chickens-composite-201616161616-150-epochs-wo-transform-metrics-test-shfld

This model is a fine-tuned version of facebook/detr-resnet-50 on the None dataset. It achieves the following results on the evaluation set:

• Loss: 0.3059
• Map: 0.8044
• Map 50: 0.9405
• Map 75: 0.9024
• Map Small: 0.2979
• Map Medium: 0.8141
• Map Large: 0.7843
• Mar 1: 0.3221
• Mar 10: 0.8382
• Mar 100: 0.8419
• Mar Small: 0.3829
• Mar Medium: 0.8546
• Mar Large: 0.8145
• Map Chicken: 0.7936
• Mar 100 Chicken: 0.844
• Map Duck: 0.7475
• Mar 100 Duck: 0.7804
• Map Plant: 0.8722
• Mar 100 Plant: 0.9012

Model description

More information needed

Intended uses & limitations

More information needed

Training and evaluation data

More information needed

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

• learning_rate: 1e-05
• train_batch_size: 2
• eval_batch_size: 8
• seed: 42
• optimizer: Use adamw_torch with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
• lr_scheduler_type: cosine
• num_epochs: 150

Training results

Training Loss	Epoch	Step	Validation Loss	Map	Map 50	Map 75	Map Small	Map Medium	Map Large	Mar 1	Mar 10	Mar 100	Mar Small	Mar Medium	Mar Large	Map Chicken	Mar 100 Chicken	Map Duck	Mar 100 Duck	Map Plant	Mar 100 Plant
1.4551	1.0	500	1.3226	0.1944	0.2674	0.2295	0.0337	0.1092	0.2465	0.0876	0.3262	0.4233	0.13	0.4015	0.4322	0.0578	0.5155	0.0	0.0	0.5256	0.7545
1.1004	2.0	1000	1.0223	0.2841	0.4037	0.341	0.0583	0.2422	0.3237	0.1149	0.4071	0.464	0.1281	0.4375	0.4936	0.1791	0.6532	0.0	0.0	0.6732	0.7388
0.9029	3.0	1500	0.8779	0.3548	0.5047	0.4101	0.026	0.3151	0.3991	0.1258	0.4634	0.4674	0.0933	0.4451	0.4783	0.3786	0.675	0.0	0.0	0.6859	0.7273
0.8533	4.0	2000	0.7691	0.3823	0.5563	0.4418	0.0372	0.3522	0.4082	0.1294	0.4671	0.4695	0.0957	0.4454	0.4898	0.4386	0.6528	0.0	0.0	0.7083	0.7558
0.7318	5.0	2500	0.6937	0.4096	0.5624	0.4792	0.0495	0.3833	0.4163	0.139	0.4914	0.4955	0.109	0.4748	0.5012	0.4942	0.7083	0.0	0.0	0.7347	0.7782
0.756	6.0	3000	0.6431	0.4239	0.5803	0.4923	0.0634	0.3994	0.4443	0.1419	0.4941	0.4974	0.131	0.4719	0.5195	0.5296	0.7095	0.0	0.0	0.7422	0.7827
0.6901	7.0	3500	0.6218	0.44	0.6019	0.5287	0.0735	0.4207	0.4376	0.142	0.499	0.5016	0.1362	0.4833	0.5041	0.582	0.7246	0.0	0.0	0.738	0.7803
0.666	8.0	4000	0.5863	0.4611	0.6199	0.5421	0.0933	0.438	0.4818	0.1472	0.5093	0.5128	0.1738	0.4923	0.528	0.6304	0.7452	0.0	0.0	0.7528	0.793
0.5968	9.0	4500	0.5396	0.4825	0.6337	0.5724	0.1276	0.4593	0.4868	0.1524	0.5194	0.5243	0.2205	0.5027	0.5385	0.6663	0.7563	0.0	0.0	0.7811	0.8167
0.593	10.0	5000	0.5442	0.4858	0.6479	0.5773	0.1346	0.4638	0.4924	0.1572	0.5185	0.5213	0.2067	0.5018	0.5245	0.6555	0.7325	0.0224	0.0186	0.7795	0.8127
0.4866	11.0	5500	0.5145	0.5446	0.7266	0.6558	0.1763	0.5315	0.5297	0.1912	0.5863	0.5881	0.2514	0.5767	0.5633	0.6654	0.7381	0.1821	0.2041	0.7864	0.8221
0.5661	12.0	6000	0.5027	0.6187	0.855	0.7639	0.1668	0.6262	0.5823	0.2407	0.6618	0.665	0.2424	0.6708	0.6198	0.6598	0.7234	0.423	0.4598	0.7732	0.8118
