chickens-composite-201616161616-150-epochs-wo-transform

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: 0.3090
• Map: 0.8062
• Map 50: 0.9477
• Map 75: 0.9049
• Map Small: 0.3781
• Map Medium: 0.8098
• Map Large: 0.8149
• Mar 1: 0.3198
• Mar 10: 0.8436
• Mar 100: 0.8464
• Mar Small: 0.42
• Mar Medium: 0.8519
• Mar Large: 0.8418
• Map Chicken: 0.8066
• Mar 100 Chicken: 0.848
• Map Duck: 0.7377
• Mar 100 Duck: 0.7907
• Map Plant: 0.8745
• Mar 100 Plant: 0.9006

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: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: cosine
• num_epochs: 150

Training results

Training Loss	Epoch	Step	Validation Loss	Map	Map 50	Map 75	Map Chicken	Map Duck	Map Large	Map Medium	Map Plant	Map Small	Mar 1	Mar 10	Mar 100	Mar 100 Chicken	Mar 100 Duck	Mar 100 Plant	Mar Large	Mar Medium	Mar Small
1.4189	1.0	500	1.4184	0.0936	0.1495	0.1003	0.0658	0.0	0.1471	0.0451	0.2149	0.006	0.0902	0.243	0.3636	0.35	0.0	0.7409	0.4113	0.3359	0.1086
1.2359	2.0	1000	1.1018	0.2288	0.3272	0.2595	0.1521	0.0	0.2598	0.1378	0.5344	0.0257	0.1116	0.3378	0.3641	0.3321	0.0	0.7603	0.3819	0.3438	0.189
1.0059	3.0	1500	0.9680	0.2906	0.416	0.3265	0.2406	0.0	0.3274	0.2479	0.6313	0.0222	0.1195	0.4045	0.415	0.4813	0.0	0.7636	0.4578	0.3856	0.1486
0.9673	4.0	2000	0.8671	0.3371	0.4672	0.3871	0.33	0.0	0.3723	0.2863	0.6812	0.0316	0.1249	0.4623	0.4733	0.6468	0.0	0.773	0.4815	0.4452	0.1624
0.836	5.0	2500	0.7606	0.3693	0.5023	0.4341	0.4173	0.0	0.3973	0.3329	0.6905	0.0119	0.1271	0.4822	0.4903	0.7202	0.0	0.7506	0.5133	0.4517	0.1233
0.807	6.0	3000	0.7029	0.4041	0.5463	0.4781	0.4873	0.0	0.4151	0.3707	0.7251	0.0446	0.134	0.4968	0.5011	0.7278	0.0	0.7755	0.5198	0.4743	0.1262
0.7215	7.0	3500	0.6856	0.4068	0.5627	0.484	0.4951	0.0	0.4093	0.3931	0.7251	0.0591	0.1346	0.4909	0.4956	0.7131	0.0	0.7736	0.4966	0.482	0.2029
0.702	8.0	4000	0.6720	0.405	0.5706	0.4678	0.4712	0.0079	0.4229	0.3853	0.7359	0.0624	0.1356	0.4891	0.4921	0.6885	0.0041	0.7836	0.5092	0.4683	0.1767
0.6445	9.0	4500	0.6025	0.4383	0.5797	0.512	0.5491	0.0126	0.4464	0.4142	0.7532	0.0952	0.1438	0.5191	0.5217	0.7595	0.0093	0.7964	0.5261	0.5036	0.1843
0.6489	10.0	5000	0.5862	0.441	0.5931	0.5114	0.5704	0.0001	0.4544	0.4234	0.7525	0.0755	0.1472	0.513	0.5183	0.7579	0.001	0.7961	0.5302	0.4977	0.2205
0.5365	11.0	5500	0.5721	0.4608	0.6083	0.5527	0.6097	0.0005	0.484	0.4265	0.7723	0.1472	0.146	0.5217	0.5258	0.7563	0.0113	0.8097	0.5324	0.4993	0.2176
0.6133	12.0	6000	0.5765	0.4598	0.6266	0.5497	0.6036	0.002	0.4731	0.4342	0.7739	0.1462	0.1445	0.5082	0.5105	0.719	0.001	0.8115	0.5259	0.4883	0.2243
0.5347	13.0	6500	0.5195	0.4942	0.6438	0.5793	0.6989	0.005	0.5058	0.4809	0.7788	0.099	0.1557	0.5283	0.5328	0.771	0.0082	0.8191	0.5426	0.5171	0.2148
0.6003	14.0	7000	0.5105	0.6071	0.7808	0.7224	0.6902	0.3454	0.5728	0.6024	0.7858	0.1158	0.2228	0.6417	0.6466	0.7603	0.3598	0.8197	0.5991	0.6459	0.2476
