chickens-composite-201010101010-150-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: 0.3142
• Map: 0.8032
• Map 50: 0.9625
• Map 75: 0.911
• Map Small: 0.3791
• Map Medium: 0.7895
• Map Large: 0.8284
• Mar 1: 0.3146
• Mar 10: 0.8323
• Mar 100: 0.8373
• Mar Small: 0.4583
• Mar Medium: 0.8271
• Mar Large: 0.8479
• Map Chicken: 0.7941
• Mar 100 Chicken: 0.8308
• Map Duck: 0.7529
• Mar 100 Duck: 0.7908
• Map Plant: 0.8628
• Mar 100 Plant: 0.8904

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 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
1.5437	1.0	350	1.4444	0.1836	0.2645	0.2088	0.0024	0.102	0.2106	0.0906	0.2712	0.3273	0.1042	0.295	0.3156	0.0947	0.2146	0.0	0.0	0.456	0.7674
1.3317	2.0	700	1.2074	0.2413	0.3385	0.2689	0.013	0.1737	0.2718	0.1022	0.3248	0.3517	0.1833	0.317	0.3403	0.0962	0.2827	0.0	0.0	0.6277	0.7724
1.0403	3.0	1050	0.9834	0.337	0.4816	0.3897	0.0559	0.3018	0.347	0.1244	0.43	0.4471	0.0708	0.4203	0.4638	0.3211	0.5741	0.0	0.0	0.6898	0.7674
0.9619	4.0	1400	0.9247	0.395	0.5553	0.4642	0.0046	0.3756	0.4021	0.1322	0.4758	0.4816	0.05	0.4588	0.5039	0.4988	0.6892	0.0	0.0	0.6862	0.7556
0.8927	5.0	1750	0.8666	0.413	0.5877	0.4812	0.0108	0.3877	0.4293	0.1334	0.4698	0.4733	0.0625	0.4465	0.4946	0.5352	0.6665	0.0	0.0	0.7037	0.7536
0.7936	6.0	2100	0.7851	0.42	0.6071	0.5021	0.0278	0.3927	0.4341	0.1335	0.466	0.4713	0.1167	0.4455	0.4889	0.5803	0.6822	0.0	0.0	0.6798	0.7318
0.8043	7.0	2450	0.6971	0.4369	0.6075	0.522	0.0833	0.4103	0.4474	0.1388	0.4874	0.4918	0.125	0.4646	0.4977	0.6043	0.7081	0.0	0.0	0.7066	0.7674
0.6806	8.0	2800	0.6553	0.4425	0.6199	0.5389	0.0684	0.4145	0.4554	0.1378	0.4839	0.4871	0.1208	0.4617	0.5023	0.6214	0.7065	0.0	0.0	0.7062	0.7548
0.7617	9.0	3150	0.6102	0.4605	0.6501	0.5485	0.0579	0.4315	0.4708	0.148	0.5005	0.5036	0.1125	0.476	0.5101	0.6075	0.6903	0.0493	0.0462	0.7249	0.7745
0.6627	10.0	3500	0.5567	0.5263	0.7006	0.6179	0.0392	0.5125	0.5077	0.1793	0.5599	0.5668	0.125	0.5522	0.5419	0.6815	0.7476	0.161	0.16	0.7362	0.7929
0.6337	11.0	3850	0.5077	0.6189	0.8134	0.7494	0.1854	0.6072	0.5787	0.2267	0.6608	0.6653	0.2333	0.6579	0.6164	0.6869	0.7541	0.3978	0.4277	0.7719	0.8142
0.5744	12.0	4200	0.5425	0.6042	0.8536	0.7352	0.1136	0.5885	0.6158	0.2312	0.6516	0.6562	0.1875	0.6487	0.6582	0.6455	0.7054	0.4321	0.48	0.7349	0.7833
0.5931	13.0	4550	0.5184	0.6297	0.8751	0.754	0.194	0.6103	0.6116	0.247	0.676	0.6798	0.2611	0.6641	0.6579	0.6433	0.7119	0.4788	0.52	0.767	0.8075
0.5293	14.0	4900	0.5515	0.6446	0.9257	0.7953	0.209	0.6282	0.663	0.2492	0.6888	0.6971	0.3653	0.6831	0.7265	0.6187	0.6951	0.5622	0.6	0.753	0.7962
0.5711	15.0	5250	0.4966	0.662	0.8953	0.7996	0.1808	0.6618	0.6218	0.2638	0.7075	0.7126	0.3597	0.716	0.6631	0.6713	0.7465	0.5559	0.5877	0.7589	0.8038
0.5324	16.0	5600	0.4573	0.686	0.9184	0.8183	0.1296	0.6714	0.7185	0.2724	0.7357	0.7391	0.3056	0.7307	0.7594	0.6869	0.7616	0.6051	0.6431	0.7659	0.8126
