312074 | val_loss: 0.0312149 | Time: 2998.35 ms [2022-02-16 10:31:06 main:574] : INFO : Epoch 1824 | loss: 0.0312094 | val_loss: 0.0312171 | Time: 2965.48 ms [2022-02-16 10:31:09 main:574] : INFO : Epoch 1825 | loss: 0.0312124 | val_loss: 0.0312128 | Time: 2941.81 ms [2022-02-16 10:31:11 main:574] : INFO : Epoch 1826 | loss: 0.0312072 | val_loss: 0.0312108 | Time: 2965.98 ms [2022-02-16 10:31:14 main:574] : INFO : Epoch 1827 | loss: 0.0312062 | val_loss: 0.0312116 | Time: 2978.47 ms [2022-02-16 10:31:17 main:574] : INFO : Epoch 1828 | loss: 0.031208 | val_loss: 0.0312106 | Time: 2966.34 ms [2022-02-16 10:31:20 main:574] : INFO : Epoch 1829 | loss: 0.0312068 | val_loss: 0.0312118 | Time: 2968.26 ms [2022-02-16 10:31:24 main:574] : INFO : Epoch 1830 | loss: 0.0312096 | val_loss: 0.0312116 | Time: 3478.41 ms [2022-02-16 10:31:27 main:574] : INFO : Epoch 1831 | loss: 0.0312071 | val_loss: 0.0312102 | Time: 3525.07 ms [2022-02-16 10:31:30 main:574] : INFO : Epoch 1832 | loss: 0.0312065 | val_loss: 0.0312102 | Time: 3034.36 ms [2022-02-16 10:31:33 main:574] : INFO : Epoch 1833 | loss: 0.0312074 | val_loss: 0.0312148 | Time: 3007.08 ms [2022-02-16 10:31:36 main:574] : INFO : Epoch 1834 | loss: 0.0312062 | val_loss: 0.0312101 | Time: 2983.31 ms [2022-02-16 10:31:39 main:574] : INFO : Epoch 1835 | loss: 0.0312069 | val_loss: 0.0312143 | Time: 2928.44 ms [2022-02-16 10:31:42 main:574] : INFO : Epoch 1836 | loss: 0.0312096 | val_loss: 0.0312091 | Time: 2962.75 ms [2022-02-16 10:31:45 main:574] : INFO : Epoch 1837 | loss: 0.031207 | val_loss: 0.0312098 | Time: 3000.68 ms [2022-02-16 10:31:48 main:574] : INFO : Epoch 1838 | loss: 0.0312066 | val_loss: 0.0312086 | Time: 2973.47 ms [2022-02-16 10:31:51 main:574] : INFO : Epoch 1839 | loss: 0.0312065 | val_loss: 0.0312116 | Time: 2856.7 ms [2022-02-16 10:31:54 main:574] : INFO : Epoch 1840 | loss: 0.0312068 | val_loss: 0.0312101 | Time: 3012.72 ms [2022-02-16 10:31:57 main:574] : INFO : Epoch 1841 | loss: 0.0312073 | val_loss: 0.0312117 | Time: 2978.88 ms [2022-02-16 10:32:00 main:574] : INFO : Epoch 1842 | loss: 0.0312062 | val_loss: 0.0312103 | Time: 3047.55 ms [2022-02-16 10:32:03 main:574] : INFO : Epoch 1843 | loss: 0.0312086 | val_loss: 0.0312117 | Time: 2958.45 ms [2022-02-16 10:32:06 main:574] : INFO : Epoch 1844 | loss: 0.0312126 | val_loss: 0.0312107 | Time: 2953.17 ms [2022-02-16 10:32:09 main:574] : INFO : Epoch 1845 | loss: 0.0312093 | val_loss: 0.0312131 | Time: 3012.09 ms [2022-02-16 10:32:12 main:574] : INFO : Epoch 1846 | loss: 0.031207 | val_loss: 0.0312103 | Time: 2997.73 ms [2022-02-16 10:32:15 main:574] : INFO : Epoch 1847 | loss: 0.0312088 | val_loss: 0.0312153 | Time: 2957.59 ms [2022-02-16 10:32:18 main:574] : INFO : Epoch 1848 | loss: 0.0312166 | val_loss: 0.0312173 | Time: 2947.34 ms [2022-02-16 10:32:21 main:574] : INFO : Epoch 1849 | loss: 0.0312153 | val_loss: 0.0312149 | Time: 2986.22 ms [2022-02-16 10:32:24 main:574] : INFO : Epoch 1850 | loss: 0.031215 | val_loss: 0.0312159 | Time: 3040.22 ms [2022-02-16 10:32:27 main:574] : INFO : Epoch 1851 | loss: 0.0312164 | val_loss: 0.0312165 | Time: 2949.82 ms [2022-02-16 10:32:30 main:574] : INFO : Epoch 1852 | loss: 0.0312156 | val_loss: 0.0312159 | Time: 2982.3 ms [2022-02-16 10:32:33 main:574] : INFO : Epoch 1853 | loss: 0.0312155 | val_loss: 0.0312169 | Time: 2948.43 ms [2022-02-16 10:32:36 main:574] : INFO : Epoch 1854 | loss: 0.0312165 | val_loss: 0.031216 | Time: 3047.75 ms [2022-02-16 10:32:39 main:574] : INFO : Epoch 1855 | loss: 0.031216 | val_loss: 0.0312189 | Time: 3002.3 ms [2022-02-16 10:32:42 main:574] : INFO : Epoch 1856 | loss: 0.0312147 | val_loss: 0.0312138 | Time: 2985.07 ms [2022-02-16 10:32:45 main:574] : INFO : Epoch 1857 | loss: 0.0312123 | val_loss: 0.031214 | Time: 2978.79 ms [2022-02-16 10:32:48 main:574] : INFO : Epoch 1858 | loss: 0.0312114 | val_loss: 0.0312158 | Time: 3198.21 ms [2022-02-16 10:32:51 main:574] : INFO : Epoch 1859 | loss: 0.0312117 | val_loss: 0.0312154 | Time: 3081.38 ms [2022-02-16 10:32:54 main:574] : INFO : Epoch 1860 | loss: 0.0312134 | val_loss: 0.0312151 | Time: 2993.59 ms [2022-02-16 10:32:57 main:574] : INFO : Epoch 1861 | loss: 0.0312115 | val_loss: 0.0312201 | Time: 2864.63 ms [2022-02-16 10:33:00 main:574] : INFO : Epoch 1862 | loss: 0.0312163 | val_loss: 0.0312148 | Time: 2910.39 ms [2022-02-16 10:33:03 main:574] : INFO : Epoch 1863 | loss: 0.0312101 | val_loss: 0.0312138 | Time: 3013.85 ms [2022-02-16 10:33:06 main:574] : INFO : Epoch 1864 | loss: 0.0312096 | val_loss: 0.0312139 | Time: 3016.36 ms [2022-02-16 10:33:09 main:574] : INFO : Epoch 1865 | loss: 0.0312101 | val_loss: 0.0312151 | Time: 2962.16 ms [2022-02-16 10:33:12 main:574] : INFO : Epoch 1866 | loss: 0.0312098 | val_loss: 0.0312159 | Time: 2969.71 ms [2022-02-16 10:33:15 main:574] : INFO : Epoch 1867 | loss: 0.0312091 | val_loss: 0.0312157 | Time: 3033.73 ms [2022-02-16 10:33:18 main:574] : INFO : Epoch 1868 | loss: 0.0312094 | val_loss: 0.031214 | Time: 2966.99 ms [2022-02-16 10:33:21 main:574] : INFO : Epoch 1869 | loss: 0.031212 | val_loss: 0.0312179 | Time: 3006.83 ms [2022-02-16 10:33:24 main:574] : INFO : Epoch 1870 | loss: 0.0312131 | val_loss: 0.0312176 | Time: 2976.44 ms [2022-02-16 10:33:27 main:574] : INFO : Epoch 1871 | loss: 0.0312134 | val_loss: 0.0312204 | Time: 2988.62 ms [2022-02-16 10:33:30 main:574] : INFO : Epoch 1872 | loss: 0.0312122 | val_loss: 0.0312168 | Time: 3010.04 ms [2022-02-16 10:33:33 main:574] : INFO : Epoch 1873 | loss: 0.0312143 | val_loss: 0.0312143 | Time: 2982.37 ms [2022-02-16 10:33:36 main:574] : INFO : Epoch 1874 | loss: 0.0312125 | val_loss: 0.0312142 | Time: 2935.32 ms [2022-02-16 10:33:39 main:574] : INFO : Epoch 1875 | loss: 0.0312126 | val_loss: 0.0312177 | Time: 2966.74 ms [2022-02-16 10:33:42 main:574] : INFO : Epoch 1876 | loss: 0.0312135 | val_loss: 0.0312174 | Time: 3014.07 ms [2022-02-16 10:33:45 main:574] : INFO : Epoch 1877 | loss: 0.0312156 | val_loss: 0.0312173 | Time: 2981.48 ms [2022-02-16 10:33:48 main:574] : INFO : Epoch 1878 | loss: 0.0312131 | val_loss: 0.0312148 | Time: 2951.97 ms [2022-02-16 10:33:51 main:574] : INFO : Epoch 1879 | loss: 0.031211 | val_loss: 0.0312144 | Time: 2908.7 ms [2022-02-16 10:33:54 main:574] : INFO : Epoch 1880 | loss: 