Learning Rate	Train Loss	Valid Loss	Train Acc.	Valid Acc.	
0.100000	5.590404	5.046653	0.759549	2.928000	
0.100000	4.408831	3.900473	8.556548	14.154000	
0.100000	3.610413	3.194435	19.621156	25.572000	
0.100000	3.178770	2.847161	27.227493	32.144001	
0.100000	2.923760	2.652397	32.181610	36.570001	
0.100000	2.738929	2.456317	35.647631	40.112001	
0.100000	2.596901	2.499486	38.805959	39.634001	
0.100000	2.499301	2.362271	40.614149	42.394001	
0.100000	2.434130	2.146954	42.109995	47.100001	
0.100000	2.379901	2.185849	43.190414	46.448001	
0.100000	2.335135	2.083847	44.315011	48.404001	
0.100000	2.296979	2.082560	45.002480	48.816001	
0.100000	2.266562	2.071781	45.857360	49.028000	
0.100000	2.240724	2.033926	46.412295	49.734001	
0.100000	2.212554	2.041180	47.038535	49.710000	
0.100000	2.190750	2.044822	47.357856	49.758000	
0.100000	2.179020	2.073663	47.623698	49.064001	
0.100000	2.167091	1.993871	48.134456	50.442001	
0.100000	2.149483	1.982693	48.244513	51.208001	
0.100000	2.139547	2.047642	48.600260	49.536001	
0.100000	2.110664	2.011956	49.362909	50.222001	
0.100000	2.112214	1.942355	49.223400	51.754001	
0.100000	2.096120	1.941546	49.404762	51.812000	
0.100000	2.093273	2.003271	49.727958	50.154000	
0.100000	2.073693	1.916461	50.127883	52.416001	
0.100000	2.073497	1.924372	50.023251	52.310001	
0.100000	2.063248	1.912095	50.055804	52.618000	
0.100000	2.058034	2.006325	50.461155	50.712000	
0.100000	2.054106	1.868546	50.530134	53.820001	
0.100000	2.041999	1.871305	50.771174	53.310001	
0.100000	2.032970	1.874708	50.971137	53.564000	
0.100000	2.033623	1.857446	50.863405	53.834001	
0.100000	2.025505	1.845398	51.123822	53.746000	
0.100000	2.020128	1.860093	51.157924	53.994001	
0.100000	2.019083	1.888347	51.281157	53.358000	
0.100000	2.017894	1.836437	51.540799	54.238000	
0.100000	2.007995	1.811126	51.474919	54.836001	
0.100000	2.002246	1.831976	51.652406	54.298000	
0.100000	2.001156	1.818522	51.629154	54.582001	
0.100000	1.992233	1.800382	51.750062	54.686001	
0.100000	1.992888	1.816487	51.795015	54.540001	
0.100000	1.981465	1.837459	52.059307	54.290000	
0.100000	1.973105	1.818342	52.203466	54.978001	
0.100000	1.972134	1.852729	52.202691	53.886001	
0.100000	1.968626	1.815939	52.205791	54.770000	
0.100000	1.959874	1.818787	52.484034	54.860001	
0.100000	1.968816	1.837250	52.409629	53.866001	
0.100000	1.961920	1.782512	52.621993	55.708001	
0.100000	1.969543	1.801525	52.237568	55.170001	
0.100000	1.954564	1.814196	52.889385	55.046001	
0.100000	1.956510	1.805261	52.722749	54.922000	
0.100000	1.945594	1.862990	52.909536	53.800001	
0.100000	1.950260	1.822842	52.944413	54.950001	
0.100000	1.946154	1.778489	52.901786	55.966001	
0.100000	1.943984	1.760701	52.997117	56.198001	
0.100000	1.939034	1.802775	53.060671	54.988000	
0.100000	1.930665	1.796930	53.277685	55.026001	
0.100000	1.930955	1.785943	53.355190	55.698001	
0.100000	1.922266	1.833036	53.516400	54.332001	