0.4722	13.0	6500	0.4694	0.6815	0.9159	0.8152	0.1688	0.6799	0.6589	0.2779	0.7283	0.7321	0.2929	0.7339	0.707	0.6835	0.7456	0.581	0.634	0.78	0.8167
0.5192	14.0	7000	0.4483	0.6856	0.9323	0.7876	0.2121	0.6727	0.7362	0.2804	0.7363	0.7404	0.3452	0.727	0.7832	0.6626	0.7321	0.597	0.6546	0.7972	0.8345
0.4858	15.0	7500	0.4415	0.6978	0.9354	0.8359	0.1552	0.6764	0.7535	0.2856	0.7474	0.7515	0.279	0.7398	0.7872	0.6837	0.7488	0.6176	0.6773	0.7921	0.8285
0.4536	16.0	8000	0.4759	0.6603	0.9171	0.7832	0.1173	0.6491	0.6453	0.2667	0.7049	0.7069	0.1962	0.7042	0.6825	0.6634	0.7234	0.544	0.5866	0.7734	0.8106
0.4177	17.0	8500	0.4158	0.7044	0.9278	0.8406	0.1923	0.6974	0.7167	0.2867	0.7507	0.7529	0.3029	0.751	0.7592	0.7209	0.7782	0.596	0.6474	0.7963	0.833
0.4261	18.0	9000	0.3972	0.716	0.9389	0.8733	0.2513	0.7088	0.7355	0.2856	0.7589	0.7616	0.339	0.7577	0.7763	0.7259	0.7782	0.6258	0.6742	0.7965	0.8324
0.4455	19.0	9500	0.4175	0.7075	0.9156	0.8448	0.1643	0.7041	0.7268	0.2843	0.7467	0.7517	0.2829	0.7484	0.7631	0.7165	0.773	0.6035	0.6423	0.8024	0.8397
0.4156	20.0	10000	0.4091	0.7115	0.9162	0.8518	0.2067	0.7045	0.7171	0.2833	0.7488	0.7532	0.3076	0.7459	0.761	0.7287	0.781	0.6108	0.6485	0.7951	0.8303
0.4166	21.0	10500	0.3732	0.7298	0.9467	0.8933	0.2131	0.7254	0.7506	0.2888	0.7713	0.7759	0.3005	0.7731	0.7839	0.739	0.7909	0.643	0.6979	0.8074	0.8388
0.4243	22.0	11000	0.3636	0.7327	0.9489	0.884	0.2297	0.7268	0.766	0.2938	0.7751	0.7777	0.299	0.7759	0.7997	0.7405	0.7813	0.6469	0.7072	0.8108	0.8445
0.4215	23.0	11500	0.3797	0.7256	0.9357	0.8647	0.209	0.7063	0.752	0.2923	0.7676	0.7697	0.2938	0.7585	0.7855	0.7336	0.7853	0.6427	0.6887	0.8006	0.8352
0.3449	24.0	12000	0.3634	0.7489	0.9419	0.9009	0.1651	0.7472	0.7848	0.3042	0.7905	0.7947	0.25	0.794	0.8259	0.7477	0.7984	0.6861	0.7381	0.8129	0.8476
0.3908	25.0	12500	0.3959	0.7286	0.945	0.88	0.2226	0.7222	0.7564	0.3009	0.7671	0.7702	0.2871	0.7683	0.7928	0.715	0.7611	0.6812	0.7278	0.7897	0.8215
0.354	26.0	13000	0.3740	0.7367	0.9424	0.8928	0.1496	0.7402	0.7566	0.2936	0.7748	0.7812	0.2343	0.7844	0.8003	0.7347	0.7853	0.6554	0.7052	0.8201	0.853
0.367	27.0	13500	0.3563	0.7463	0.9503	0.8908	0.2277	0.7472	0.7683	0.3011	0.7905	0.7934	0.3448	0.7939	0.8067	0.7435	0.7885	0.6722	0.7371	0.8234	0.8545
0.356	28.0	14000	0.3583	0.7381	0.9303	0.8776	0.1918	0.734	0.7519	0.3026	0.7798	0.7827	0.2867	0.7835	0.7857	0.7438	0.7929	0.6467	0.6979	0.8237	0.8573
0.3703	29.0	14500	0.3504	0.7417	0.9441	0.8654	0.2577	0.732	0.762	0.2996	0.7817	0.7854	0.3557	0.784	0.7927	0.7432	0.7913	0.6648	0.7103	0.817	0.8545
0.3581	30.0	15000	0.3627	0.7342	0.9338	0.8642	0.2271	0.7376	0.7361	0.2953	0.7752	0.7777	0.3395	0.7829	0.7677	0.749	0.7956	0.6315	0.6845	0.8221	0.853
0.3178	31.0	15500	0.3675	0.7332	0.958	0.8706	0.2348	0.7259	0.7627	0.2968	0.7752	0.7834	0.3681	0.7785	0.7978	0.7192	0.7694	0.6672	0.7309	0.8133	0.8497
0.3386	32.0	16000	0.3378	0.7529	0.9364	0.8612	0.2411	0.7477	0.7756	0.3052	0.7943	0.7976	0.3443	0.796	0.8119	0.7652	0.8143	0.6554	0.7082	0.838	0.8703