0.0312112 | val_loss: 0.0312186 | Time: 2982.66 ms [2022-02-16 10:33:57 main:574] : INFO : Epoch 1881 | loss: 0.0312132 | val_loss: 0.0312162 | Time: 2943.79 ms [2022-02-16 10:34:00 main:574] : INFO : Epoch 1882 | loss: 0.0312109 | val_loss: 0.0312148 | Time: 2965.63 ms [2022-02-16 10:34:03 main:574] : INFO : Epoch 1883 | loss: 0.0312129 | val_loss: 0.0312163 | Time: 2951.67 ms [2022-02-16 10:34:06 main:574] : INFO : Epoch 1884 | loss: 0.0312117 | val_loss: 0.0312133 | Time: 2933.32 ms [2022-02-16 10:34:09 main:574] : INFO : Epoch 1885 | loss: 0.0312116 | val_loss: 0.031215 | Time: 2949.95 ms [2022-02-16 10:34:12 main:574] : INFO : Epoch 1886 | loss: 0.0312112 | val_loss: 0.0312161 | Time: 2988.96 ms [2022-02-16 10:34:15 main:574] : INFO : Epoch 1887 | loss: 0.0312127 | val_loss: 0.0312189 | Time: 2939.32 ms [2022-02-16 10:34:18 main:574] : INFO : Epoch 1888 | loss: 0.0312123 | val_loss: 0.0312145 | Time: 2986.2 ms [2022-02-16 10:34:21 main:574] : INFO : Epoch 1889 | loss: 0.0312116 | val_loss: 0.0312181 | Time: 2961.51 ms [2022-02-16 10:34:24 main:574] : INFO : Epoch 1890 | loss: 0.0312122 | val_loss: 0.0312138 | Time: 2905.33 ms [2022-02-16 10:34:27 main:574] : INFO : Epoch 1891 | loss: 0.0312108 | val_loss: 0.0312142 | Time: 3021.28 ms [2022-02-16 10:34:30 main:574] : INFO : Epoch 1892 | loss: 0.0312128 | val_loss: 0.0312154 | Time: 2995 ms [2022-02-16 10:34:33 main:574] : INFO : Epoch 1893 | loss: 0.0312128 | val_loss: 0.0312161 | Time: 2955.83 ms [2022-02-16 10:34:35 main:574] : INFO : Epoch 1894 | loss: 0.0312147 | val_loss: 0.031216 | Time: 2958.7 ms [2022-02-16 10:34:38 main:574] : INFO : Epoch 1895 | loss: 0.0312144 | val_loss: 0.0312167 | Time: 2995.3 ms [2022-02-16 10:34:42 main:574] : INFO : Epoch 1896 | loss: 0.0312144 | val_loss: 0.0312161 | Time: 3017.87 ms [2022-02-16 10:34:45 main:574] : INFO : Epoch 1897 | loss: 0.0312156 | val_loss: 0.0312241 | Time: 2980.9 ms [2022-02-16 10:34:47 main:574] : INFO : Epoch 1898 | loss: 0.0312167 | val_loss: 0.0312148 | Time: 2966.29 ms [2022-02-16 10:34:50 main:574] : INFO : Epoch 1899 | loss: 0.0312136 | val_loss: 0.0312166 | Time: 2963.01 ms [2022-02-16 10:34:53 main:574] : INFO : Epoch 1900 | loss: 0.0312151 | val_loss: 0.0312188 | Time: 2970.74 ms [2022-02-16 10:34:56 main:574] : INFO : Epoch 1901 | loss: 0.0312162 | val_loss: 0.0312157 | Time: 3009.48 ms [2022-02-16 10:34:59 main:574] : INFO : Epoch 1902 | loss: 0.031213 | val_loss: 0.0312148 | Time: 2991.79 ms [2022-02-16 10:35:03 main:574] : INFO : Epoch 1903 | loss: 0.0312142 | val_loss: 0.0312196 | Time: 3280.26 ms [2022-02-16 10:35:06 main:574] : INFO : Epoch 1904 | loss: 0.0312136 | val_loss: 0.031215 | Time: 2946.22 ms [2022-02-16 10:35:09 main:574] : INFO : Epoch 1905 | loss: 0.0312122 | val_loss: 0.0312145 | Time: 3006.4 ms [2022-02-16 10:35:12 main:574] : INFO : Epoch 1906 | loss: 0.0312118 | val_loss: 0.0312155 | Time: 2931.06 ms [2022-02-16 10:35:15 main:574] : INFO : Epoch 1907 | loss: 0.0312127 | val_loss: 0.0312167 | Time: 2956.37 ms [2022-02-16 10:35:18 main:574] : INFO : Epoch 1908 | loss: 0.0312111 | val_loss: 0.0312145 | Time: 2944.4 ms [2022-02-16 10:35:21 main:574] : INFO : Epoch 1909 | loss: 0.031211 | val_loss: 0.031214 | Time: 2995.76 ms [2022-02-16 10:35:24 main:574] : INFO : Epoch 1910 | loss: 0.0312108 | val_loss: 0.0312134 | Time: 2970.48 ms [2022-02-16 10:35:26 main:574] : INFO : Epoch 1911 | loss: 0.0312116 | val_loss: 0.031214 | Time: 2981.2 ms [2022-02-16 10:35:30 main:574] : INFO : Epoch 1912 | loss: 0.0312107 | val_loss: 0.0312135 | Time: 3017.41 ms [2022-02-16 10:35:32 main:574] : INFO : Epoch 1913 | loss: 0.0312109 | val_loss: 0.0312141 | Time: 2974.34 ms [2022-02-16 10:35:36 main:574] : INFO : Epoch 1914 | loss: 0.0312122 | val_loss: 0.0312158 | Time: 3026.24 ms [2022-02-16 10:35:38 main:574] : INFO : Epoch 1915 | loss: 0.0312123 | val_loss: 0.0312153 | Time: 2942.8 ms [2022-02-16 10:35:41 main:574] : INFO : Epoch 1916 | loss: 0.0312116 | val_loss: 0.0312133 | Time: 2957.74 ms [2022-02-16 10:35:44 main:574] : INFO : Epoch 1917 | loss: 0.0312113 | val_loss: 0.0312137 | Time: 2996.18 ms [2022-02-16 10:35:47 main:574] : INFO : Epoch 1918 | loss: 0.0312108 | val_loss: 0.031215 | Time: 2963.82 ms [2022-02-16 10:35:50 main:574] : INFO : Epoch 1919 | loss: 0.031212 | val_loss: 0.0312154 | Time: 3001.14 ms [2022-02-16 10:35:53 main:574] : INFO : Epoch 1920 | loss: 0.0312114 | val_loss: 0.0312197 | Time: 2926.22 ms [2022-02-16 10:35:56 main:574] : INFO : Epoch 1921 | loss: 0.0312149 | val_loss: 0.0312152 | Time: 2965.74 ms [2022-02-16 10:35:59 main:574] : INFO : Epoch 1922 | loss: 0.0312105 | val_loss: 0.0312136 | Time: 2972.74 ms [2022-02-16 10:36:02 main:574] : INFO : Epoch 1923 | loss: 0.0312098 | val_loss: 0.031214 | Time: 2970.48 ms [2022-02-16 10:36:05 main:574] : INFO : Epoch 1924 | loss: 0.0312105 | val_loss: 0.0312188 | Time: 2963.95 ms [2022-02-16 10:36:08 main:574] : INFO : Epoch 1925 | loss: 0.0312098 | val_loss: 0.0312127 | Time: 2952.79 ms [2022-02-16 10:36:11 main:574] : INFO : Epoch 1926 | loss: 0.0312127 | val_loss: 0.0312139 | Time: 2989.58 ms [2022-02-16 10:36:14 main:574] : INFO : Epoch 1927 | loss: 0.031212 | val_loss: 0.0312158 | Time: 3006.34 ms [2022-02-16 10:36:17 main:574] : INFO : Epoch 1928 | loss: 0.0312117 | val_loss: 0.0312173 | Time: 2870.07 ms [2022-02-16 10:36:20 main:574] : INFO : Epoch 1929 | loss: 0.0312124 | val_loss: 0.0312157 | Time: 2987.65 ms [2022-02-16 10:36:23 main:574] : INFO : Epoch 1930 | loss: 0.031212 | val_loss: 0.0312152 | Time: 3028.93 ms [2022-02-16 10:36:26 main:574] : INFO : Epoch 1931 | loss: 0.0312116 | val_loss: 0.0312139 | Time: 3039.83 ms [2022-02-16 10:36:29 main:574] : INFO : Epoch 1932 | loss: 0.0312124 | val_loss: 0.0312153 | Time: 2978.13 ms [2022-02-16 10:36:32 main:574] : INFO : Epoch 1933 | loss: 0.031212 | val_loss: 0.0312151 | Time: 2927.56 ms [2022-02-16 10:36:35 main:574] : INFO : Epoch 1934 | loss: 0.0312121 | val_loss: 0.0312162 | Time: 2994.3 ms [2022-02-16 10:36:38 main:574] : INFO : Epoch 1935 | loss: 0.0312139 | val_loss: 0.0312165 | Time: 2973.61 ms [2022-02-16 10:36:41 main:574] : INFO : Epoch 1936 | loss: 0.0312152 | val_loss: 0.0312173 | Time: 2959.35 ms [2022-02-16 10:36:44 main:574] : INFO : Epoch 1937 | loss: 