0.100000	1.932919	1.765524	53.207155	56.012001	
0.100000	1.930093	1.780783	53.237382	55.706000	
0.100000	1.931134	1.918257	53.366815	52.450001	
0.100000	1.922787	1.821755	53.499349	54.704001	
0.100000	1.914875	1.773247	53.743490	56.330001	
0.100000	1.912509	1.760953	53.758991	56.094001	
0.100000	1.921496	1.796091	53.453621	55.504000	
0.100000	1.907854	1.786993	53.759766	55.334000	
0.100000	1.909351	1.775009	53.857422	55.552000	
0.100000	1.901948	1.720657	54.103888	56.854001	
0.100000	1.908481	1.815260	53.841146	55.006000	
0.100000	1.896341	1.759256	54.026383	56.034001	
0.100000	1.891148	1.735204	54.163566	56.682000	
0.100000	1.893012	1.732035	54.054284	56.748001	
0.100000	1.892737	1.758494	54.140315	56.396001	
0.100000	1.893704	1.716179	54.150391	57.082001	
0.100000	1.887836	1.867872	54.151941	53.504000	
0.100000	1.886596	1.802582	54.157366	55.282000	
0.100000	1.887474	1.736754	54.424758	57.098001	
0.100000	1.879001	1.749057	54.386006	56.326000	
0.100000	1.880337	1.679743	54.306951	58.036000	
0.100000	1.874298	1.757687	54.515439	56.170000	
0.100000	1.874044	1.702086	54.602245	57.656001	
0.100000	1.877234	1.737357	54.451110	56.882001	
0.100000	1.856248	1.669994	55.021546	58.408001	
0.100000	1.874893	1.757476	54.499938	56.316001	
0.100000	1.860014	1.701027	55.039373	57.584000	
0.100000	1.872791	1.760272	54.410807	56.192000	
0.100000	1.870687	1.705024	54.761905	57.468001	
0.100000	1.858336	1.663728	55.048673	58.428000	
0.100000	1.861061	1.751441	54.875062	56.010000	
0.100000	1.846016	1.700645	55.246311	57.274000	
0.100000	1.862235	1.703181	54.817708	57.702001	
0.100000	1.858748	1.753502	54.892888	56.616000	
0.100000	1.849845	1.694162	55.199033	57.712001	
0.100000	1.840102	1.723095	55.230035	57.060001	
0.100000	1.848833	1.697175	55.007595	57.738001	
0.100000	1.842927	1.686001	55.171906	58.114001	
0.100000	1.841016	1.658356	55.200583	58.320001	
0.100000	1.838802	1.686979	55.450924	58.062001	
0.100000	1.830930	1.682735	55.529204	58.352001	
0.100000	1.829683	1.668199	55.436198	58.366001	
0.100000	1.826768	1.694521	55.595083	57.826000	
0.100000	1.822792	1.731365	55.805122	57.064000	
0.100000	1.826629	1.674423	55.589658	58.196001	
0.100000	1.826204	1.712334	55.671038	57.660000	
0.100000	1.815370	1.703540	55.977958	57.494001	
0.100000	1.815857	1.644180	55.861700	59.050001	
0.100000	1.817555	1.678417	55.806672	57.994001	
0.100000	1.811239	1.657431	55.813647	58.754000	
0.100000	1.819316	1.677909	55.850074	58.386001	
0.100000	1.810038	1.678143	56.071739	58.432001	
0.100000	1.810164	1.663075	56.082589	58.494000	
0.100000	1.809711	1.678947	56.018260	58.192001	
0.100000	1.808564	1.696413	56.068638	58.004001	
0.100000	1.797054	1.684473	56.378658	58.218001	
0.100000	1.797578	1.640180	56.394934	59.288001	
0.100000	1.788487	1.632265	56.628999	59.210001	
0.100000	1.802272	1.651701	56.260076	58.748001	
0.100000	1.786462	1.620273	56.745257	59.528000	
