chickens-composite-101818181818-150-epochs-w-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: 0.2836
• Map: 0.8018
• Map 50: 0.9463
• Map 75: 0.9145
• Map Small: 0.2935
• Map Medium: 0.8039
• Map Large: 0.8211
• Mar 1: 0.3373
• Mar 10: 0.8376
• Mar 100: 0.8406
• Mar Small: 0.3208
• Mar Medium: 0.8422
• Mar Large: 0.8517
• Map Chicken: 0.7988
• Mar 100 Chicken: 0.8423
• Map Duck: 0.7436
• Mar 100 Duck: 0.7811
• Map Plant: 0.8631
• Mar 100 Plant: 0.8985

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 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
1.4317	1.0	500	1.3917	0.056	0.0904	0.0642	0.0846	0.0	0.0696	0.0412	0.0836	0.003	0.0722	0.183	0.3538	0.4125	0.0	0.6488	0.386	0.2795	0.0875
1.6037	2.0	1000	1.3131	0.1163	0.1793	0.1296	0.1068	0.0	0.1522	0.0596	0.242	0.0025	0.0819	0.2454	0.3232	0.271	0.0	0.6985	0.3418	0.2492	0.0542
1.1619	3.0	1500	1.1420	0.1636	0.242	0.1853	0.1266	0.0	0.1891	0.0873	0.3643	0.0126	0.0984	0.2657	0.3361	0.2613	0.0	0.747	0.3305	0.3038	0.0958
0.9864	4.0	2000	1.0863	0.1869	0.2828	0.2189	0.1381	0.0	0.2059	0.1139	0.4227	0.0095	0.1091	0.3124	0.3584	0.3319	0.0	0.7434	0.3588	0.3247	0.1042
1.0153	5.0	2500	0.9843	0.2516	0.368	0.2843	0.1965	0.0	0.2692	0.1987	0.5584	0.0182	0.1116	0.385	0.3999	0.471	0.0	0.7286	0.3982	0.3709	0.0292
1.0348	6.0	3000	0.9389	0.2894	0.4253	0.3333	0.2643	0.0	0.3088	0.2406	0.6039	0.0325	0.1185	0.4012	0.41	0.4875	0.0	0.7425	0.4119	0.3821	0.0625
0.9358	7.0	3500	0.9323	0.3286	0.4759	0.3838	0.3865	0.0	0.3379	0.2985	0.5993	0.0644	0.1248	0.4488	0.4594	0.6246	0.0	0.7536	0.4607	0.4365	0.1042
0.8624	8.0	4000	0.8708	0.3548	0.5201	0.4162	0.4469	0.0	0.385	0.3228	0.6173	0.0751	0.1293	0.4576	0.4661	0.6597	0.0	0.7386	0.4866	0.4467	0.1083
0.792	9.0	4500	0.8009	0.3608	0.5319	0.4073	0.4321	0.0	0.3703	0.3288	0.6504	0.0255	0.1259	0.4572	0.4659	0.6419	0.0	0.7557	0.4743	0.4347	0.0792
0.8859	10.0	5000	0.7880	0.3762	0.5421	0.4381	0.4584	0.0	0.3838	0.3499	0.67	0.0358	0.1286	0.4716	0.4773	0.6798	0.0	0.7521	0.4847	0.4581	0.0417
0.8035	11.0	5500	0.7518	0.3937	0.5584	0.4631	0.4786	0.0	0.4146	0.3597	0.7024	0.0998	0.1322	0.4802	0.4847	0.6887	0.0	0.7654	0.5092	0.4556	0.125
0.7966	12.0	6000	0.7039	0.4002	0.5585	0.4634	0.4848	0.0	0.4089	0.3703	0.7158	0.0782	0.1322	0.4837	0.4876	0.6952	0.0	0.7678	0.4956	0.463	0.125