0.0312137 | val_loss: 0.031218 | Time: 2941 ms [2022-02-16 10:36:47 main:574] : INFO : Epoch 1938 | loss: 0.0312148 | val_loss: 0.0312185 | Time: 2897.87 ms [2022-02-16 10:36:50 main:574] : INFO : Epoch 1939 | loss: 0.0312145 | val_loss: 0.0312203 | Time: 2975.2 ms [2022-02-16 10:36:53 main:574] : INFO : Epoch 1940 | loss: 0.0312289 | val_loss: 0.0312344 | Time: 2925.61 ms [2022-02-16 10:36:56 main:574] : INFO : Epoch 1941 | loss: 0.0312365 | val_loss: 0.0312358 | Time: 2926.68 ms [2022-02-16 10:36:59 main:574] : INFO : Epoch 1942 | loss: 0.0312326 | val_loss: 0.0312311 | Time: 2999.59 ms [2022-02-16 10:37:02 main:574] : INFO : Epoch 1943 | loss: 0.0312294 | val_loss: 0.031234 | Time: 2988.46 ms [2022-02-16 10:37:05 main:574] : INFO : Epoch 1944 | loss: 0.0312293 | val_loss: 0.0312331 | Time: 2995.53 ms [2022-02-16 10:37:08 main:574] : INFO : Epoch 1945 | loss: 0.0312282 | val_loss: 0.0312308 | Time: 2987.75 ms [2022-02-16 10:37:11 main:574] : INFO : Epoch 1946 | loss: 0.031228 | val_loss: 0.0312306 | Time: 2952.56 ms [2022-02-16 10:37:14 main:574] : INFO : Epoch 1947 | loss: 0.0312275 | val_loss: 0.0312328 | Time: 2893.38 ms [2022-02-16 10:37:17 main:574] : INFO : Epoch 1948 | loss: 0.0312286 | val_loss: 0.0312331 | Time: 2968.71 ms [2022-02-16 10:37:20 main:574] : INFO : Epoch 1949 | loss: 0.0312287 | val_loss: 0.0312345 | Time: 2967.55 ms [2022-02-16 10:37:22 main:574] : INFO : Epoch 1950 | loss: 0.0312285 | val_loss: 0.0312346 | Time: 2919.08 ms [2022-02-16 10:37:25 main:574] : INFO : Epoch 1951 | loss: 0.031229 | val_loss: 0.0312319 | Time: 2926.55 ms [2022-02-16 10:37:28 main:574] : INFO : Epoch 1952 | loss: 0.0312295 | val_loss: 0.0312336 | Time: 2994.95 ms [2022-02-16 10:37:31 main:574] : INFO : Epoch 1953 | loss: 0.0312281 | val_loss: 0.0312324 | Time: 2927.04 ms [2022-02-16 10:37:34 main:574] : INFO : Epoch 1954 | loss: 0.0312282 | val_loss: 0.0312321 | Time: 2981.45 ms [2022-02-16 10:37:37 main:574] : INFO : Epoch 1955 | loss: 0.0312271 | val_loss: 0.0312337 | Time: 2979.4 ms [2022-02-16 10:37:40 main:574] : INFO : Epoch 1956 | loss: 0.0312267 | val_loss: 0.031232 | Time: 2946.01 ms [2022-02-16 10:37:43 main:574] : INFO : Epoch 1957 | loss: 0.0312272 | val_loss: 0.0312308 | Time: 2984.31 ms [2022-02-16 10:37:46 main:574] : INFO : Epoch 1958 | loss: 0.0312261 | val_loss: 0.0312293 | Time: 2953.8 ms [2022-02-16 10:37:49 main:574] : INFO : Epoch 1959 | loss: 0.0312264 | val_loss: 0.0312317 | Time: 2957.79 ms [2022-02-16 10:37:52 main:574] : INFO : Epoch 1960 | loss: 0.0312258 | val_loss: 0.0312289 | Time: 3025.6 ms [2022-02-16 10:37:55 main:574] : INFO : Epoch 1961 | loss: 0.0312241 | val_loss: 0.0312295 | Time: 3281.09 ms [2022-02-16 10:37:58 main:574] : INFO : Epoch 1962 | loss: 0.0312242 | val_loss: 0.0312323 | Time: 2954.27 ms [2022-02-16 10:38:01 main:574] : INFO : Epoch 1963 | loss: 0.0312252 | val_loss: 0.0312321 | Time: 3013.27 ms [2022-02-16 10:38:05 main:574] : INFO : Epoch 1964 | loss: 0.0312265 | val_loss: 0.031237 | Time: 3037.48 ms [2022-02-16 10:38:08 main:574] : INFO : Epoch 1965 | loss: 0.0312264 | val_loss: 0.0312297 | Time: 3020.94 ms [2022-02-16 