id float64 1 126 ⌀ | timestamp stringdate 2025-12-15 12:42:46 2025-12-16 11:13:22 | run_name stringclasses 18
values | step int64 0 27 | epoch int64 1 25 | train_loss float64 0.88 2.28 | val_loss float64 1.74 2.66 |
|---|---|---|---|---|---|---|
1 | 2025-12-15T12:42:46.518056 | BiRNN_Run | 0 | 1 | 2.276833 | 2.172993 |
2 | 2025-12-15T12:42:46.518056 | BiRNN_Run | 1 | 2 | 2.089185 | 2.035421 |
3 | 2025-12-15T12:42:46.518056 | BiRNN_Run | 2 | 3 | 2.008024 | 1.983243 |
4 | 2025-12-15T12:42:46.518056 | BiRNN_Run | 3 | 4 | 1.972105 | 1.95236 |
5 | 2025-12-15T12:42:46.518056 | BiRNN_Run | 4 | 5 | 1.953846 | 2.072539 |
6 | 2025-12-15T12:42:46.518056 | BiRNN_Run | 5 | 6 | 1.949622 | 1.955698 |
7 | 2025-12-15T12:42:46.518056 | BiRNN_Run | 6 | 7 | 1.927663 | 1.943966 |
8 | 2025-12-15T12:42:46.518056 | BiRNN_Run | 7 | 8 | 1.92893 | 1.919955 |
9 | 2025-12-15T12:42:46.518056 | BiRNN_Run | 8 | 9 | 1.916218 | 1.943764 |
10 | 2025-12-15T12:42:46.518056 | BiRNN_Run | 9 | 10 | 1.909676 | 1.910303 |
11 | 2025-12-15T12:43:16.240365 | BiLSTM_Run | 0 | 1 | 2.251265 | 2.127245 |
12 | 2025-12-15T12:43:45.600516 | BiLSTM_Run | 1 | 2 | 2.039001 | 2.032046 |
13 | 2025-12-15T12:44:14.916480 | BiLSTM_Run | 2 | 3 | 1.915678 | 1.869989 |
14 | 2025-12-15T12:44:43.732774 | BiLSTM_Run | 3 | 4 | 1.837117 | 1.852919 |
15 | 2025-12-15T12:45:12.563010 | BiLSTM_Run | 4 | 5 | 1.804287 | 1.824393 |
16 | 2025-12-15T12:45:41.892543 | BiLSTM_Run | 5 | 6 | 1.780009 | 1.838584 |
17 | 2025-12-15T12:46:11.262899 | BiLSTM_Run | 6 | 7 | 1.759576 | 1.811868 |
18 | 2025-12-15T12:46:40.638172 | BiLSTM_Run | 7 | 8 | 1.740963 | 1.816928 |
19 | 2025-12-15T12:47:09.955149 | BiLSTM_Run | 8 | 9 | 1.71846 | 1.804247 |
20 | 2025-12-15T12:47:38.847101 | BiLSTM_Run | 9 | 10 | 1.706671 | 1.798823 |
21 | 2025-12-15T13:24:13.460930 | BiRNN_Run_v2 | 0 | 1 | 2.197601 | 2.072714 |
22 | 2025-12-15T13:24:29.839239 | BiRNN_Run_v2 | 1 | 2 | 2.011153 | 1.997111 |
23 | 2025-12-15T13:24:46.177187 | BiRNN_Run_v2 | 2 | 3 | 1.966463 | 2.143158 |
24 | 2025-12-15T13:25:02.568627 | BiRNN_Run_v2 | 3 | 4 | 1.937786 | 1.949079 |
25 | 2025-12-15T13:25:18.429320 | BiRNN_Run_v2 | 4 | 5 | 1.922309 | 1.951858 |
26 | 2025-12-15T13:25:34.746678 | BiRNN_Run_v2 | 5 | 6 | 1.901594 | 1.908415 |
27 | 2025-12-15T13:25:51.115233 | BiRNN_Run_v2 | 6 | 7 | 1.888727 | 1.914754 |
28 | 2025-12-15T13:26:07.416568 | BiRNN_Run_v2 | 7 | 8 | 1.878229 | 1.901036 |
29 | 2025-12-15T13:26:23.729214 | BiRNN_Run_v2 | 8 | 9 | 1.871665 | 1.95316 |
30 | 2025-12-15T13:26:40.064983 | BiRNN_Run_v2 | 9 | 10 | 1.856648 | 1.915681 |
31 | 2025-12-15T13:26:56.411910 | BiRNN_Run_v2 | 10 | 11 | 1.846735 | 1.911522 |
32 | 2025-12-15T13:27:12.700867 | BiRNN_Run_v2 | 11 | 12 | 1.83566 | 1.922437 |
