Datasets:

Shanmuk4622
/

ldwcnet-brain-mri-2

train_loss float64 0.68 1.38	val_loss float64 0.45 1.31	train_acc float64 0.27 0.77	val_acc float64 0.36 0.92	train_f1 float64 0.26 0.78	val_f1 float64 0.25 0.92	val_f1_ema float64 0 0.15	lr float64 0 0
1.371609	1.191541	0.296554	0.529617	0.28869	0.448335	0	0.000017
1.322729	1.12292	0.326752	0.571429	0.315057	0.533048	0	0.000031
1.31762	1.108539	0.367402	0.58885	0.359643	0.553362	0	0.000054
1.307118	1.177235	0.387534	0.56446	0.37328	0.502268	0	0.000084
1.284983	1.122693	0.400697	0.567944	0.383886	0.51107	0	0.000119
1.288016	1.1018	0.407278	0.574913	0.393316	0.538085	0.065057	0.000156
1.264398	1.072401	0.428959	0.581882	0.412258	0.52689	0.06	0.000194
1.274187	1.138229	0.420054	0.529617	0.407727	0.505755	0.059816	0.000229
1.226938	1.065952	0.442896	0.571429	0.426038	0.516046	0.059816	0.000258
1.203113	1.040108	0.45722	0.592334	0.444198	0.581168	0.059816	0.000281
1.180691	1.019833	0.442122	0.58885	0.431973	0.558243	0.059816	0.000295
1.172466	0.906447	0.490128	0.644599	0.47999	0.6511	0.059816	0.0003
1.093996	1.156084	0.519164	0.473868	0.515326	0.474067	0.059816	0.0003
1.114452	0.846164	0.510259	0.658537	0.501949	0.631926	0.059816	0.0003
1.104991	0.902407	0.492451	0.641115	0.48587	0.625082	0.059816	0.000299
1.107936	1.036355	0.491676	0.585366	0.485714	0.602077	0.059816	0.000299
1.096229	1.091005	0.521874	0.515679	0.519116	0.503163	0.059816	0.000298
1.084855	0.831227	0.541618	0.69338	0.533101	0.694723	0.059816	0.000298
1.070297	0.928947	0.516067	0.627178	0.50718	0.625091	0.059816	0.000297
1.099424	0.838323	0.525358	0.703833	0.515857	0.698646	0.059816	0.000296
1.081432	0.872045	0.496709	0.651568	0.492767	0.650401	0.059816	0.000295
1.076052	0.831886	0.528455	0.686411	0.521579	0.674938	0.059816	0.000294
1.037133	0.853386	0.536198	0.665505	0.528973	0.666115	0.059816	0.000292
0.985123	0.824145	0.598916	0.682927	0.597315	0.675243	0.059816	0.000291
1.059173	0.817329	0.538521	0.731707	0.531688	0.735804	0.059816	0.000289
1.049486	0.960717	0.533488	0.609756	0.527529	0.619371	0.059816	0.000288
1.000421	0.785886	0.588463	0.662021	0.581501	0.611245	0.059816	0.000286
1.015377	0.804022	0.546264	0.658537	0.542658	0.6173	0.059816	0.000284
0.998933	0.739134	0.592334	0.724739	0.587244	0.699363	0.059816	0.000282
0.916357	0.703111	0.600852	0.756098	0.600194	0.75334	0.059816	0.00028
0.954791	0.827994	0.541618	0.686411	0.538239	0.685697	0.059816	0.000278
0.998162	0.733423	0.519551	0.783972	0.515429	0.778021	0.059816	0.000275
0.964263	0.71319	0.571816	0.773519	0.56673	0.767117	0.059816	0.000273
0.987102	0.717684	0.59969	0.71777	0.596418	0.688493	0.059816	0.00027
0.931423	0.762711	0.600465	0.773519	0.595924	0.766887	0.059816	0.000268
0.923173	0.764647	0.610143	0.696864	0.607278	0.636795	0.059816	0.000265
0.930685	0.629298	0.598529	0.839721	0.597376	0.838039	0.059816	0.000262
0.920949	0.720848	0.595819	0.707317	0.5905	0.674014	0.059816	0.000259
0.959501	0.681602	0.58343	0.773519	0.576871	0.773713	0.059816	0.000256
0.915507	0.752659	0.633372	0.731707	0.630202	0.733046	0.059816	0.000253
0.95937	0.639244	0.608208	0.836237	0.604211	0.828934	0.059816	0.00025
0.933806	0.646971	0.598529	0.749129	0.593176	0.72262	0.059816	0.000246
0.897202	0.751066	0.653504	0.773519	0.648613	0.76744	0.059816	0.000243
0.877662	0.59543	0.675184	0.836237	0.674308	0.830702	0.059816	0.000239
0.902873	0.733931	0.606659	0.74216	0.605332	0.724769	0.059816	0.000236
0.927054	0.625524	0.61866	0.832753	0.617487	0.832601	0.059816	0.000232
0.859279	0.621389	0.655827	0.787456	0.656046	0.783077	0.059816	0.000229
0.880108	0.6504	0.643825	0.804878	0.641892	0.801112	0.059816	0.000225
0.883097	0.57345	0.650407	0.860627	0.649141	0.860675	0.059816	0.000221