0.3606	33.0	16500	0.3678	0.7377	0.945	0.8757	0.1816	0.7305	0.7766	0.3017	0.7828	0.7874	0.3043	0.7874	0.8109	0.7223	0.7742	0.6677	0.7289	0.823	0.8591
0.3542	34.0	17000	0.3237	0.7678	0.9577	0.8851	0.2398	0.7603	0.823	0.3116	0.8118	0.8154	0.331	0.8133	0.8538	0.7713	0.8163	0.694	0.7577	0.8382	0.8721
0.3498	35.0	17500	0.3462	0.7607	0.9564	0.8941	0.225	0.7543	0.8052	0.3069	0.8017	0.8056	0.3152	0.8047	0.8351	0.7462	0.7948	0.6965	0.7505	0.8393	0.8715
0.3432	36.0	18000	0.3481	0.7446	0.9511	0.8872	0.2363	0.736	0.7854	0.3045	0.7874	0.7935	0.3386	0.7907	0.8207	0.7246	0.7702	0.681	0.7485	0.8281	0.8618
0.3356	37.0	18500	0.3494	0.7521	0.9476	0.8878	0.2416	0.7427	0.7653	0.303	0.7918	0.7968	0.3252	0.7957	0.7955	0.7637	0.8175	0.6657	0.7134	0.8267	0.8594
0.3211	38.0	19000	0.3288	0.7571	0.9543	0.9015	0.2839	0.7483	0.781	0.3027	0.7995	0.8041	0.4048	0.8004	0.8109	0.7496	0.8	0.6881	0.7423	0.8337	0.87
0.3051	39.0	19500	0.3266	0.7633	0.9573	0.8897	0.2715	0.7586	0.7705	0.301	0.8041	0.8081	0.3438	0.8078	0.8026	0.7629	0.8091	0.6927	0.7454	0.8342	0.8697
0.3382	40.0	20000	0.3310	0.7733	0.956	0.9068	0.2091	0.7786	0.8033	0.3103	0.8118	0.8145	0.291	0.82	0.836	0.7502	0.8012	0.7314	0.7722	0.8382	0.87
0.3142	41.0	20500	0.3367	0.7619	0.9449	0.8784	0.2308	0.7659	0.7691	0.3025	0.8005	0.8044	0.3357	0.8087	0.8008	0.7696	0.8139	0.6846	0.733	0.8316	0.8664
0.3508	42.0	21000	0.3400	0.7435	0.9537	0.8756	0.2596	0.746	0.758	0.3028	0.7895	0.7959	0.3938	0.7955	0.7991	0.7244	0.7857	0.6718	0.7299	0.8343	0.8721
0.3418	43.0	21500	0.3165	0.7693	0.9654	0.8953	0.2851	0.7617	0.8064	0.3075	0.8188	0.8224	0.4124	0.8151	0.8479	0.7574	0.8226	0.7105	0.767	0.8401	0.8776
0.3113	44.0	22000	0.3370	0.7503	0.9598	0.8954	0.2546	0.7475	0.7714	0.3057	0.7979	0.8007	0.311	0.7995	0.8096	0.7492	0.8032	0.6775	0.7351	0.8242	0.8639
0.3321	45.0	22500	0.3149	0.7702	0.9513	0.8936	0.2749	0.7769	0.7853	0.3116	0.8095	0.8155	0.3581	0.8213	0.8192	0.7551	0.8103	0.7094	0.7567	0.8461	0.8794
0.2898	46.0	23000	0.3268	0.7598	0.9362	0.8826	0.2491	0.767	0.7647	0.3047	0.8014	0.8043	0.3048	0.8129	0.7967	0.7735	0.8246	0.6665	0.7134	0.8394	0.8748
0.3005	47.0	23500	0.3154	0.7694	0.9539	0.9	0.3107	0.7722	0.7935	0.3095	0.8083	0.8121	0.3771	0.8155	0.8286	0.7664	0.8179	0.6945	0.7412	0.8472	0.8773
0.2937	48.0	24000	0.3359	0.7649	0.9433	0.8798	0.2748	0.7609	0.7692	0.3077	0.8046	0.8085	0.3462	0.8091	0.8109	0.7668	0.8167	0.6882	0.734	0.8397	0.8748
0.2994	49.0	24500	0.3217	0.7658	0.9399	0.9006	0.2809	0.758	0.7851	0.3086	0.8038	0.8083	0.3738	0.8032	0.8207	0.7636	0.8075	0.6925	0.7454	0.8414	0.8721
0.2677	50.0	25000	0.3322	0.7653	0.9479	0.8893	0.2232	0.7697	0.768	0.3096	0.8031	0.8077	0.3152	0.8123	0.8061	0.7537	0.8004	0.6944	0.7454	0.8477	0.8773
0.2658	51.0	25500	0.3119	0.7865	0.9556	0.9088	0.3102	0.7849	0.8165	0.3118	0.8204	0.8252	0.4181	0.8242	0.8406	0.7873	0.8282	0.7245	0.7722	0.8476	0.8752
0.3013	52.0	26000	0.3267	0.7682	0.9527	0.9042	0.299	0.7747	0.7725	0.3082	0.8062	0.811	0.3948	0.8158	0.8119	0.7713	0.8183	0.6935	0.7433	0.8398	0.8715
