Training Loss	Epoch	Step	Validation Loss	Accuracy	Brier Loss	Nll	F1 Micro	F1 Macro	Ece	Aurc
No log	0.96	3	0.8895	0.82	0.3092	1.1901	0.82	0.8049	0.2293	0.0751
No log	1.96	6	0.8886	0.81	0.3071	1.1861	0.81	0.7912	0.2245	0.0705
No log	2.96	9	0.8747	0.815	0.3065	1.1876	0.815	0.8021	0.2265	0.0734
No log	3.96	12	0.8812	0.805	0.3085	1.2661	0.805	0.7783	0.2087	0.0761
No log	4.96	15	0.8874	0.81	0.3080	1.1831	0.81	0.7871	0.2325	0.0786
No log	5.96	18	0.8818	0.81	0.3089	1.2715	0.81	0.7960	0.2345	0.0788
No log	6.96	21	0.8790	0.81	0.3045	1.2619	0.81	0.7904	0.2235	0.0693
No log	7.96	24	0.8794	0.805	0.3084	1.2566	0.805	0.7884	0.2205	0.0787
No log	8.96	27	0.8838	0.815	0.3134	1.3380	0.815	0.8072	0.2230	0.0751
No log	9.96	30	0.8849	0.8	0.3132	1.3205	0.8000	0.7757	0.2229	0.0824
No log	10.96	33	0.8633	0.81	0.3061	1.3978	0.81	0.7938	0.2004	0.0756
No log	11.96	36	0.8746	0.81	0.3089	1.3970	0.81	0.7918	0.2346	0.0741
No log	12.96	39	0.8625	0.805	0.3078	1.1961	0.805	0.7945	0.2505	0.0854
No log	13.96	42	0.8636	0.815	0.3068	1.2113	0.815	0.8046	0.2371	0.0804
No log	14.96	45	0.8906	0.79	0.3157	1.3748	0.79	0.7777	0.2279	0.0847
No log	15.96	48	0.8601	0.805	0.3040	1.2977	0.805	0.7876	0.2176	0.0805
No log	16.96	51	0.8606	0.815	0.3083	1.4136	0.815	0.8077	0.2279	0.0787
No log	17.96	54	0.9013	0.8	0.3261	1.2494	0.8000	0.7886	0.2194	0.0871
No log	18.96	57	0.8653	0.805	0.3143	1.4166	0.805	0.7935	0.2170	0.0786
No log	19.96	60	0.8459	0.81	0.3030	1.2629	0.81	0.7953	0.2129	0.0892
No log	20.96	63	0.8689	0.795	0.3106	1.2823	0.795	0.7725	0.2099	0.0828
No log	21.96	66	0.8563	0.81	0.3016	1.2789	0.81	0.7954	0.2324	0.0742
No log	22.96	69	0.8998	0.785	0.3231	1.6511	0.785	0.7642	0.2178	0.1015
No log	23.96	72	0.8338	0.805	0.2971	1.0504	0.805	0.7868	0.2135	0.0645
No log	24.96	75	0.8423	0.8	0.3040	1.4777	0.8000	0.7771	0.2283	0.0689
No log	25.96	78	0.8775	0.8	0.3218	1.4206	0.8000	0.7774	0.2204	0.1120
No log	26.96	81	0.8389	0.8	0.2984	1.1946	0.8000	0.7771	0.1990	0.0737
No log	27.96	84	0.9119	0.795	0.3319	1.6978	0.795	0.7805	0.2279	0.1109
No log	28.96	87	0.8689	0.805	0.3144	1.2644	0.805	0.7971	0.2216	0.0787
No log	29.96	90	0.8404	0.8	0.2990	1.1775	0.8000	0.7848	0.1962	0.0805
No log	30.96	93	0.8842	0.8	0.3226	1.3091	0.8000	0.7904	0.2168	0.1020
No log	31.96	96	0.8653	0.805	0.3086	1.3926	0.805	0.7818	0.1996	0.0853
No log	32.96	99	0.8767	0.785	0.3142	1.2268	0.785	0.7684	0.2117	0.0739
No log	33.96	102	0.9349	0.775	0.3410	1.3988	0.775	0.7600	0.2246	0.1024
