chickens-composite-8044444-150-epochs-wo-transform-metrics-test

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: 0.2292
• Map: 0.8325
• Map 50: 0.9667
• Map 75: 0.9216
• Map Small: 0.3829
• Map Medium: 0.8475
• Map Large: 0.8697
• Mar 1: 0.3088
• Mar 10: 0.862
• Mar 100: 0.8694
• Mar Small: 0.4616
• Mar Medium: 0.8815
• Mar Large: 0.898
• Map Chicken: 0.821
• Mar 100 Chicken: 0.8702
• Map Duck: 0.7881
• Mar 100 Duck: 0.8196
• Map Plant: 0.8885
• Mar 100 Plant: 0.9185

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
1.3665	1.0	500	1.2582	0.1438	0.2022	0.1612	0.0167	0.0697	0.1576	0.0926	0.264	0.3047	0.0913	0.282	0.2644	0.064	0.1654	0.0	0.0	0.3675	0.7488
1.0808	2.0	1000	1.1152	0.3091	0.4427	0.364	0.0108	0.2714	0.2898	0.1214	0.4314	0.4494	0.1159	0.4481	0.375	0.3302	0.6289	0.0	0.0	0.5973	0.7194
1.1646	3.0	1500	1.1408	0.3658	0.5123	0.4385	0.0194	0.3393	0.3661	0.1336	0.4454	0.4531	0.1063	0.4416	0.4383	0.4551	0.6474	0.0	0.0	0.6424	0.7118
0.7699	4.0	2000	0.7439	0.4294	0.5912	0.5051	0.017	0.4129	0.3907	0.1419	0.4823	0.4936	0.0771	0.4789	0.4893	0.5743	0.6974	0.0026	0.0021	0.7114	0.7815
0.6842	5.0	2500	0.7106	0.4509	0.6047	0.5126	0.0687	0.441	0.3752	0.1493	0.5017	0.5073	0.1516	0.5	0.4411	0.5772	0.6943	0.0376	0.0309	0.738	0.7965
0.7341	6.0	3000	0.6190	0.5818	0.787	0.6866	0.0719	0.5818	0.4839	0.2076	0.6268	0.6327	0.1465	0.6381	0.5287	0.6662	0.736	0.3327	0.3649	0.7465	0.7971
0.6874	7.0	3500	0.5968	0.6621	0.8818	0.7921	0.1147	0.666	0.5083	0.2505	0.7082	0.7114	0.1732	0.7182	0.5332	0.6796	0.7364	0.5434	0.5938	0.7633	0.804
0.5629	8.0	4000	0.4814	0.6924	0.9199	0.8353	0.1931	0.694	0.6502	0.2642	0.7303	0.7378	0.2541	0.7426	0.6854	0.6963	0.7443	0.6074	0.6536	0.7735	0.8156
0.5402	9.0	4500	0.4782	0.6851	0.9326	0.8199	0.1449	0.6855	0.71	0.2695	0.7302	0.738	0.2183	0.7465	0.7443	0.6692	0.7237	0.6302	0.6856	0.7558	0.8046
0.5441	10.0	5000	0.4672	0.6996	0.9249	0.8338	0.1596	0.6963	0.726	0.2742	0.7365	0.7455	0.2484	0.75	0.777	0.705	0.7526	0.621	0.668	0.7728	0.8159
0.5064	11.0	5500	0.4573	0.6829	0.9423	0.8361	0.1564	0.6839	0.7062	0.2671	0.7234	0.7298	0.2135	0.7354	0.7519	0.6741	0.7206	0.5991	0.6536	0.7754	0.8153
0.4986	12.0	6000	0.4355	0.7122	0.9471	0.859	0.1343	0.7156	0.7748	0.2769	0.7513	0.7606	0.3159	0.7661	0.8076	0.7058	0.7526	0.635	0.6928	0.7959	0.8364
0.4475	13.0	6500	0.4073	0.7194	0.9374	0.8445	0.1866	0.7153	0.7717	0.279	0.7597	0.7664	0.2921	0.7686	0.8002	0.7074	0.7548	0.6432	0.6979	0.8075	0.8465
0.4608	14.0	7000	0.4035	0.7112	0.9522	0.8556	0.1984	0.7069	0.7929	0.2746	0.7522	0.76	0.3516	0.7578	0.8268	0.6808	0.7382	0.6508	0.7021	0.802	0.8399
0.4381	15.0	7500	0.3794	0.7421	0.9437	0.8736	0.1956	0.7471	0.8036	0.2831	0.7792	0.7868	0.3598	0.7905	0.8309	0.7245	0.7702	0.6826	0.732	0.8191	0.8584
0.4408	16.0	8000	0.3875	0.7223	0.9515	0.8639	0.1728	0.7225	0.7922	0.2799	0.7651	0.7726	0.2813	0.7773	0.8122	0.705	0.7535	0.6551	0.7155	0.8069	0.8488
