chickens-composite-101818181818-150-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: 0.2920
• Map: 0.8077
• Map 50: 0.9477
• Map 75: 0.9158
• Map Small: 0.3091
• Map Medium: 0.8073
• Map Large: 0.8068
• Mar 1: 0.3412
• Mar 10: 0.8477
• Mar 100: 0.8503
• Mar Small: 0.3681
• Mar Medium: 0.8532
• Mar Large: 0.8416
• Map Chicken: 0.8113
• Mar 100 Chicken: 0.8536
• Map Duck: 0.7376
• Mar 100 Duck: 0.7884
• Map Plant: 0.8741
• Mar 100 Plant: 0.9087

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
1.4053	1.0	500	1.2477	0.2132	0.2977	0.2494	0.0752	0.0	0.2736	0.111	0.5644	0.0246	0.0896	0.344	0.4277	0.5375	0.0	0.7455	0.4384	0.3889	0.125
1.1026	2.0	1000	0.9474	0.3289	0.4761	0.3739	0.2886	0.0	0.3581	0.2865	0.6982	0.0533	0.1172	0.4404	0.453	0.5972	0.0	0.7617	0.4725	0.4198	0.075
0.9145	3.0	1500	0.8323	0.3774	0.5429	0.4501	0.4292	0.0	0.3887	0.3387	0.7029	0.056	0.1275	0.4604	0.4671	0.6444	0.0	0.7569	0.4759	0.434	0.1417
0.7969	4.0	2000	0.7482	0.4014	0.5722	0.4757	0.469	0.0	0.4236	0.3599	0.7351	0.0509	0.1308	0.4796	0.484	0.6673	0.0	0.7846	0.5137	0.4489	0.1
0.7362	5.0	2500	0.6636	0.4105	0.5683	0.4776	0.497	0.0	0.4218	0.37	0.7346	0.0401	0.1347	0.4905	0.4936	0.6996	0.0	0.7813	0.5035	0.4576	0.1042
0.7851	6.0	3000	0.6610	0.4002	0.5655	0.4674	0.4651	0.0	0.4233	0.3654	0.7355	0.0907	0.1327	0.4844	0.4895	0.6871	0.0	0.7813	0.5251	0.4573	0.125
0.6384	7.0	3500	0.6013	0.4291	0.5761	0.5129	0.5187	0.0	0.4431	0.4007	0.7686	0.1241	0.1398	0.5048	0.5076	0.7105	0.0	0.8123	0.5196	0.4804	0.175
0.6665	8.0	4000	0.5634	0.4512	0.6017	0.5271	0.5892	0.0	0.4484	0.4258	0.7643	0.1577	0.1449	0.5129	0.5176	0.7435	0.0	0.8093	0.5259	0.4958	0.2125
0.6543	9.0	4500	0.5299	0.4662	0.611	0.5561	0.6205	0.0005	0.4742	0.4369	0.7774	0.1541	0.146	0.5226	0.5262	0.7516	0.0021	0.825	0.5364	0.5003	0.1792
0.6318	10.0	5000	0.5264	0.4936	0.6349	0.5793	0.6865	0.0113	0.5046	0.4713	0.7831	0.1658	0.1576	0.5431	0.5473	0.779	0.0284	0.8343	0.5586	0.5251	0.2167
0.5645	11.0	5500	0.5428	0.4775	0.6367	0.5697	0.6568	0.0055	0.4917	0.4478	0.7701	0.1445	0.1543	0.5246	0.5273	0.7411	0.0242	0.8166	0.5456	0.4978	0.2042
0.5886	12.0	6000	0.5083	0.4952	0.6519	0.5862	0.6893	0.0087	0.5185	0.4623	0.7875	0.1526	0.161	0.5425	0.55	0.7633	0.0621	0.8247	0.5662	0.5207	0.2958
0.5457	13.0	6500	0.4834	0.5798	0.7671	0.7027	0.6983	0.256	0.562	0.5678	0.7851	0.137	0.2139	0.6144	0.6182	0.7484	0.2779	0.8283	0.5973	0.6102	0.2083
0.5674	14.0	7000	0.4656	0.6557	0.8508	0.7891	0.7219	0.4557	0.6289	0.649	0.7896	0.2017	0.2701	0.6958	0.6988	0.7685	0.4958	0.8319	0.6629	0.6961	0.3083
0.5682	15.0	7500	0.4718	0.6374	0.8625	0.7728	0.6638	0.4603	0.6314	0.6244	0.7882	0.1348	0.2676	0.682	0.6845	0.7234	0.5032	0.8268	0.6692	0.6795	0.175
0.4899	16.0	8000	0.4192	0.7045	0.9058	0.841	0.7302	0.5906	0.7083	0.6839	0.7927	0.1918	0.2982	0.7452	0.748	0.777	0.6316	0.8355	0.7423	0.734	0.2333