0.8266	13.0	6500	0.6752	0.4044	0.5623	0.4787	0.4951	0.0	0.429	0.3726	0.7179	0.0758	0.1353	0.49	0.493	0.7008	0.0	0.7783	0.5195	0.4612	0.125
0.7708	14.0	7000	0.6588	0.4207	0.5743	0.4969	0.5342	0.0	0.4323	0.3834	0.728	0.0601	0.1383	0.4988	0.5029	0.7262	0.0	0.7825	0.5217	0.4681	0.1917
0.6287	15.0	7500	0.6549	0.404	0.579	0.451	0.482	0.0	0.4252	0.3643	0.7299	0.0328	0.1354	0.4821	0.4868	0.6726	0.0	0.788	0.5127	0.4479	0.1125
0.6559	16.0	8000	0.6334	0.4031	0.5814	0.4652	0.5083	0.0	0.4247	0.3728	0.7011	0.1067	0.1366	0.4836	0.4889	0.6948	0.0	0.772	0.5142	0.4574	0.1708
0.7151	17.0	8500	0.5907	0.4471	0.6062	0.5339	0.5945	0.0004	0.4537	0.4183	0.7465	0.0949	0.1433	0.5082	0.5117	0.7331	0.0021	0.8	0.5282	0.4792	0.1667
0.7495	18.0	9000	0.6227	0.4276	0.6057	0.492	0.5491	0.0	0.4429	0.3988	0.7338	0.1324	0.1411	0.4889	0.4923	0.6859	0.0	0.791	0.5099	0.4582	0.2042
0.6698	19.0	9500	0.5812	0.4552	0.6164	0.5403	0.6232	0.0	0.4591	0.4315	0.7423	0.1785	0.1485	0.5075	0.5096	0.7359	0.0	0.7928	0.5173	0.4808	0.2375
0.7048	20.0	10000	0.5521	0.4675	0.6247	0.5517	0.6487	0.0	0.468	0.4456	0.7538	0.156	0.149	0.5148	0.5202	0.7524	0.0	0.8081	0.5259	0.4972	0.2333
0.6155	21.0	10500	0.5570	0.4642	0.6334	0.561	0.6367	0.0002	0.4718	0.4286	0.7556	0.0656	0.1467	0.5026	0.5054	0.7141	0.0011	0.8009	0.5204	0.4702	0.2
0.6012	22.0	11000	0.5256	0.4777	0.6409	0.5649	0.6609	0.002	0.4887	0.4472	0.7703	0.1022	0.1486	0.5167	0.5207	0.7379	0.0011	0.8232	0.5359	0.4937	0.1833
0.5228	23.0	11500	0.5485	0.477	0.642	0.5768	0.6618	0.0158	0.47	0.455	0.7533	0.1221	0.1505	0.511	0.5136	0.7347	0.0084	0.7976	0.5099	0.4941	0.1958
0.6076	24.0	12000	0.5497	0.5072	0.6724	0.6053	0.6875	0.0909	0.5003	0.4843	0.7432	0.184	0.1727	0.5426	0.5459	0.7528	0.0895	0.7955	0.5402	0.5191	0.2375
0.5342	25.0	12500	0.5213	0.5077	0.6727	0.6119	0.6796	0.0854	0.506	0.4767	0.7579	0.1671	0.1687	0.5411	0.5459	0.7492	0.0832	0.8054	0.5459	0.5162	0.2833
0.5668	26.0	13000	0.5126	0.5918	0.7825	0.7045	0.6827	0.3173	0.5874	0.5738	0.7754	0.0969	0.2343	0.6311	0.6358	0.7456	0.3379	0.8238	0.6284	0.6238	0.2542
0.5328	27.0	13500	0.4993	0.6162	0.8218	0.748	0.685	0.4089	0.5979	0.6021	0.7549	0.181	0.2525	0.6585	0.6611	0.7423	0.4389	0.8021	0.6403	0.6464	0.2375
0.5303	28.0	14000	0.4917	0.6485	0.8365	0.7794	0.7124	0.4644	0.6271	0.6461	0.7688	0.1745	0.268	0.6879	0.6904	0.7677	0.4937	0.8096	0.6613	0.6893	0.2375