33 | 2025-12-15T13:27:29.060416 | BiRNN_Run_v2 | 12 | 13 | 1.823479 | 1.894014 |
34 | 2025-12-15T13:27:45.391712 | BiRNN_Run_v2 | 13 | 14 | 1.814203 | 1.912743 |
35 | 2025-12-15T13:28:01.775204 | BiRNN_Run_v2 | 14 | 15 | 1.803454 | 1.927934 |
36 | 2025-12-15T13:28:18.069612 | BiRNN_Run_v2 | 15 | 16 | 1.794344 | 1.896394 |
37 | 2025-12-15T13:28:34.450518 | BiRNN_Run_v2 | 16 | 17 | 1.789363 | 1.911092 |
38 | 2025-12-15T13:28:50.778216 | BiRNN_Run_v2 | 17 | 18 | 1.780616 | 1.904286 |
39 | 2025-12-15T13:29:07.146746 | BiRNN_Run_v2 | 18 | 19 | 1.769229 | 1.902838 |
40 | 2025-12-15T13:29:23.430159 | BiRNN_Run_v2 | 19 | 20 | 1.762255 | 1.908014 |
41 | 2025-12-15T13:29:39.256848 | BiRNN_Run_v2 | 20 | 21 | 1.751866 | 1.921884 |
42 | 2025-12-15T13:29:55.678650 | BiRNN_Run_v2 | 21 | 22 | 1.742573 | 1.913873 |
43 | 2025-12-15T13:30:11.989584 | BiRNN_Run_v2 | 22 | 23 | 1.737544 | 1.925784 |
44 | 2025-12-15T13:30:28.289360 | BiRNN_Run_v2 | 23 | 24 | 1.725371 | 1.946435 |
45 | 2025-12-15T13:30:44.632661 | BiRNN_Run_v2 | 24 | 25 | 1.722889 | 2.009306 |
46 | 2025-12-15T13:31:36.985043 | BiLSTM_Run_v2 | 0 | 1 | 2.193415 | 2.002104 |
47 | 2025-12-15T13:32:28.327266 | BiLSTM_Run_v2 | 1 | 2 | 1.91506 | 1.8523 |
48 | 2025-12-15T13:33:19.651331 | BiLSTM_Run_v2 | 2 | 3 | 1.814225 | 1.807526 |
49 | 2025-12-15T13:34:11.462073 | BiLSTM_Run_v2 | 3 | 4 | 1.765406 | 1.79745 |
50 | 2025-12-15T13:35:01.841086 | BiLSTM_Run_v2 | 4 | 5 | 1.720125 | 1.796614 |
51 | 2025-12-15T13:35:53.711589 | BiLSTM_Run_v2 | 5 | 6 | 1.673804 | 1.77175 |
52 | 2025-12-15T13:36:45.034295 | BiLSTM_Run_v2 | 6 | 7 | 1.630723 | 1.779099 |
53 | 2025-12-15T13:37:37.340076 | BiLSTM_Run_v2 | 7 | 8 | 1.580388 | 1.800153 |
54 | 2025-12-15T13:38:29.630368 | BiLSTM_Run_v2 | 8 | 9 | 1.531336 | 1.804613 |
55 | 2025-12-15T13:39:21.576757 | BiLSTM_Run_v2 | 9 | 10 | 1.475941 | 1.857315 |
56 | 2025-12-15T13:40:12.904724 | BiLSTM_Run_v2 | 10 | 11 | 1.42719 | 1.883052 |
57 | 2025-12-15T13:41:04.740799 | BiLSTM_Run_v2 | 11 | 12 | 1.375462 | 1.96535 |
58 | 2025-12-15T13:41:56.058842 | BiLSTM_Run_v2 | 12 | 13 | 1.320386 | 1.998969 |
59 | 2025-12-15T13:42:47.935697 | BiLSTM_Run_v2 | 13 | 14 | 1.271652 | 2.031718 |
60 | 2025-12-15T13:43:39.284590 | BiLSTM_Run_v2 | 14 | 15 | 1.22664 | 2.117535 |
61 | 2025-12-15T13:44:31.669257 | BiLSTM_Run_v2 | 15 | 16 | 1.179507 | 2.1312 |
62 | 2025-12-15T13:45:23.023960 | BiLSTM_Run_v2 | 16 | 17 | 1.13368 | 2.220473 |
63 | 2025-12-15T13:46:15.333953 | BiLSTM_Run_v2 | 17 | 18 | 1.092346 | 2.284533 |
64 | 2025-12-15T13:47:06.639778 | BiLSTM_Run_v2 | 18 | 19 | 1.053358 | 2.347539 |
65 | 2025-12-15T13:47:58.481265 | BiLSTM_Run_v2 | 19 | 20 | 1.016425 | 2.407079 |
66 | 2025-12-15T13:48:50.806459 | BiLSTM_Run_v2 | 20 | 21 | 0.984667 | 2.431248 |
67 | 2025-12-15T13:49:42.143586 | BiLSTM_Run_v2 | 21 | 22 | 0.953932 | 2.520123 |