0.100000	1.788546	1.623448	56.597222	59.466001	
0.100000	1.785589	1.633871	56.495691	59.362001	
0.100000	1.791228	1.615248	56.446863	59.762001	
0.100000	1.779752	1.615687	56.831287	59.908001	
0.100000	1.789685	1.642704	56.517392	59.628001	
0.100000	1.782786	1.606478	56.627449	60.346001	
0.100000	1.785296	1.654048	56.729756	58.632000	
0.100000	1.778167	1.647922	56.674727	58.550000	
0.100000	1.777522	1.691811	56.925843	57.934000	
0.100000	1.775427	1.661950	56.759208	58.832001	
0.100000	1.761607	1.713581	57.183935	57.280001	
0.100000	1.758152	1.610857	57.173084	59.810001	
0.100000	1.764133	1.621821	57.259890	59.634001	
0.100000	1.760426	1.600640	57.266090	60.074001	
0.100000	1.765475	1.668164	57.008774	58.852001	
0.100000	1.752211	1.663846	57.383898	58.428001	
0.100000	1.753976	1.714972	57.354446	57.156001	
0.100000	1.745842	1.699299	57.567584	57.868000	
0.100000	1.746768	1.578924	57.611762	60.646001	
0.100000	1.756007	1.582942	57.352896	60.680000	
0.100000	1.743073	1.603185	57.573785	60.420001	
0.100000	1.746899	1.602362	57.665241	59.848001	
0.100000	1.741411	1.613939	57.747396	59.872001	
0.100000	1.741803	1.578554	57.556734	60.670000	
0.100000	1.730209	1.555174	57.944258	61.132000	
0.100000	1.741167	1.599335	57.671441	60.092001	
0.100000	1.724664	1.572014	58.027964	60.800001	
0.100000	1.731207	1.593744	57.832651	60.088001	
0.100000	1.720938	1.615800	58.055091	59.678001	
0.100000	1.721559	1.584672	58.239552	60.408002	
0.100000	1.719741	1.585136	58.314732	60.394001	
0.100000	1.722246	1.652543	58.062066	58.776001	
0.100000	1.718347	1.618310	58.219401	59.564001	
0.100000	1.703481	1.586991	58.597625	60.496001	
0.100000	1.714590	1.557218	58.209325	60.988001	
0.100000	1.708725	1.571387	58.524771	60.818001	
0.100000	1.696197	1.602427	58.643353	60.256001	
0.100000	1.700887	1.567767	58.658854	61.114001	
0.100000	1.708540	1.553370	58.533296	61.412001	
0.100000	1.691144	1.573996	58.867343	60.706001	
0.100000	1.691246	1.544210	58.948723	61.448001	
0.100000	1.689660	1.572936	58.869668	60.896001	
0.100000	1.686415	1.558724	58.803013	61.068001	
0.100000	1.689800	1.566843	58.945623	61.096001	
0.100000	1.690260	1.536595	59.021577	61.930000	
0.100000	1.678441	1.544090	59.194413	61.168001	
0.100000	1.678976	1.612052	59.062655	60.044000	
0.100000	1.671370	1.543339	59.271143	61.270001	
0.100000	1.670385	1.527156	59.344773	61.888001	
0.100000	1.662976	1.528818	59.524585	61.914001	
0.100000	1.667865	1.614823	59.331597	59.818000	
0.100000	1.665026	1.509218	59.471106	62.326001	
0.100000	1.650876	1.494512	59.654793	62.624001	
0.100000	1.657632	1.515701	59.516059	62.272002	
0.100000	1.653506	1.512702	59.741598	62.202001	
0.100000	1.648582	1.507556	59.781901	62.306001	
0.100000	1.644101	1.512170	60.062469	62.348001	
0.100000	1.650802	1.530847	59.953962	61.832001	
0.100000	1.641997	1.513609	60.079520	62.394001	
0.100000	1.641399	1.512980	60.038442	62.244001	
0.100000	1.640792	1.505985	60.062469	62.446001	