0.5268	29.0	14500	0.4792	0.6577	0.8834	0.7838	0.6831	0.5047	0.6532	0.6404	0.7854	0.1625	0.2733	0.7018	0.7059	0.7387	0.5495	0.8295	0.6884	0.6985	0.2458
0.49	30.0	15000	0.4947	0.6475	0.8795	0.7532	0.6762	0.5044	0.6672	0.6287	0.7618	0.1773	0.2766	0.6916	0.6951	0.729	0.5526	0.8036	0.7074	0.6779	0.3069
0.6711	31.0	15500	0.4538	0.6746	0.8957	0.7991	0.6955	0.5497	0.6853	0.663	0.7787	0.1179	0.2935	0.7228	0.7262	0.7585	0.5989	0.8211	0.7289	0.7156	0.2583
0.4278	32.0	16000	0.4328	0.7014	0.9158	0.8303	0.7142	0.608	0.712	0.6875	0.7821	0.1313	0.3039	0.7437	0.7487	0.7694	0.6474	0.8295	0.7503	0.7407	0.2125
0.5014	33.0	16500	0.4380	0.6845	0.8992	0.8313	0.7093	0.5781	0.7182	0.6693	0.766	0.1623	0.2957	0.731	0.7354	0.7681	0.6274	0.8105	0.7652	0.7183	0.2875
0.5762	34.0	17000	0.4470	0.6873	0.9159	0.8232	0.6738	0.6083	0.7118	0.6753	0.7799	0.182	0.2987	0.7358	0.7396	0.7399	0.6526	0.8262	0.7558	0.725	0.3097
0.5993	35.0	17500	0.4372	0.6971	0.9303	0.8432	0.687	0.6295	0.7122	0.6768	0.7748	0.1631	0.3041	0.7391	0.745	0.746	0.6716	0.8175	0.7473	0.7288	0.3486
0.4911	36.0	18000	0.4101	0.7015	0.932	0.8411	0.693	0.6238	0.7166	0.6893	0.7878	0.1979	0.3028	0.7472	0.7521	0.7569	0.6632	0.8361	0.7673	0.74	0.2958
0.4781	37.0	18500	0.4187	0.6914	0.9079	0.8294	0.6926	0.59	0.7231	0.6789	0.7918	0.1162	0.2947	0.7356	0.7394	0.754	0.6295	0.8346	0.7661	0.7262	0.2139
0.5799	38.0	19000	0.4119	0.701	0.9439	0.8374	0.6948	0.6172	0.7107	0.6877	0.7909	0.1665	0.2996	0.7478	0.7511	0.7581	0.6621	0.8331	0.7529	0.7375	0.2819
0.5361	39.0	19500	0.4146	0.7078	0.9387	0.8622	0.7061	0.6333	0.7228	0.6982	0.784	0.2637	0.2969	0.7483	0.7521	0.7577	0.6705	0.828	0.7665	0.7408	0.3819
0.493	40.0	20000	0.4011	0.7074	0.924	0.8545	0.7149	0.609	0.7326	0.6932	0.7982	0.1959	0.3027	0.7478	0.7529	0.769	0.6495	0.8404	0.7748	0.7458	0.2444
0.5708	41.0	20500	0.3944	0.7356	0.9499	0.8782	0.7288	0.6795	0.7563	0.7228	0.7986	0.1492	0.3188	0.7753	0.78	0.7766	0.7211	0.8425	0.7968	0.7703	0.2722
0.6682	42.0	21000	0.3919	0.7261	0.9477	0.8652	0.7259	0.6498	0.7382	0.713	0.8025	0.2406	0.3087	0.7701	0.7739	0.7782	0.7	0.8434	0.7811	0.7649	0.3153
0.4174	43.0	21500	0.4134	0.703	0.9523	0.8325	0.6781	0.6314	0.7123	0.6946	0.7994	0.2342	0.2981	0.746	0.7501	0.7355	0.6768	0.838	0.7524	0.741	0.3486
0.5008	44.0	22000	0.3907	0.7355	0.9505	0.8609	0.7255	0.673	0.736	0.7287	0.8081	0.2461	0.3096	0.7722	0.7761	0.7714	0.7063	0.8506	0.7728	0.7712	0.3347