No log	34.96	105	0.8606	0.79	0.3035	1.0902	0.79	0.7683	0.1954	0.0830
No log	35.96	108	0.8578	0.815	0.3050	1.3418	0.815	0.7923	0.2155	0.0923
No log	36.96	111	0.8641	0.795	0.3128	1.2449	0.795	0.7694	0.2068	0.0878
No log	37.96	114	0.8489	0.8	0.2996	1.2505	0.8000	0.7698	0.2027	0.0827
No log	38.96	117	0.8465	0.82	0.3011	1.3264	0.82	0.7947	0.2033	0.0923
No log	39.96	120	0.8608	0.8	0.3051	1.3178	0.8000	0.7706	0.2072	0.0894
No log	40.96	123	0.8592	0.8	0.3066	1.3141	0.8000	0.7692	0.2069	0.0909
No log	41.96	126	0.8611	0.805	0.3125	1.2988	0.805	0.7832	0.2094	0.0791
No log	42.96	129	0.8516	0.805	0.3000	1.3221	0.805	0.7791	0.2179	0.0884
No log	43.96	132	0.8587	0.8	0.3064	1.3414	0.8000	0.7784	0.2056	0.0922
No log	44.96	135	0.8691	0.79	0.3181	1.3262	0.79	0.7765	0.2153	0.0884
No log	45.96	138	0.8576	0.81	0.3066	1.1918	0.81	0.7847	0.2182	0.1009
No log	46.96	141	0.8722	0.8	0.3152	1.4909	0.8000	0.7798	0.2219	0.1012
No log	47.96	144	0.8399	0.81	0.3087	1.5338	0.81	0.7849	0.2138	0.0740
No log	48.96	147	0.8393	0.805	0.3004	1.3810	0.805	0.7819	0.2150	0.0696
No log	49.96	150	0.8899	0.78	0.3201	1.5622	0.78	0.7644	0.2227	0.0960
No log	50.96	153	0.8954	0.78	0.3249	1.6494	0.78	0.7654	0.2135	0.0902
No log	51.96	156	0.8259	0.79	0.2954	1.2271	0.79	0.7707	0.2129	0.0659
No log	52.96	159	0.8806	0.795	0.3145	1.4079	0.795	0.7759	0.2046	0.0877
No log	53.96	162	0.8842	0.81	0.3178	1.3465	0.81	0.7925	0.2173	0.1037
No log	54.96	165	0.8741	0.8	0.3173	1.4540	0.8000	0.7750	0.2079	0.0819
No log	55.96	168	0.8242	0.8	0.2964	1.3053	0.8000	0.7838	0.1972	0.0670
No log	56.96	171	0.8350	0.825	0.2962	1.2110	0.825	0.8135	0.2126	0.0780
No log	57.96	174	0.8491	0.815	0.3034	1.3250	0.815	0.8070	0.2116	0.0875
No log	58.96	177	0.8584	0.795	0.3119	1.3162	0.795	0.7764	0.1956	0.0860
No log	59.96	180	0.8546	0.79	0.3115	1.3315	0.79	0.7740	0.1855	0.0828
No log	60.96	183	0.8564	0.79	0.3068	1.3275	0.79	0.7760	0.2008	0.0862
No log	61.96	186	0.8573	0.795	0.3068	1.3160	0.795	0.7738	0.2117	0.0884
No log	62.96	189	0.8503	0.785	0.3088	1.3498	0.785	0.7650	0.2069	0.0856
No log	63.96	192	0.8639	0.81	0.3111	1.2614	0.81	0.7873	0.2247	0.0893
No log	64.96	195	0.8744	0.805	0.3128	1.3294	0.805	0.7888	0.2096	0.0912
No log	65.96	198	0.8727	0.8	0.3138	1.4212	0.8000	0.7903	0.2031	0.0849
No log	66.96	201	0.8612	0.79	0.3084	1.3592	0.79	0.7702	0.1855	0.0816
No log	67.96	204	0.8576	0.79	0.3071	1.4005	0.79	0.7667	0.1896	0.0863
No log	68.96	207	0.8540	0.805	0.3037	1.3957	0.805	0.7775	0.2263	0.0876