0.4457	17.0	8500	0.3790	0.727	0.9475	0.8658	0.1998	0.7343	0.8161	0.2768	0.7703	0.7781	0.3524	0.7828	0.8426	0.7086	0.7654	0.6544	0.7093	0.8179	0.8595
0.4147	18.0	9000	0.3879	0.7153	0.9512	0.8664	0.1327	0.7234	0.7512	0.2835	0.7547	0.7629	0.2871	0.7766	0.782	0.6957	0.7513	0.6502	0.6969	0.7999	0.8405
0.4486	19.0	9500	0.3716	0.7228	0.9498	0.8644	0.2172	0.734	0.8005	0.2764	0.7643	0.7701	0.3906	0.7806	0.8357	0.7037	0.7601	0.6591	0.7041	0.8055	0.846
0.3893	20.0	10000	0.3230	0.7585	0.9652	0.8814	0.1642	0.7585	0.7941	0.29	0.7952	0.804	0.3671	0.807	0.8238	0.7519	0.7982	0.7046	0.7546	0.8189	0.8592
0.4252	21.0	10500	0.3389	0.7442	0.9533	0.8747	0.2651	0.7454	0.7785	0.2829	0.7794	0.7849	0.3351	0.7909	0.8031	0.7377	0.7816	0.6733	0.7134	0.8216	0.8598
0.3994	22.0	11000	0.3339	0.7498	0.9536	0.8878	0.2776	0.7565	0.7892	0.288	0.787	0.7927	0.376	0.8032	0.8295	0.7357	0.782	0.6972	0.7351	0.8166	0.861
0.394	23.0	11500	0.3255	0.7622	0.9586	0.8878	0.2854	0.7615	0.7528	0.2871	0.7953	0.8025	0.4003	0.8064	0.8029	0.76	0.8026	0.7038	0.7423	0.8226	0.8627
0.3649	24.0	12000	0.3400	0.75	0.9491	0.8873	0.2846	0.7498	0.7916	0.2815	0.7837	0.7931	0.4268	0.8003	0.8172	0.7444	0.7921	0.6814	0.7247	0.8244	0.8624
0.3888	25.0	12500	0.3268	0.7588	0.9633	0.8935	0.2659	0.7578	0.7577	0.284	0.7911	0.7992	0.3956	0.7976	0.8004	0.7536	0.8	0.6944	0.7361	0.8285	0.8616
0.3799	26.0	13000	0.3458	0.7695	0.9553	0.8786	0.2255	0.7735	0.7984	0.295	0.8002	0.8062	0.3092	0.8188	0.8266	0.7645	0.8075	0.7051	0.7392	0.8388	0.872
0.3497	27.0	13500	0.3204	0.7616	0.9684	0.8839	0.2739	0.7562	0.7911	0.2835	0.797	0.8051	0.4668	0.8004	0.8259	0.7689	0.8154	0.6865	0.733	0.8294	0.8671
0.3791	28.0	14000	0.3331	0.7461	0.9533	0.8785	0.3349	0.7513	0.7643	0.2829	0.7821	0.7885	0.4184	0.7983	0.7884	0.7324	0.7807	0.6742	0.7196	0.8317	0.8653
0.3625	29.0	14500	0.3239	0.7652	0.9533	0.895	0.2719	0.7671	0.7787	0.286	0.8008	0.8093	0.447	0.8173	0.8331	0.742	0.7978	0.7126	0.7567	0.8411	0.8734
0.3868	30.0	15000	0.3399	0.7558	0.9525	0.876	0.2418	0.7654	0.7898	0.2856	0.7956	0.8022	0.3935	0.8156	0.8413	0.7362	0.7912	0.6916	0.7392	0.8397	0.8763
0.3328	31.0	15500	0.3207	0.7668	0.946	0.8966	0.3242	0.774	0.77	0.2897	0.8011	0.8076	0.4367	0.8177	0.8033	0.7661	0.8066	0.6867	0.732	0.8476	0.8844
0.3572	32.0	16000	0.3117	0.7613	0.9559	0.8975	0.3224	0.7684	0.8026	0.2879	0.798	0.8042	0.3973	0.8145	0.8442	0.7571	0.8057	0.6949	0.7381	0.832	0.8688
0.3516	33.0	16500	0.3172	0.7555	0.9523	0.8998	0.3281	0.7577	0.7618	0.2859	0.7921	0.8005	0.4671	0.8099	0.7872	0.7406	0.7895	0.6831	0.7351	0.8429	0.8769
0.3601	34.0	17000	0.3115	0.7653	0.9697	0.8887	0.2614	0.7687	0.7992	0.2904	0.8038	0.8117	0.424	0.8194	0.8366	0.7594	0.8044	0.7116	0.7608	0.8248	0.8699
0.3492	35.0	17500	0.2925	0.7773	0.9598	0.8891	0.2556	0.787	0.7397	0.2968	0.8111	0.8199	0.3889	0.8312	0.7956	0.7592	0.8048	0.7232	0.7711	0.8496	0.8838