0.100000	1.631960	1.506000	60.152375	62.578001	
0.100000	1.627416	1.540469	60.343037	61.700001	
0.100000	1.630898	1.505017	60.243831	62.428001	
0.100000	1.619093	1.527669	60.600353	62.058001	
0.100000	1.630244	1.529798	60.302734	62.286001	
0.100000	1.613231	1.530108	60.740637	62.070001	
0.100000	1.617231	1.520857	60.605779	62.266001	
0.100000	1.612179	1.470933	60.869296	63.430001	
0.100000	1.603044	1.495218	61.129712	62.664001	
0.100000	1.601785	1.458597	61.014230	63.642001	
0.100000	1.604391	1.510492	61.274647	62.572001	
0.100000	1.598023	1.499855	61.123512	62.596002	
0.100000	1.596484	1.460368	61.241319	63.578002	
0.100000	1.605269	1.465759	60.955326	63.442001	
0.100000	1.598590	1.518177	61.133588	62.400001	
0.100000	1.591438	1.463424	61.320375	63.628002	
0.100000	1.579466	1.477783	61.559865	63.156001	
0.100000	1.585214	1.449097	61.370753	63.664001	
0.100000	1.581549	1.487474	61.548239	63.006001	
0.100000	1.574896	1.448658	61.617994	63.996001	
0.100000	1.576419	1.427254	61.608693	64.358002	
0.100000	1.576199	1.492441	61.808656	62.950001	
0.100000	1.570364	1.475855	61.852059	63.070002	
0.100000	1.565430	1.475078	61.959790	63.364001	
0.100000	1.555786	1.473743	62.178354	63.476001	
0.100000	1.560037	1.426632	62.247334	64.308002	
0.100000	1.554897	1.415377	62.253534	64.512001	
0.100000	1.551888	1.446507	62.262060	63.920002	
0.100000	1.549422	1.497538	62.358941	62.578001	
0.100000	1.543557	1.450101	62.420170	63.654001	
0.100000	1.540164	1.433490	62.630983	64.218001	
0.100000	1.534564	1.416585	62.651910	64.692001	
0.100000	1.530053	1.415974	62.835596	64.656001	
0.100000	1.528127	1.405129	62.920077	64.864002	
0.100000	1.524781	1.418790	62.840247	64.796001	
0.100000	1.518291	1.411510	62.953404	64.950002	
0.100000	1.514115	1.403583	63.177393	65.180001	
0.100000	1.520996	1.413177	63.145616	64.714000	
0.100000	1.508390	1.424145	63.348679	64.586001	
0.100000	1.498486	1.395818	63.587395	65.136001	
0.100000	1.495612	1.399577	63.584294	65.094001	
0.100000	1.505885	1.383767	63.423084	65.438002	
0.100000	1.494855	1.369948	63.581194	65.786002	
0.100000	1.490302	1.378568	63.669550	65.540002	
0.100000	1.489047	1.375220	63.703652	65.812002	
0.100000	1.473637	1.377625	64.233011	65.752001	
0.100000	1.474681	1.372175	64.322917	65.660000	
0.100000	1.475493	1.357017	64.184183	66.242002	
0.100000	1.475512	1.380806	64.105903	65.636002	
0.100000	1.461704	1.360932	64.521329	66.182002	
0.100000	1.468617	1.394063	64.364769	65.322002	
0.100000	1.463444	1.374090	64.471726	65.576001	
0.100000	1.454771	1.341097	64.837550	66.472002	
0.100000	1.450378	1.367158	64.829799	65.902002	
0.100000	1.453768	1.348648	64.749969	66.284002	
0.100000	1.440871	1.341123	65.090991	66.576002	
0.100000	1.443539	1.351129	65.119668	66.370002	
0.100000	1.430498	1.362859	65.258402	66.208001	
0.100000	1.430133	1.345202	65.350632	66.424001	
0.100000	1.430930	1.361779	65.424262	65.974001	