0.3987	17.0	8500	0.3887	0.7215	0.9245	0.8647	0.724	0.6257	0.7247	0.7142	0.8149	0.2032	0.3116	0.7643	0.7692	0.7722	0.6811	0.8545	0.7637	0.762	0.2861
0.4619	18.0	9000	0.4065	0.7078	0.9116	0.8648	0.729	0.5958	0.7406	0.6949	0.7987	0.1958	0.302	0.752	0.7545	0.777	0.6453	0.8413	0.777	0.7438	0.2458
0.4152	19.0	9500	0.4048	0.7007	0.9187	0.8475	0.7139	0.5803	0.7123	0.6925	0.8079	0.2193	0.2994	0.7487	0.7523	0.7645	0.6442	0.8482	0.7519	0.7481	0.2875
0.433	20.0	10000	0.3881	0.7122	0.8942	0.8579	0.7317	0.5846	0.6779	0.7154	0.8203	0.23	0.2993	0.7515	0.7553	0.7855	0.6221	0.8584	0.7165	0.7616	0.2958
0.4217	21.0	10500	0.3993	0.7098	0.9189	0.854	0.7091	0.6125	0.6944	0.7001	0.8078	0.1268	0.3026	0.7515	0.755	0.7621	0.6526	0.8503	0.7351	0.7505	0.1875
0.437	22.0	11000	0.3756	0.7397	0.9455	0.8872	0.7461	0.663	0.7388	0.7359	0.8099	0.3	0.3132	0.7856	0.7882	0.7839	0.7284	0.8524	0.7758	0.7878	0.3722
0.3823	23.0	11500	0.3662	0.7413	0.9302	0.8634	0.7438	0.6558	0.7313	0.7434	0.8243	0.2147	0.3125	0.7779	0.7815	0.7823	0.6979	0.8645	0.768	0.7838	0.2917
0.4099	24.0	12000	0.3782	0.7106	0.9135	0.837	0.7338	0.5835	0.7303	0.7055	0.8144	0.17	0.3035	0.7523	0.756	0.7823	0.6368	0.8488	0.7634	0.7529	0.2208
0.4394	25.0	12500	0.3560	0.7486	0.9406	0.9005	0.7494	0.6785	0.7588	0.7379	0.818	0.3099	0.3224	0.7901	0.7924	0.796	0.7242	0.8569	0.7922	0.7844	0.3792
0.4073	26.0	13000	0.3494	0.7445	0.9451	0.8774	0.7541	0.6621	0.7622	0.7349	0.8174	0.2726	0.3184	0.7848	0.7883	0.7944	0.7126	0.8578	0.8	0.7812	0.3361
0.3584	27.0	13500	0.3502	0.7466	0.929	0.8916	0.7425	0.6693	0.7625	0.7331	0.8279	0.1946	0.3176	0.7842	0.7892	0.7831	0.7168	0.8678	0.7998	0.7816	0.2583
0.3832	28.0	14000	0.3387	0.7665	0.9475	0.8894	0.7693	0.7016	0.7768	0.7563	0.8287	0.256	0.3242	0.8051	0.8091	0.8069	0.7516	0.869	0.8141	0.8013	0.3611
0.4091	29.0	14500	0.3726	0.7636	0.9538	0.8979	0.7684	0.6981	0.7624	0.7576	0.8243	0.3196	0.3197	0.7993	0.8036	0.8048	0.7442	0.8617	0.7988	0.7974	0.4361
0.3381	30.0	15000	0.3592	0.7447	0.9546	0.9023	0.7316	0.6702	0.7521	0.7442	0.8323	0.3173	0.3134	0.7879	0.7908	0.7742	0.7263	0.872	0.7925	0.7903	0.3958
0.3368	31.0	15500	0.3480	0.7512	0.9404	0.87	0.7578	0.6736	0.7649	0.7399	0.8222	0.3136	0.323	0.7971	0.8015	0.7996	0.7379	0.8669	0.8056	0.7943	0.425
0.3684	32.0	16000	0.3740	0.7176	0.9117	0.841	0.7508	0.5789	0.7257	0.7114	0.8233	0.2731	0.3027	0.7582	0.7646	0.7988	0.6295	0.8657	0.7583	0.7638	0.3708
0.3512	33.0	16500	0.3633	0.746	0.9453	0.8793	0.7502	0.6716	0.7449	0.7318	0.8162	0.2404	0.3147	0.783	0.7873	0.7875	0.7158	0.8587	0.7851	0.7773	0.2931
0.339	34.0	17000	0.3639	0.7315	0.9132	0.8556	0.7576	0.6165	0.7388	0.7248	0.8204	0.191	0.3135	0.7729	0.7766	0.7996	0.6674	0.863	0.7715	0.7757	0.2681
0.3473	35.0	17500	0.3505	0.7395	0.9401	0.8612	0.7276	0.6659	0.7272	0.7386	0.8248	0.3197	0.3182	0.7808	0.7871	0.7815	0.7116	0.8684	0.7637	0.7899	0.4139
0.3245	36.0	18000	0.3572	0.7362	0.941	0.869	0.7426	0.6396	0.7436	0.725	0.8263	0.2533	0.3179	0.7794	0.7844	0.798	0.6926	0.8627	0.788	0.7784	0.3181