0.5419	15.0	7500	0.4853	0.6657	0.8721	0.7854	0.6882	0.521	0.6434	0.6656	0.7878	0.1688	0.267	0.7053	0.7094	0.7516	0.5474	0.8291	0.6811	0.7105	0.2462
0.4817	16.0	8000	0.4858	0.6585	0.891	0.8108	0.6822	0.5003	0.6301	0.6567	0.7929	0.1987	0.262	0.6981	0.706	0.7456	0.5433	0.8291	0.6706	0.7095	0.3162
0.4383	17.0	8500	0.4707	0.6835	0.9091	0.8175	0.6977	0.5722	0.7097	0.6701	0.7807	0.1384	0.2816	0.7329	0.7362	0.7556	0.633	0.82	0.7566	0.7288	0.2571
0.4724	18.0	9000	0.4423	0.6925	0.9001	0.8185	0.72	0.5613	0.669	0.6895	0.7962	0.1634	0.2794	0.7328	0.7398	0.7742	0.6082	0.837	0.7044	0.7423	0.2729
0.4734	19.0	9500	0.4489	0.6943	0.925	0.8334	0.6993	0.5869	0.7296	0.6902	0.7968	0.1019	0.2833	0.739	0.7457	0.7611	0.6402	0.8358	0.7828	0.7432	0.239
0.4607	20.0	10000	0.4168	0.7182	0.9136	0.8371	0.7329	0.6123	0.6812	0.7224	0.8093	0.2114	0.2921	0.7557	0.7639	0.7885	0.6546	0.8485	0.7202	0.7688	0.3267
0.4668	21.0	10500	0.4156	0.7174	0.9383	0.8641	0.7111	0.6483	0.7311	0.7122	0.7929	0.1959	0.2917	0.7626	0.7691	0.769	0.7	0.8382	0.7837	0.765	0.3
0.4788	22.0	11000	0.4492	0.7012	0.9289	0.8502	0.7142	0.6032	0.7165	0.6948	0.7863	0.1819	0.283	0.7438	0.7507	0.7694	0.6546	0.8279	0.7597	0.7453	0.3648
0.429	23.0	11500	0.3838	0.7329	0.9342	0.8464	0.7442	0.6438	0.7293	0.7296	0.8108	0.1733	0.2989	0.7737	0.7788	0.7893	0.6948	0.8521	0.7658	0.7804	0.3052
0.3793	24.0	12000	0.4072	0.7195	0.9366	0.8658	0.7225	0.6405	0.7439	0.7176	0.7956	0.1725	0.2903	0.7611	0.7663	0.7694	0.699	0.8306	0.7797	0.7668	0.3271
0.4216	25.0	12500	0.3804	0.7311	0.9449	0.851	0.7192	0.6578	0.7329	0.7272	0.8162	0.1829	0.296	0.7725	0.7797	0.7706	0.7175	0.8509	0.7732	0.7791	0.3624
0.377	26.0	13000	0.3855	0.7378	0.9433	0.8847	0.731	0.6711	0.7461	0.7317	0.8113	0.2488	0.2972	0.7779	0.7838	0.7881	0.7165	0.8467	0.7808	0.7801	0.3995
0.4127	27.0	13500	0.3796	0.7455	0.9505	0.8938	0.7453	0.6687	0.7799	0.7366	0.8225	0.204	0.2992	0.7836	0.7898	0.794	0.7227	0.8527	0.8125	0.7811	0.3662
0.3795	28.0	14000	0.3757	0.74	0.9418	0.8831	0.7246	0.6699	0.7467	0.7416	0.8254	0.1898	0.2961	0.7875	0.792	0.7758	0.7381	0.8621	0.7926	0.7914	0.3824
0.3813	29.0	14500	0.3740	0.7575	0.9437	0.8934	0.7547	0.6932	0.7781	0.7456	0.8248	0.2114	0.3076	0.7965	0.8	0.798	0.7464	0.8555	0.8093	0.7965	0.3719
0.378	30.0	15000	0.3861	0.7291	0.9369	0.8584	0.7424	0.6404	0.7846	0.7175	0.8043	0.099	0.2978	0.7677	0.7745	0.7913	0.6928	0.8394	0.8207	0.7666	0.2948
0.373	31.0	15500	0.3934	0.7285	0.9401	0.873	0.7328	0.6574	0.7576	0.7209	0.7953	0.2318	0.2915	0.7745	0.7771	0.7798	0.7165	0.8352	0.7938	0.7758	0.3552
0.3605	32.0	16000	0.3740	0.7465	0.9369	0.881	0.7505	0.6593	0.7891	0.7404	0.8296	0.2254	0.299	0.7867	0.7914	0.7968	0.7103	0.867	0.8212	0.7875	0.3819
0.3834	33.0	16500	0.3616	0.752	0.9492	0.8881	0.7576	0.6801	0.7652	0.7524	0.8183	0.2199	0.3045	0.7944	0.7995	0.8024	0.7412	0.8548	0.8003	0.7999	0.3919
0.3395	34.0	17000	0.3471	0.7568	0.9405	0.8877	0.7747	0.6601	0.7763	0.7639	0.8355	0.2609	0.309	0.797	0.802	0.8179	0.7175	0.8706	0.8061	0.8074	0.3986
