Datasets:

Shanmuk4622
/

ldwcnet-brain-mri-model

train_loss float64 0.73 1.39	val_loss float64 0.46 1.28	train_acc float64 0.26 0.76	val_acc float64 0.4 0.92	train_f1 float64 0.26 0.76	val_f1 float64 0.34 0.92	val_f1_ema float64 0 0.38	lr float64 0 0
1.391697	1.198838	0.300391	0.466899	0.28643	0.40211	0	0.000019
1.341372	1.079216	0.344922	0.58885	0.334364	0.555923	0	0.00004
1.308225	1.108709	0.368359	0.58885	0.357239	0.554763	0	0.000072
1.285529	1.148341	0.421484	0.533101	0.402234	0.476145	0	0.000112
1.281299	1.091009	0.4125	0.529617	0.395998	0.522749	0	0.000157
1.290984	1.113886	0.400391	0.529617	0.384642	0.500862	0.140913	0.000201
1.252138	1.123946	0.441406	0.466899	0.425337	0.433237	0.133536	0.000241
1.218083	1.01108	0.462891	0.599303	0.447587	0.594032	0.123181	0.000273
1.200673	0.950479	0.415234	0.634146	0.405176	0.614853	0.121742	0.000293
1.1844	0.951661	0.469141	0.682927	0.461971	0.663329	0.113025	0.0003
1.173114	0.980345	0.46875	0.627178	0.461544	0.586857	0.105572	0.0003
1.143403	0.97841	0.433203	0.56446	0.42768	0.549286	0.108069	0.0003
1.106812	0.883016	0.477344	0.665505	0.472609	0.668992	0.178571	0.000299
1.073353	0.955699	0.504297	0.641115	0.498578	0.604736	0.234195	0.000299
1.075095	0.928024	0.519531	0.620209	0.515732	0.56969	0.234231	0.000298
1.089094	0.826127	0.541016	0.703833	0.538374	0.702302	0.231105	0.000297
1.054405	0.969208	0.5625	0.634146	0.558569	0.568067	0.233601	0.000296
1.063202	0.890078	0.545313	0.66899	0.545603	0.646194	0.244538	0.000294
1.058068	0.832999	0.519922	0.724739	0.518776	0.71438	0.243189	0.000293
1.037097	0.832265	0.545703	0.703833	0.541709	0.691585	0.232936	0.000291
1.088566	0.858048	0.498047	0.655052	0.491343	0.606045	0.2016	0.000289
1.046614	0.771915	0.534375	0.752613	0.531575	0.754621	0.177227	0.000287
1.046821	0.772838	0.549609	0.700348	0.547501	0.650712	0.162016	0.000285
1.014394	0.7739	0.5625	0.763066	0.558417	0.763053	0.134544	0.000282
1.019515	0.778543	0.562891	0.66899	0.559398	0.646824	0.10393	0.00028
1.032787	0.731584	0.548047	0.752613	0.542955	0.743767	0.092988	0.000277
0.968326	0.732055	0.593359	0.735192	0.591198	0.730437	0.077371	0.000274
0.961311	0.73303	0.563672	0.770035	0.5614	0.764605	0.077395	0.000271
0.966789	0.692737	0.571094	0.766551	0.568657	0.761733	0.071148	0.000268
1.000216	0.740646	0.540625	0.703833	0.538613	0.664365	0.065179	0.000265
0.984925	0.758107	0.601953	0.790941	0.599316	0.779283	0.066619	0.000261
0.963883	0.734961	0.603125	0.777003	0.602776	0.780507	0.066254	0.000258
0.985576	0.725975	0.584375	0.808362	0.579147	0.805616	0.066254	0.000254
1.002915	0.669518	0.577344	0.790941	0.57328	0.780206	0.066254	0.00025
0.997627	0.702565	0.550391	0.801394	0.550428	0.803029	0.066138	0.000246
0.944674	0.635	0.609375	0.797909	0.607627	0.790653	0.06	0.000242
0.908958	0.643434	0.640234	0.797909	0.637401	0.789542	0.06	0.000238
0.950473	0.621506	0.569141	0.797909	0.566894	0.783721	0.06	0.000234
0.983878	0.625162	0.568359	0.832753	0.563655	0.832447	0.06	0.000229
0.909319	0.682462	0.615625	0.794425	0.615901	0.790953	0.059816	0.000225
0.917358	0.629647	0.621094	0.811847	0.617581	0.801787	0.059816	0.00022
0.916354	0.648471	0.601953	0.815331	0.60118	0.814466	0.059816	0.000216
0.90688	0.572226	0.582422	0.843206	0.578469	0.836542	0.059816	0.000211
0.880924	0.563146	0.641406	0.84669	0.638924	0.841344	0.059816	0.000206
0.922691	0.620367	0.597266	0.8223	0.594475	0.815099	0.059816	0.000201
0.903946	0.583184	0.633984	0.839721	0.632463	0.834106	0.059816	0.000196
0.894514	0.584526	0.609375	0.850174	0.609088	0.841741	0.059816	0.000191
0.909746	0.611749	0.596875	0.790941	0.595515	0.770823	0.059816	0.000186
0.919567	0.557839	0.607813	0.860627	0.604968	0.858802	0.059816	0.000181