0.4455	45.0	22500	0.3722	0.7412	0.9463	0.8804	0.7153	0.6929	0.7561	0.7266	0.8155	0.2147	0.3152	0.7778	0.7825	0.7613	0.7305	0.8557	0.7959	0.7692	0.2931
0.5233	46.0	23000	0.3724	0.7403	0.9481	0.8889	0.7207	0.6869	0.759	0.7225	0.8132	0.2499	0.3154	0.7816	0.7857	0.7718	0.7305	0.8548	0.7988	0.7691	0.3375
0.4255	47.0	23500	0.3741	0.7311	0.9513	0.8635	0.7092	0.678	0.7399	0.7221	0.806	0.2056	0.3123	0.7751	0.7799	0.7661	0.7295	0.844	0.7819	0.7699	0.3014
0.446	48.0	24000	0.3888	0.734	0.953	0.8869	0.7125	0.6834	0.747	0.7208	0.806	0.2461	0.3127	0.774	0.7762	0.7565	0.7232	0.8491	0.7858	0.7643	0.3
0.4059	49.0	24500	0.3750	0.7303	0.9415	0.8951	0.7104	0.6759	0.7358	0.7234	0.8046	0.1287	0.3159	0.772	0.7755	0.7698	0.7137	0.8431	0.7806	0.7671	0.25
0.4609	50.0	25000	0.3579	0.7437	0.9486	0.875	0.7298	0.6908	0.7409	0.7385	0.8105	0.2214	0.3188	0.7875	0.7908	0.7855	0.7379	0.8491	0.7783	0.7858	0.3389
0.5203	51.0	25500	0.3841	0.7283	0.943	0.8761	0.7195	0.6715	0.7375	0.7157	0.794	0.2607	0.3134	0.7707	0.7735	0.7698	0.7158	0.8349	0.7808	0.7655	0.3417
0.5682	52.0	26000	0.3522	0.7435	0.9479	0.8956	0.7475	0.6641	0.7571	0.7368	0.8189	0.2501	0.3177	0.7855	0.7888	0.7976	0.7084	0.8605	0.7951	0.781	0.3403
0.4698	53.0	26500	0.3583	0.7416	0.9407	0.8975	0.7269	0.6814	0.7537	0.7276	0.8165	0.2662	0.3177	0.7856	0.7884	0.7802	0.7274	0.8575	0.7972	0.777	0.3833
0.4656	54.0	27000	0.3621	0.7368	0.9507	0.8858	0.7244	0.6673	0.7422	0.7276	0.8186	0.3068	0.3144	0.7779	0.7819	0.7742	0.7126	0.8587	0.7846	0.7719	0.3778
0.4325	55.0	27500	0.3537	0.7429	0.9449	0.8827	0.7334	0.6752	0.7695	0.7297	0.8202	0.3058	0.3175	0.7872	0.7908	0.7871	0.7284	0.8569	0.8056	0.7754	0.3431
0.4239	56.0	28000	0.3582	0.7506	0.9524	0.8949	0.7427	0.695	0.7701	0.7386	0.8141	0.2394	0.3188	0.7915	0.7955	0.7972	0.74	0.8494	0.8032	0.7856	0.325
0.4582	57.0	28500	0.3465	0.7593	0.9528	0.9059	0.7571	0.7023	0.7844	0.7501	0.8185	0.2384	0.3198	0.8005	0.8042	0.8117	0.7474	0.8536	0.8198	0.7968	0.35
0.5418	58.0	29000	0.3444	0.7597	0.9552	0.8909	0.7571	0.7036	0.7629	0.7523	0.8185	0.2644	0.3224	0.8001	0.8047	0.8085	0.7495	0.856	0.7968	0.8034	0.3389
0.4257	59.0	29500	0.3479	0.7565	0.9489	0.8967	0.7483	0.6999	0.7716	0.7497	0.8213	0.2546	0.3221	0.7978	0.8012	0.8004	0.7442	0.859	0.8109	0.7944	0.3306