0.3272	36.0	18000	0.2892	0.771	0.9544	0.894	0.3564	0.7711	0.7458	0.291	0.8081	0.8178	0.5102	0.8196	0.7988	0.7593	0.8123	0.7088	0.7598	0.845	0.8812
0.3489	37.0	18500	0.2874	0.7815	0.9564	0.9088	0.4035	0.7794	0.7943	0.2929	0.8114	0.8195	0.4833	0.8208	0.8209	0.7762	0.8171	0.7203	0.7577	0.8481	0.8835
0.3114	38.0	19000	0.3157	0.7713	0.9465	0.9017	0.3277	0.767	0.7637	0.2877	0.802	0.811	0.5103	0.812	0.7926	0.7698	0.818	0.6907	0.7299	0.8534	0.8853
0.3189	39.0	19500	0.2966	0.7794	0.9614	0.9169	0.3714	0.779	0.7577	0.2906	0.8141	0.82	0.4944	0.8206	0.7914	0.7818	0.8237	0.7162	0.7557	0.84	0.8806
0.3044	40.0	20000	0.2893	0.781	0.9664	0.8992	0.3004	0.7809	0.7865	0.2912	0.8145	0.8205	0.4671	0.8213	0.8221	0.7855	0.8259	0.7101	0.7505	0.8474	0.885
0.3039	41.0	20500	0.3026	0.7698	0.9614	0.9166	0.3763	0.7665	0.7726	0.2864	0.804	0.8122	0.5071	0.8088	0.805	0.764	0.8026	0.6944	0.7505	0.8508	0.8835
0.3059	42.0	21000	0.2805	0.7868	0.9626	0.9021	0.3435	0.791	0.8266	0.2946	0.8152	0.8235	0.4825	0.8291	0.8553	0.7831	0.8259	0.7197	0.7546	0.8574	0.8899
0.3155	43.0	21500	0.2971	0.7792	0.965	0.9147	0.2983	0.7769	0.8119	0.2899	0.8135	0.8246	0.5089	0.8241	0.8384	0.7801	0.8263	0.721	0.7732	0.8364	0.8743
0.3091	44.0	22000	0.2909	0.7753	0.9571	0.9104	0.3672	0.7777	0.8133	0.2923	0.8127	0.8188	0.4624	0.823	0.8436	0.7657	0.8215	0.7065	0.7464	0.8537	0.8884
0.3035	45.0	22500	0.2967	0.7661	0.9546	0.8953	0.3482	0.7704	0.6473	0.2859	0.8009	0.8076	0.434	0.8164	0.6756	0.772	0.8136	0.674	0.7237	0.8521	0.8855
0.2954	46.0	23000	0.2702	0.7968	0.9627	0.9146	0.345	0.8002	0.8122	0.2973	0.8283	0.8354	0.4727	0.8385	0.8493	0.7862	0.8329	0.7476	0.7814	0.8565	0.8919
0.3337	47.0	23500	0.2990	0.7864	0.9567	0.911	0.2928	0.7954	0.8273	0.2955	0.814	0.8209	0.3768	0.8358	0.8518	0.7839	0.8276	0.7164	0.7433	0.8588	0.8919
0.2959	48.0	24000	0.3018	0.7746	0.9606	0.9037	0.3431	0.7729	0.7805	0.2896	0.81	0.8164	0.429	0.8181	0.7999	0.757	0.8022	0.7117	0.7567	0.8551	0.8902
0.3146	49.0	24500	0.2912	0.7802	0.9646	0.9048	0.323	0.7799	0.8511	0.2907	0.8131	0.8202	0.4632	0.8249	0.8774	0.7898	0.8325	0.7061	0.7474	0.8448	0.8806
0.2862	50.0	25000	0.2872	0.794	0.9603	0.9028	0.3087	0.801	0.8453	0.2989	0.8253	0.8319	0.3862	0.8461	0.8632	0.7834	0.8232	0.7278	0.7711	0.871	0.9014
0.3084	51.0	25500	0.2613	0.8039	0.9636	0.9141	0.3628	0.8051	0.8528	0.3035	0.8339	0.8403	0.4544	0.8472	0.8757	0.7959	0.8355	0.7462	0.7856	0.8696	0.8997
0.2911	52.0	26000	0.3012	0.786	0.9471	0.9043	0.32	0.7933	0.8539	0.2948	0.8175	0.8249	0.4362	0.8346	0.8743	0.7782	0.8237	0.7166	0.7546	0.8631	0.8962
0.3434	53.0	26500	0.2772	0.7991	0.9617	0.9078	0.3542	0.808	0.8579	0.3002	0.8277	0.835	0.4795	0.8466	0.8734	0.7729	0.8154	0.7554	0.7897	0.869	0.9
0.2702	54.0	27000	0.3074	0.7844	0.951	0.9099	0.219	0.7892	0.8343	0.2926	0.8132	0.8197	0.3275	0.8268	0.8663	0.7674	0.8136	0.7324	0.7588	0.8532	0.8867
0.2631	55.0	27500	0.2868	0.7836	0.9578	0.9106	0.3111	0.7922	0.8246	0.2938	0.8163	0.824	0.406	0.834	0.8603	0.7789	0.8246	0.7195	0.7577	0.8523	0.8896