0.3524	35.0	17500	0.3641	0.75	0.9373	0.8923	0.7655	0.6642	0.7678	0.7448	0.8204	0.2799	0.3029	0.7948	0.7983	0.8163	0.7206	0.8579	0.8007	0.7961	0.4638
0.3454	36.0	18000	0.3711	0.7352	0.9449	0.8728	0.7263	0.6544	0.7408	0.7412	0.8249	0.2424	0.2949	0.7796	0.7873	0.7762	0.7268	0.8588	0.7861	0.7925	0.3929
0.3348	37.0	18500	0.3561	0.7587	0.9447	0.8864	0.7634	0.6775	0.7671	0.7575	0.8352	0.272	0.3012	0.8026	0.8067	0.8119	0.7402	0.8679	0.8109	0.806	0.4529
0.3524	38.0	19000	0.3616	0.7429	0.9499	0.8843	0.7344	0.6575	0.7591	0.7393	0.8369	0.2417	0.2964	0.7901	0.7947	0.7861	0.7278	0.8703	0.8104	0.7909	0.4024
0.339	39.0	19500	0.3373	0.7645	0.95	0.89	0.7729	0.6836	0.7782	0.7616	0.8372	0.2201	0.3067	0.8037	0.8089	0.8143	0.7412	0.8712	0.81	0.8081	0.3752
0.3661	40.0	20000	0.3346	0.7663	0.9408	0.8873	0.7855	0.6746	0.7725	0.7683	0.8388	0.2942	0.3102	0.807	0.8105	0.8282	0.7309	0.8724	0.8038	0.8123	0.3962
0.3243	41.0	20500	0.3424	0.7617	0.9504	0.8841	0.7744	0.6797	0.7761	0.755	0.8309	0.3182	0.3064	0.8035	0.8076	0.8183	0.7402	0.8642	0.8052	0.805	0.4267
0.3512	42.0	21000	0.3359	0.7681	0.9478	0.892	0.7625	0.7064	0.7852	0.7658	0.8355	0.2748	0.3097	0.8089	0.8133	0.8087	0.7619	0.8694	0.8279	0.8132	0.3414
0.349	43.0	21500	0.3473	0.7676	0.95	0.8899	0.7815	0.6877	0.7778	0.7687	0.8335	0.2164	0.3064	0.8034	0.8096	0.8226	0.7433	0.863	0.8093	0.8121	0.3619
0.3235	44.0	22000	0.3531	0.7597	0.9479	0.8822	0.7625	0.6915	0.7771	0.7572	0.8251	0.2344	0.3031	0.7985	0.804	0.8008	0.7505	0.8606	0.8056	0.8052	0.3324
0.3488	45.0	22500	0.3484	0.7676	0.9475	0.8917	0.774	0.699	0.7666	0.7697	0.83	0.2819	0.3019	0.8063	0.81	0.8135	0.7505	0.8661	0.8019	0.8138	0.3824
0.2906	46.0	23000	0.3335	0.7655	0.9394	0.8864	0.7703	0.6799	0.7668	0.7713	0.8465	0.2598	0.3101	0.8062	0.8126	0.8242	0.733	0.8806	0.8049	0.8191	0.3852
0.331	47.0	23500	0.3373	0.7638	0.9499	0.8993	0.7562	0.6962	0.7724	0.7671	0.8389	0.2289	0.3021	0.8032	0.8093	0.798	0.7546	0.8752	0.8085	0.8137	0.3781
0.3054	48.0	24000	0.3431	0.7687	0.9395	0.8871	0.7662	0.7065	0.7524	0.7732	0.8333	0.3018	0.3145	0.8102	0.8147	0.8171	0.7557	0.8715	0.7909	0.818	0.3662
0.3285	49.0	24500	0.3563	0.7611	0.9392	0.8976	0.7612	0.694	0.7595	0.7609	0.8279	0.2504	0.3064	0.8007	0.805	0.8083	0.7454	0.8612	0.7994	0.8032	0.3229
0.2877	50.0	25000	0.3290	0.7787	0.9515	0.9045	0.7896	0.7016	0.7985	0.7764	0.845	0.2946	0.3091	0.8117	0.8166	0.8266	0.7485	0.8748	0.8302	0.8115	0.4014
0.2581	51.0	25500	0.3212	0.7772	0.952	0.9035	0.7854	0.6998	0.7957	0.7744	0.8463	0.3216	0.3086	0.8158	0.8204	0.827	0.7546	0.8797	0.8265	0.8181	0.4281
0.3294	52.0	26000	0.3419	0.7549	0.9453	0.9045	0.7647	0.6722	0.7788	0.7531	0.8279	0.3165	0.3002	0.7961	0.8007	0.8123	0.7278	0.8618	0.8152	0.7967	0.4214
0.3186	53.0	26500	0.3245	0.7788	0.9473	0.9007	0.7868	0.7016	0.7887	0.7819	0.8482	0.3224	0.3127	0.8179	0.8214	0.8286	0.7546	0.8809	0.8262	0.8225	0.4005
