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satyanshi431
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dl-npppe2-dataset

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train · 139 rows

id float64	timestamp string	run_name string	step int64	epoch int64	val_f1_q8 float64	val_f1_q3 float64	final_hmean_f1 float64	val_loss float64
1	2025-12-14T17:31:16.522065	lstm	0	0	0.074892	0.333105	0.12229	3.311341
null	2025-12-14T17:35:57.946609	lstm	1	0	0.525204	0.651792	0.581691	2.073805
null	2025-12-14T17:37:14.871187	lstm	2	1	0.535735	0.659394	0.591167	2.034695
null	2025-12-14T17:45:32.364807	birnn	0	0	0.144092	0.331322	0.200839	3.189636
null	2025-12-14T17:46:26.793930	birnn	1	0	0.525059	0.650577	0.581117	2.076103
null	2025-12-14T17:47:21.580847	birnn	2	1	0.559075	0.685366	0.615812	1.933731
null	2025-12-14T18:02:33.943071	birnn	3	0	0.081819	0.282697	0.126908	3.25901
null	2025-12-14T18:03:29.256855	birnn	4	0	0.52881	0.652424	0.584149	2.065424
null	2025-12-14T18:04:23.749843	birnn	5	1	0.559305	0.684156	0.615463	1.94247
null	2025-12-14T18:05:18.756941	birnn	6	2	0.55973	0.682706	0.615132	1.942888
null	2025-12-14T18:06:13.785913	birnn	7	3	0.569852	0.694833	0.626167	1.892457
null	2025-12-14T18:07:09.208141	birnn	8	4	0.573889	0.695219	0.628754	1.883257
null	2025-12-14T18:08:03.782307	birnn	9	5	0.57063	0.691653	0.62534	1.899438
null	2025-12-14T18:08:58.700561	birnn	10	6	0.581066	0.702995	0.636242	1.84832
null	2025-12-14T18:09:53.609621	birnn	11	7	0.586765	0.707832	0.641638	1.822704
null	2025-12-14T18:10:49.535089	birnn	12	8	0.586222	0.707687	0.641253	1.822892
null	2025-12-14T18:11:44.995554	birnn	13	9	0.58358	0.705212	0.638656	1.836753
null	2025-12-14T18:11:50.906932	lstm	3	0	0.136205	0.378781	0.200362	3.208597
null	2025-12-14T18:13:08.394063	lstm	4	0	0.527309	0.653146	0.583521	2.063786
null	2025-12-14T18:14:27.035973	lstm	5	1	0.542358	0.66497	0.597438	2.009123
null	2025-12-14T18:15:45.046626	lstm	6	2	0.565525	0.686166	0.620031	1.928602
null	2025-12-14T18:17:03.547890	lstm	7	3	0.580898	0.702251	0.635836	1.852475
null	2025-12-14T18:18:21.508664	lstm	8	4	0.586939	0.708745	0.642116	1.812905
null	2025-12-14T18:19:39.627161	lstm	9	5	0.585858	0.707373	0.640907	1.825708
null	2025-12-14T18:20:57.618699	lstm	10	6	0.593517	0.714814	0.648542	1.790393
null	2025-12-14T18:22:16.389822	lstm	11	7	0.594474	0.714321	0.64891	1.788759
null	2025-12-14T18:23:34.885906	lstm	12	8	0.59799	0.717339	0.65225	1.771186
null	2025-12-14T18:24:52.853234	lstm	13	9	0.5957	0.714327	0.649642	1.795941
null	2025-12-14T19:01:52.422323	lstm	14	0	0.116727	0.372265	0.177727	3.214538
null	2025-12-14T19:03:09.979383	lstm	15	0	0.527057	0.652962	0.583293	2.065692
null	2025-12-14T19:04:27.949400	lstm	16	1	0.544211	0.666695	0.599258	2.004678