0.2996	53.0	26500	0.3058	0.7848	0.955	0.9014	0.2989	0.7855	0.8104	0.3172	0.8235	0.8269	0.371	0.8286	0.8383	0.7765	0.8242	0.7282	0.7753	0.8498	0.8812
0.2698	54.0	27000	0.3091	0.7792	0.958	0.9146	0.2821	0.7764	0.7964	0.3124	0.8157	0.8212	0.3819	0.8203	0.826	0.7657	0.8163	0.7275	0.7701	0.8442	0.8773
0.279	55.0	27500	0.3156	0.7872	0.9579	0.9076	0.303	0.7809	0.8213	0.3155	0.826	0.8296	0.421	0.8274	0.846	0.7743	0.8266	0.7342	0.7784	0.8532	0.8839
0.3081	56.0	28000	0.3420	0.7643	0.9598	0.9073	0.2604	0.7595	0.7944	0.3077	0.8032	0.8084	0.3362	0.8074	0.8304	0.7396	0.7881	0.7272	0.7753	0.8262	0.8618
0.2411	57.0	28500	0.3053	0.7867	0.9563	0.9061	0.3135	0.7858	0.8014	0.3175	0.8211	0.8253	0.389	0.8296	0.8334	0.785	0.8298	0.716	0.7588	0.8592	0.8873
0.2855	58.0	29000	0.3166	0.7775	0.9534	0.9049	0.3075	0.7825	0.7655	0.3146	0.8165	0.821	0.4033	0.8269	0.8077	0.7687	0.8242	0.7158	0.7598	0.8479	0.8791
0.267	59.0	29500	0.3122	0.7824	0.9393	0.8946	0.2954	0.7884	0.7996	0.3128	0.8206	0.8242	0.3662	0.8287	0.8325	0.7812	0.8325	0.7079	0.7495	0.8583	0.8906
0.2794	60.0	30000	0.3151	0.7828	0.9538	0.9016	0.2872	0.7855	0.778	0.3131	0.8211	0.8243	0.37	0.8286	0.813	0.7778	0.8242	0.7169	0.766	0.8538	0.8827
0.2753	61.0	30500	0.3159	0.7771	0.9501	0.9101	0.2857	0.7781	0.7739	0.3145	0.8203	0.824	0.4062	0.8265	0.8113	0.7801	0.8345	0.7112	0.7629	0.8401	0.8745
0.2723	62.0	31000	0.3247	0.7794	0.9358	0.8932	0.2729	0.7824	0.7706	0.31	0.8159	0.8191	0.361	0.8214	0.802	0.7704	0.8222	0.7175	0.7536	0.8503	0.8815
0.2692	63.0	31500	0.3120	0.78	0.9539	0.9024	0.3299	0.7832	0.7737	0.3081	0.8156	0.8214	0.4438	0.8239	0.8035	0.7707	0.8222	0.7095	0.7495	0.8597	0.8924
0.2669	64.0	32000	0.3148	0.7769	0.9381	0.8971	0.2555	0.7829	0.7754	0.3104	0.8145	0.8184	0.3438	0.825	0.8081	0.7828	0.8313	0.6954	0.7371	0.8527	0.8867
0.2879	65.0	32500	0.3274	0.7675	0.9433	0.8828	0.3322	0.7679	0.7775	0.3077	0.811	0.8149	0.4195	0.8156	0.8094	0.7644	0.8147	0.6933	0.7464	0.8448	0.8836
0.2846	66.0	33000	0.3176	0.7834	0.9533	0.8909	0.2865	0.7898	0.8015	0.3158	0.829	0.8341	0.3976	0.8383	0.8359	0.7678	0.823	0.7381	0.8	0.8442	0.8794
0.2543	67.0	33500	0.3261	0.7757	0.9517	0.8887	0.2777	0.7769	0.7902	0.3088	0.8168	0.8227	0.4229	0.8219	0.8252	0.7759	0.8274	0.7054	0.7598	0.8457	0.8809
0.2968	68.0	34000	0.3083	0.782	0.9658	0.9035	0.3121	0.7814	0.8046	0.3086	0.8228	0.828	0.4286	0.8297	0.8425	0.7727	0.8159	0.7152	0.7773	0.8581	0.8909
0.2598	69.0	34500	0.3058	0.7852	0.953	0.9034	0.3264	0.7911	0.7915	0.3148	0.8295	0.8336	0.4014	0.8387	0.8317	0.7819	0.8369	0.7188	0.7742	0.855	0.8897
0.2432	70.0	35000	0.3179	0.7686	0.9519	0.8945	0.3086	0.7737	0.7688	0.309	0.8117	0.816	0.4214	0.8218	0.8084	0.765	0.8194	0.688	0.7412	0.8528	0.8873
0.2625	71.0	35500	0.3310	0.7748	0.952	0.8946	0.2824	0.7826	0.771	0.3096	0.814	0.8185	0.369	0.8234	0.8166	0.7704	0.8202	0.7187	0.767	0.8352	0.8682
0.2869	72.0	36000	0.3307	0.7664	0.9427	0.8855	0.331	0.7779	0.7498	0.3018	0.8058	0.8102	0.4124	0.821	0.7887	0.7688	0.8246	0.6784	0.7196	0.852	0.8864