0.4658	17.0	5950	0.4699	0.6826	0.9317	0.8134	0.1838	0.6611	0.7147	0.2652	0.7243	0.7286	0.3444	0.715	0.7491	0.6649	0.7308	0.6034	0.6369	0.7794	0.818
0.5225	18.0	6300	0.4092	0.7188	0.9439	0.8623	0.2122	0.7013	0.7485	0.2865	0.7579	0.7628	0.2778	0.7516	0.7879	0.7012	0.7546	0.6645	0.7015	0.7907	0.8322
0.4893	19.0	6650	0.4379	0.7009	0.9255	0.839	0.2062	0.6864	0.7387	0.2742	0.7477	0.7513	0.3181	0.7391	0.777	0.6982	0.7654	0.6195	0.6631	0.7851	0.8255
0.464	20.0	7000	0.4458	0.6968	0.9143	0.8486	0.23	0.6735	0.706	0.2702	0.7311	0.7342	0.3097	0.7167	0.7428	0.691	0.7427	0.6164	0.6385	0.783	0.8213
0.4851	21.0	7350	0.4262	0.7213	0.9504	0.8578	0.2028	0.722	0.731	0.2839	0.759	0.7664	0.3292	0.7667	0.7773	0.7052	0.7605	0.6713	0.7062	0.7873	0.8326
0.441	22.0	7700	0.4094	0.7204	0.9432	0.8603	0.1826	0.7075	0.7426	0.2862	0.7563	0.7624	0.3319	0.7501	0.7837	0.7054	0.7605	0.6582	0.6862	0.7977	0.8406
0.4809	23.0	8050	0.4196	0.7225	0.9508	0.8596	0.2156	0.7013	0.7522	0.2852	0.7526	0.7624	0.3847	0.7484	0.786	0.7003	0.7519	0.6734	0.7046	0.794	0.8305
0.4187	24.0	8400	0.4153	0.7183	0.9423	0.8634	0.2267	0.7093	0.7365	0.2819	0.754	0.7636	0.4069	0.7581	0.7696	0.7083	0.7741	0.6535	0.6846	0.7932	0.8322
0.4433	25.0	8750	0.4256	0.718	0.9319	0.8574	0.1879	0.7126	0.7096	0.2848	0.7564	0.7618	0.3681	0.7606	0.758	0.7023	0.7622	0.6505	0.6815	0.8012	0.8418
0.4378	26.0	9100	0.4343	0.7086	0.9443	0.8609	0.2489	0.6932	0.7301	0.2811	0.7503	0.7543	0.3194	0.7459	0.7697	0.6834	0.7416	0.6563	0.6969	0.7862	0.8243
0.4133	27.0	9450	0.3921	0.7275	0.9622	0.8503	0.2967	0.7127	0.7436	0.2841	0.7689	0.7751	0.4597	0.762	0.7845	0.702	0.7584	0.6858	0.7277	0.7945	0.8393
0.3858	28.0	9800	0.3947	0.7291	0.9455	0.8637	0.2977	0.7148	0.7149	0.283	0.7649	0.7698	0.4167	0.7605	0.7499	0.7188	0.7697	0.6628	0.6923	0.8056	0.8473
0.3894	29.0	10150	0.3838	0.7414	0.9645	0.8848	0.2583	0.7319	0.7503	0.2892	0.7737	0.7821	0.3556	0.7806	0.7888	0.7282	0.7724	0.6967	0.7308	0.7991	0.8431
0.4011	30.0	10500	0.3980	0.7118	0.9478	0.8771	0.327	0.7049	0.7038	0.2753	0.7538	0.7604	0.4444	0.7591	0.7393	0.6953	0.7573	0.6396	0.6846	0.8005	0.8393
0.3976	31.0	10850	0.3923	0.7214	0.9274	0.8621	0.3205	0.715	0.6903	0.2826	0.7631	0.7675	0.4597	0.7644	0.7331	0.7239	0.7816	0.6264	0.6708	0.8139	0.8502
0.4064	32.0	11200	0.3617	0.7444	0.9589	0.8895	0.2602	0.7389	0.7661	0.2951	0.7814	0.7907	0.4	0.7888	0.8002	0.7215	0.7784	0.6972	0.7415	0.8146	0.8523
0.3552	33.0	11550	0.3888	0.7253	0.9597	0.8833	0.3399	0.7186	0.7424	0.286	0.7593	0.7693	0.4667	0.7641	0.7781	0.684	0.7378	0.6826	0.7215	0.8093	0.8485
0.3485	34.0	11900	0.3882	0.7383	0.9488	0.8832	0.2804	0.7323	0.7306	0.2893	0.7722	0.7818	0.4403	0.7786	0.7669	0.7156	0.7681	0.6877	0.7215	0.8115	0.8556
0.3426	35.0	12250	0.3524	0.755	0.962	0.8873	0.3185	0.7475	0.7798	0.2931	0.789	0.7966	0.4347	0.7894	0.811	0.7349	0.7827	0.7032	0.7446	0.8269	0.8623