10:38:11 main:574] : INFO : Epoch 1966 | loss: 0.0312254 | val_loss: 0.0312307 | Time: 3000.16 ms [2022-02-16 10:38:13 main:574] : INFO : Epoch 1967 | loss: 0.0312307 | val_loss: 0.0312406 | Time: 2923.33 ms [2022-02-16 10:38:16 main:574] : INFO : Epoch 1968 | loss: 0.031238 | val_loss: 0.0312395 | Time: 3015.7 ms [2022-02-16 10:38:19 main:574] : INFO : Epoch 1969 | loss: 0.0312358 | val_loss: 0.0312381 | Time: 2970.03 ms [2022-02-16 10:38:22 main:574] : INFO : Epoch 1970 | loss: 0.0312354 | val_loss: 0.0312409 | Time: 2951.31 ms [2022-02-16 10:38:25 main:574] : INFO : Epoch 1971 | loss: 0.0312366 | val_loss: 0.0312398 | Time: 2955.17 ms [2022-02-16 10:38:28 main:574] : INFO : Epoch 1972 | loss: 0.0312373 | val_loss: 0.0312401 | Time: 2968.39 ms [2022-02-16 10:38:31 main:574] : INFO : Epoch 1973 | loss: 0.0312379 | val_loss: 0.0312442 | Time: 2871.99 ms [2022-02-16 10:38:34 main:574] : INFO : Epoch 1974 | loss: 0.031239 | val_loss: 0.0312438 | Time: 2990.62 ms [2022-02-16 10:38:37 main:574] : INFO : Epoch 1975 | loss: 0.0312384 | val_loss: 0.0312438 | Time: 2978.43 ms [2022-02-16 10:38:40 main:574] : INFO : Epoch 1976 | loss: 0.0312428 | val_loss: 0.0312429 | Time: 2994.51 ms [2022-02-16 10:38:43 main:574] : INFO : Epoch 1977 | loss: 0.03124 | val_loss: 0.0312419 | Time: 2981.72 ms [2022-02-16 10:38:46 main:574] : INFO : Epoch 1978 | loss: 0.0312384 | val_loss: 0.0312403 | Time: 2917.53 ms [2022-02-16 10:38:49 main:574] : INFO : Epoch 1979 | loss: 0.0312368 | val_loss: 0.0312376 | Time: 2996.06 ms [2022-02-16 10:38:52 main:574] : INFO : Epoch 1980 | loss: 0.0312369 | val_loss: 0.0312398 | Time: 2959.63 ms [2022-02-16 10:38:55 main:574] : INFO : Epoch 1981 | loss: 0.0312383 | val_loss: 0.03124 | Time: 2968.07 ms [2022-02-16 10:38:58 main:574] : INFO : Epoch 1982 | loss: 0.0312409 | val_loss: 0.0312409 | Time: 2988.78 ms [2022-02-16 10:39:01 main:574] : INFO : Epoch 1983 | loss: 0.0312401 | val_loss: 0.0312417 | Time: 2944.22 ms [2022-02-16 10:39:04 main:574] : INFO : Epoch 1984 | loss: 0.0312391 | val_loss: 0.0312407 | Time: 2917.62 ms [2022-02-16 10:39:07 main:574] : INFO : Epoch 1985 | loss: 0.0312399 | val_loss: 0.0312393 | Time: 2959.76 ms [2022-02-16 10:39:10 main:574] : INFO : Epoch 1986 | loss: 0.0312375 | val_loss: 0.0312387 | Time: 2948.93 ms [2022-02-16 10:39:13 main:574] : INFO : Epoch 1987 | loss: 0.0312371 | val_loss: 0.0312407 | Time: 2959.59 ms [2022-02-16 10:39:16 main:574] : INFO : Epoch 1988 | loss: 0.0312376 | val_loss: 0.0312392 | Time: 2951.73 ms [2022-02-16 10:39:19 main:574] : INFO : Epoch 1989 | loss: 0.0312366 | val_loss: 0.0312369 | Time: 2963.86 ms [2022-02-16 10:39:22 main:574] : INFO : Epoch 1990 | loss: 0.0312367 | val_loss: 0.0312395 | Time: 2931.8 ms [2022-02-16 10:39:25 main:574] : INFO : Epoch 1991 | loss: 0.0312363 | val_loss: 0.0312381 | Time: 2977.92 ms [2022-02-16 10:39:28 main:574] : INFO : Epoch 1992 | loss: 0.0312366 | val_loss: 0.031238 | Time: 2952.88 ms [2022-02-16 10:39:31 main:574] : INFO : Epoch 1993 | loss: 0.0312366 | val_loss: 0.0312421 | Time: 2957.36 ms [2022-02-16 10:39:34 main:574] : INFO : Epoch 1994 | loss: 0.0312371 | val_loss: 0.0312392 | Time: 2965.85 ms [2022-02-16 10:39:36 main:574] : INFO : Epoch 1995 | loss: 0.0312367 | val_loss: 0.0312355 | Time: 2897.92 ms [2022-02-16 10:39:39 main:574] : INFO : Epoch 1996 | loss: 0.0312375 | val_loss: 0.0312344 | Time: 2899.12 ms [2022-02-16 10:39:42 main:574] : INFO : Epoch 1997 | loss: 0.0312359 | val_loss: 0.0312398 | Time: 2942.81 ms [2022-02-16 10:39:45 main:574] : INFO : Epoch 1998 | loss: 0.0312355 | val_loss: 0.0312401 | Time: 2946.8 ms [2022-02-16 10:39:48 main:574] : INFO : Epoch 1999 | loss: 0.0312394 | val_loss: 0.0312397 | Time: 2902.21 ms [2022-02-16 10:39:51 main:574] : INFO : Epoch 2000 | loss: 0.03124 | val_loss: 0.0312425 | Time: 2947.77 ms [2022-02-16 10:39:54 main:574] : INFO : Epoch 2001 | loss: 0.0312419 | val_loss: 0.0312423 | Time: 2985.99 ms [2022-02-16 10:39:57 main:574] : INFO : Epoch 2002 | loss: 0.0312424 | val_loss: 0.0312406 | Time: 2931.23 ms [2022-02-16 10:40:00 main:574] : INFO : Epoch 2003 | loss: 0.0312408 | val_loss: 0.0312398 | Time: 2914.62 ms [2022-02-16 10:40:03 main:574] : INFO : Epoch 2004 | loss: 0.0312393 | val_loss: 0.0312443 | Time: 2959.9 ms [2022-02-16 10:40:06 main:574] : INFO : Epoch 2005 | loss: 0.0312404 | val_loss: 0.0312405 | Time: 2950.37 ms [2022-02-16 10:40:09 main:574] : INFO : Epoch 2006 | loss: 0.0312384 | val_loss: 0.0312396 | Time: 2954.82 ms [2022-02-16 10:40:12 main:574] : INFO : Epoch 2007 | loss: 0.0312384 | val_loss: 0.0312387 | Time: 3000.31 ms [2022-02-16 10:40:15 main:574] : INFO : Epoch 2008 | loss: 0.0312382 | val_loss: 0.0312392 | Time: 2937.43 ms [2022-02-16 10:40:18 main:574] : INFO : Epoch 2009 | loss: 0.0312382 | val_loss: 0.0312383 | Time: 2975.81 ms [2022-02-16 10:40:21 main:574] : INFO : Epoch 2010 | loss: 0.0312386 | val_loss: 0.0312417 | Time: 2981.73 ms [2022-02-16 10:40:24 main:574] : INFO : Epoch 2011 | loss: 0.0312398 | val_loss: 0.0312404 | Time: 2977.76 ms [2022-02-16 10:40:27 main:574] : INFO : Epoch 2012 | loss: 0.0312385 | val_loss: 0.0312395 | Time: 2917.13 ms [2022-02-16 10:40:30 main:574] : INFO : Epoch 2013 | loss: 0.0312382 | val_loss: 0.0312402 | Time: 2941.63 ms [2022-02-16 10:40:33 main:574] : INFO : Epoch 2014 | loss: 0.0312377 | val_loss: 0.0312411 | Time: 2967.06 ms [2022-02-16 10:40:36 main:574] : INFO : Epoch 2015 | loss: 0.0312381 | val_loss: 0.0312405 | Time: 2967.82 ms [2022-02-16 10:40:39 main:574] : INFO : Epoch 2016 | loss: 0.0312471 | val_loss: 0.0312526 | Time: 2980.69 ms [2022-02-16 10:40:42 main:574] : INFO : Epoch 2017 | loss: 0.0312454 | val_loss: 0.0312417 | Time: 3066.3 ms [2022-02-16 10:40:45 main:574] : INFO : Epoch 2018 | loss: 0.0312412 | val_loss: 0.0312439 | Time: 2955.95 ms [2022-02-16 10:40:48 main:574] : INFO : Epoch 2019 | loss: 0.0312444 | val_loss: 0.0312481 | Time: 3107.32 ms [2022-02-16 10:40:51 main:574] : INFO : Epoch 2020 | loss: 0.0312449 | val_loss: 0.0312472 | Time: 3018.31 ms [2022-02-16 10:40:54 main:574] : INFO : Epoch 2021 | loss: 0.0312454 | val_loss: 0.0312471 | Time: 2953.53 ms [2022-02-16 10:40:57 main:574] : INFO : Epoch 2022 | loss: 0.0312465 | val_loss: 0.0312479 | Time: 3009.46 ms [2022-02-16 10:41:00 main:574] : INFO : Epoch 2023 | loss: 0.031245 | val_loss: 0.0312509 | Time: 2981.88 ms [2022-02-16 10:41:03 main:574] : INFO : Epoch 2024 | loss: 0.0312469 | val_loss: 0.0312473 | Time: 2966.26 ms [2022-02-16 10:41:06 main:574] : INFO : Epoch 2025 | loss: 0.0312464 | val_loss: 0.0312476 | Time: 2963.58 ms [2022-02-16 10:41:09 main:574] : INFO : Epoch 2026 | loss: 0.0312468 | val_loss: 0.031248 | Time: 2997.72 ms [2022-02-16 10:41:12 main:574] : INFO : Epoch 2027 | loss: 0.031247 | val_loss: 0.0312483 | Time: 2989.41 ms [2022-02-16 10:41:15 main:574] : INFO : Epoch 2028 | loss: 0.0312471 | val_loss: 0.0312488 | Time: 2979.5 ms [2022-02-16 10:41:18 main:574] : INFO : Epoch 2029 | loss: 0.031247 | val_loss: 0.031248 | Time: 2967.12 ms [2022-02-16 10:41:21 main:574] : INFO : Epoch 2030 | loss: 0.031248 | val_loss: 0.0312486 | Time: 2953.09 ms [2022-02-16 10:41:24 main:574] : INFO : Epoch 2031 | loss: 0.0312467 | val_loss: 0.0312466 | Time: 2978.84 ms [2022-02-16 10:41:27 main:574] : INFO : Epoch 2032 | loss: 0.031246 | val_loss: 0.0312462 | Time: 3012.22 ms [2022-02-16 10:41:29 main:574] : INFO : Epoch 2033 | loss: 0.031245 | val_loss: 0.0312465 | Time: 2928.38 ms [2022-02-16 10:41:32 main:574] : INFO : Epoch 2034 | loss: 0.031245 | val_loss: 0.0312445 | Time: 2960.49 ms [2022-02-16 10:41:35 main:574] : INFO : Epoch 2035 | loss: 0.0312451 | val_loss: 0.0312528 | Time: 2958.3 ms [2022-02-16 10:41:38 main:574] : INFO : Epoch 2036 | loss: 0.031248 | val_loss: 0.031248 | Time: 2959.2 ms [2022-02-16 10:41:41 main:574] : INFO : Epoch 2037 | loss: 0.0312463 | val_loss: 0.0312477 | Time: 2945.88 ms [2022-02-16 10:41:44 main:574] : INFO : Epoch 2038 | loss: 0.0312447 | val_loss: 0.0312467 | Time: 3005.89 ms [2022-02-16 10:41:47 main:574] : INFO : Epoch 2039 | loss: 0.0312454 | val_loss: 0.0312455 | Time: 2951.95 ms [2022-02-16 10:41:50 main:574] : INFO : Epoch 2040 | loss: 0.0312449 | val_loss: 0.0312462 | Time: 2854.58 ms [2022-02-16 10:41:53 main:574] : INFO : Epoch 2041 | loss: 0.0312448 | val_loss: 0.0312477 | Time: 2956.23 ms [2022-02-16 10:41:56 main:574] : INFO : Epoch 2042 | loss: 0.0312443 | val_loss: 0.0312478 | Time: 2916.25 ms [2022-02-16 10:41:59 main:574] : INFO : Epoch 2043 | loss: 0.0312452 | val_loss: 0.031246 | Time: 3056.51 ms [2022-02-16 10:42:02 main:574] : INFO : Epoch 2044 | loss: 0.0312453 | val_loss: 0.0312469 | Time: 2985.44 ms [2022-02-16 10:42:05 main:574] : INFO : Epoch 2045 | loss: 0.0312456 | val_loss: 0.0312468 | Time: 2993.26 ms [2022-02-16 10:42:08 main:574] : INFO : Epoch 2046 | loss: 0.0312451 | val_loss: 0.0312471 | Time: 2950.9 ms [2022-02-16 10:42:11 main:574] : INFO : Epoch 2047 | loss: 0.0312466 | val_loss: 0.0312467 | Time: 3013.09 ms [2022-02-16 10:42:14 main:574] : INFO : Epoch 2048 | loss: 0.0312446 | val_loss: 0.0312467 | Time: 3003.25 ms [2022-02-16 10:42:14 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312467 [2022-02-16 10:42:14 main:603] : INFO : Saving end state to config to file [2022-02-16 10:42:14 main:608] : INFO : Success, exiting.. 10:42:14 (3376): 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)