0.2644	73.0	36500	0.3320	0.7719	0.9517	0.8835	0.3091	0.7788	0.7436	0.3064	0.8095	0.8125	0.4224	0.8211	0.7816	0.7676	0.8155	0.6998	0.7381	0.8485	0.8839
0.2598	74.0	37000	0.3211	0.7792	0.9438	0.8931	0.2695	0.7865	0.7613	0.3083	0.8175	0.822	0.3433	0.8334	0.8011	0.7885	0.8337	0.6992	0.7433	0.8501	0.8891
0.2982	75.0	37500	0.3129	0.7714	0.9429	0.891	0.2886	0.7808	0.7612	0.3065	0.8116	0.8157	0.3743	0.8253	0.7992	0.7703	0.8214	0.6943	0.7402	0.8496	0.8855
0.2442	76.0	38000	0.3125	0.7798	0.9428	0.8784	0.2624	0.7839	0.7722	0.3123	0.8172	0.8222	0.3724	0.8285	0.8086	0.7815	0.8258	0.7029	0.7515	0.8551	0.8894
0.2609	77.0	38500	0.3084	0.7785	0.9488	0.8845	0.2835	0.7906	0.7825	0.3125	0.8198	0.8239	0.3833	0.8346	0.826	0.7794	0.823	0.706	0.7608	0.85	0.8879
0.276	78.0	39000	0.3242	0.7851	0.9398	0.8971	0.2651	0.7886	0.7793	0.3116	0.8239	0.8279	0.3433	0.8364	0.8149	0.783	0.8298	0.7233	0.768	0.8489	0.8858
0.2669	79.0	39500	0.3163	0.7804	0.9405	0.8776	0.2287	0.7854	0.7748	0.3102	0.8229	0.8266	0.3114	0.8344	0.8049	0.7806	0.8313	0.7119	0.7619	0.8487	0.8867
0.2178	80.0	40000	0.3195	0.7717	0.9477	0.8871	0.3213	0.7833	0.7551	0.3063	0.8144	0.8179	0.409	0.8295	0.791	0.77	0.821	0.6939	0.7423	0.8512	0.8903
0.2674	81.0	40500	0.3227	0.7798	0.9389	0.8906	0.2706	0.7869	0.7781	0.3123	0.8198	0.8235	0.3557	0.8306	0.812	0.7846	0.8341	0.7025	0.7515	0.8523	0.8848
0.267	82.0	41000	0.3452	0.7631	0.9325	0.8928	0.2776	0.7729	0.7402	0.3044	0.8054	0.8094	0.361	0.8197	0.7818	0.7606	0.8163	0.6837	0.7299	0.845	0.8821
0.2288	83.0	41500	0.3283	0.7862	0.9395	0.897	0.29	0.789	0.7729	0.3154	0.825	0.8282	0.3833	0.833	0.8075	0.781	0.8357	0.7269	0.766	0.8506	0.883
0.2467	84.0	42000	0.3113	0.7818	0.938	0.884	0.3061	0.7907	0.7668	0.3087	0.8224	0.8253	0.4119	0.8334	0.7987	0.7704	0.8218	0.716	0.7588	0.8588	0.8955
0.2282	85.0	42500	0.3234	0.7902	0.9402	0.898	0.2703	0.7938	0.7856	0.3133	0.8274	0.8308	0.3562	0.835	0.8148	0.7968	0.8421	0.7168	0.7619	0.8568	0.8885
0.2556	86.0	43000	0.3280	0.788	0.9457	0.8903	0.3085	0.7956	0.7863	0.3152	0.8288	0.8317	0.4019	0.837	0.8213	0.7853	0.8313	0.7236	0.7742	0.8552	0.8894
0.2462	87.0	43500	0.3256	0.7821	0.9447	0.8838	0.28	0.7892	0.7757	0.3109	0.8211	0.825	0.3581	0.8308	0.8074	0.773	0.8258	0.7146	0.7577	0.8586	0.8915
0.2446	88.0	44000	0.3304	0.7844	0.9456	0.8984	0.2819	0.7876	0.7985	0.3152	0.8237	0.8281	0.3757	0.8307	0.8297	0.7825	0.8321	0.722	0.768	0.8485	0.8842
0.2167	89.0	44500	0.3307	0.7836	0.9465	0.8931	0.2796	0.7927	0.7857	0.3172	0.8224	0.8267	0.3633	0.8337	0.8227	0.7641	0.8179	0.7295	0.7742	0.8572	0.8879
0.2208	90.0	45000	0.3141	0.7897	0.9357	0.8778	0.2966	0.7964	0.7858	0.3146	0.8255	0.8305	0.4095	0.8361	0.8162	0.7981	0.8492	0.7123	0.7515	0.8586	0.8906
0.2179	91.0	45500	0.3065	0.7973	0.9521	0.8981	0.3185	0.8027	0.7978	0.3189	0.8364	0.8395	0.4481	0.8432	0.8337	0.7911	0.8397	0.7413	0.7866	0.8597	0.8921
0.223	92.0	46000	0.3365	0.7768	0.9443	0.8936	0.3138	0.782	0.7559	0.3082	0.8158	0.8189	0.419	0.8218	0.7933	0.7745	0.8254	0.6993	0.7433	0.8566	0.8879