0.3678	36.0	12600	0.3401	0.7564	0.9394	0.8883	0.3199	0.7528	0.7433	0.2995	0.7916	0.7961	0.4028	0.7963	0.776	0.7433	0.7935	0.6998	0.7308	0.8261	0.864
0.3788	37.0	12950	0.3824	0.7359	0.9555	0.8777	0.2943	0.7225	0.7575	0.2885	0.7708	0.7776	0.4125	0.7694	0.7848	0.711	0.7551	0.6848	0.7246	0.812	0.8531
0.3609	38.0	13300	0.3569	0.7542	0.9582	0.8952	0.3691	0.7533	0.7651	0.2966	0.7902	0.7939	0.4083	0.7929	0.7972	0.748	0.7941	0.696	0.7308	0.8187	0.8569
0.367	39.0	13650	0.3714	0.7371	0.9503	0.8834	0.2573	0.7288	0.7517	0.2892	0.7722	0.7772	0.4083	0.7713	0.7806	0.7318	0.7773	0.6572	0.6969	0.8223	0.8573
0.3228	40.0	14000	0.3741	0.7537	0.9519	0.8918	0.2533	0.7438	0.7904	0.2968	0.7844	0.7909	0.3764	0.7848	0.8191	0.7372	0.7773	0.7003	0.7338	0.8237	0.8615
0.3797	41.0	14350	0.3437	0.7511	0.9489	0.8886	0.3072	0.7526	0.7326	0.2941	0.7852	0.7917	0.4472	0.7971	0.7562	0.7414	0.7946	0.6843	0.7138	0.8277	0.8665
0.343	42.0	14700	0.3426	0.7562	0.958	0.8925	0.3526	0.7446	0.7669	0.3	0.7947	0.7992	0.4556	0.7907	0.7982	0.7392	0.7946	0.7073	0.7431	0.8221	0.8598
0.3832	43.0	15050	0.3543	0.7519	0.9558	0.8896	0.2981	0.744	0.7796	0.2961	0.7898	0.7963	0.4458	0.7902	0.812	0.7314	0.7897	0.6966	0.7338	0.8278	0.8653
0.3598	44.0	15400	0.3587	0.7532	0.955	0.883	0.29	0.7437	0.7834	0.298	0.7905	0.7987	0.4375	0.7889	0.8305	0.7261	0.773	0.7051	0.7554	0.8285	0.8678
0.3291	45.0	15750	0.3615	0.7348	0.9388	0.8716	0.3122	0.7263	0.7593	0.2884	0.7716	0.777	0.4056	0.7691	0.7898	0.7415	0.7924	0.6416	0.68	0.8212	0.8586
0.3413	46.0	16100	0.3522	0.7652	0.9493	0.9093	0.3521	0.7663	0.771	0.3011	0.7941	0.8015	0.5014	0.8034	0.7926	0.7561	0.8022	0.711	0.7415	0.8286	0.8607
0.3297	47.0	16450	0.3396	0.7528	0.9491	0.8659	0.251	0.7489	0.7604	0.2935	0.7845	0.7918	0.4111	0.7878	0.7878	0.7532	0.7978	0.6835	0.7169	0.8218	0.8607
0.4019	48.0	16800	0.3745	0.7449	0.9518	0.9059	0.3767	0.7367	0.7638	0.2879	0.7804	0.787	0.5306	0.777	0.7941	0.7386	0.7849	0.6758	0.7154	0.8201	0.8607
0.3571	49.0	17150	0.3319	0.7704	0.9698	0.9093	0.266	0.7688	0.7706	0.3002	0.802	0.811	0.4944	0.808	0.7931	0.7525	0.7995	0.7253	0.76	0.8335	0.8736
0.3508	50.0	17500	0.3552	0.7541	0.9536	0.9068	0.3095	0.7509	0.7732	0.2944	0.7918	0.797	0.4861	0.7908	0.8	0.741	0.7897	0.7028	0.7462	0.8184	0.8552
0.313	51.0	17850	0.3600	0.7557	0.959	0.9004	0.3194	0.7501	0.777	0.2992	0.7956	0.8013	0.4444	0.7912	0.8199	0.755	0.8022	0.6846	0.7369	0.8274	0.8649
0.2893	52.0	18200	0.3484	0.7629	0.954	0.9007	0.365	0.7567	0.7776	0.2971	0.8018	0.8078	0.5347	0.8004	0.8109	0.7355	0.7827	0.7127	0.7615	0.8407	0.8791
0.3432	53.0	18550	0.3346	0.7647	0.9589	0.8921	0.3011	0.7614	0.7826	0.3004	0.7985	0.8056	0.4792	0.8028	0.8105	0.7619	0.8027	0.6939	0.7354	0.8382	0.8787
0.3566	54.0	18900	0.3534	0.7691	0.9465	0.9061	0.372	0.7659	0.7765	0.2994	0.8024	0.8086	0.4944	0.8027	0.802	0.7495	0.7978	0.7236	0.7569	0.8342	0.8711
0.297	55.0	19250	0.3647	0.7428	0.9312	0.8657	0.2769	0.7551	0.6911	0.2893	0.7778	0.7827	0.3653	0.7935	0.7267	0.7341	0.7854	0.667	0.6969	0.8274	0.8657