0.2772	56.0	28000	0.2640	0.8057	0.9597	0.9232	0.3827	0.8113	0.8482	0.2997	0.8325	0.8427	0.5098	0.8502	0.8646	0.7848	0.8329	0.7591	0.7887	0.8732	0.9066
0.2674	57.0	28500	0.2989	0.7828	0.9526	0.9086	0.2358	0.793	0.8113	0.296	0.8143	0.8201	0.3081	0.8341	0.8295	0.7747	0.8189	0.7257	0.7608	0.8479	0.8806
0.3017	58.0	29000	0.2915	0.7922	0.961	0.9158	0.3729	0.8016	0.8193	0.2945	0.8207	0.8284	0.4871	0.8396	0.8398	0.774	0.8215	0.7346	0.7649	0.8681	0.8988
0.2769	59.0	29500	0.2767	0.8062	0.977	0.9227	0.4494	0.802	0.8261	0.2961	0.8392	0.8466	0.5863	0.8448	0.8573	0.7938	0.8386	0.7642	0.8052	0.8605	0.896
0.294	60.0	30000	0.2988	0.7853	0.9564	0.9147	0.3306	0.7951	0.8104	0.2928	0.8177	0.8264	0.4733	0.8352	0.8365	0.7791	0.8259	0.7171	0.7557	0.8597	0.8977
0.2964	61.0	30500	0.2834	0.7995	0.9569	0.9145	0.2904	0.813	0.8063	0.3038	0.8307	0.839	0.3917	0.8523	0.8431	0.7748	0.8219	0.756	0.7938	0.8676	0.9012
0.2735	62.0	31000	0.2701	0.813	0.9623	0.9217	0.3599	0.819	0.8607	0.3069	0.8429	0.8512	0.4662	0.8565	0.8815	0.7981	0.8395	0.7726	0.8113	0.8682	0.9029
0.27	63.0	31500	0.2853	0.7947	0.9607	0.9078	0.2996	0.8078	0.8146	0.2994	0.8242	0.8324	0.4003	0.8487	0.8296	0.7817	0.8268	0.7339	0.768	0.8686	0.9023
0.2792	64.0	32000	0.2743	0.8163	0.9637	0.9112	0.3217	0.8296	0.8224	0.3083	0.8467	0.8528	0.4316	0.8677	0.8473	0.7815	0.8294	0.7957	0.8237	0.8717	0.9052
0.249	65.0	32500	0.2722	0.8115	0.9631	0.9126	0.3639	0.82	0.8432	0.305	0.8398	0.8463	0.4657	0.8561	0.8628	0.7918	0.8311	0.7729	0.8062	0.8698	0.9014
0.251	66.0	33000	0.2777	0.8003	0.9625	0.9139	0.3511	0.8095	0.8273	0.2994	0.8306	0.8379	0.4279	0.8486	0.8646	0.7872	0.8333	0.7548	0.7887	0.8589	0.8916
0.2392	67.0	33500	0.2714	0.8056	0.9525	0.9092	0.3448	0.8166	0.8115	0.3016	0.8331	0.8405	0.4073	0.8551	0.8419	0.7923	0.8342	0.7571	0.7866	0.8676	0.9006
0.2833	68.0	34000	0.2719	0.7984	0.9566	0.9162	0.2997	0.8051	0.8329	0.2999	0.8282	0.8347	0.3994	0.8446	0.8569	0.7765	0.8215	0.7517	0.7804	0.8671	0.9023
0.2544	69.0	34500	0.2496	0.818	0.9707	0.9164	0.3735	0.8301	0.8329	0.3061	0.8456	0.8544	0.4594	0.8668	0.8574	0.7961	0.8408	0.7812	0.8113	0.8766	0.911
0.2748	70.0	35000	0.2602	0.8062	0.9567	0.917	0.3879	0.8125	0.8251	0.2981	0.833	0.84	0.4465	0.8462	0.8586	0.7886	0.8329	0.7534	0.7794	0.8767	0.9078
0.2762	71.0	35500	0.2855	0.7889	0.9624	0.906	0.3154	0.7979	0.8197	0.2967	0.8219	0.8275	0.3848	0.8378	0.8507	0.7675	0.8162	0.7346	0.7701	0.8647	0.8962
0.2585	72.0	36000	0.2694	0.8046	0.9597	0.9051	0.2921	0.8163	0.8159	0.307	0.837	0.8427	0.3862	0.8572	0.842	0.7959	0.8417	0.7506	0.7887	0.8674	0.8977
0.2707	73.0	36500	0.2479	0.8165	0.971	0.9107	0.3561	0.8219	0.8195	0.3061	0.8462	0.8538	0.4729	0.8638	0.8536	0.7914	0.8333	0.7805	0.8175	0.8777	0.9104
0.2503	74.0	37000	0.2666	0.8225	0.9662	0.9142	0.375	0.8339	0.8479	0.3097	0.8526	0.8585	0.4516	0.8713	0.8751	0.8	0.8439	0.7995	0.8299	0.8679	0.9017