0.3616	60.0	30000	0.3678	0.74	0.9476	0.869	0.7166	0.6764	0.7445	0.7328	0.8269	0.2011	0.3123	0.7792	0.7834	0.7645	0.7211	0.8648	0.7838	0.7761	0.3208
0.4692	61.0	30500	0.3567	0.7391	0.9526	0.9076	0.7237	0.6736	0.7352	0.7386	0.8199	0.2564	0.3134	0.7841	0.7874	0.7698	0.7284	0.8642	0.777	0.7848	0.35
0.3664	62.0	31000	0.3445	0.7543	0.9457	0.8969	0.7524	0.6917	0.7841	0.7436	0.8186	0.1985	0.3187	0.7946	0.7982	0.804	0.7305	0.8599	0.8191	0.7871	0.3319
0.4617	63.0	31500	0.3477	0.7501	0.9319	0.8863	0.7356	0.677	0.7548	0.7512	0.8376	0.1933	0.3224	0.7898	0.7932	0.7891	0.7158	0.8747	0.7865	0.7936	0.2667
0.4785	64.0	32000	0.3276	0.7646	0.9489	0.9162	0.7483	0.7102	0.7797	0.7639	0.8351	0.2695	0.3244	0.8064	0.8101	0.7988	0.7547	0.8768	0.8188	0.8073	0.3278
0.3807	65.0	32500	0.3293	0.7682	0.9436	0.9062	0.759	0.7055	0.7908	0.7561	0.84	0.2285	0.3257	0.8096	0.8141	0.8137	0.7547	0.8738	0.8229	0.8057	0.3181
0.3815	66.0	33000	0.3422	0.7608	0.9451	0.9046	0.7518	0.6895	0.7784	0.7544	0.8411	0.2752	0.3221	0.8004	0.8053	0.8028	0.7358	0.8774	0.8167	0.8019	0.3236
0.4308	67.0	33500	0.3536	0.7486	0.9475	0.8884	0.7248	0.6897	0.7676	0.7404	0.8312	0.2703	0.3171	0.7907	0.796	0.7855	0.7379	0.8648	0.8097	0.7885	0.3292
0.4524	68.0	34000	0.3540	0.7421	0.9371	0.8874	0.7334	0.6738	0.7598	0.7385	0.8191	0.2067	0.3174	0.784	0.7874	0.7887	0.7179	0.8557	0.7999	0.7867	0.2833
0.4625	69.0	34500	0.3366	0.7633	0.9428	0.8915	0.7428	0.7156	0.7827	0.7584	0.8314	0.2485	0.3264	0.7999	0.803	0.7935	0.7526	0.863	0.8165	0.8011	0.2917
0.3982	70.0	35000	0.3199	0.7704	0.9511	0.9008	0.7549	0.7186	0.7657	0.7739	0.8377	0.2725	0.3271	0.81	0.8137	0.8145	0.7579	0.8687	0.8115	0.8156	0.3375
0.4455	71.0	35500	0.3327	0.7582	0.9422	0.889	0.7602	0.6811	0.7635	0.7576	0.8332	0.2142	0.3214	0.7964	0.8012	0.8129	0.7242	0.8666	0.8043	0.7968	0.3139
0.4408	72.0	36000	0.3362	0.7589	0.9435	0.896	0.7509	0.6959	0.7749	0.7537	0.8299	0.2235	0.32	0.7978	0.8009	0.804	0.7368	0.8617	0.8137	0.7951	0.2667
0.5039	73.0	36500	0.3251	0.7653	0.946	0.8872	0.7631	0.7017	0.7696	0.7687	0.8311	0.1256	0.3259	0.8012	0.8046	0.8089	0.7389	0.866	0.8065	0.8053	0.1542
0.4364	74.0	37000	0.3245	0.771	0.9521	0.8988	0.7656	0.7039	0.7728	0.771	0.8435	0.31	0.3269	0.8085	0.812	0.8077	0.7463	0.8819	0.8133	0.8129	0.3389
0.4864	75.0	37500	0.3360	0.7616	0.9475	0.8927	0.7553	0.7025	0.7811	0.7584	0.827	0.2521	0.3234	0.8024	0.8062	0.8109	0.7421	0.8657	0.8202	0.8042	0.2819