null	2025-12-14T19:05:46.039247	lstm	17	2	0.554451	0.678491	0.610231	1.959957
null	2025-12-14T19:07:04.103688	lstm	18	3	0.582645	0.704361	0.637747	1.840676
null	2025-12-14T19:08:22.240164	lstm	19	4	0.584526	0.706785	0.639868	1.827297
null	2025-12-14T19:09:40.400666	lstm	20	5	0.590466	0.712613	0.645815	1.801734
null	2025-12-14T19:10:58.946063	lstm	21	6	0.590986	0.712361	0.646022	1.800094
null	2025-12-14T19:12:16.547473	lstm	22	7	0.590796	0.712518	0.645973	1.804979
null	2025-12-14T19:13:34.603309	lstm	23	8	0.593422	0.71464	0.648414	1.789838
null	2025-12-14T19:14:52.637508	lstm	24	9	0.594099	0.716219	0.649468	1.785603
null	2025-12-14T19:16:10.706423	lstm	25	10	0.597162	0.717887	0.651983	1.778365
null	2025-12-14T19:17:28.745648	lstm	26	11	0.594653	0.714651	0.649153	1.80533
null	2025-12-14T19:18:46.875580	lstm	27	12	0.592341	0.713946	0.647483	1.815204
null	2025-12-14T19:20:04.932399	lstm	28	13	0.591608	0.712787	0.646569	1.830421
null	2025-12-14T19:21:22.912834	lstm	29	14	0.591804	0.711902	0.646321	1.828864
null	2025-12-14T19:22:40.878930	lstm	30	15	0.59308	0.713996	0.647945	1.834601
null	2025-12-15T15:10:28.020947	birnn	14	3	0.554389	0.674023	0.608381	1.995017
null	2025-12-15T15:11:44.522866	birnn	15	4	0.581335	0.701943	0.635971	1.847228
null	2025-12-15T15:13:01.027258	birnn	16	5	0.573732	0.695023	0.62858	1.897835
null	2025-12-15T15:14:16.995593	birnn	17	6	0.576414	0.697246	0.631098	1.868788
null	2025-12-15T15:15:33.508914	birnn	18	7	0.586026	0.705766	0.640347	1.83325
null	2025-12-15T15:16:50.133920	birnn	19	8	0.586928	0.707905	0.641765	1.824034
null	2025-12-15T15:18:06.740803	birnn	20	9	0.587784	0.708795	0.642643	1.837314
null	2025-12-15T15:19:22.734339	birnn	21	10	0.58662	0.706276	0.640911	1.837709
null	2025-12-15T15:20:39.270667	birnn	22	11	0.589307	0.709926	0.644017	1.834684
null	2025-12-15T15:21:55.903919	birnn	23	12	0.58962	0.709663	0.644096	1.822143
null	2025-12-15T15:23:12.780133	birnn	24	13	0.58564	0.706953	0.640604	1.849181
null	2025-12-15T15:24:28.703660	birnn	25	14	0.589133	0.70879	0.643446	1.837006
null	2025-12-15T15:25:45.274345	birnn	26	15	0.587347	0.707233	0.641739	1.851258
null	2025-12-15T15:27:01.279083	birnn	27	16	0.592319	0.712188	0.646746	1.833022
null	2025-12-15T15:28:17.822749	birnn	28	17	0.590242	0.711124	0.645069	1.840946
null	2025-12-15T15:29:33.870968	birnn	29	18	0.58952	0.7109	0.644545	1.845586
null	2025-12-15T15:30:50.366098	birnn	30	19	0.588781	0.710363	0.643882	1.845037
null	2025-12-15T15:30:57.034270	lstm	31	0	0.107194	0.369453	0.166174	3.287541
null	2025-12-15T15:32:54.016927	lstm	32	0	0.529689	0.654451	0.585497	2.062659
null	2025-12-15T15:34:51.213990	lstm	33	1	0.565525	0.685517	0.619766	1.920501
null	2025-12-15T15:36:48.722216	lstm	34	2	0.571369	0.694681	0.62702	1.886684