0.2737	54.0	27000	0.3353	0.777	0.9517	0.9005	0.7757	0.7134	0.7899	0.7804	0.8419	0.3144	0.3101	0.8159	0.8196	0.8194	0.7649	0.8745	0.8271	0.821	0.4314
0.284	55.0	27500	0.3392	0.7707	0.9467	0.9052	0.7855	0.6861	0.7925	0.7632	0.8406	0.3251	0.3073	0.811	0.8157	0.8246	0.7505	0.8721	0.8318	0.8098	0.4452
0.2977	56.0	28000	0.3513	0.7644	0.9454	0.8968	0.7693	0.6974	0.783	0.7645	0.8264	0.2114	0.3089	0.8022	0.8065	0.8063	0.7546	0.8585	0.818	0.8088	0.2871
0.2618	57.0	28500	0.3346	0.771	0.9458	0.9069	0.7792	0.6953	0.7945	0.7682	0.8384	0.2861	0.3087	0.8078	0.8125	0.8194	0.7464	0.8715	0.8314	0.81	0.3719
0.2878	58.0	29000	0.3335	0.7698	0.9509	0.8967	0.7784	0.6958	0.7841	0.7729	0.8351	0.2766	0.3093	0.8106	0.8157	0.8155	0.7598	0.8718	0.8252	0.8189	0.351
0.2697	59.0	29500	0.3205	0.7738	0.9504	0.8924	0.7715	0.71	0.7812	0.7748	0.8398	0.2981	0.3122	0.8146	0.8209	0.8147	0.7701	0.8779	0.8221	0.8203	0.3871
0.2926	60.0	30000	0.3282	0.7727	0.9489	0.8882	0.7808	0.6969	0.7753	0.7787	0.8404	0.2269	0.3106	0.8129	0.8166	0.821	0.7567	0.8721	0.8186	0.8205	0.3119
0.271	61.0	30500	0.3241	0.7802	0.954	0.9047	0.7814	0.7138	0.7901	0.7804	0.8456	0.2802	0.3123	0.8161	0.8209	0.8194	0.7649	0.8782	0.8275	0.8222	0.3771
0.2992	62.0	31000	0.3143	0.7839	0.9492	0.907	0.7906	0.7102	0.7935	0.7871	0.8508	0.3109	0.3172	0.8238	0.8261	0.8333	0.7629	0.8821	0.8283	0.8309	0.3733
0.284	63.0	31500	0.3144	0.7787	0.9491	0.8891	0.7871	0.699	0.7912	0.7844	0.8501	0.2787	0.308	0.821	0.8239	0.8294	0.7598	0.8824	0.8367	0.8267	0.35
0.2684	64.0	32000	0.3237	0.7773	0.9516	0.8844	0.7782	0.7021	0.7707	0.78	0.8515	0.2919	0.3141	0.8152	0.8176	0.8202	0.7515	0.8809	0.808	0.8205	0.3395
0.3161	65.0	32500	0.3291	0.7801	0.9494	0.9059	0.7725	0.7196	0.7927	0.7753	0.8481	0.3206	0.3147	0.819	0.8223	0.8147	0.7722	0.88	0.8287	0.8181	0.4333
0.301	66.0	33000	0.3339	0.7771	0.948	0.9046	0.7675	0.7173	0.7665	0.7793	0.8464	0.3027	0.3103	0.8188	0.8233	0.8163	0.7742	0.8794	0.8129	0.8233	0.4171
0.2677	67.0	33500	0.3367	0.7712	0.9325	0.8993	0.7946	0.6735	0.7505	0.7776	0.8455	0.2573	0.3082	0.8126	0.8161	0.8381	0.7299	0.8803	0.7783	0.825	0.3586
0.2908	68.0	34000	0.3247	0.7873	0.9527	0.9063	0.7874	0.7241	0.7972	0.7877	0.8504	0.3449	0.3129	0.824	0.8286	0.8286	0.7763	0.8809	0.8281	0.8258	0.4362
0.2662	69.0	34500	0.3373	0.7799	0.9554	0.8942	0.7745	0.7265	0.7791	0.7805	0.8386	0.3077	0.3122	0.8172	0.8192	0.8135	0.7701	0.8739	0.8154	0.8189	0.4067
0.2639	70.0	35000	0.3118	0.7864	0.9464	0.9049	0.7905	0.713	0.7836	0.7932	0.8558	0.2985	0.3097	0.8262	0.8293	0.8294	0.7722	0.8864	0.8215	0.8374	0.3795
0.247	71.0	35500	0.3174	0.7923	0.9503	0.9119	0.7995	0.7269	0.7785	0.7963	0.8506	0.3615	0.3183	0.8297	0.8317	0.8389	0.7753	0.8809	0.8195	0.8348	0.4429
0.2794	72.0	36000	0.3248	0.7729	0.9411	0.892	0.7716	0.691	0.7519	0.7761	0.8561	0.3142	0.3105	0.8073	0.8108	0.8135	0.734	0.8848	0.7818	0.8167	0.3781
0.2885	73.0	36500	0.3279	0.78	0.9512	0.9064	0.7741	0.7185	0.775	0.7847	0.8476	0.3474	0.311	0.8175	0.82	0.8155	0.768	0.8764	0.8113	0.8242	0.3933