0.3159	56.0	19600	0.3336	0.7649	0.9349	0.8937	0.3414	0.7644	0.7598	0.3014	0.7966	0.8046	0.475	0.8053	0.7863	0.7721	0.813	0.6878	0.7292	0.8349	0.8715
0.2795	57.0	19950	0.3222	0.7678	0.9544	0.8981	0.3804	0.7636	0.7921	0.3032	0.8055	0.8116	0.5153	0.8059	0.8184	0.7635	0.8124	0.7016	0.7492	0.8384	0.8732
0.3153	58.0	20300	0.3529	0.7514	0.9391	0.8861	0.3047	0.7446	0.7522	0.2949	0.787	0.7972	0.4625	0.7905	0.7825	0.7445	0.7951	0.6757	0.7246	0.8339	0.872
0.2882	59.0	20650	0.3469	0.758	0.9544	0.8836	0.3194	0.7452	0.7847	0.2939	0.7896	0.799	0.45	0.7851	0.8134	0.7586	0.7973	0.6839	0.7277	0.8315	0.872
0.3166	60.0	21000	0.3246	0.7821	0.9609	0.9142	0.2961	0.7786	0.8174	0.3098	0.818	0.8226	0.4069	0.8178	0.847	0.7591	0.8065	0.7524	0.7846	0.8346	0.8766
0.2749	61.0	21350	0.3453	0.7704	0.9571	0.8932	0.3194	0.7621	0.7971	0.3032	0.8017	0.8104	0.4917	0.7984	0.8234	0.767	0.8065	0.7132	0.7585	0.831	0.8661
0.327	62.0	21700	0.3354	0.761	0.9595	0.8987	0.3261	0.7501	0.7863	0.2929	0.7959	0.8059	0.5125	0.7931	0.8244	0.7423	0.7886	0.7063	0.7538	0.8345	0.8753
0.291	63.0	22050	0.3457	0.766	0.9525	0.8941	0.3428	0.7557	0.7868	0.2944	0.8015	0.8081	0.4986	0.7952	0.8164	0.757	0.8032	0.7064	0.7492	0.8346	0.872
0.3024	64.0	22400	0.3337	0.7763	0.9623	0.9039	0.3293	0.7675	0.7978	0.301	0.8103	0.8196	0.4875	0.8089	0.8242	0.7675	0.8103	0.7212	0.7723	0.8403	0.8762
0.3294	65.0	22750	0.3286	0.7801	0.9593	0.9138	0.3716	0.7679	0.7969	0.3031	0.8176	0.8247	0.5167	0.8125	0.8253	0.7565	0.8059	0.7416	0.7908	0.8421	0.8774
0.2871	66.0	23100	0.3343	0.7728	0.9461	0.9006	0.3951	0.7615	0.7828	0.3002	0.8071	0.8148	0.5028	0.805	0.8116	0.7651	0.8135	0.708	0.7523	0.8451	0.8787
0.2817	67.0	23450	0.3599	0.7556	0.9453	0.8834	0.3488	0.7548	0.7602	0.2984	0.7935	0.8016	0.4306	0.7988	0.7965	0.7469	0.7957	0.6913	0.74	0.8285	0.869
0.3097	68.0	23800	0.3383	0.7787	0.9695	0.9127	0.3165	0.7658	0.8031	0.3033	0.814	0.8206	0.5014	0.8083	0.8311	0.7704	0.813	0.727	0.7738	0.8388	0.8749
0.3027	69.0	24150	0.3267	0.7832	0.9673	0.9114	0.391	0.7743	0.787	0.3057	0.8173	0.8247	0.5694	0.8129	0.8174	0.7694	0.8151	0.7351	0.78	0.845	0.8791
0.3024	70.0	24500	0.3390	0.7565	0.9424	0.8789	0.3252	0.7561	0.7391	0.2961	0.7926	0.8006	0.5111	0.7957	0.7729	0.7521	0.7978	0.6769	0.7277	0.8404	0.8762
0.2909	71.0	24850	0.3243	0.7767	0.9543	0.9042	0.3505	0.7718	0.773	0.3071	0.8129	0.8191	0.5361	0.8128	0.8049	0.7615	0.807	0.737	0.78	0.8316	0.8703
0.2781	72.0	25200	0.3461	0.7713	0.9565	0.895	0.3546	0.7629	0.7718	0.2997	0.8068	0.8129	0.5181	0.8006	0.8019	0.7673	0.8059	0.7118	0.76	0.8348	0.8728
0.2758	73.0	25550	0.3375	0.7712	0.961	0.9114	0.3736	0.7518	0.7913	0.3003	0.8086	0.8144	0.5444	0.7972	0.8275	0.7526	0.8011	0.7232	0.7677	0.8378	0.8745
0.2856	74.0	25900	0.3367	0.7794	0.9591	0.9068	0.4018	0.7631	0.8069	0.3066	0.8129	0.8184	0.5139	0.8036	0.8351	0.7648	0.8059	0.7348	0.7738	0.8387	0.8753