0.900761	0.613966	0.623693	0.811847	0.621501	0.81773	0.057099	0.000217
0.88262	0.576799	0.60511	0.853659	0.601662	0.853722	0.057099	0.000213
0.897188	0.638755	0.590786	0.825784	0.591059	0.825163	0.057453	0.000209
0.831942	0.614544	0.67712	0.787456	0.67577	0.788771	0.057099	0.000205
0.827478	0.630068	0.656214	0.797909	0.655326	0.809137	0.057453	0.000201
0.838964	0.550521	0.683314	0.867596	0.681392	0.868752	0.057453	0.000197
0.861026	0.599468	0.643438	0.829268	0.640254	0.82337	0.057099	0.000193
0.823829	0.610026	0.614789	0.818815	0.614666	0.82369	0.057453	0.000189
0.858499	0.565793	0.634533	0.843206	0.631006	0.847608	0.057453	0.000184
0.825214	0.57213	0.671312	0.836237	0.673673	0.837089	0.050794	0.00018
0.838935	0.558398	0.679055	0.867596	0.677504	0.865734	0.057453	0.000176
0.826536	0.615222	0.712737	0.839721	0.711869	0.836923	0.057453	0.000172
0.907835	0.543601	0.616725	0.874564	0.614461	0.875528	0.050633	0.000167
0.826664	0.525535	0.641889	0.878049	0.639401	0.875836	0.044773	0.000163
0.799457	0.535057	0.672087	0.843206	0.670891	0.845314	0.044868	0.000159
0.749504	0.525187	0.735966	0.881533	0.73591	0.879173	0.046163	0.000154
0.76414	0.520857	0.6988	0.87108	0.699201	0.867957	0.041763	0.00015
0.742305	0.491628	0.739063	0.881533	0.737837	0.883432	0.050815	0.000146
0.773798	0.515592	0.716221	0.874564	0.721372	0.887733	0.047923	0.000141
0.815469	0.531812	0.691831	0.864111	0.691515	0.868046	0.050794	0.000137
0.812234	0.497963	0.663569	0.888502	0.663468	0.892507	0.053334	0.000132
0.732291	0.479245	0.747967	0.881533	0.747901	0.878787	0.05205	0.000128
0.836669	0.548844	0.663182	0.857143	0.658098	0.861387	0.058462	0.000124
0.77016	0.483742	0.700736	0.891986	0.695573	0.890332	0.059816	0.00012
0.717615	0.495281	0.754162	0.881533	0.755255	0.886849	0.059816	0.000115
0.863988	0.513337	0.624081	0.857143	0.619658	0.853318	0.059816	0.000111
0.680921	0.491704	0.758033	0.885017	0.759042	0.888614	0.059816	0.000107
0.741718	0.494488	0.742935	0.905923	0.741967	0.912819	0.059816	0.000103
0.74477	0.483717	0.751452	0.891986	0.753795	0.897603	0.059816	0.000099
0.843936	0.496616	0.680991	0.905923	0.677784	0.909841	0.059816	0.000095
0.780606	0.491776	0.698026	0.881533	0.697115	0.885777	0.059816	0.00009
0.79997	0.514482	0.657375	0.891986	0.657607	0.89735	0.059816	0.000087
0.709855	0.469462	0.710414	0.916376	0.70801	0.921983	0.059816	0.000083
0.745086	0.47741	0.747193	0.902439	0.745968	0.905129	0.059816	0.000079
0.839411	0.518338	0.662021	0.874564	0.661877	0.881897	0.059816	0.000075
0.735204	0.496734	0.703446	0.87108	0.702652	0.874514	0.059816	0.000071
0.794488	0.477632	0.69609	0.89547	0.697237	0.90159	0.059816	0.000067
0.707695	0.477617	0.722029	0.905923	0.719969	0.910747	0.059816	0.000064
0.748345	0.479993	0.71506	0.898955	0.714088	0.90478	0.059816	0.00006
0.717264	0.49359	0.677507	0.898955	0.672888	0.903716	0.059816	0.000057
0.771244	0.47269	0.716609	0.89547	0.714792	0.895225	0.059816	0.000054
0.792463	0.458198	0.73945	0.902439	0.74092	0.901141	0.059816	0.00005
0.733506	0.469657	0.746032	0.909408	0.749075	0.916135	0.059816	0.000047
0.778183	0.469424	0.707317	0.912892	0.705962	0.917011	0.059816	0.000044
0.73708	0.460919	0.691831	0.905923	0.690139	0.907667	0.059816	0.000041
0.814199	0.468577	0.660472	0.902439	0.656529	0.910439	0.059816	0.000038
0.78093	0.465922	0.696864	0.902439	0.694569	0.909591	0.059816	0.000035
0.765084	0.453496	0.72319	0.909408	0.721549	0.915718	0.059816	0.000032
0.748399	0.457431	0.687573	0.905923	0.689305	0.911138	0.059816	0.00003
0.725342	0.457832	0.740612	0.912892	0.737219	0.920497	0.059816	0.000027
0.699582	0.452636	0.774681	0.916376	0.777125	0.921882	0.059816	0.000025

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