0.2352	93.0	46500	0.3110	0.7881	0.9509	0.8961	0.302	0.797	0.7847	0.3144	0.8266	0.8294	0.4052	0.8362	0.8163	0.7811	0.8298	0.7202	0.7639	0.863	0.8945
0.2379	94.0	47000	0.3129	0.7849	0.942	0.8943	0.2918	0.7914	0.7724	0.3131	0.8218	0.8257	0.3952	0.8352	0.8035	0.7789	0.8266	0.713	0.7557	0.8627	0.8948
0.2309	95.0	47500	0.3100	0.794	0.9435	0.907	0.2909	0.8005	0.7779	0.3159	0.8312	0.8368	0.4524	0.8441	0.8063	0.7918	0.8437	0.7237	0.7691	0.8664	0.8976
0.2421	96.0	48000	0.3244	0.789	0.9436	0.8999	0.307	0.7934	0.781	0.315	0.8261	0.8304	0.4257	0.8316	0.8173	0.7863	0.8365	0.7156	0.7608	0.865	0.8939
0.2159	97.0	48500	0.3186	0.796	0.9441	0.9013	0.2801	0.7992	0.8041	0.3212	0.8339	0.8378	0.3686	0.8442	0.8324	0.7891	0.8357	0.7372	0.7825	0.8619	0.8952
0.2395	98.0	49000	0.3188	0.7928	0.9407	0.8933	0.315	0.801	0.7774	0.3147	0.83	0.8329	0.4005	0.8418	0.8055	0.7878	0.8337	0.727	0.7691	0.8635	0.8958
0.2334	99.0	49500	0.2972	0.8062	0.9481	0.9016	0.3125	0.8137	0.812	0.3235	0.8437	0.8469	0.3895	0.8561	0.8396	0.8003	0.8468	0.7492	0.7918	0.8692	0.9021
0.2293	100.0	50000	0.3288	0.7856	0.9393	0.8979	0.2595	0.7885	0.7879	0.3122	0.8208	0.8248	0.3505	0.8297	0.8159	0.7777	0.8262	0.7237	0.7608	0.8554	0.8873
0.2218	101.0	50500	0.3177	0.7966	0.9464	0.8976	0.2801	0.8019	0.8037	0.3176	0.8319	0.8356	0.3643	0.8386	0.8383	0.7882	0.8333	0.7359	0.7773	0.8657	0.8961
0.207	102.0	51000	0.3204	0.7944	0.9457	0.8966	0.2779	0.8032	0.7741	0.3145	0.8296	0.8333	0.361	0.8433	0.8043	0.793	0.8417	0.726	0.7639	0.8642	0.8942
0.2236	103.0	51500	0.3233	0.7909	0.9434	0.8957	0.2628	0.8028	0.7914	0.3152	0.8281	0.8326	0.379	0.8406	0.8274	0.7808	0.8306	0.7275	0.7691	0.8644	0.8982
0.2209	104.0	52000	0.3113	0.8037	0.9459	0.915	0.302	0.8082	0.8123	0.3201	0.8385	0.8435	0.4129	0.8493	0.8403	0.7971	0.844	0.7465	0.7876	0.8674	0.8988
0.2005	105.0	52500	0.3211	0.8	0.9458	0.9061	0.3026	0.8039	0.8066	0.3217	0.8355	0.8388	0.3881	0.8449	0.8356	0.7872	0.8369	0.7489	0.7866	0.8639	0.893
0.2611	106.0	53000	0.3086	0.7984	0.9393	0.9063	0.3172	0.8085	0.7794	0.3171	0.8347	0.8377	0.3995	0.851	0.8088	0.7972	0.8472	0.7298	0.766	0.8682	0.9
0.2117	107.0	53500	0.3087	0.7914	0.9424	0.8985	0.3112	0.7978	0.7693	0.315	0.8293	0.833	0.4114	0.8418	0.8029	0.7812	0.8333	0.7295	0.768	0.8635	0.8976
0.2093	108.0	54000	0.3056	0.7981	0.9479	0.9065	0.2851	0.807	0.8011	0.3201	0.8326	0.8376	0.3867	0.8447	0.8322	0.7836	0.8317	0.7378	0.7794	0.873	0.9018
0.2155	109.0	54500	0.3124	0.8016	0.9461	0.9017	0.2928	0.8107	0.7842	0.3212	0.8377	0.8413	0.3738	0.8527	0.8171	0.7936	0.8456	0.7448	0.7835	0.8664	0.8948
0.2033	110.0	55000	0.3006	0.8014	0.9508	0.9072	0.2781	0.8032	0.8093	0.3222	0.8395	0.8436	0.3671	0.8502	0.8373	0.7922	0.8448	0.7448	0.7887	0.8671	0.8973
0.2083	111.0	55500	0.3220	0.799	0.9442	0.8934	0.2552	0.8021	0.7974	0.3215	0.8361	0.8386	0.3371	0.8459	0.8293	0.7975	0.8437	0.7367	0.7784	0.8629	0.8939