0.5108	76.0	38000	0.3516	0.7529	0.9519	0.8799	0.7343	0.696	0.7748	0.7415	0.8284	0.1942	0.3176	0.792	0.7956	0.7867	0.7368	0.8633	0.8118	0.7864	0.2861
0.4386	77.0	38500	0.3303	0.7701	0.9422	0.8958	0.7672	0.6976	0.7998	0.7631	0.8454	0.2447	0.3269	0.8062	0.8096	0.8133	0.7347	0.8807	0.8336	0.8044	0.3
0.4438	78.0	39000	0.3459	0.7568	0.9427	0.8977	0.7401	0.7021	0.762	0.7538	0.8281	0.2318	0.3208	0.7949	0.7986	0.7964	0.7358	0.8636	0.799	0.7978	0.3097
0.4384	79.0	39500	0.3290	0.7697	0.9422	0.8978	0.7709	0.6985	0.7908	0.7704	0.8396	0.2272	0.3268	0.8059	0.8105	0.8185	0.7368	0.8762	0.8231	0.8139	0.2917
0.46	80.0	40000	0.3328	0.7611	0.9379	0.8931	0.7507	0.6942	0.7708	0.7591	0.8383	0.248	0.3217	0.7986	0.8017	0.8004	0.7326	0.872	0.802	0.8022	0.3208
0.3882	81.0	40500	0.3387	0.7631	0.9478	0.9052	0.7469	0.7052	0.7825	0.7585	0.837	0.2465	0.3205	0.7999	0.8038	0.7883	0.7495	0.8735	0.8156	0.7998	0.3375
0.4055	82.0	41000	0.3298	0.7623	0.934	0.8977	0.7419	0.6995	0.7882	0.7618	0.8456	0.2022	0.324	0.7988	0.8018	0.7907	0.7326	0.8819	0.8235	0.8002	0.2667
0.4664	83.0	41500	0.3408	0.7543	0.9434	0.9031	0.74	0.6868	0.7696	0.7523	0.8362	0.191	0.3201	0.7926	0.7957	0.7867	0.7274	0.8729	0.8058	0.7927	0.2792
0.3745	84.0	42000	0.3231	0.7661	0.9464	0.9053	0.7459	0.7051	0.7858	0.7607	0.8472	0.2229	0.3269	0.8049	0.8086	0.7976	0.7474	0.8807	0.8229	0.8032	0.3417
0.3388	85.0	42500	0.3270	0.7699	0.9526	0.9007	0.7726	0.704	0.7731	0.7753	0.8332	0.2572	0.3231	0.8089	0.8127	0.8161	0.7505	0.8714	0.8128	0.8145	0.3764
0.3615	86.0	43000	0.3178	0.7756	0.9496	0.9091	0.7714	0.7045	0.7916	0.7747	0.8508	0.294	0.3264	0.8123	0.8173	0.8153	0.7484	0.8883	0.8225	0.8143	0.3681
0.3616	87.0	43500	0.3388	0.7613	0.953	0.9002	0.7401	0.7073	0.7624	0.7605	0.8366	0.2755	0.3209	0.7992	0.8019	0.7899	0.7453	0.8705	0.802	0.7984	0.3861
0.4107	88.0	44000	0.3161	0.7772	0.9513	0.9018	0.7613	0.7223	0.7856	0.7778	0.8479	0.2612	0.3308	0.8152	0.8191	0.8129	0.76	0.8843	0.8207	0.8195	0.3403
0.3945	89.0	44500	0.3433	0.7521	0.9474	0.8903	0.7469	0.6782	0.7605	0.7471	0.8312	0.2602	0.3186	0.7914	0.7948	0.7935	0.7232	0.8678	0.8016	0.7921	0.3042
0.3239	90.0	45000	0.3282	0.7692	0.9409	0.8894	0.7633	0.7078	0.7844	0.7662	0.8366	0.1813	0.3234	0.8066	0.8111	0.8161	0.7411	0.8762	0.826	0.8066	0.25