0.3034	37.0	18500	0.3292	0.7672	0.9507	0.9006	0.7605	0.7016	0.7688	0.7618	0.8394	0.3576	0.3269	0.8055	0.8101	0.804	0.7453	0.881	0.8074	0.8081	0.4722
0.3034	38.0	19000	0.3557	0.752	0.9405	0.8849	0.7566	0.6644	0.7595	0.7431	0.8351	0.1968	0.323	0.7902	0.7963	0.804	0.7147	0.8702	0.7997	0.7888	0.2806
0.3203	39.0	19500	0.3412	0.7583	0.936	0.881	0.7689	0.6778	0.7761	0.7493	0.8282	0.238	0.3233	0.8044	0.8074	0.8137	0.7389	0.8696	0.8151	0.802	0.3167
0.3294	40.0	20000	0.3277	0.7661	0.9502	0.9104	0.7762	0.6952	0.7706	0.7589	0.8268	0.2645	0.3239	0.8081	0.8143	0.8234	0.7505	0.869	0.8173	0.8087	0.3597
0.3371	41.0	20500	0.3199	0.7796	0.9531	0.9052	0.7818	0.7261	0.7832	0.7775	0.8309	0.2026	0.3321	0.8172	0.8244	0.8262	0.7779	0.869	0.8192	0.8216	0.3097
0.3152	42.0	21000	0.3230	0.7752	0.9505	0.9004	0.777	0.7122	0.7646	0.7776	0.8363	0.2606	0.3261	0.8152	0.8197	0.821	0.76	0.878	0.8078	0.8211	0.3556
0.2923	43.0	21500	0.3489	0.7628	0.9461	0.9041	0.7626	0.6946	0.7674	0.756	0.8311	0.1877	0.3223	0.8015	0.8074	0.8056	0.7495	0.8672	0.8105	0.8008	0.2806
0.2911	44.0	22000	0.3462	0.7604	0.9551	0.902	0.7409	0.704	0.7573	0.7514	0.8362	0.2793	0.3231	0.7995	0.8035	0.7847	0.7547	0.8711	0.8025	0.7941	0.3542
0.3483	45.0	22500	0.3127	0.7808	0.949	0.9075	0.7884	0.7041	0.7737	0.781	0.8497	0.1944	0.3301	0.8204	0.8267	0.827	0.7716	0.8816	0.8127	0.8258	0.3458
0.2995	46.0	23000	0.3279	0.7731	0.945	0.9019	0.7756	0.7061	0.7637	0.773	0.8376	0.3203	0.3282	0.8118	0.8157	0.8181	0.7537	0.8753	0.8122	0.8145	0.3875
0.3051	47.0	23500	0.3230	0.7755	0.9534	0.8973	0.7728	0.7064	0.7557	0.7788	0.8471	0.3002	0.326	0.8161	0.8203	0.8141	0.7642	0.8825	0.8009	0.8228	0.3903
0.3151	48.0	24000	0.3249	0.7727	0.9556	0.8934	0.7583	0.7109	0.758	0.7667	0.8488	0.2545	0.3243	0.8145	0.8188	0.8052	0.7695	0.8816	0.8023	0.8114	0.3583
0.2858	49.0	24500	0.3337	0.7602	0.9435	0.8897	0.7603	0.6782	0.7742	0.7478	0.8421	0.2511	0.3254	0.801	0.8056	0.8077	0.7295	0.8795	0.8134	0.7968	0.3528
0.2805	50.0	25000	0.3290	0.771	0.9535	0.8821	0.7626	0.6968	0.7587	0.7754	0.8534	0.25	0.3266	0.8125	0.8168	0.8105	0.7526	0.8873	0.8029	0.8227	0.3403
0.3061	51.0	25500	0.3256	0.7722	0.9437	0.8933	0.7766	0.6889	0.7676	0.7686	0.8511	0.2907	0.3235	0.8103	0.8128	0.819	0.7347	0.8846	0.8068	0.8132	0.3458
0.3193	52.0	26000	0.3298	0.7714	0.9492	0.902	0.7804	0.695	0.7758	0.7642	0.8389	0.2703	0.3251	0.8076	0.8107	0.8218	0.7368	0.8735	0.8187	0.8049	0.3375
0.2874	53.0	26500	0.3233	0.7678	0.9355	0.8823	0.7867	0.6681	0.7805	0.762	0.8485	0.2712	0.3252	0.808	0.811	0.8266	0.7232	0.8831	0.8179	0.8097	0.3347
0.274	54.0	27000	0.3293	0.7717	0.9471	0.9046	0.764	0.7013	0.7675	0.7685	0.8498	0.2921	0.3274	0.8088	0.8121	0.8109	0.7442	0.8813	0.8026	0.8127	0.3736
0.3281	55.0	27500	0.3472	0.7735	0.9504	0.9009	0.7682	0.6983	0.7653	0.7668	0.8541	0.3038	0.3281	0.8107	0.8139	0.8105	0.7453	0.8858	0.8027	0.8109	0.3889