0.293	75.0	26250	0.3328	0.7762	0.9625	0.9053	0.3438	0.7604	0.8022	0.3035	0.8097	0.8178	0.4917	0.8016	0.8306	0.7649	0.8065	0.7183	0.7662	0.8453	0.8808
0.2868	76.0	26600	0.3262	0.7758	0.9664	0.9157	0.4012	0.7623	0.7971	0.3022	0.8112	0.8198	0.55	0.8044	0.8314	0.7605	0.8049	0.7303	0.7785	0.8366	0.8762
0.2669	77.0	26950	0.3290	0.775	0.9625	0.9052	0.3396	0.7725	0.7822	0.3018	0.812	0.8188	0.5153	0.813	0.8159	0.7637	0.8054	0.7213	0.7754	0.8398	0.8757
0.2585	78.0	27300	0.3479	0.7722	0.9553	0.888	0.3224	0.7582	0.8014	0.2984	0.809	0.8139	0.4736	0.7975	0.8332	0.761	0.8086	0.7164	0.7585	0.8392	0.8745
0.2512	79.0	27650	0.3280	0.7906	0.9539	0.9084	0.3698	0.7809	0.8018	0.3101	0.8251	0.8319	0.5194	0.819	0.8376	0.778	0.8216	0.748	0.7938	0.8459	0.8803
0.2529	80.0	28000	0.3304	0.775	0.957	0.903	0.362	0.7602	0.7888	0.3028	0.8067	0.8137	0.5375	0.7961	0.8207	0.7624	0.7973	0.7156	0.7646	0.8469	0.8791
0.2543	81.0	28350	0.3159	0.7978	0.9656	0.9222	0.3357	0.7878	0.8056	0.311	0.8283	0.8349	0.5514	0.8203	0.838	0.7839	0.8189	0.7635	0.8046	0.8461	0.8812
0.2537	82.0	28700	0.3115	0.7896	0.9572	0.907	0.3415	0.7823	0.7967	0.3026	0.8214	0.8289	0.5486	0.8149	0.8224	0.7839	0.8216	0.7307	0.7785	0.8543	0.8866
0.2482	83.0	29050	0.3099	0.785	0.9531	0.896	0.3091	0.7826	0.798	0.3099	0.8176	0.8257	0.4736	0.8223	0.8283	0.782	0.8195	0.7198	0.7677	0.8531	0.89
0.273	84.0	29400	0.3065	0.783	0.9514	0.9083	0.3725	0.7769	0.8031	0.3042	0.8161	0.8227	0.4597	0.8188	0.8311	0.7792	0.8184	0.7129	0.7615	0.857	0.8883
0.2552	85.0	29750	0.3265	0.7725	0.9459	0.8938	0.3329	0.7668	0.8017	0.3007	0.8044	0.811	0.4264	0.8055	0.8265	0.7583	0.8005	0.7135	0.7585	0.8455	0.8741
0.2756	86.0	30100	0.3271	0.7745	0.9483	0.8889	0.3715	0.7667	0.81	0.3027	0.8077	0.8142	0.4542	0.8077	0.8367	0.7656	0.8076	0.7013	0.7477	0.8567	0.8874
0.2802	87.0	30450	0.3171	0.7847	0.9569	0.9092	0.3655	0.7784	0.8151	0.3067	0.8153	0.8223	0.5042	0.815	0.8386	0.7808	0.8195	0.7172	0.7585	0.8561	0.8891
0.2833	88.0	30800	0.3153	0.7884	0.9564	0.9124	0.436	0.7826	0.8054	0.3067	0.8179	0.8248	0.5347	0.8174	0.8329	0.7813	0.8168	0.7256	0.7692	0.8583	0.8883
0.2537	89.0	31150	0.3190	0.7853	0.9594	0.8947	0.3973	0.7796	0.8065	0.3041	0.8141	0.8202	0.5319	0.8141	0.8331	0.7705	0.8135	0.7268	0.7554	0.8587	0.8916
0.2614	90.0	31500	0.3238	0.7816	0.949	0.8917	0.3037	0.7778	0.8115	0.3056	0.8138	0.8216	0.4264	0.8154	0.8459	0.7746	0.82	0.7149	0.7554	0.8553	0.8895
0.2468	91.0	31850	0.3191	0.7732	0.9591	0.9	0.2864	0.7634	0.8006	0.3004	0.803	0.8122	0.4472	0.8002	0.8281	0.7632	0.8119	0.7085	0.7477	0.8479	0.877
0.2667	92.0	32200	0.3343	0.7793	0.9474	0.8901	0.3104	0.7745	0.7971	0.3016	0.8089	0.8169	0.3944	0.8109	0.8268	0.7804	0.8173	0.7074	0.7538	0.8501	0.8795
0.2457	93.0	32550	0.3362	0.7828	0.9527	0.9025	0.3748	0.7739	0.8097	0.3033	0.8112	0.8205	0.4792	0.8097	0.8329	0.7764	0.8184	0.7195	0.7615	0.8525	0.8816