0.2435	75.0	37500	0.2530	0.8135	0.9734	0.913	0.3323	0.832	0.8232	0.3045	0.8405	0.8474	0.4187	0.8678	0.8424	0.8041	0.843	0.7584	0.7907	0.8779	0.9084
0.2311	76.0	38000	0.2581	0.82	0.9607	0.9149	0.383	0.8297	0.8657	0.3063	0.8496	0.8553	0.4719	0.8653	0.8931	0.8105	0.8539	0.7784	0.8082	0.8711	0.9038
0.2483	77.0	38500	0.2830	0.8084	0.9654	0.9087	0.34	0.8272	0.8526	0.3068	0.8397	0.8463	0.4403	0.866	0.8728	0.7967	0.8404	0.7594	0.7959	0.8692	0.9026
0.3111	78.0	39000	0.2762	0.8095	0.9605	0.9036	0.3142	0.8246	0.8748	0.3054	0.8383	0.8449	0.3989	0.862	0.8954	0.8002	0.8425	0.7592	0.7907	0.8691	0.9014
0.2526	79.0	39500	0.2583	0.8148	0.9573	0.9147	0.3846	0.8293	0.8642	0.3042	0.8421	0.8503	0.4497	0.866	0.8839	0.7984	0.843	0.7691	0.801	0.877	0.9069
0.2369	80.0	40000	0.2718	0.8094	0.9558	0.9041	0.2824	0.8265	0.8939	0.3044	0.8386	0.8447	0.3975	0.8604	0.9112	0.8047	0.8456	0.7587	0.7918	0.8647	0.8968
0.2489	81.0	40500	0.2595	0.8181	0.9593	0.914	0.3263	0.83	0.8471	0.3075	0.8455	0.8518	0.4137	0.8663	0.8686	0.8116	0.8474	0.7701	0.8031	0.8727	0.9049
0.2473	82.0	41000	0.2571	0.8139	0.9579	0.9144	0.3845	0.8209	0.8674	0.3034	0.8423	0.8486	0.4654	0.8572	0.8893	0.8031	0.8421	0.7656	0.8	0.8732	0.9038
0.2458	83.0	41500	0.2593	0.8127	0.9534	0.9088	0.3364	0.8221	0.8661	0.3072	0.8419	0.8499	0.449	0.8584	0.8821	0.7992	0.8452	0.7644	0.8	0.8744	0.9046
0.2541	84.0	42000	0.2355	0.8216	0.9615	0.9242	0.4101	0.837	0.8918	0.3079	0.8493	0.8577	0.469	0.8705	0.9133	0.8032	0.85	0.7743	0.8062	0.8873	0.9171
0.2492	85.0	42500	0.2382	0.8326	0.9598	0.9181	0.4088	0.8463	0.8602	0.31	0.8587	0.8668	0.523	0.879	0.8785	0.8142	0.8579	0.8008	0.8278	0.8828	0.9147
0.2452	86.0	43000	0.2320	0.8279	0.961	0.9274	0.4008	0.8426	0.8327	0.3076	0.855	0.8629	0.5048	0.8756	0.874	0.8156	0.8618	0.7871	0.8134	0.8809	0.9136
0.2256	87.0	43500	0.2459	0.8166	0.9583	0.9184	0.3619	0.8318	0.8595	0.3012	0.8453	0.8526	0.4719	0.8673	0.8846	0.8093	0.8557	0.77	0.7938	0.8706	0.9084
0.2496	88.0	44000	0.2447	0.8135	0.9564	0.9078	0.3749	0.8285	0.8531	0.3045	0.8453	0.8551	0.4708	0.8687	0.8782	0.8016	0.8548	0.7654	0.799	0.8734	0.9116
0.2172	89.0	44500	0.2376	0.8192	0.9676	0.9264	0.4072	0.8306	0.8319	0.3046	0.8483	0.8553	0.509	0.8675	0.8639	0.8129	0.8535	0.7728	0.8041	0.872	0.9084
0.2778	90.0	45000	0.2361	0.8261	0.9642	0.9185	0.392	0.8394	0.8524	0.3092	0.8529	0.8602	0.4825	0.8724	0.877	0.8169	0.861	0.788	0.8124	0.8734	0.9072
0.223	91.0	45500	0.2505	0.8261	0.9679	0.9274	0.3941	0.8407	0.8661	0.3054	0.8536	0.8608	0.4989	0.8737	0.8911	0.813	0.8583	0.7795	0.8082	0.8856	0.9159
0.2241	92.0	46000	0.2486	0.8201	0.962	0.929	0.3875	0.8342	0.8669	0.3041	0.8496	0.8571	0.4873	0.8701	0.8918	0.807	0.8518	0.7676	0.8021	0.8856	0.9173
0.2465	93.0	46500	0.2443	0.8274	0.9602	0.9227	0.3638	0.8447	0.8942	0.3079	0.8522	0.8599	0.4797	0.8741	0.9122	0.8219	0.8632	0.7749	0.801	0.8854	0.9156