0.2792	56.0	28000	0.3254	0.7822	0.9473	0.9008	0.7724	0.7218	0.788	0.7787	0.8523	0.2316	0.3338	0.8169	0.8217	0.8185	0.7621	0.8843	0.8252	0.8197	0.3208
0.2993	57.0	28500	0.3367	0.7803	0.9461	0.9146	0.7651	0.7266	0.7959	0.7758	0.8493	0.3025	0.3289	0.8147	0.8221	0.8121	0.7705	0.8837	0.8277	0.8184	0.4361
0.3099	58.0	29000	0.3266	0.7741	0.9413	0.9049	0.7669	0.6962	0.7867	0.7667	0.859	0.2785	0.3255	0.8114	0.8182	0.8157	0.7495	0.8895	0.8228	0.8111	0.3903
0.3006	59.0	29500	0.3277	0.7811	0.9463	0.8999	0.767	0.7194	0.7902	0.7779	0.8569	0.2351	0.3316	0.8173	0.8203	0.8052	0.7674	0.8883	0.8225	0.819	0.3264
0.293	60.0	30000	0.3289	0.775	0.9453	0.9004	0.7754	0.7093	0.7913	0.7725	0.8403	0.3003	0.3296	0.8108	0.8155	0.8214	0.7463	0.8789	0.8294	0.8104	0.4042
0.293	61.0	30500	0.3381	0.7689	0.944	0.9	0.7733	0.6846	0.7807	0.7619	0.8488	0.2801	0.3265	0.8021	0.8097	0.8121	0.7337	0.8834	0.8088	0.8084	0.3472
0.3054	62.0	31000	0.3289	0.7743	0.9535	0.8912	0.7672	0.7019	0.7817	0.7676	0.8538	0.3075	0.3307	0.8142	0.8184	0.8125	0.7568	0.8858	0.8138	0.8166	0.3931
0.2988	63.0	31500	0.3311	0.7717	0.9403	0.8903	0.7761	0.6895	0.7881	0.7662	0.8496	0.3147	0.332	0.8132	0.8155	0.8177	0.7442	0.8846	0.8234	0.8121	0.3958
0.292	64.0	32000	0.3342	0.7766	0.9481	0.9092	0.7738	0.7078	0.7886	0.7735	0.8482	0.3001	0.3296	0.8156	0.8196	0.8181	0.7579	0.8828	0.8229	0.8182	0.3792
0.2722	65.0	32500	0.3164	0.7786	0.9492	0.9022	0.7827	0.6865	0.7771	0.7759	0.8665	0.3049	0.3279	0.8165	0.8227	0.8306	0.7411	0.8964	0.8132	0.8217	0.3972
0.2741	66.0	33000	0.3280	0.7785	0.9444	0.8962	0.7717	0.7064	0.7973	0.7746	0.8573	0.2521	0.3303	0.8219	0.8262	0.8202	0.7642	0.8943	0.8314	0.8253	0.3528
0.2583	67.0	33500	0.3298	0.7684	0.9435	0.911	0.7665	0.6877	0.7855	0.7589	0.8511	0.2861	0.3227	0.8092	0.8128	0.8153	0.7368	0.8861	0.8197	0.8066	0.3792
0.2687	68.0	34000	0.3116	0.7854	0.9422	0.9099	0.7809	0.7136	0.7954	0.7815	0.8617	0.3415	0.3333	0.8256	0.8306	0.8246	0.7705	0.8967	0.8299	0.8304	0.4347
0.2551	69.0	34500	0.3138	0.7862	0.9438	0.9003	0.7851	0.7196	0.7939	0.7841	0.8538	0.252	0.3329	0.8226	0.8268	0.8335	0.7589	0.888	0.8324	0.8257	0.3347
0.2599	70.0	35000	0.3066	0.7808	0.9454	0.9049	0.7823	0.7096	0.7951	0.7726	0.8506	0.2996	0.3309	0.8205	0.8238	0.8274	0.7589	0.8849	0.8362	0.8197	0.3528
0.2557	71.0	35500	0.3199	0.7818	0.9501	0.9122	0.7759	0.7061	0.7918	0.7726	0.8635	0.2611	0.3298	0.8214	0.8246	0.8202	0.76	0.8937	0.8264	0.8182	0.3569
0.2659	72.0	36000	0.3060	0.7937	0.9493	0.9115	0.7909	0.7209	0.7933	0.7942	0.8693	0.3496	0.3357	0.8295	0.8333	0.8331	0.7663	0.9006	0.8241	0.8341	0.4222
0.2815	73.0	36500	0.3145	0.783	0.9491	0.9155	0.7768	0.7141	0.7839	0.7768	0.8579	0.3012	0.329	0.8165	0.8214	0.819	0.7568	0.8886	0.8181	0.8173	0.3792
0.2303	74.0	37000	0.3187	0.7823	0.9535	0.9207	0.7765	0.7248	0.7897	0.7723	0.8457	0.3227	0.3288	0.8211	0.8247	0.8246	0.7684	0.881	0.8234	0.8153	0.4236