0.2463	94.0	32900	0.3280	0.79	0.9436	0.8999	0.4029	0.7824	0.8046	0.3046	0.8178	0.8269	0.4833	0.8188	0.8274	0.7904	0.8303	0.7207	0.76	0.8588	0.8904
0.2782	95.0	33250	0.3176	0.7949	0.9554	0.9038	0.4182	0.7849	0.8197	0.3078	0.8247	0.8332	0.5181	0.8215	0.8483	0.7924	0.8351	0.7412	0.7846	0.851	0.8799
0.2642	96.0	33600	0.3379	0.7816	0.9392	0.9032	0.3129	0.773	0.8077	0.3064	0.8136	0.8217	0.4403	0.8092	0.8358	0.7773	0.8195	0.7167	0.7677	0.8507	0.8778
0.2453	97.0	33950	0.3346	0.7828	0.9449	0.903	0.3503	0.7709	0.8109	0.3085	0.8144	0.821	0.4569	0.8071	0.8397	0.7714	0.8168	0.7214	0.7631	0.8557	0.8833
0.2553	98.0	34300	0.3367	0.7831	0.9423	0.893	0.3334	0.7783	0.7984	0.3079	0.8144	0.8205	0.4333	0.8137	0.8281	0.7762	0.8157	0.7157	0.7585	0.8574	0.8874
0.2848	99.0	34650	0.3425	0.7795	0.9322	0.9022	0.3715	0.7749	0.7858	0.3069	0.813	0.8172	0.4569	0.8149	0.8094	0.7811	0.8249	0.7073	0.7477	0.85	0.8791
0.2522	100.0	35000	0.3385	0.778	0.9354	0.9049	0.3456	0.773	0.7779	0.3064	0.8081	0.8125	0.4486	0.8071	0.7997	0.7777	0.8189	0.7	0.7354	0.8564	0.8833
0.2422	101.0	35350	0.3334	0.7805	0.9413	0.9059	0.3302	0.7754	0.7926	0.307	0.8098	0.8167	0.4625	0.8109	0.8164	0.7803	0.8178	0.7081	0.7477	0.8532	0.8845
0.268	102.0	35700	0.3327	0.7844	0.9431	0.8985	0.3643	0.7754	0.7989	0.3062	0.8119	0.8189	0.4528	0.8119	0.8189	0.7851	0.8254	0.7135	0.7477	0.8548	0.8837
0.2624	103.0	36050	0.3171	0.7927	0.953	0.905	0.3682	0.7854	0.8108	0.311	0.8251	0.8298	0.4611	0.8223	0.8406	0.787	0.827	0.7324	0.7723	0.8587	0.89
0.2431	104.0	36400	0.3263	0.7863	0.9461	0.9126	0.357	0.7813	0.7857	0.3095	0.8199	0.8266	0.4819	0.818	0.8196	0.7862	0.8308	0.7183	0.7615	0.8544	0.8874
0.2745	105.0	36750	0.3305	0.7856	0.9342	0.9089	0.361	0.7786	0.789	0.3061	0.8204	0.826	0.475	0.8154	0.8231	0.7859	0.8297	0.7148	0.7615	0.8562	0.8866
0.2401	106.0	37100	0.3107	0.7931	0.9462	0.9042	0.4462	0.7846	0.7912	0.3105	0.8241	0.829	0.5417	0.8194	0.8233	0.7922	0.833	0.725	0.7615	0.8621	0.8925
0.2175	107.0	37450	0.3198	0.7867	0.9462	0.9044	0.3899	0.7794	0.7979	0.3061	0.8178	0.8239	0.4986	0.8158	0.8234	0.781	0.8243	0.7223	0.76	0.8568	0.8874
0.2373	108.0	37800	0.3101	0.8	0.9591	0.9153	0.4018	0.7911	0.8239	0.3146	0.8331	0.8397	0.5347	0.8302	0.849	0.7883	0.8341	0.7512	0.7938	0.8606	0.8912
0.2445	109.0	38150	0.3331	0.7918	0.9538	0.9067	0.3785	0.7816	0.8149	0.3099	0.8236	0.8288	0.4486	0.8193	0.8401	0.7798	0.8243	0.7387	0.7754	0.8568	0.8866
0.2324	110.0	38500	0.3111	0.7989	0.9604	0.916	0.369	0.7966	0.8081	0.3133	0.8288	0.8342	0.4653	0.8305	0.8331	0.7747	0.8178	0.7517	0.7862	0.8703	0.8987
0.2398	111.0	38850	0.3139	0.7931	0.9537	0.9118	0.3924	0.7902	0.8025	0.3087	0.8252	0.8297	0.4681	0.8248	0.8328	0.7805	0.8227	0.737	0.7723	0.8619	0.8941
0.2258	112.0	39200	0.3175	0.7933	0.9606	0.9032	0.3495	0.7889	0.8042	0.3123	0.8233	0.8292	0.4444	0.8229	0.8299	0.7832	0.8232	0.7316	0.7708	0.8651	0.8937