0.2513	94.0	47000	0.2493	0.8188	0.9637	0.9304	0.4143	0.8287	0.8448	0.3039	0.846	0.8558	0.5559	0.8644	0.8809	0.8109	0.8544	0.7691	0.8041	0.8764	0.909
0.2251	95.0	47500	0.2414	0.8218	0.9599	0.9229	0.3853	0.8393	0.8641	0.304	0.8507	0.8573	0.4756	0.8728	0.8939	0.8112	0.8553	0.7759	0.8041	0.8783	0.9124
0.2473	96.0	48000	0.2571	0.8181	0.957	0.9135	0.3424	0.8368	0.8717	0.3061	0.8454	0.8541	0.47	0.8713	0.8973	0.8045	0.85	0.7723	0.8021	0.8774	0.9101
0.23	97.0	48500	0.2362	0.8293	0.9631	0.9154	0.3715	0.8414	0.8603	0.3115	0.8557	0.8646	0.513	0.8766	0.8791	0.8114	0.8566	0.7916	0.8216	0.885	0.9156
0.2115	98.0	49000	0.2341	0.828	0.9636	0.9116	0.3231	0.8434	0.8604	0.3089	0.8542	0.862	0.4581	0.8761	0.8799	0.8214	0.8654	0.7776	0.8052	0.8849	0.9156
0.2281	99.0	49500	0.2287	0.8254	0.9729	0.9287	0.4068	0.8346	0.8709	0.3102	0.8542	0.8614	0.4911	0.8711	0.8873	0.812	0.8566	0.7823	0.8155	0.882	0.9121
0.2183	100.0	50000	0.2383	0.8248	0.9626	0.9233	0.3947	0.8319	0.8726	0.3071	0.8508	0.8584	0.5062	0.8665	0.8924	0.8154	0.861	0.7742	0.8	0.8849	0.9142
0.2259	101.0	50500	0.2291	0.837	0.9651	0.9289	0.3979	0.8485	0.8745	0.3113	0.8615	0.8699	0.5163	0.881	0.9002	0.8291	0.8711	0.794	0.8227	0.8879	0.9159
0.2213	102.0	51000	0.2472	0.8261	0.9706	0.9235	0.3687	0.8347	0.8724	0.3074	0.8525	0.8599	0.4962	0.868	0.8961	0.8135	0.8566	0.7778	0.8103	0.8871	0.9127
0.229	103.0	51500	0.2338	0.8285	0.9699	0.9166	0.3596	0.8393	0.8645	0.3064	0.8551	0.8637	0.5306	0.8755	0.8833	0.8253	0.8697	0.7703	0.8041	0.8898	0.9173
0.2281	104.0	52000	0.2300	0.8339	0.9635	0.9255	0.3881	0.8448	0.8693	0.3098	0.8596	0.8678	0.4989	0.8774	0.8845	0.8208	0.8662	0.7905	0.8206	0.8904	0.9165
0.209	105.0	52500	0.2423	0.8171	0.9679	0.9212	0.3746	0.8249	0.8637	0.3033	0.8451	0.8537	0.4962	0.8608	0.8826	0.8078	0.8539	0.7647	0.7979	0.8788	0.9092
0.2213	106.0	53000	0.2394	0.8256	0.9635	0.9075	0.3323	0.8394	0.8743	0.3078	0.8508	0.859	0.4359	0.8722	0.8881	0.811	0.8566	0.778	0.8062	0.888	0.9142
0.227	107.0	53500	0.2417	0.8279	0.9694	0.9158	0.3544	0.8416	0.8716	0.3085	0.8556	0.8637	0.4657	0.8761	0.8875	0.8167	0.8614	0.7846	0.8165	0.8825	0.9133
0.2084	108.0	54000	0.2341	0.8277	0.9711	0.9257	0.3836	0.8382	0.8664	0.3067	0.8539	0.8629	0.4692	0.8724	0.8838	0.8085	0.8596	0.7903	0.8165	0.8843	0.9124
0.2095	109.0	54500	0.2300	0.8307	0.964	0.9304	0.4225	0.8405	0.8951	0.3072	0.8592	0.8664	0.494	0.8755	0.9142	0.8151	0.8596	0.7875	0.8216	0.8896	0.9179
0.2103	110.0	55000	0.2246	0.8273	0.9684	0.9252	0.4302	0.8377	0.8706	0.3084	0.8589	0.8661	0.5087	0.878	0.8973	0.8141	0.8592	0.7812	0.8186	0.8866	0.9205
0.2245	111.0	55500	0.2338	0.8309	0.9709	0.9249	0.4221	0.8386	0.8575	0.3068	0.8595	0.867	0.5368	0.8744	0.8762	0.8142	0.8588	0.7897	0.8247	0.8887	0.9173
0.2281	112.0	56000	0.2262	0.8354	0.9673	0.9293	0.432	0.8445	0.8699	0.3067	0.8635	0.8715	0.5317	0.8806	0.8851	0.8237	0.8719	0.7926	0.8227	0.89	0.9199