0.89768	0.611233	0.666016	0.839721	0.664945	0.83036	0.059816	0.000176
0.889726	0.579186	0.641016	0.853659	0.64212	0.849329	0.059816	0.000171
0.873208	0.648064	0.639453	0.818815	0.638657	0.817442	0.059816	0.000166
0.83908	0.526826	0.713281	0.860627	0.718406	0.857813	0.059816	0.00016
0.876929	0.550786	0.602344	0.867596	0.598486	0.86646	0.059816	0.000155
0.846266	0.580829	0.651172	0.825784	0.647768	0.823148	0.059816	0.00015
0.836744	0.550013	0.643359	0.864111	0.642356	0.863067	0.059816	0.000145
0.820142	0.527477	0.633594	0.874564	0.631569	0.873288	0.059816	0.000139
0.847819	0.553751	0.689063	0.864111	0.687241	0.867396	0.059816	0.000134
0.726099	0.503236	0.697656	0.89547	0.696925	0.893632	0.059816	0.000129
0.805576	0.522285	0.708594	0.874564	0.709531	0.872748	0.059816	0.000124
0.811836	0.528917	0.651953	0.843206	0.648907	0.836811	0.059816	0.000119
0.856377	0.51772	0.655469	0.878049	0.653686	0.874283	0.059816	0.000114
0.829051	0.515025	0.700781	0.885017	0.699727	0.879011	0.059816	0.000109
0.80537	0.529911	0.70625	0.87108	0.705787	0.86915	0.059816	0.000104
0.810854	0.495705	0.651172	0.888502	0.650384	0.885934	0.059816	0.000099
0.904149	0.506899	0.644141	0.867596	0.643238	0.868295	0.059816	0.000094
0.842514	0.493987	0.653125	0.878049	0.651665	0.875066	0.059816	0.000089
0.903171	0.51232	0.627734	0.874564	0.625942	0.874801	0.059816	0.000084
0.844232	0.486859	0.664063	0.888502	0.661753	0.887483	0.059816	0.000079
0.726192	0.528586	0.764063	0.864111	0.763039	0.865653	0.059816	0.000075
0.821694	0.498136	0.704688	0.891986	0.705992	0.889391	0.059816	0.00007
0.812325	0.47121	0.660156	0.891986	0.656572	0.890722	0.059816	0.000066
0.821212	0.509052	0.709375	0.891986	0.707574	0.891781	0.059816	0.000062
0.825786	0.47519	0.677344	0.902439	0.677251	0.900935	0.059816	0.000058
0.79906	0.498015	0.709766	0.898955	0.709818	0.899465	0.059816	0.000053
0.737135	0.476609	0.722656	0.891986	0.720644	0.893467	0.059816	0.00005
0.726282	0.467468	0.666406	0.905923	0.665975	0.9057	0.059816	0.000046
0.821319	0.46751	0.650781	0.898955	0.650431	0.897897	0.059816	0.000042
0.762859	0.46715	0.662109	0.905923	0.661825	0.903848	0.059816	0.000038
0.775982	0.491695	0.714844	0.888502	0.716052	0.886933	0.059816	0.000035
0.770959	0.466894	0.699609	0.909408	0.700815	0.908885	0.059816	0.000032
0.770688	0.480073	0.688672	0.902439	0.691519	0.901048	0.059816	0.000029
0.72505	0.478249	0.702734	0.905923	0.703449	0.905647	0.059816	0.000026
0.812683	0.457087	0.692188	0.902439	0.688718	0.901367	0.059816	0.000023
0.759232	0.457231	0.682031	0.919861	0.683875	0.918029	0.059816	0.00002
0.780377	0.459718	0.696094	0.916376	0.693902	0.914849	0.059816	0.000017
0.801579	0.462082	0.648047	0.905923	0.647834	0.905647	0.059816	0.000015
0.814042	0.460339	0.678125	0.912892	0.676529	0.911853	0.059816	0.000013
0.8232	0.475253	0.687109	0.905923	0.685517	0.905379	0.059816	0.000011
0.745906	0.467402	0.741406	0.905923	0.741284	0.905776	0.059816	0.000009
0.814609	0.466593	0.691797	0.902439	0.691588	0.902609	0.059816	0.000007
0.757421	0.463469	0.699219	0.909408	0.699804	0.908816	0.059816	0.000006
0.845705	0.466686	0.682422	0.905923	0.681757	0.905543	0.059816	0.000004
0.731263	0.465867	0.709766	0.912892	0.709073	0.913485	0.059816	0.000003
0.793146	0.46678	0.701563	0.905923	0.701223	0.903848	0.059816	0.000002
0.782013	0.458541	0.708594	0.909408	0.710598	0.908816	0.059816	0.000001
0.815343	0.468344	0.651953	0.909408	0.648743	0.910339	0.059816	0.000001
0.778303	0.468686	0.637109	0.902439	0.636451	0.900935	0.059816	0
0.794843	0.462258	0.666016	0.909408	0.662814	0.910339	0.059816	0
0.768596	0.466331	0.729297	0.909408	0.728011	0.910098	0.059816	0

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