0.2799	113.0	39550	0.3123	0.7967	0.9602	0.9093	0.3468	0.7924	0.8136	0.3135	0.8283	0.8346	0.4639	0.8275	0.8417	0.7787	0.8222	0.7483	0.7892	0.863	0.8925
0.2519	114.0	39900	0.3271	0.7909	0.9562	0.9082	0.3513	0.7835	0.819	0.3077	0.8212	0.8277	0.4486	0.8189	0.842	0.7722	0.8168	0.7424	0.7785	0.8581	0.8879
0.2557	115.0	40250	0.3177	0.7906	0.9568	0.9169	0.396	0.7846	0.8019	0.3126	0.8231	0.8289	0.4778	0.8216	0.8284	0.7784	0.8238	0.7332	0.7708	0.8602	0.8921
0.2462	116.0	40600	0.3061	0.7935	0.9599	0.9197	0.3886	0.7869	0.8129	0.3127	0.826	0.8319	0.4778	0.8256	0.8363	0.7729	0.8189	0.7453	0.7831	0.8623	0.8937
0.253	117.0	40950	0.3069	0.7991	0.9613	0.914	0.3884	0.7891	0.8163	0.3129	0.8282	0.8342	0.5167	0.8242	0.838	0.7888	0.8303	0.7482	0.78	0.8603	0.8925
0.2348	118.0	41300	0.2984	0.7996	0.9628	0.9167	0.4061	0.7915	0.8082	0.3129	0.831	0.8365	0.5097	0.8279	0.8293	0.7883	0.8303	0.7513	0.7877	0.8591	0.8916
0.2436	119.0	41650	0.3055	0.8014	0.9596	0.9181	0.3964	0.7896	0.8258	0.3154	0.8315	0.8369	0.4819	0.8271	0.8479	0.7928	0.8324	0.749	0.7846	0.8625	0.8937
0.2455	120.0	42000	0.3067	0.7979	0.96	0.9164	0.3928	0.7834	0.8194	0.3107	0.8274	0.8323	0.4736	0.8203	0.8409	0.7907	0.8303	0.7404	0.7754	0.8627	0.8912
0.217	121.0	42350	0.3032	0.7997	0.9595	0.9177	0.3902	0.7908	0.8199	0.3134	0.83	0.8349	0.4667	0.8271	0.8441	0.7905	0.8319	0.7483	0.7815	0.8604	0.8912
0.2433	122.0	42700	0.3069	0.7972	0.9591	0.9129	0.3566	0.788	0.8152	0.3147	0.829	0.834	0.4486	0.8259	0.8388	0.7896	0.8297	0.7433	0.7815	0.8588	0.8908
0.2745	123.0	43050	0.3063	0.8	0.9592	0.9155	0.3829	0.7887	0.8228	0.3133	0.8315	0.8367	0.4833	0.8274	0.8425	0.7933	0.8351	0.745	0.7815	0.8618	0.8933
0.2635	124.0	43400	0.3075	0.8018	0.9621	0.9203	0.4227	0.7873	0.8196	0.3138	0.8321	0.8377	0.5181	0.8255	0.8409	0.7961	0.8341	0.7488	0.7862	0.8606	0.8929
0.2672	125.0	43750	0.3128	0.799	0.9562	0.9116	0.3784	0.7869	0.8222	0.3123	0.8281	0.8332	0.4611	0.8231	0.8431	0.7913	0.8303	0.7449	0.7785	0.8606	0.8908
0.214	126.0	44100	0.3209	0.8028	0.9594	0.9162	0.3835	0.7903	0.826	0.3143	0.831	0.836	0.4556	0.8261	0.8461	0.7911	0.8286	0.7568	0.7908	0.8604	0.8887
0.2384	127.0	44450	0.3114	0.8068	0.9625	0.915	0.3897	0.7961	0.8197	0.3162	0.8352	0.8398	0.4722	0.8322	0.8374	0.7977	0.8341	0.7557	0.7908	0.8669	0.8946
0.2426	128.0	44800	0.3207	0.8018	0.9598	0.9143	0.3814	0.79	0.8257	0.3151	0.8309	0.8364	0.4542	0.8264	0.8451	0.7879	0.827	0.7551	0.7923	0.8623	0.89
0.2177	129.0	45150	0.3058	0.8053	0.96	0.9175	0.3808	0.7938	0.8254	0.3164	0.8339	0.8391	0.4514	0.8313	0.8467	0.7992	0.8362	0.7527	0.7877	0.8641	0.8933
0.2481	130.0	45500	0.3097	0.8022	0.9591	0.9164	0.3838	0.7881	0.8285	0.3137	0.8297	0.8346	0.4431	0.8229	0.8478	0.7912	0.8286	0.7507	0.7831	0.8647	0.8921
0.282	131.0	45850	0.3087	0.8022	0.9623	0.9136	0.3772	0.7886	0.8213	0.3133	0.8301	0.8355	0.4653	0.824	0.8404	0.7893	0.8281	0.7537	0.7877	0.8636	0.8908