0.2582	74.0	37000	0.3187	0.7877	0.9519	0.9094	0.7903	0.7278	0.796	0.7885	0.8449	0.3513	0.3134	0.8268	0.829	0.8341	0.7742	0.8788	0.8335	0.8315	0.3976
0.2919	75.0	37500	0.3069	0.7886	0.9548	0.8997	0.7922	0.7164	0.7895	0.7928	0.8572	0.3415	0.3113	0.8252	0.8276	0.8317	0.7629	0.8882	0.8235	0.833	0.4029
0.2486	76.0	38000	0.3251	0.783	0.9543	0.9069	0.7759	0.7245	0.7694	0.7902	0.8486	0.298	0.3132	0.8207	0.8253	0.823	0.7742	0.8788	0.8063	0.832	0.4029
0.2511	77.0	38500	0.3145	0.7889	0.9538	0.9012	0.7925	0.7189	0.7716	0.7971	0.8552	0.3503	0.3147	0.8309	0.8331	0.8369	0.7732	0.8891	0.8134	0.8423	0.3986
0.3084	78.0	39000	0.3236	0.7853	0.9503	0.907	0.7734	0.7293	0.7822	0.7932	0.8532	0.3216	0.3133	0.8231	0.8264	0.8187	0.7763	0.8842	0.8177	0.8328	0.3805
0.275	79.0	39500	0.3250	0.7857	0.9519	0.8981	0.7818	0.7144	0.7705	0.7921	0.8609	0.3714	0.3128	0.8241	0.8297	0.8278	0.7691	0.8921	0.8058	0.837	0.451
0.2193	80.0	40000	0.3163	0.7829	0.9493	0.889	0.7823	0.7046	0.761	0.7929	0.8619	0.3513	0.3125	0.8213	0.8241	0.8254	0.7557	0.8912	0.8027	0.8319	0.4143
0.2683	81.0	40500	0.3104	0.7889	0.95	0.8996	0.7958	0.7088	0.7828	0.7896	0.8621	0.3496	0.3168	0.8271	0.8315	0.8349	0.7691	0.8906	0.821	0.8345	0.4219
0.2724	82.0	41000	0.3037	0.7907	0.9498	0.8996	0.79	0.72	0.7878	0.7935	0.8619	0.3486	0.3183	0.8316	0.834	0.8353	0.7753	0.8915	0.8222	0.8409	0.4
0.2345	83.0	41500	0.3133	0.7934	0.9525	0.8926	0.7903	0.7297	0.8006	0.7955	0.8601	0.3134	0.317	0.8329	0.8377	0.8345	0.7866	0.8921	0.8309	0.8412	0.4057
0.2466	84.0	42000	0.2988	0.7992	0.9529	0.8952	0.8088	0.7283	0.8006	0.8034	0.8606	0.35	0.32	0.8368	0.8416	0.8504	0.7835	0.8909	0.8303	0.846	0.4324
0.2344	85.0	42500	0.3202	0.7833	0.9527	0.8915	0.7803	0.7027	0.7827	0.7852	0.8668	0.345	0.3115	0.8233	0.826	0.8254	0.7588	0.8939	0.8164	0.8297	0.4
0.2443	86.0	43000	0.3031	0.7937	0.9511	0.8899	0.8005	0.713	0.7722	0.7997	0.8676	0.3561	0.3133	0.8328	0.837	0.844	0.7701	0.897	0.8057	0.8453	0.45
0.2485	87.0	43500	0.3118	0.7918	0.9526	0.8946	0.7973	0.711	0.7906	0.7987	0.867	0.2793	0.3146	0.8277	0.8339	0.8377	0.768	0.8961	0.8185	0.841	0.3695
0.2487	88.0	44000	0.3041	0.8016	0.9442	0.8979	0.8062	0.728	0.8026	0.8059	0.8706	0.3709	0.3214	0.8375	0.8418	0.8488	0.7784	0.8982	0.829	0.8476	0.4271
0.2106	89.0	44500	0.3086	0.7961	0.9448	0.9041	0.7986	0.7239	0.7969	0.8003	0.8658	0.3213	0.3197	0.8317	0.8351	0.8397	0.7722	0.8933	0.8233	0.8415	0.3724
0.2196	90.0	45000	0.2962	0.8039	0.95	0.9141	0.8086	0.7349	0.7961	0.8156	0.8683	0.3219	0.32	0.8412	0.8438	0.8524	0.7825	0.8967	0.8296	0.8547	0.3957
0.2243	91.0	45500	0.3145	0.784	0.9513	0.8959	0.7894	0.7087	0.7916	0.7852	0.8539	0.315	0.3096	0.825	0.8292	0.8389	0.7619	0.887	0.8282	0.831	0.3962
0.2163	92.0	46000	0.3038	0.7977	0.951	0.9016	0.7974	0.7306	0.7975	0.7983	0.865	0.3287	0.3156	0.8323	0.8364	0.8405	0.7784	0.8903	0.8277	0.8393	0.4029