0.2128	112.0	56000	0.3111	0.7999	0.9453	0.8985	0.292	0.8055	0.807	0.3216	0.8357	0.839	0.369	0.8456	0.8404	0.8004	0.8472	0.7292	0.7711	0.8701	0.8988
0.2104	113.0	56500	0.3162	0.7986	0.9476	0.9022	0.2889	0.8053	0.8013	0.3201	0.8347	0.8382	0.3781	0.8441	0.8324	0.7916	0.8397	0.7354	0.7763	0.8689	0.8985
0.2143	114.0	57000	0.3173	0.7983	0.9394	0.9003	0.2735	0.8079	0.7805	0.3189	0.8345	0.8368	0.3362	0.8475	0.814	0.7948	0.8413	0.7299	0.7701	0.8703	0.8991
0.2068	115.0	57500	0.3119	0.7984	0.9423	0.9043	0.2954	0.81	0.7703	0.3175	0.8341	0.8366	0.3605	0.8496	0.8062	0.7905	0.8409	0.7332	0.7691	0.8714	0.9
0.229	116.0	58000	0.3149	0.7965	0.9423	0.8993	0.2689	0.8075	0.7753	0.3185	0.8322	0.836	0.37	0.8469	0.8078	0.7908	0.8401	0.7306	0.7701	0.8682	0.8979
0.2138	117.0	58500	0.3153	0.7996	0.9409	0.9016	0.2821	0.8053	0.7852	0.3196	0.8357	0.8388	0.3762	0.848	0.8162	0.7975	0.8468	0.7319	0.7701	0.8692	0.8994
0.2498	118.0	59000	0.3178	0.7947	0.9367	0.8946	0.3007	0.8062	0.7716	0.3153	0.8313	0.8343	0.3781	0.8467	0.8048	0.7845	0.8341	0.7271	0.767	0.8725	0.9018
0.1974	119.0	59500	0.3135	0.7969	0.942	0.8924	0.3104	0.8037	0.7801	0.3179	0.8314	0.8342	0.3767	0.8466	0.8106	0.7876	0.8349	0.7301	0.766	0.873	0.9018
0.2079	120.0	60000	0.3068	0.7985	0.9365	0.8994	0.2926	0.8085	0.772	0.3193	0.8339	0.8366	0.351	0.8518	0.8033	0.7931	0.8405	0.7299	0.768	0.8724	0.9012
0.2138	121.0	60500	0.3116	0.8011	0.9434	0.8993	0.3113	0.8077	0.8025	0.3197	0.8373	0.8408	0.3848	0.8503	0.8327	0.792	0.8409	0.7407	0.7814	0.8705	0.9
0.2041	122.0	61000	0.3138	0.7979	0.9424	0.8994	0.3121	0.8087	0.7685	0.3184	0.834	0.8369	0.3962	0.8509	0.8019	0.7874	0.8345	0.7341	0.7753	0.8723	0.9009
0.1967	123.0	61500	0.3122	0.8005	0.9388	0.9016	0.2981	0.8074	0.7723	0.3177	0.8352	0.8376	0.3719	0.8508	0.8013	0.7988	0.8452	0.7333	0.7691	0.8692	0.8985
0.2053	124.0	62000	0.3151	0.7946	0.9362	0.9015	0.2908	0.8052	0.7641	0.318	0.8299	0.8325	0.3738	0.8464	0.7943	0.7887	0.8393	0.7308	0.7639	0.8642	0.8942
0.2082	125.0	62500	0.3126	0.7999	0.9362	0.9025	0.2865	0.8106	0.7728	0.3186	0.8336	0.836	0.3686	0.8515	0.7985	0.7976	0.8429	0.7335	0.767	0.8688	0.8982
0.2148	126.0	63000	0.3068	0.8039	0.9451	0.9013	0.2967	0.8156	0.7788	0.3212	0.8382	0.841	0.3752	0.8559	0.8073	0.8	0.8476	0.7426	0.7763	0.869	0.8991
0.2408	127.0	63500	0.3024	0.8035	0.9472	0.9046	0.3043	0.8137	0.8039	0.3219	0.8391	0.8428	0.3862	0.8542	0.8365	0.7934	0.8444	0.7443	0.7825	0.8727	0.9015
0.2024	128.0	64000	0.3083	0.8002	0.9437	0.9056	0.3118	0.811	0.7795	0.3183	0.8352	0.8386	0.389	0.8517	0.8137	0.7872	0.8401	0.7398	0.7742	0.8737	0.9015
0.2157	129.0	64500	0.3075	0.8026	0.9416	0.8993	0.3022	0.8141	0.7809	0.3213	0.8373	0.8407	0.3781	0.8554	0.8121	0.7947	0.8444	0.7423	0.7773	0.8709	0.9003
0.2064	130.0	65000	0.3108	0.8024	0.9405	0.8981	0.3084	0.8127	0.7864	0.3208	0.8373	0.8407	0.3976	0.8542	0.8147	0.7937	0.844	0.7428	0.7784	0.8708	0.8997
0.1886	131.0	65500	0.3046	0.8058	0.9408	0.9039	0.2995	0.813	0.792	0.3228	0.8402	0.8437	0.3895	0.8542	0.8232	0.798	0.8476	0.7472	0.7825	0.8721	0.9009