0.2205	113.0	56500	0.2347	0.823	0.9683	0.9043	0.3592	0.8366	0.8696	0.3071	0.8519	0.86	0.4729	0.8716	0.8896	0.8103	0.8588	0.7685	0.8021	0.8903	0.9191
0.2374	114.0	57000	0.2360	0.8295	0.9629	0.9078	0.3395	0.8457	0.8675	0.3095	0.8598	0.8676	0.4697	0.881	0.8841	0.8151	0.8667	0.7891	0.8206	0.8842	0.9156
0.204	115.0	57500	0.2358	0.8231	0.9718	0.9045	0.3297	0.8352	0.8432	0.3064	0.8518	0.8601	0.4546	0.8713	0.8681	0.8017	0.8504	0.7839	0.8155	0.8836	0.9145
0.2502	116.0	58000	0.2258	0.831	0.9681	0.921	0.4177	0.8448	0.8674	0.3096	0.8606	0.8691	0.5117	0.882	0.8842	0.8169	0.8654	0.787	0.8227	0.889	0.9194
0.238	117.0	58500	0.2288	0.8291	0.9616	0.9182	0.4143	0.8382	0.9019	0.3079	0.8568	0.865	0.4976	0.8735	0.9192	0.824	0.8697	0.7749	0.8062	0.8885	0.9191
0.2226	118.0	59000	0.2374	0.8306	0.9665	0.9135	0.3645	0.8445	0.8667	0.311	0.862	0.8692	0.4611	0.8811	0.8849	0.816	0.8671	0.7866	0.8237	0.8893	0.9168
0.2259	119.0	59500	0.2232	0.8308	0.9663	0.9136	0.3674	0.844	0.8746	0.3108	0.8612	0.8687	0.4486	0.881	0.8903	0.8175	0.8693	0.7854	0.8175	0.8894	0.9194
0.2047	120.0	60000	0.2327	0.829	0.9629	0.9237	0.3909	0.8393	0.8677	0.3065	0.8587	0.8662	0.4817	0.876	0.8855	0.8135	0.8654	0.7854	0.8155	0.888	0.9179
0.2223	121.0	60500	0.2336	0.8325	0.9631	0.9231	0.4079	0.8459	0.8669	0.309	0.8616	0.8694	0.4995	0.8792	0.8847	0.8203	0.8697	0.7898	0.8216	0.8873	0.9168
0.1936	122.0	61000	0.2319	0.8321	0.964	0.9165	0.3641	0.8493	0.8615	0.3108	0.8599	0.8685	0.4417	0.8819	0.8814	0.8139	0.8632	0.7924	0.8237	0.89	0.9185
0.2038	123.0	61500	0.2330	0.8267	0.9608	0.9099	0.35	0.8442	0.8677	0.3092	0.8565	0.8646	0.433	0.8791	0.8852	0.8105	0.8627	0.7817	0.8134	0.8879	0.9176
0.2036	124.0	62000	0.2300	0.8318	0.9631	0.9257	0.3749	0.8444	0.8667	0.3108	0.8599	0.8687	0.4695	0.8799	0.8866	0.8169	0.8645	0.7867	0.8206	0.8918	0.9211
0.1994	125.0	62500	0.2295	0.8299	0.9608	0.9107	0.3536	0.848	0.8695	0.3095	0.86	0.8682	0.4451	0.8833	0.8856	0.8142	0.8658	0.7852	0.8186	0.8904	0.9202
0.2026	126.0	63000	0.2343	0.829	0.9626	0.9233	0.3791	0.844	0.8677	0.308	0.8592	0.8667	0.4624	0.879	0.8844	0.8149	0.8671	0.7859	0.8175	0.8862	0.9156
0.2	127.0	63500	0.2327	0.8339	0.9658	0.9133	0.3706	0.8496	0.878	0.311	0.8629	0.8713	0.4579	0.8839	0.9031	0.8217	0.8711	0.7882	0.8216	0.8917	0.9211
0.2144	128.0	64000	0.2318	0.8291	0.9655	0.9154	0.3751	0.844	0.877	0.3098	0.8591	0.8678	0.4717	0.8796	0.9019	0.8184	0.8693	0.7795	0.8155	0.8893	0.9185
0.2059	129.0	64500	0.2329	0.8341	0.9658	0.9201	0.384	0.8478	0.8706	0.3099	0.8624	0.871	0.4875	0.881	0.8984	0.8218	0.8706	0.7891	0.8227	0.8913	0.9197
0.1823	130.0	65000	0.2337	0.8335	0.9655	0.9249	0.3836	0.8476	0.8754	0.3092	0.8624	0.8714	0.476	0.8829	0.8906	0.8168	0.8697	0.7905	0.8227	0.893	0.9217
0.2173	131.0	65500	0.2296	0.8324	0.9667	0.9218	0.3771	0.8467	0.8773	0.3092	0.8616	0.8698	0.4705	0.881	0.9024	0.8186	0.8693	0.788	0.8206	0.8907	0.9194
0.2017	132.0	66000	0.2282	0.8301	0.9667	0.9236	0.3857	0.8453	0.8682	0.3096	0.8605	0.8688	0.479	0.8803	0.8855	0.822	0.8728	0.7787	0.8144	0.8894	0.9191