0.2511	93.0	46500	0.3074	0.8031	0.9517	0.9121	0.8081	0.7406	0.8117	0.8045	0.8605	0.3575	0.318	0.8375	0.8405	0.8472	0.7866	0.8876	0.8402	0.8412	0.4167
0.2458	94.0	47000	0.3059	0.796	0.9544	0.8952	0.8036	0.7236	0.8028	0.7989	0.8607	0.306	0.3158	0.8339	0.8362	0.8425	0.7753	0.8909	0.8362	0.8418	0.359
0.2377	95.0	47500	0.3181	0.7932	0.9521	0.9102	0.7881	0.7225	0.8033	0.7909	0.869	0.36	0.3138	0.8286	0.8312	0.827	0.7722	0.8945	0.8321	0.8321	0.4043
0.246	96.0	48000	0.3054	0.8022	0.9518	0.899	0.7982	0.7449	0.7982	0.8054	0.8634	0.3107	0.3189	0.839	0.8412	0.8361	0.7979	0.8897	0.8278	0.8471	0.3605
0.2296	97.0	48500	0.3185	0.803	0.9487	0.9088	0.804	0.7383	0.8065	0.8018	0.8667	0.3326	0.3199	0.8361	0.8401	0.8452	0.7835	0.8915	0.8337	0.8416	0.3905
0.2347	98.0	49000	0.3141	0.8026	0.9509	0.9109	0.7949	0.7398	0.8008	0.8069	0.8731	0.3746	0.3188	0.839	0.8425	0.8385	0.7907	0.8982	0.8313	0.8485	0.4324
0.2236	99.0	49500	0.3208	0.7992	0.954	0.8976	0.7993	0.7389	0.7965	0.802	0.8594	0.3036	0.3173	0.8356	0.8403	0.8401	0.7918	0.8891	0.8306	0.8421	0.3805
0.251	100.0	50000	0.3113	0.7992	0.9506	0.9152	0.8017	0.7309	0.7951	0.8027	0.8651	0.324	0.3159	0.8349	0.8384	0.8464	0.7753	0.8936	0.8278	0.8439	0.3795
0.2236	101.0	50500	0.3062	0.7996	0.9509	0.9067	0.7959	0.7331	0.8022	0.7999	0.8698	0.3927	0.3171	0.8365	0.8395	0.8377	0.7825	0.8982	0.8363	0.8416	0.4352
0.2107	102.0	51000	0.3047	0.8077	0.9496	0.8968	0.8137	0.7388	0.8168	0.8058	0.8707	0.3509	0.3212	0.8427	0.8453	0.8516	0.7876	0.8967	0.8447	0.8471	0.3819
0.2278	103.0	51500	0.3027	0.8051	0.9499	0.8995	0.8026	0.7402	0.8149	0.8086	0.8725	0.3343	0.32	0.8406	0.8437	0.8413	0.7907	0.8991	0.8463	0.8501	0.36
0.2291	104.0	52000	0.3096	0.8018	0.9515	0.9022	0.798	0.7387	0.817	0.8037	0.8686	0.3314	0.3189	0.8378	0.841	0.8389	0.7876	0.8964	0.8449	0.8446	0.3695
0.2192	105.0	52500	0.3193	0.7944	0.9454	0.9046	0.7906	0.726	0.8022	0.7964	0.8667	0.3592	0.315	0.8306	0.8335	0.8317	0.7742	0.8945	0.831	0.8394	0.3829
0.2611	106.0	53000	0.3094	0.8045	0.9514	0.9108	0.8057	0.7418	0.8094	0.8069	0.8661	0.3822	0.3185	0.8412	0.8437	0.848	0.7897	0.8933	0.8379	0.8482	0.419
0.2206	107.0	53500	0.3141	0.7962	0.9489	0.9009	0.7921	0.7242	0.7917	0.7999	0.8723	0.36	0.3154	0.8334	0.8366	0.8373	0.7753	0.8973	0.8272	0.8417	0.3881
0.2155	108.0	54000	0.2998	0.8062	0.948	0.9033	0.8094	0.7384	0.8133	0.8109	0.8708	0.355	0.3211	0.8446	0.8471	0.8496	0.7928	0.8988	0.8417	0.8543	0.3867
0.2267	109.0	54500	0.3070	0.8047	0.9501	0.9123	0.805	0.7405	0.7991	0.8121	0.8686	0.342	0.3223	0.8414	0.8446	0.8476	0.7907	0.8955	0.8336	0.8523	0.3938
0.2192	110.0	55000	0.3172	0.7927	0.9453	0.8968	0.7993	0.7154	0.7974	0.795	0.8635	0.3085	0.3155	0.8307	0.8347	0.8397	0.7732	0.8912	0.8279	0.84	0.3581
0.2212	111.0	55500	0.3189	0.8013	0.9453	0.8992	0.8086	0.7247	0.7895	0.8062	0.8707	0.3336	0.3229	0.8357	0.8399	0.8488	0.7742	0.8967	0.8245	0.8465	0.3881
0.2089	112.0	56000	0.3104	0.8021	0.9514	0.9063	0.8105	0.7278	0.8079	0.8046	0.868	0.3474	0.3175	0.8374	0.8407	0.8472	0.7763	0.8985	0.8355	0.8471	0.3886