0.2458	132.0	46200	0.3126	0.8053	0.9606	0.916	0.3876	0.7917	0.826	0.3146	0.8331	0.8377	0.4667	0.8266	0.8469	0.7961	0.8314	0.7551	0.7892	0.8648	0.8925
0.2216	133.0	46550	0.3079	0.8054	0.9623	0.9137	0.3886	0.7951	0.8247	0.3154	0.8344	0.8391	0.475	0.8305	0.8465	0.7974	0.8341	0.7535	0.7892	0.8654	0.8941
0.2697	134.0	46900	0.3107	0.8037	0.9621	0.9129	0.3784	0.7923	0.8267	0.3148	0.8335	0.8387	0.4667	0.8291	0.8484	0.7925	0.8308	0.7512	0.7908	0.8675	0.8946
0.2298	135.0	47250	0.3102	0.8028	0.9622	0.9104	0.3822	0.7908	0.8235	0.3142	0.8321	0.8369	0.4625	0.8266	0.8439	0.7942	0.8324	0.7492	0.7846	0.865	0.8937
0.2089	136.0	47600	0.3118	0.8045	0.9621	0.9138	0.3833	0.7914	0.8244	0.3149	0.8333	0.8385	0.4681	0.8275	0.847	0.7952	0.833	0.7533	0.7892	0.8649	0.8933
0.255	137.0	47950	0.3076	0.806	0.9623	0.9141	0.3833	0.7941	0.8236	0.3152	0.8357	0.8409	0.4722	0.8309	0.8457	0.8001	0.8368	0.7535	0.7923	0.8644	0.8937
0.1938	138.0	48300	0.3101	0.8057	0.9623	0.914	0.3795	0.7942	0.8277	0.314	0.8347	0.8398	0.4639	0.8298	0.8484	0.7968	0.833	0.7575	0.7938	0.8629	0.8925
0.2402	139.0	48650	0.3098	0.8035	0.9622	0.9108	0.3794	0.7911	0.8266	0.3137	0.832	0.8375	0.4639	0.8273	0.8474	0.7916	0.8281	0.753	0.7908	0.8657	0.8937
0.2203	140.0	49000	0.3117	0.8059	0.9623	0.914	0.3825	0.7921	0.8285	0.3143	0.8338	0.8395	0.4639	0.8282	0.8484	0.7942	0.8314	0.758	0.7923	0.8657	0.895
0.2386	141.0	49350	0.3135	0.8044	0.962	0.9137	0.3833	0.791	0.8283	0.3144	0.8333	0.8388	0.4681	0.8277	0.8488	0.7951	0.8314	0.7547	0.7923	0.8634	0.8929
0.2262	142.0	49700	0.3132	0.8049	0.9626	0.9142	0.3834	0.7919	0.8283	0.3137	0.8317	0.8372	0.4681	0.8266	0.8474	0.7944	0.8303	0.7534	0.7877	0.8669	0.8937
0.2054	143.0	50050	0.3116	0.8038	0.9625	0.911	0.3792	0.79	0.8295	0.3149	0.8327	0.8378	0.4583	0.8271	0.8496	0.7954	0.833	0.7524	0.7892	0.8635	0.8912
0.2126	144.0	50400	0.3119	0.8037	0.9625	0.911	0.3792	0.7897	0.8294	0.3151	0.8326	0.8376	0.4583	0.8269	0.8496	0.7953	0.8324	0.7524	0.7892	0.8633	0.8912
0.2538	145.0	50750	0.3135	0.8033	0.9625	0.911	0.3792	0.7889	0.8281	0.3146	0.8323	0.8373	0.4583	0.8266	0.848	0.7941	0.8308	0.7529	0.7908	0.8628	0.8904
0.2391	146.0	51100	0.3143	0.8033	0.9625	0.911	0.3791	0.7895	0.8284	0.3146	0.8323	0.8373	0.4583	0.8271	0.8479	0.7941	0.8308	0.7529	0.7908	0.8629	0.8904
0.2148	147.0	51450	0.3143	0.8032	0.9625	0.911	0.3791	0.7894	0.8284	0.3146	0.8321	0.8371	0.4583	0.8269	0.8479	0.7938	0.8303	0.7529	0.7908	0.8628	0.8904
0.2581	148.0	51800	0.3142	0.8032	0.9625	0.911	0.3791	0.7895	0.8284	0.3146	0.8323	0.8373	0.4583	0.8271	0.8479	0.7941	0.8308	0.7529	0.7908	0.8628	0.8904
0.2359	149.0	52150	0.3142	0.8032	0.9625	0.911	0.3791	0.7895	0.8284	0.3146	0.8323	0.8373	0.4583	0.8271	0.8479	0.7941	0.8308	0.7529	0.7908	0.8628	0.8904
0.2258	150.0	52500	0.3142	0.8032	0.9625	0.911	0.3791	0.7895	0.8284	0.3146	0.8323	0.8373	0.4583	0.8271	0.8479	0.7941	0.8308	0.7529	0.7908	0.8628	0.8904

Framework versions

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