0.1973	133.0	66500	0.2262	0.8327	0.9668	0.9231	0.3903	0.8475	0.8708	0.3106	0.8638	0.8718	0.4762	0.8828	0.8986	0.8198	0.8702	0.7871	0.8247	0.8913	0.9205
0.2199	134.0	67000	0.2275	0.8325	0.9669	0.9223	0.3866	0.8461	0.878	0.3097	0.8628	0.8709	0.4716	0.8813	0.9031	0.8197	0.8702	0.7858	0.8216	0.892	0.9208
0.2184	135.0	67500	0.2289	0.8334	0.9659	0.9238	0.3801	0.8461	0.871	0.3085	0.8627	0.8708	0.47	0.8811	0.8988	0.8215	0.8697	0.7881	0.8227	0.8904	0.9199
0.1923	136.0	68000	0.2295	0.8342	0.9658	0.9282	0.4046	0.8454	0.8787	0.3096	0.8635	0.8714	0.4843	0.8808	0.9031	0.8221	0.8711	0.7878	0.8227	0.8926	0.9205
0.2154	137.0	68500	0.2292	0.8336	0.9652	0.9277	0.3918	0.847	0.8714	0.3089	0.8627	0.8705	0.4765	0.8813	0.8986	0.8232	0.8719	0.7862	0.8196	0.8912	0.9199
0.1954	138.0	69000	0.2295	0.8327	0.9668	0.9283	0.392	0.8453	0.8628	0.3085	0.861	0.869	0.4767	0.8789	0.8818	0.8228	0.8719	0.785	0.8165	0.8903	0.9185
0.2247	139.0	69500	0.2279	0.8338	0.9668	0.924	0.3881	0.8476	0.8625	0.309	0.8623	0.87	0.4729	0.8814	0.8818	0.8217	0.8715	0.7876	0.8186	0.8922	0.9199
0.2036	140.0	70000	0.2297	0.833	0.9668	0.9249	0.3989	0.8455	0.8692	0.3097	0.8613	0.8689	0.4806	0.8795	0.8859	0.8214	0.8697	0.7864	0.8175	0.8912	0.9194
0.1877	141.0	70500	0.2284	0.8348	0.9667	0.9249	0.3994	0.8487	0.8618	0.3101	0.8633	0.8708	0.4806	0.8821	0.8814	0.822	0.8711	0.7921	0.8227	0.8902	0.9188
0.2172	142.0	71000	0.2302	0.833	0.9667	0.9249	0.3958	0.8468	0.8766	0.3098	0.8609	0.8684	0.4725	0.8801	0.9021	0.8208	0.8675	0.7873	0.8186	0.8909	0.9191
0.2075	143.0	71500	0.2295	0.8336	0.9667	0.9217	0.3773	0.8481	0.8767	0.309	0.8623	0.8699	0.4624	0.8819	0.9023	0.8211	0.8689	0.7898	0.8216	0.89	0.9191
0.2151	144.0	72000	0.2293	0.8337	0.9667	0.9217	0.381	0.8486	0.8767	0.3093	0.8628	0.8702	0.4648	0.882	0.9024	0.822	0.8706	0.7886	0.8206	0.8904	0.9194
0.2604	145.0	72500	0.2288	0.8325	0.9667	0.9216	0.3788	0.848	0.8695	0.3091	0.8624	0.8698	0.4592	0.8822	0.8978	0.8211	0.8706	0.7884	0.8206	0.8881	0.9182
0.2113	146.0	73000	0.2287	0.8329	0.9667	0.9216	0.384	0.8477	0.8697	0.3089	0.8621	0.8696	0.4616	0.8816	0.898	0.8222	0.8706	0.7881	0.8196	0.8885	0.9185
0.2192	147.0	73500	0.2292	0.8329	0.9667	0.9216	0.384	0.8476	0.8696	0.3088	0.8623	0.8697	0.4616	0.8818	0.898	0.8221	0.8711	0.7881	0.8196	0.8884	0.9185
0.2251	148.0	74000	0.2292	0.8326	0.9667	0.9216	0.3829	0.8476	0.8697	0.3088	0.8621	0.8696	0.4616	0.8816	0.898	0.8212	0.8706	0.7881	0.8196	0.8885	0.9185
0.2084	149.0	74500	0.2292	0.8325	0.9667	0.9216	0.3829	0.8475	0.8697	0.3088	0.862	0.8694	0.4616	0.8815	0.898	0.821	0.8702	0.7881	0.8196	0.8885	0.9185
0.2152	150.0	75000	0.2292	0.8325	0.9667	0.9216	0.3829	0.8475	0.8697	0.3088	0.862	0.8694	0.4616	0.8815	0.898	0.821	0.8702	0.7881	0.8196	0.8885	0.9185

Framework versions

• Transformers 4.46.1
• Pytorch 2.5.0+cu121
• Datasets 2.19.2
• Tokenizers 0.20.1