0.2871	75.0	37500	0.3217	0.7787	0.9401	0.906	0.771	0.7157	0.7772	0.7782	0.8493	0.3092	0.3292	0.8229	0.8263	0.8214	0.7684	0.8892	0.8157	0.8304	0.4028
0.2432	76.0	38000	0.3139	0.7759	0.94	0.9042	0.7785	0.6999	0.7796	0.7728	0.8491	0.2778	0.3292	0.8176	0.8212	0.8234	0.7516	0.8886	0.8145	0.8236	0.3361
0.2781	77.0	38500	0.3370	0.7739	0.9349	0.8953	0.7758	0.6934	0.7756	0.7738	0.8524	0.3185	0.3297	0.816	0.8184	0.8214	0.7421	0.8919	0.8123	0.8188	0.3875
0.2527	78.0	39000	0.3022	0.7879	0.9393	0.9096	0.7889	0.7108	0.7881	0.7877	0.8641	0.2717	0.3349	0.8261	0.8289	0.8355	0.7537	0.8976	0.8242	0.8304	0.3542
0.2705	79.0	39500	0.3070	0.7803	0.9486	0.9085	0.2776	0.7774	0.7799	0.3326	0.8234	0.8259	0.3333	0.8255	0.8194	0.7755	0.823	0.7104	0.7621	0.855	0.8925
0.2275	80.0	40000	0.3107	0.7739	0.9315	0.8937	0.2574	0.7743	0.7726	0.3256	0.815	0.8186	0.3278	0.8189	0.8164	0.7871	0.8335	0.6775	0.7284	0.8573	0.894
0.2616	81.0	40500	0.3109	0.7855	0.941	0.9013	0.3217	0.7877	0.7872	0.333	0.8254	0.8286	0.3903	0.8308	0.825	0.7883	0.8294	0.7026	0.7558	0.8655	0.9006
0.2355	82.0	41000	0.3161	0.7823	0.9425	0.8978	0.2979	0.7793	0.78	0.3332	0.8228	0.8274	0.3875	0.827	0.8129	0.792	0.8351	0.6955	0.7505	0.8594	0.8967
0.252	83.0	41500	0.3297	0.7764	0.9371	0.9031	0.2282	0.7748	0.776	0.3291	0.8189	0.8222	0.3236	0.8247	0.8133	0.7746	0.8218	0.6971	0.7495	0.8577	0.8955
0.2559	84.0	42000	0.3112	0.7837	0.931	0.8905	0.2496	0.7793	0.788	0.3368	0.8241	0.8267	0.3083	0.8267	0.8234	0.7946	0.8343	0.6957	0.7495	0.8607	0.8964
0.23	85.0	42500	0.3214	0.7768	0.9357	0.8973	0.2582	0.7721	0.7927	0.3265	0.8163	0.8201	0.3583	0.8189	0.8206	0.7768	0.8242	0.6963	0.74	0.8574	0.8961
0.211	86.0	43000	0.3098	0.7871	0.9396	0.901	0.3	0.7813	0.7916	0.3318	0.8257	0.8289	0.3764	0.8275	0.8251	0.7872	0.8327	0.7158	0.7589	0.8583	0.8952
0.2234	87.0	43500	0.2975	0.8018	0.9482	0.9091	0.3233	0.7983	0.805	0.3387	0.8387	0.8425	0.4181	0.8408	0.8362	0.8003	0.8403	0.7399	0.7853	0.8652	0.9018
0.2361	88.0	44000	0.3144	0.7859	0.9288	0.8954	0.2457	0.7859	0.7829	0.33	0.8247	0.8282	0.3167	0.8301	0.8197	0.8026	0.8464	0.6983	0.7442	0.8568	0.894
0.2305	89.0	44500	0.3158	0.8005	0.9495	0.9093	0.2671	0.8012	0.79	0.3364	0.8388	0.8416	0.3361	0.8459	0.8235	0.7997	0.8395	0.7393	0.7874	0.8626	0.8979
0.2235	90.0	45000	0.3080	0.7924	0.9411	0.9083	0.2627	0.7869	0.7957	0.3358	0.8323	0.8366	0.3611	0.837	0.8321	0.7875	0.8331	0.7227	0.7737	0.867	0.903
0.2371	91.0	45500	0.3000	0.7932	0.9547	0.9102	0.307	0.7927	0.7888	0.3305	0.834	0.838	0.3736	0.8412	0.8265	0.7979	0.8351	0.7177	0.7779	0.864	0.9009
0.2136	92.0	46000	0.3052	0.7917	0.9531	0.9044	0.3165	0.7878	0.7869	0.3339	0.8328	0.8356	0.4056	0.8368	0.8202	0.7917	0.8343	0.7304	0.7789	0.8529	0.8937
0.2609	93.0	46500	0.3135	0.7798	0.933	0.8879	0.3041	0.7746	0.7992	0.3315	0.8231	0.8266	0.3569	0.8259	0.8365	0.7878	0.8343	0.6877	0.7442	0.864	0.9012