0.2001	132.0	66000	0.3036	0.8018	0.9402	0.9011	0.298	0.8102	0.7865	0.3198	0.8374	0.8404	0.3762	0.8525	0.8175	0.7945	0.844	0.742	0.7784	0.869	0.8988
0.2174	133.0	66500	0.3015	0.8053	0.9437	0.9028	0.3028	0.8146	0.7837	0.3223	0.8393	0.8422	0.3795	0.8545	0.814	0.7967	0.8464	0.7486	0.7814	0.8705	0.8988
0.1916	134.0	67000	0.3066	0.8044	0.9404	0.9053	0.3072	0.8123	0.7829	0.3217	0.8386	0.8417	0.3943	0.8525	0.8119	0.7965	0.848	0.7464	0.7784	0.8704	0.8988
0.2129	135.0	67500	0.3089	0.8007	0.9374	0.9011	0.2991	0.8089	0.7809	0.3206	0.8344	0.838	0.3862	0.8496	0.8124	0.793	0.8433	0.7368	0.7701	0.8722	0.9006
0.2161	136.0	68000	0.3047	0.806	0.9405	0.9026	0.3	0.8156	0.7859	0.3214	0.8397	0.8431	0.3895	0.8561	0.8157	0.7985	0.8468	0.7468	0.7804	0.8727	0.9021
0.2227	137.0	68500	0.3070	0.8041	0.9412	0.9039	0.309	0.814	0.7813	0.3206	0.8384	0.8413	0.3824	0.8539	0.8142	0.7924	0.8433	0.7456	0.7784	0.8743	0.9024
0.219	138.0	69000	0.3046	0.8056	0.9405	0.9058	0.3072	0.816	0.7821	0.3222	0.8391	0.8421	0.3857	0.8561	0.8109	0.7956	0.8444	0.7483	0.7804	0.873	0.9015
0.201	139.0	69500	0.3036	0.8044	0.9405	0.9022	0.3104	0.8138	0.7828	0.3222	0.8385	0.8414	0.3857	0.8537	0.8135	0.7916	0.8417	0.7483	0.7814	0.8732	0.9012
0.2011	140.0	70000	0.3054	0.8033	0.9404	0.9008	0.2954	0.814	0.7807	0.3215	0.8369	0.8403	0.3762	0.8538	0.8122	0.791	0.8405	0.7461	0.7794	0.8729	0.9009
0.2139	141.0	70500	0.3038	0.8057	0.9404	0.9055	0.3014	0.8142	0.7827	0.3226	0.8397	0.8427	0.3857	0.8545	0.8134	0.7963	0.8456	0.7496	0.7825	0.8712	0.9
0.2095	142.0	71000	0.3056	0.8043	0.9404	0.9023	0.2945	0.8148	0.7828	0.3213	0.838	0.8417	0.3862	0.8545	0.8134	0.7941	0.8448	0.746	0.7794	0.8728	0.9009
0.2028	143.0	71500	0.3062	0.805	0.9404	0.9022	0.2943	0.8141	0.7824	0.3214	0.8382	0.8419	0.3829	0.8545	0.8135	0.7948	0.8444	0.7472	0.7804	0.8732	0.9009
0.2026	144.0	72000	0.3060	0.8046	0.9405	0.9049	0.2989	0.8135	0.7825	0.3213	0.8384	0.8418	0.3829	0.854	0.8135	0.7929	0.8433	0.7487	0.7814	0.8723	0.9006
0.2019	145.0	72500	0.3062	0.8046	0.9404	0.9017	0.3043	0.8126	0.7825	0.3214	0.8382	0.8416	0.3862	0.8536	0.8135	0.7932	0.8437	0.7477	0.7804	0.873	0.9006
0.1945	146.0	73000	0.3056	0.8047	0.9405	0.9024	0.2993	0.8137	0.7842	0.3221	0.8384	0.8418	0.3829	0.8542	0.8145	0.7934	0.844	0.7479	0.7804	0.8728	0.9009
0.1983	147.0	73500	0.3080	0.8049	0.9405	0.9024	0.3009	0.8141	0.7843	0.3218	0.8386	0.842	0.3829	0.8546	0.8147	0.7937	0.844	0.7479	0.7804	0.8731	0.9015
0.19	148.0	74000	0.3058	0.8044	0.9405	0.9024	0.2979	0.8141	0.7843	0.3221	0.8382	0.8419	0.3829	0.8546	0.8145	0.7936	0.844	0.7475	0.7804	0.8722	0.9012
0.1978	149.0	74500	0.3059	0.8044	0.9405	0.9024	0.2979	0.8141	0.7843	0.3221	0.8382	0.8419	0.3829	0.8546	0.8145	0.7936	0.844	0.7475	0.7804	0.8722	0.9012
0.2344	150.0	75000	0.3059	0.8044	0.9405	0.9024	0.2979	0.8141	0.7843	0.3221	0.8382	0.8419	0.3829	0.8546	0.8145	0.7936	0.844	0.7475	0.7804	0.8722	0.9012

Framework versions

• Transformers 4.46.2
• Pytorch 2.5.0+cu121
• Datasets 2.19.2
• Tokenizers 0.20.3