0.100000	1.431093	1.344478	65.435888	66.604001	
0.100000	1.427326	1.333520	65.312655	66.884002	
0.100000	1.422471	1.339373	65.610274	66.478001	
0.100000	1.412527	1.324623	65.735832	66.982002	
0.100000	1.408839	1.343891	66.062903	66.748001	
0.100000	1.410723	1.320155	65.682354	67.180002	
0.100000	1.396929	1.315617	66.059803	67.224002	
0.100000	1.396361	1.315470	66.119482	67.172001	
0.100000	1.387933	1.310518	66.403925	67.436002	
0.100000	1.385684	1.302301	66.500806	67.494001	
0.100000	1.385807	1.300329	66.465154	67.630002	
0.100000	1.381590	1.302234	66.624814	67.622001	
0.100000	1.367820	1.297957	66.861204	67.702001	
0.100000	1.368667	1.290413	66.858104	67.818001	
0.100000	1.367438	1.291732	66.963511	67.882002	
0.100000	1.356014	1.289138	67.223152	67.920001	
0.100000	1.355059	1.289263	67.134797	67.902001	
0.100000	1.357746	1.283411	67.237878	68.188002	
0.100000	1.346630	1.281150	67.375062	67.986002	
0.100000	1.347025	1.281983	67.492094	67.952002	
0.100000	1.354709	1.284927	67.179750	68.108002	
0.100000	1.335493	1.275167	67.733135	68.272003	
0.100000	1.334758	1.277274	67.761037	68.042002	
0.100000	1.327844	1.268344	67.990451	68.438002	
0.100000	1.330449	1.272431	67.779638	68.240001	
0.100000	1.328343	1.261591	68.028429	68.572002	
0.100000	1.322836	1.272201	68.128410	68.242001	
0.100000	1.312031	1.256929	68.419054	68.700002	
0.100000	1.319448	1.259930	68.242343	68.552001	
0.100000	1.312446	1.259194	68.250868	68.790002	
0.100000	1.307911	1.249894	68.508185	68.858002	
0.100000	1.300220	1.249276	68.598090	68.932002	
0.100000	1.304154	1.246675	68.644593	68.988002	
0.100000	1.291383	1.253090	68.921286	68.862002	
0.100000	1.295218	1.244505	68.981740	69.058002	
0.100000	1.283125	1.240198	69.001116	69.132003	
0.100000	1.286891	1.242286	68.958488	69.084002	
0.100000	1.285884	1.240025	69.204954	69.220002	
0.100000	1.272792	1.238175	69.352214	69.206001	
0.100000	1.276902	1.233875	69.359964	69.302002	
0.100000	1.268372	1.232742	69.408792	69.316002	
0.100000	1.259817	1.230483	69.729663	69.408002	
0.100000	1.261262	1.228628	69.853671	69.554002	
0.100000	1.272229	1.228459	69.381665	69.430002	
0.100000	1.263901	1.228455	69.601780	69.356002	
0.100000	1.260735	1.225526	69.791667	69.482002	
0.100000	1.265225	1.225476	69.581628	69.508002	
0.100000	1.258925	1.223802	69.895523	69.540002	
0.100000	1.247178	1.223268	70.162915	69.546002	
0.100000	1.248364	1.223021	69.898624	69.686001	
0.100000	1.248904	1.222671	70.152065	69.574002	
0.100000	1.247173	1.221743	70.228020	69.614002	
0.100000	1.256555	1.221040	69.896298	69.650003	
0.100000	1.246534	1.221627	70.160590	69.624002	
0.100000	1.251681	1.221019	70.148189	69.664002	
0.100000	1.249123	1.221314	70.048208	69.684002	
0.100000	1.247798	1.220049	70.120288	69.662002	
0.100000	1.245306	1.220219	70.229570	69.676002	
0.100000	1.245499	1.221569	70.241195	69.674002	
0.100000	1.241060	1.219287	70.299324	69.670001	