0.2108	113.0	56500	0.3109	0.8054	0.9499	0.9015	0.3634	0.8084	0.8011	0.3177	0.8407	0.8441	0.4129	0.8485	0.8296	0.8076	0.8468	0.7398	0.7887	0.8688	0.8967
0.2148	114.0	57000	0.3066	0.803	0.9505	0.9011	0.3337	0.8068	0.8033	0.3192	0.8388	0.8421	0.3914	0.8466	0.8336	0.8097	0.8484	0.7335	0.7845	0.8657	0.8933
0.2107	115.0	57500	0.3090	0.8052	0.9505	0.9017	0.359	0.8074	0.802	0.3198	0.8409	0.8438	0.4076	0.8487	0.8363	0.809	0.8456	0.7345	0.7866	0.8722	0.8991
0.2204	116.0	58000	0.3104	0.8033	0.9505	0.9073	0.3617	0.8036	0.8085	0.3187	0.8387	0.8419	0.4143	0.8446	0.8359	0.8066	0.8448	0.7341	0.7845	0.8693	0.8964
0.2192	117.0	58500	0.3098	0.8062	0.9504	0.8968	0.3382	0.8092	0.8052	0.321	0.8416	0.8454	0.3948	0.8511	0.8363	0.807	0.848	0.7388	0.7897	0.8726	0.8985
0.2384	118.0	59000	0.3126	0.8051	0.9507	0.9077	0.3702	0.8085	0.8069	0.3187	0.8387	0.8421	0.4219	0.8476	0.8358	0.8043	0.8421	0.7379	0.7845	0.8732	0.8997
0.2001	119.0	59500	0.3058	0.8046	0.9506	0.9047	0.3726	0.8089	0.8057	0.3203	0.8405	0.8437	0.4205	0.8507	0.8301	0.804	0.8437	0.7374	0.7887	0.8725	0.8988
0.205	120.0	60000	0.3107	0.803	0.9504	0.9039	0.3506	0.8072	0.8106	0.3193	0.8387	0.8423	0.4043	0.8474	0.8393	0.8033	0.8437	0.732	0.7845	0.8737	0.8988
0.2247	121.0	60500	0.3104	0.8078	0.9503	0.9034	0.4008	0.8085	0.806	0.321	0.8437	0.847	0.4462	0.851	0.8377	0.8084	0.8464	0.7372	0.7928	0.8779	0.9018
0.2042	122.0	61000	0.3158	0.8016	0.9466	0.9042	0.3568	0.8066	0.7924	0.3195	0.8391	0.8429	0.4157	0.8485	0.8266	0.8045	0.846	0.7261	0.7825	0.8743	0.9003
0.2029	123.0	61500	0.3060	0.8059	0.9503	0.8976	0.336	0.808	0.8096	0.3202	0.8431	0.8466	0.39	0.8509	0.8403	0.802	0.846	0.7403	0.7938	0.8753	0.9
0.2077	124.0	62000	0.3123	0.8028	0.9499	0.8959	0.3735	0.8068	0.802	0.3185	0.8399	0.8435	0.4319	0.85	0.8301	0.8023	0.8437	0.7324	0.7866	0.8737	0.9003
0.2262	125.0	62500	0.3112	0.8043	0.9499	0.9056	0.3527	0.8063	0.8116	0.3196	0.8401	0.8434	0.3957	0.8486	0.8383	0.8	0.8401	0.739	0.7907	0.8741	0.8994
0.2136	126.0	63000	0.3078	0.8045	0.9492	0.9035	0.3766	0.8086	0.8059	0.3189	0.8406	0.8439	0.4271	0.8497	0.8334	0.8033	0.844	0.7368	0.7887	0.8735	0.8991
0.2446	127.0	63500	0.3092	0.8063	0.9502	0.9039	0.3843	0.8106	0.7998	0.3193	0.8417	0.8447	0.4267	0.85	0.8321	0.8081	0.8464	0.7388	0.7897	0.872	0.8979
0.2116	128.0	64000	0.3041	0.809	0.9479	0.9041	0.3855	0.8146	0.8049	0.3241	0.844	0.8471	0.4233	0.8535	0.832	0.807	0.8476	0.7429	0.7918	0.8771	0.9018
0.2194	129.0	64500	0.3099	0.809	0.9511	0.9049	0.3936	0.8112	0.8153	0.3202	0.8442	0.8471	0.4448	0.8508	0.8389	0.8081	0.8468	0.7421	0.7928	0.8767	0.9018
0.2259	130.0	65000	0.3098	0.8074	0.951	0.9035	0.385	0.808	0.8103	0.323	0.8424	0.8457	0.4367	0.8483	0.8372	0.8069	0.846	0.7433	0.7928	0.872	0.8982
0.1932	131.0	65500	0.3085	0.8098	0.9506	0.9102	0.373	0.8121	0.8153	0.3205	0.8444	0.8473	0.4119	0.8522	0.8406	0.8093	0.8476	0.7464	0.7948	0.8738	0.8994