0.2258	94.0	47000	0.2984	0.7982	0.9455	0.9074	0.308	0.7923	0.7977	0.341	0.839	0.8418	0.3847	0.8413	0.8305	0.802	0.8464	0.7331	0.7832	0.8595	0.8958
0.2249	95.0	47500	0.3127	0.7872	0.9452	0.9067	0.2976	0.7879	0.7895	0.3353	0.8316	0.8349	0.375	0.8363	0.8277	0.7907	0.8375	0.7184	0.7737	0.8527	0.8934
0.2353	96.0	48000	0.3098	0.7896	0.9428	0.9046	0.2852	0.7846	0.7905	0.3345	0.8299	0.8338	0.3681	0.834	0.8252	0.7922	0.8375	0.717	0.7663	0.8596	0.8976
0.2361	97.0	48500	0.3121	0.7897	0.9378	0.8908	0.2774	0.7896	0.7944	0.3377	0.8317	0.835	0.3486	0.8377	0.8316	0.7923	0.8379	0.7171	0.7674	0.8596	0.8997
0.2273	98.0	49000	0.2956	0.7965	0.9503	0.903	0.3052	0.7928	0.7924	0.338	0.8425	0.8451	0.4028	0.8467	0.8306	0.7937	0.8419	0.7282	0.7905	0.8676	0.9027
0.2461	99.0	49500	0.3038	0.7906	0.9376	0.8969	0.3125	0.7844	0.796	0.3367	0.8322	0.8346	0.3889	0.8342	0.8332	0.7937	0.8399	0.718	0.7653	0.8603	0.8985
0.2195	100.0	50000	0.2938	0.7953	0.9426	0.8928	0.3242	0.7928	0.7988	0.3396	0.8379	0.8402	0.4069	0.8414	0.8343	0.8022	0.8472	0.7161	0.7695	0.8676	0.9039
0.2093	101.0	50500	0.3043	0.7953	0.9499	0.9023	0.3206	0.7908	0.7915	0.3373	0.837	0.8409	0.4042	0.8421	0.8302	0.7931	0.8415	0.7238	0.7779	0.869	0.9033
0.2161	102.0	51000	0.3034	0.7945	0.9405	0.9057	0.3314	0.79	0.8063	0.3401	0.8365	0.8393	0.4139	0.8369	0.8437	0.7972	0.846	0.724	0.7705	0.8624	0.9015
0.219	103.0	51500	0.2984	0.7964	0.9511	0.9086	0.3009	0.7991	0.7869	0.338	0.8375	0.842	0.3792	0.8462	0.8272	0.7948	0.8435	0.7312	0.7821	0.8631	0.9003
0.2472	104.0	52000	0.3095	0.7956	0.9511	0.9115	0.2932	0.7917	0.8018	0.3359	0.8359	0.8397	0.4	0.8382	0.8348	0.7952	0.8383	0.7274	0.78	0.8644	0.9009
0.2457	105.0	52500	0.3061	0.7929	0.9371	0.9027	0.2809	0.784	0.8069	0.3377	0.8327	0.8359	0.3417	0.8316	0.8457	0.8015	0.8448	0.7138	0.7653	0.8634	0.8976
0.2017	106.0	53000	0.3000	0.8017	0.9475	0.9114	0.2991	0.7983	0.8011	0.3372	0.8439	0.8466	0.3764	0.8475	0.8398	0.8056	0.8496	0.7309	0.7863	0.8687	0.9039
0.2055	107.0	53500	0.2946	0.8083	0.9481	0.9106	0.2911	0.8083	0.7989	0.3434	0.8477	0.8513	0.3667	0.8562	0.8344	0.8141	0.8536	0.7396	0.7947	0.8713	0.9054
0.221	108.0	54000	0.2895	0.8036	0.9508	0.9127	0.3249	0.8017	0.7996	0.3407	0.8445	0.8478	0.4083	0.849	0.8383	0.8034	0.8464	0.7377	0.7937	0.8696	0.9033
0.2018	109.0	54500	0.2988	0.8	0.9398	0.9075	0.265	0.7982	0.8017	0.3413	0.8414	0.8438	0.3292	0.8465	0.8359	0.8103	0.8516	0.7241	0.78	0.8656	0.8997
0.2116	110.0	55000	0.2982	0.8012	0.9461	0.9134	0.3103	0.7977	0.8061	0.3412	0.843	0.8453	0.3722	0.8487	0.8362	0.8007	0.8419	0.7373	0.7937	0.8655	0.9003
0.2151	111.0	55500	0.2987	0.8005	0.9404	0.8995	0.2806	0.799	0.8037	0.3428	0.8413	0.8449	0.3514	0.8491	0.837	0.8043	0.85	0.7294	0.7842	0.8676	0.9006
0.2168	112.0	56000	0.2926	0.8076	0.9475	0.9101	0.2939	0.804	0.8077	0.3404	0.8471	0.8506	0.3681	0.8533	0.8372	0.808	0.8476	0.7416	0.7968	0.8732	0.9072