0.3919	91.0	45500	0.3136	0.7808	0.944	0.8978	0.7711	0.7221	0.7836	0.7854	0.8491	0.2101	0.3293	0.8148	0.8175	0.8153	0.7537	0.8834	0.8187	0.8229	0.2375
0.3625	92.0	46000	0.3011	0.7892	0.9492	0.9019	0.7869	0.7321	0.7997	0.793	0.8487	0.2453	0.3354	0.8236	0.827	0.8339	0.7653	0.8819	0.8349	0.8282	0.2917
0.3943	93.0	46500	0.3042	0.7873	0.944	0.9037	0.7763	0.7373	0.7998	0.7891	0.8482	0.243	0.3365	0.8226	0.8263	0.8206	0.7747	0.8837	0.8331	0.8285	0.2958
0.4379	94.0	47000	0.3146	0.7777	0.9441	0.9048	0.7555	0.726	0.7806	0.7786	0.8515	0.2692	0.3311	0.8143	0.8185	0.8052	0.7611	0.8892	0.8154	0.8207	0.3417
0.4484	95.0	47500	0.3113	0.779	0.946	0.9019	0.7684	0.7188	0.7913	0.7848	0.8498	0.2473	0.329	0.8134	0.8175	0.8161	0.7484	0.888	0.8243	0.8231	0.2972
0.4899	96.0	48000	0.3086	0.7834	0.9491	0.9066	0.7749	0.7207	0.7926	0.7875	0.8547	0.2902	0.3289	0.8209	0.825	0.8246	0.76	0.8904	0.8227	0.8281	0.3431
0.3551	97.0	48500	0.3072	0.7814	0.9519	0.9083	0.7687	0.7259	0.7879	0.7862	0.8497	0.2733	0.3296	0.8196	0.8228	0.8169	0.7642	0.8873	0.8284	0.8258	0.3417
0.4379	98.0	49000	0.3053	0.7827	0.9443	0.9023	0.7828	0.7111	0.79	0.7874	0.8543	0.2485	0.33	0.8195	0.8242	0.8327	0.7516	0.8883	0.8254	0.83	0.3167
0.4418	99.0	49500	0.3088	0.7777	0.9379	0.9037	0.7765	0.7073	0.7923	0.7806	0.8494	0.2146	0.3282	0.8159	0.819	0.825	0.7453	0.8867	0.8287	0.8192	0.2833
0.2906	100.0	50000	0.3106	0.7833	0.9427	0.9046	0.7741	0.7203	0.7894	0.7899	0.8556	0.2257	0.3311	0.8202	0.8226	0.8185	0.7611	0.8883	0.8244	0.8286	0.2708
0.3827	101.0	50500	0.3013	0.7814	0.9387	0.9	0.7832	0.7065	0.799	0.7836	0.8545	0.2251	0.3292	0.8172	0.8205	0.829	0.7421	0.8904	0.8339	0.8222	0.2958
0.3339	102.0	51000	0.2997	0.7851	0.9457	0.8962	0.7877	0.7196	0.7903	0.7883	0.8481	0.2424	0.3314	0.8212	0.825	0.8359	0.7558	0.8834	0.8284	0.828	0.2917
0.357	103.0	51500	0.2963	0.7903	0.9517	0.9017	0.7853	0.7276	0.8004	0.7939	0.858	0.2363	0.3335	0.8288	0.8332	0.8319	0.7705	0.8973	0.8394	0.8385	0.3083
0.4407	104.0	52000	0.3016	0.7852	0.9482	0.9112	0.7777	0.7203	0.8001	0.7873	0.8577	0.2538	0.3305	0.8196	0.8237	0.8218	0.7579	0.8916	0.8326	0.8276	0.3306
0.4194	105.0	52500	0.2960	0.7943	0.9484	0.9091	0.7902	0.7302	0.8199	0.7941	0.8625	0.2392	0.3322	0.8303	0.8346	0.8407	0.7663	0.8967	0.8524	0.8371	0.2931
0.3059	106.0	53000	0.2887	0.7964	0.9489	0.9098	0.7968	0.7332	0.8078	0.8042	0.8592	0.2745	0.337	0.8335	0.8372	0.8435	0.7726	0.8955	0.8418	0.8461	0.3167