No log	69.96	210	0.8499	0.81	0.2982	1.3987	0.81	0.7874	0.2109	0.0856
No log	70.96	213	0.8465	0.815	0.3001	1.3222	0.815	0.7901	0.2224	0.0928
No log	71.96	216	0.8541	0.81	0.3041	1.3331	0.81	0.7827	0.2169	0.0897
No log	72.96	219	0.8546	0.795	0.3066	1.3991	0.795	0.7720	0.2141	0.0871
No log	73.96	222	0.8569	0.79	0.3039	1.3544	0.79	0.7672	0.1958	0.0863
No log	74.96	225	0.8622	0.805	0.3028	1.3384	0.805	0.7847	0.1938	0.0879
No log	75.96	228	0.8610	0.805	0.3039	1.3285	0.805	0.7810	0.2033	0.0947
No log	76.96	231	0.8581	0.81	0.3031	1.3334	0.81	0.7840	0.1993	0.0944
No log	77.96	234	0.8607	0.8	0.3055	1.3260	0.8000	0.7785	0.1979	0.0899
No log	78.96	237	0.8642	0.79	0.3068	1.3928	0.79	0.7672	0.1822	0.0869
No log	79.96	240	0.8640	0.805	0.3044	1.3311	0.805	0.7786	0.2001	0.0916
No log	80.96	243	0.8648	0.81	0.3056	1.2812	0.81	0.7836	0.2173	0.0955
No log	81.96	246	0.8639	0.825	0.3056	1.3295	0.825	0.8062	0.1952	0.0913
No log	82.96	249	0.8643	0.805	0.3082	1.3334	0.805	0.7887	0.2108	0.0881
No log	83.96	252	0.8626	0.795	0.3068	1.3334	0.795	0.7780	0.2097	0.0845
No log	84.96	255	0.8586	0.81	0.3033	1.2646	0.81	0.7893	0.2035	0.0808
No log	85.96	258	0.8570	0.805	0.3024	1.2694	0.805	0.7802	0.1947	0.0811
No log	86.96	261	0.8557	0.795	0.3023	1.3261	0.795	0.7657	0.1966	0.0828
No log	87.96	264	0.8576	0.8	0.3051	1.3283	0.8000	0.7754	0.2072	0.0848
No log	88.96	267	0.8537	0.8	0.3083	1.3257	0.8000	0.7771	0.2167	0.0859
No log	89.96	270	0.8591	0.795	0.3106	1.3262	0.795	0.7737	0.2011	0.0866
No log	90.96	273	0.8612	0.785	0.3122	1.3279	0.785	0.7594	0.1885	0.0868
No log	91.96	276	0.8571	0.795	0.3104	1.3248	0.795	0.7667	0.1966	0.0853
No log	92.96	279	0.8560	0.795	0.3082	1.3244	0.795	0.7667	0.2147	0.0836
No log	93.96	282	0.8551	0.8	0.3071	1.3251	0.8000	0.7766	0.2109	0.0830
No log	94.96	285	0.8556	0.79	0.3076	1.3264	0.79	0.7577	0.1885	0.0834
No log	95.96	288	0.8569	0.795	0.3078	1.3280	0.795	0.7675	0.1980	0.0840
No log	96.96	291	0.8581	0.795	0.3082	1.3290	0.795	0.7675	0.2039	0.0842
No log	97.96	294	0.8585	0.8	0.3084	1.3300	0.8000	0.7728	0.2137	0.0849
No log	98.96	297	0.8589	0.8	0.3083	1.3301	0.8000	0.7728	0.2156	0.0850
No log	99.96	300	0.8584	0.8	0.3083	1.3299	0.8000	0.7728	0.2079	0.0851

Framework versions

Transformers 4.26.1
Pytorch 1.13.1.post200
Datasets 2.9.0
Tokenizers 0.13.2

jordyvl/vit-base_tobacco_crl

vit-base_tobacco_crl

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

jordyvl/
vit-base_tobacco_crl