0.2245	113.0	56500	0.2975	0.7991	0.9446	0.9068	0.2872	0.7977	0.797	0.335	0.8404	0.8435	0.3458	0.8469	0.8342	0.8001	0.8423	0.7274	0.7832	0.8698	0.9051
0.235	114.0	57000	0.2973	0.8075	0.9449	0.908	0.3041	0.8058	0.8076	0.3413	0.8483	0.8517	0.375	0.8554	0.8403	0.8073	0.8512	0.7428	0.7968	0.8724	0.9069
0.2008	115.0	57500	0.3147	0.8024	0.9466	0.9154	0.298	0.7987	0.8062	0.3396	0.8438	0.8464	0.3611	0.847	0.8412	0.7963	0.8423	0.7436	0.7958	0.8671	0.9012
0.2225	116.0	58000	0.2958	0.802	0.9409	0.9039	0.2781	0.8002	0.8078	0.3399	0.8459	0.8488	0.3444	0.8512	0.8418	0.8009	0.8464	0.7359	0.7958	0.8691	0.9042
0.1969	117.0	58500	0.2989	0.8062	0.9446	0.9094	0.2932	0.8073	0.8038	0.34	0.846	0.8489	0.3639	0.8523	0.841	0.8083	0.8528	0.74	0.7895	0.8702	0.9045
0.2242	118.0	59000	0.2910	0.8075	0.9496	0.9127	0.2838	0.805	0.8004	0.3422	0.8481	0.8508	0.3597	0.8513	0.8397	0.8093	0.854	0.7413	0.7937	0.8719	0.9048
0.2193	119.0	59500	0.2938	0.8062	0.9437	0.9114	0.2695	0.8073	0.8067	0.3416	0.848	0.8511	0.3403	0.8555	0.843	0.8109	0.8548	0.7422	0.7968	0.8656	0.9015
0.1929	120.0	60000	0.2947	0.8036	0.9466	0.9071	0.2826	0.8013	0.8005	0.3405	0.845	0.8482	0.3597	0.8502	0.8404	0.8025	0.848	0.7364	0.7905	0.8718	0.906
0.234	121.0	60500	0.2966	0.8051	0.9469	0.9099	0.2836	0.8044	0.8052	0.3415	0.8458	0.8485	0.3472	0.8516	0.841	0.8082	0.8504	0.7361	0.7895	0.8709	0.9057
0.2487	122.0	61000	0.2978	0.8028	0.9442	0.9099	0.3001	0.8003	0.8034	0.3393	0.8427	0.8455	0.3681	0.848	0.8394	0.8041	0.8464	0.7369	0.7884	0.8672	0.9018
0.2144	123.0	61500	0.3070	0.8028	0.9434	0.9065	0.2893	0.8061	0.7976	0.3389	0.845	0.8474	0.3486	0.8535	0.8387	0.7999	0.8452	0.7387	0.7926	0.8698	0.9045
0.2	124.0	62000	0.3050	0.8024	0.9412	0.9047	0.2815	0.8016	0.8082	0.341	0.8424	0.8449	0.3264	0.8467	0.8447	0.8076	0.8504	0.7302	0.7811	0.8695	0.9033
0.216	125.0	62500	0.2965	0.8061	0.9436	0.9075	0.3028	0.8071	0.8086	0.342	0.8471	0.8496	0.3597	0.8543	0.8407	0.8073	0.8504	0.7383	0.7916	0.8728	0.9069
0.2556	126.0	63000	0.3021	0.7961	0.9403	0.9039	0.2741	0.7967	0.7992	0.3378	0.8386	0.8413	0.3389	0.8435	0.839	0.7994	0.8448	0.7243	0.7768	0.8645	0.9024
0.212	127.0	63500	0.3013	0.8022	0.9435	0.9073	0.2989	0.7997	0.809	0.3371	0.8421	0.8456	0.3639	0.8472	0.8447	0.8029	0.8448	0.7313	0.7853	0.8724	0.9069
0.2067	128.0	64000	0.3011	0.8016	0.9445	0.9093	0.2706	0.8003	0.8064	0.3377	0.843	0.8455	0.325	0.8487	0.8421	0.8046	0.8468	0.7339	0.7863	0.8663	0.9033
0.2224	129.0	64500	0.3004	0.8021	0.9448	0.91	0.2758	0.8017	0.8014	0.3393	0.8433	0.846	0.3347	0.8498	0.8375	0.8056	0.8488	0.7294	0.7832	0.8714	0.906
0.2127	130.0	65000	0.3002	0.8015	0.9417	0.9065	0.3047	0.8002	0.8029	0.3385	0.8422	0.845	0.3694	0.8462	0.8412	0.8059	0.8496	0.7281	0.7789	0.8705	0.9063
0.2123	131.0	65500	0.2958	0.8062	0.9469	0.9108	0.3028	0.8056	0.8099	0.3402	0.8479	0.8505	0.3778	0.8542	0.8448	0.8095	0.8536	0.7341	0.7884	0.8749	0.9093