0.1961	132.0	66000	0.3085	0.8095	0.9505	0.9027	0.3761	0.8132	0.8094	0.3203	0.8439	0.8473	0.4219	0.8526	0.8352	0.8096	0.8484	0.7432	0.7928	0.8755	0.9006
0.2426	133.0	66500	0.3092	0.8092	0.9509	0.9023	0.3815	0.8094	0.8172	0.3209	0.8446	0.8473	0.4271	0.8504	0.8398	0.811	0.8504	0.7433	0.7928	0.8734	0.8988
0.2011	134.0	67000	0.3088	0.8087	0.9501	0.9024	0.3701	0.8093	0.8148	0.3204	0.8441	0.847	0.4205	0.8503	0.8407	0.8105	0.8496	0.7434	0.7928	0.8724	0.8985
0.2408	135.0	67500	0.3120	0.8034	0.9497	0.9032	0.3635	0.8042	0.8049	0.3183	0.8406	0.8434	0.409	0.848	0.832	0.8028	0.8437	0.7355	0.7876	0.8718	0.8988
0.2169	136.0	68000	0.3097	0.8066	0.9498	0.9037	0.3689	0.8068	0.8147	0.3194	0.8436	0.8464	0.4219	0.8503	0.8411	0.8083	0.8476	0.7384	0.7918	0.8732	0.8997
0.2292	137.0	68500	0.3086	0.8046	0.9498	0.8996	0.3796	0.8068	0.8031	0.3184	0.8407	0.844	0.4314	0.849	0.8316	0.8058	0.8456	0.7339	0.7866	0.874	0.8997
0.2231	138.0	69000	0.3083	0.8073	0.9477	0.905	0.3733	0.8098	0.8085	0.3192	0.8433	0.8461	0.4119	0.8516	0.8356	0.8075	0.848	0.74	0.7897	0.8742	0.9006
0.1987	139.0	69500	0.3096	0.8068	0.9492	0.8997	0.3756	0.8094	0.8041	0.319	0.8427	0.8454	0.4252	0.851	0.8318	0.8089	0.8488	0.7366	0.7876	0.8747	0.8997
0.1917	140.0	70000	0.3101	0.8051	0.9476	0.9028	0.3669	0.8076	0.812	0.3184	0.8411	0.8441	0.4038	0.8494	0.8377	0.8057	0.8456	0.735	0.7866	0.8746	0.9
0.2281	141.0	70500	0.3109	0.8049	0.9476	0.9091	0.3608	0.8076	0.8106	0.3194	0.8415	0.8444	0.4038	0.8499	0.8359	0.8048	0.846	0.7368	0.7887	0.8731	0.8985
0.2052	142.0	71000	0.3089	0.8064	0.9478	0.9063	0.3715	0.8096	0.8141	0.3192	0.8427	0.8454	0.4052	0.8512	0.8407	0.8072	0.8468	0.7376	0.7897	0.8744	0.8997
0.215	143.0	71500	0.3087	0.8073	0.9476	0.9062	0.3781	0.8087	0.815	0.3193	0.8434	0.8463	0.42	0.8508	0.8418	0.8082	0.8484	0.7384	0.7907	0.8752	0.8997
0.2031	144.0	72000	0.3087	0.8065	0.9475	0.9062	0.3766	0.8091	0.8107	0.3191	0.843	0.8458	0.42	0.8511	0.8384	0.8062	0.8476	0.7383	0.7897	0.8752	0.9
0.2042	145.0	72500	0.3093	0.8056	0.9476	0.9048	0.3781	0.8082	0.8105	0.3189	0.8425	0.8452	0.42	0.8506	0.8374	0.8045	0.846	0.737	0.7897	0.8752	0.9
0.1978	146.0	73000	0.3089	0.8065	0.9475	0.9047	0.3781	0.8091	0.815	0.3197	0.8436	0.8463	0.42	0.8515	0.8418	0.8064	0.848	0.7372	0.7907	0.876	0.9003
0.1969	147.0	73500	0.3089	0.8063	0.9477	0.9049	0.3766	0.8093	0.8145	0.3195	0.8434	0.8462	0.42	0.8515	0.8408	0.8065	0.8476	0.7377	0.7907	0.8748	0.9003
0.2083	148.0	74000	0.3089	0.8062	0.9477	0.9049	0.3781	0.8098	0.8149	0.3198	0.8435	0.8463	0.42	0.8519	0.8417	0.8066	0.848	0.7377	0.7907	0.8744	0.9003
0.1991	149.0	74500	0.3090	0.8062	0.9477	0.9049	0.3781	0.8098	0.8149	0.3198	0.8436	0.8464	0.42	0.8519	0.8418	0.8066	0.848	0.7377	0.7907	0.8745	0.9006
0.2337	150.0	75000	0.3090	0.8062	0.9477	0.9049	0.3781	0.8098	0.8149	0.3198	0.8436	0.8464	0.42	0.8519	0.8418	0.8066	0.848	0.7377	0.7907	0.8745	0.9006

Framework versions

• Transformers 4.45.2
• Pytorch 2.5.0+cu121
• Datasets 2.19.2
• Tokenizers 0.20.1