null	2025-12-15T15:38:46.905402	lstm	35	3	0.580041	0.706864	0.637204	1.834905
null	2025-12-15T15:40:44.514042	lstm	36	4	0.593231	0.714198	0.648119	1.795916
null	2025-12-15T15:42:41.655299	lstm	37	5	0.594933	0.716359	0.650024	1.783815
null	2025-12-15T15:44:38.817015	lstm	38	6	0.596848	0.717781	0.651752	1.783959
null	2025-12-15T15:46:35.818365	lstm	39	7	0.596322	0.716751	0.651014	1.788873
null	2025-12-15T15:48:32.946497	lstm	40	8	0.589648	0.712529	0.645291	1.816451
null	2025-12-15T15:50:29.980152	lstm	41	9	0.595885	0.715872	0.650391	1.821449
null	2025-12-15T15:52:27.489849	lstm	42	10	0.587482	0.710027	0.642967	1.862532
null	2025-12-15T15:54:24.046073	lstm	43	11	0.594581	0.715407	0.649422	1.848244
null	2025-12-15T16:12:56.231434	birnn	31	0	0.135245	0.329881	0.191839	3.203165
null	2025-12-15T16:14:11.787222	birnn	32	0	0.548544	0.676391	0.605796	1.99288
null	2025-12-15T16:15:28.726616	birnn	33	1	0.569998	0.695387	0.62648	1.889346
null	2025-12-15T16:16:45.863818	birnn	34	2	0.56576	0.689089	0.621364	1.910385
null	2025-12-15T16:18:02.957567	birnn	35	3	0.576878	0.698018	0.631693	1.866642
null	2025-12-15T16:19:19.051442	birnn	36	4	0.581911	0.701433	0.636107	1.846033
null	2025-12-15T16:20:35.817557	birnn	37	5	0.577757	0.700011	0.633036	1.864778
null	2025-12-15T16:21:52.935708	birnn	38	6	0.577903	0.697856	0.63224	1.86943
null	2025-12-15T16:23:09.552985	birnn	39	7	0.586804	0.709361	0.642289	1.814481
null	2025-12-15T16:24:26.194042	birnn	40	8	0.582656	0.706281	0.63854	1.828477
null	2025-12-15T16:25:42.812110	birnn	41	9	0.582023	0.703297	0.636939	1.866003
null	2025-12-15T16:26:58.878427	birnn	42	10	0.587493	0.70893	0.642524	1.833964
null	2025-12-15T16:28:15.387370	birnn	43	11	0.586916	0.706578	0.641212	1.83474
null	2025-12-15T16:29:31.424059	birnn	44	12	0.590902	0.711594	0.645657	1.826583
null	2025-12-15T16:30:47.465557	birnn	45	13	0.574639	0.698147	0.6304	1.908685
null	2025-12-15T16:32:03.888725	birnn	46	14	0.583468	0.705156	0.638566	1.859921
null	2025-12-15T16:33:20.530935	birnn	47	15	0.58625	0.707485	0.641187	1.851429
null	2025-12-15T16:34:38.472275	birnn	48	16	0.586642	0.704899	0.640356	1.897086
null	2025-12-15T16:35:55.956265	birnn	49	17	0.584313	0.705375	0.639162	1.900743
null	2025-12-15T16:36:05.201019	lstm	44	0	0.074	0.304437	0.11906	3.283718
null	2025-12-15T16:38:03.205684	lstm	45	0	0.544838	0.67226	0.601879	1.994943
null	2025-12-15T16:40:02.240709	lstm	46	1	0.574924	0.697957	0.630495	1.873102
null	2025-12-15T16:42:00.491992	lstm	47	2	0.584056	0.705946	0.639242	1.833516
null	2025-12-15T16:43:59.130104	lstm	48	3	0.589257	0.711169	0.644498	1.80398
null	2025-12-15T16:45:58.139003	lstm	49	4	0.595958	0.7167	0.650776	1.779091

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