0.2066	132.0	66000	0.2969	0.8044	0.9469	0.9015	0.3025	0.8018	0.806	0.3398	0.8456	0.8485	0.3778	0.8499	0.8416	0.8096	0.8528	0.7301	0.7842	0.8733	0.9084
0.2252	133.0	66500	0.2954	0.8052	0.9468	0.9083	0.3014	0.8039	0.8042	0.3398	0.8467	0.8492	0.3694	0.8511	0.8418	0.8066	0.8508	0.7358	0.7884	0.8733	0.9084
0.2008	134.0	67000	0.2946	0.806	0.9471	0.9108	0.3066	0.8033	0.8064	0.3403	0.8473	0.8499	0.3778	0.8507	0.8432	0.8082	0.8512	0.7386	0.7916	0.871	0.9069
0.2195	135.0	67500	0.2956	0.8044	0.9439	0.9084	0.3235	0.8027	0.8062	0.3408	0.8446	0.8471	0.3889	0.8487	0.8405	0.81	0.854	0.7303	0.7789	0.8731	0.9084
0.2044	136.0	68000	0.2923	0.8052	0.9439	0.9099	0.307	0.8025	0.8113	0.3411	0.8454	0.848	0.3681	0.8488	0.8457	0.8091	0.8532	0.7311	0.7811	0.8753	0.9096
0.2717	137.0	68500	0.2937	0.8071	0.9445	0.9129	0.2932	0.8037	0.8121	0.3404	0.8468	0.8494	0.3611	0.8506	0.8457	0.8116	0.8536	0.7365	0.7874	0.8732	0.9072
0.2083	138.0	69000	0.2941	0.8062	0.9444	0.9128	0.3005	0.8043	0.8084	0.3403	0.8467	0.8494	0.3639	0.8519	0.8433	0.8074	0.8512	0.7362	0.7884	0.8749	0.9084
0.2154	139.0	69500	0.2936	0.8055	0.9439	0.9101	0.307	0.8027	0.8108	0.3399	0.8445	0.847	0.3681	0.8476	0.846	0.8119	0.854	0.7297	0.7789	0.875	0.9081
0.1902	140.0	70000	0.2949	0.8063	0.9444	0.91	0.3034	0.8041	0.8116	0.3398	0.8452	0.8478	0.3639	0.8485	0.8465	0.8125	0.8548	0.7301	0.7789	0.8762	0.9096
0.2147	141.0	70500	0.2934	0.8086	0.9477	0.9116	0.3069	0.8086	0.8095	0.3406	0.8487	0.8513	0.3681	0.8546	0.8441	0.8111	0.8532	0.7396	0.7916	0.875	0.909
0.2194	142.0	71000	0.2932	0.8077	0.9475	0.9156	0.3069	0.8069	0.8075	0.3401	0.8481	0.8508	0.3681	0.8534	0.8425	0.8106	0.8536	0.739	0.7905	0.8734	0.9081
0.1975	143.0	71500	0.2929	0.8078	0.9477	0.9157	0.3077	0.8077	0.8063	0.3403	0.8481	0.8507	0.3681	0.8533	0.842	0.8099	0.8532	0.7384	0.7895	0.875	0.9093
0.2057	144.0	72000	0.2928	0.8073	0.9478	0.9158	0.3091	0.8059	0.8091	0.3407	0.8477	0.8502	0.3681	0.8521	0.8437	0.8101	0.8532	0.7369	0.7884	0.875	0.909
0.2006	145.0	72500	0.2929	0.8079	0.9478	0.9158	0.3048	0.8069	0.809	0.34	0.8479	0.8504	0.3639	0.8528	0.8437	0.8102	0.8524	0.7385	0.7895	0.875	0.9093
0.2465	146.0	73000	0.2919	0.8069	0.9477	0.9158	0.3091	0.8062	0.8072	0.341	0.8471	0.8497	0.3681	0.8524	0.8423	0.8104	0.8532	0.7364	0.7874	0.8738	0.9084
0.2178	147.0	73500	0.2920	0.8076	0.9477	0.9157	0.3091	0.8073	0.8067	0.3411	0.8476	0.8502	0.3681	0.8533	0.8415	0.8111	0.8528	0.7378	0.7895	0.8738	0.9084
0.1954	148.0	74000	0.2920	0.8076	0.9477	0.9158	0.3091	0.8074	0.8067	0.3412	0.8478	0.8504	0.3681	0.8535	0.8415	0.8111	0.8532	0.7378	0.7895	0.8738	0.9084
0.2306	149.0	74500	0.2920	0.8076	0.9477	0.9158	0.3091	0.8073	0.8067	0.3412	0.8476	0.8502	0.3681	0.8532	0.8415	0.8113	0.8536	0.7376	0.7884	0.8738	0.9084
0.186	150.0	75000	0.2920	0.8077	0.9477	0.9158	0.3091	0.8073	0.8068	0.3412	0.8477	0.8503	0.3681	0.8532	0.8416	0.8113	0.8536	0.7376	0.7884	0.8741	0.9087

Framework versions

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