68 | 2025-12-15T13:50:32.476251 | BiLSTM_Run_v2 | 22 | 23 | 0.920473 | 2.546387 |
69 | 2025-12-15T13:51:23.783844 | BiLSTM_Run_v2 | 23 | 24 | 0.89929 | 2.651258 |
70 | 2025-12-15T13:52:14.122283 | BiLSTM_Run_v2 | 24 | 25 | 0.881455 | 2.660734 |
71 | 2025-12-15T14:01:59.772664 | BiLSTM_Run_v3 | 0 | 1 | 2.179633 | 2.043684 |
72 | 2025-12-15T14:02:34.620568 | BiLSTM_Run_v3 | 1 | 2 | 1.930251 | 1.891575 |
73 | 2025-12-15T14:03:09.059933 | BiLSTM_Run_v3 | 2 | 3 | 1.821652 | 1.811877 |
74 | 2025-12-15T14:03:42.870490 | BiLSTM_Run_v3 | 3 | 4 | 1.771479 | 1.8041 |
75 | 2025-12-15T14:04:17.243050 | BiLSTM_Run_v3 | 4 | 5 | 1.731033 | 1.805343 |
76 | 2025-12-15T14:04:52.102853 | BiLSTM_Run_v3 | 5 | 6 | 1.688248 | 1.791541 |
77 | 2025-12-15T14:05:26.466247 | BiLSTM_Run_v3 | 6 | 7 | 1.644442 | 1.807699 |
78 | 2025-12-15T14:06:00.811552 | BiLSTM_Run_v3 | 7 | 8 | 1.604879 | 1.809987 |
79 | 2025-12-15T14:06:34.642667 | BiLSTM_Run_v3 | 8 | 9 | 1.559807 | 1.820981 |
80 | 2025-12-15T14:07:08.989923 | BiLSTM_Run_v3 | 9 | 10 | 1.513946 | 1.845169 |
81 | 2025-12-15T14:07:42.850168 | BiLSTM_Run_v3 | 10 | 11 | 1.465242 | 1.877519 |
82 | 2025-12-15T14:08:17.662607 | BiLSTM_Run_v3 | 11 | 12 | 1.415472 | 1.906185 |
83 | 2025-12-15T14:08:51.979233 | BiLSTM_Run_v3 | 12 | 13 | 1.369227 | 1.971631 |
84 | 2025-12-15T14:09:26.312389 | BiLSTM_Run_v3 | 13 | 14 | 1.321806 | 2.021843 |
85 | 2025-12-15T14:10:00.185666 | BiLSTM_Run_v3 | 14 | 15 | 1.279048 | 2.078313 |
86 | 2025-12-15T14:10:33.992754 | BiLSTM_Run_v3 | 15 | 16 | 1.234411 | 2.129997 |
87 | 2025-12-15T14:11:09.000381 | BiLSTM_Run_v3 | 16 | 17 | 1.195307 | 2.171092 |
88 | 2025-12-15T14:11:42.827759 | BiLSTM_Run_v3 | 17 | 18 | 1.157198 | 2.238222 |
89 | 2025-12-15T14:12:16.679270 | BiLSTM_Run_v3 | 18 | 19 | 1.118628 | 2.337615 |
90 | 2025-12-15T14:12:50.515783 | BiLSTM_Run_v3 | 19 | 20 | 1.080238 | 2.314578 |
91 | 2025-12-15T14:29:50.083362 | BiLSTM_Run_v4 | 0 | 1 | 2.184633 | 2.032838 |
92 | 2025-12-15T14:30:25.974170 | BiLSTM_Run_v4 | 1 | 2 | 1.93176 | 1.82695 |
93 | 2025-12-15T14:31:01.264636 | BiLSTM_Run_v4 | 2 | 3 | 1.824305 | 1.81343 |
94 | 2025-12-15T14:31:36.135945 | BiLSTM_Run_v4 | 3 | 4 | 1.777371 | 1.778041 |
95 | 2025-12-15T14:32:11.027396 | BiLSTM_Run_v4 | 4 | 5 | 1.737245 | 1.792717 |
96 | 2025-12-15T14:32:46.361437 | BiLSTM_Run_v4 | 5 | 6 | 1.701092 | 1.759618 |
97 | 2025-12-15T14:33:21.676969 | BiLSTM_Run_v4 | 6 | 7 | 1.665183 | 1.775283 |
98 | 2025-12-15T14:33:56.990683 | BiLSTM_Run_v4 | 7 | 8 | 1.632257 | 1.764707 |
99 | 2025-12-15T14:34:32.292195 | BiLSTM_Run_v4 | 8 | 9 | 1.594032 | 1.786555 |
100 | 2025-12-15T14:35:07.128583 | BiLSTM_Run_v4 | 9 | 10 | 1.551952 | 1.790475 |
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