0.3604	107.0	53500	0.2979	0.7902	0.9446	0.9084	0.7865	0.7265	0.8061	0.7953	0.8576	0.2311	0.3335	0.8237	0.8296	0.8339	0.7632	0.8919	0.842	0.8357	0.2875
0.3597	108.0	54000	0.2955	0.7931	0.9517	0.9122	0.788	0.7333	0.8022	0.7966	0.8579	0.2544	0.3345	0.8306	0.8342	0.8347	0.7758	0.8922	0.8379	0.8394	0.3056
0.4033	109.0	54500	0.3068	0.7823	0.9455	0.9069	0.7722	0.7216	0.799	0.7859	0.8529	0.2415	0.3324	0.8192	0.8224	0.8202	0.7589	0.888	0.8313	0.8274	0.2875
0.3405	110.0	55000	0.2968	0.7905	0.9508	0.9073	0.7773	0.7367	0.799	0.7934	0.8577	0.2545	0.3333	0.8242	0.8279	0.8202	0.7705	0.8931	0.8306	0.8325	0.3306
0.4235	111.0	55500	0.2834	0.796	0.9439	0.9146	0.7929	0.734	0.8125	0.7985	0.8609	0.2387	0.3396	0.8318	0.8355	0.8391	0.7705	0.897	0.846	0.8395	0.275
0.3267	112.0	56000	0.2922	0.7909	0.9459	0.8997	0.7878	0.7231	0.8014	0.7924	0.8617	0.2623	0.3327	0.8267	0.8307	0.8359	0.76	0.8961	0.8337	0.8336	0.3194
0.4151	113.0	56500	0.2878	0.7963	0.9485	0.9066	0.7945	0.7302	0.8067	0.7993	0.8643	0.2725	0.3336	0.8297	0.8344	0.8419	0.7621	0.8991	0.8388	0.8363	0.3222
0.3984	114.0	57000	0.2887	0.7961	0.9482	0.9034	0.7917	0.7335	0.8072	0.8031	0.8632	0.2598	0.3352	0.8317	0.8364	0.8395	0.7716	0.8982	0.8394	0.8429	0.3056
0.435	115.0	57500	0.2955	0.7951	0.9509	0.9083	0.7895	0.7356	0.8081	0.7996	0.8601	0.2608	0.3337	0.8293	0.8341	0.8335	0.7747	0.894	0.8391	0.8399	0.3097
0.2948	116.0	58000	0.2954	0.7912	0.9492	0.911	0.7927	0.7214	0.808	0.7955	0.8594	0.263	0.3315	0.8273	0.8321	0.8403	0.7621	0.894	0.8393	0.8355	0.3097
0.3556	117.0	58500	0.2893	0.8	0.949	0.9138	0.8025	0.7364	0.8168	0.8018	0.861	0.2696	0.3371	0.8363	0.8403	0.848	0.7779	0.8949	0.8499	0.8413	0.3139
0.4662	118.0	59000	0.2960	0.792	0.9494	0.9061	0.7866	0.7254	0.8113	0.7922	0.8641	0.2575	0.3315	0.8242	0.8288	0.8319	0.7579	0.8967	0.8416	0.8296	0.3014
0.3439	119.0	59500	0.2869	0.8048	0.9485	0.9121	0.7975	0.7471	0.8194	0.8073	0.8698	0.2751	0.3363	0.8369	0.8415	0.8444	0.7779	0.9021	0.8479	0.8438	0.3236
0.3117	120.0	60000	0.2921	0.8007	0.9491	0.9075	0.7956	0.7394	0.8103	0.8041	0.8671	0.2751	0.3369	0.8355	0.839	0.8419	0.7768	0.8982	0.8412	0.8429	0.3139
0.3281	121.0	60500	0.2870	0.8047	0.9481	0.906	0.8027	0.7437	0.8166	0.8088	0.8678	0.2744	0.3363	0.839	0.8423	0.8476	0.7789	0.9003	0.8483	0.8455	0.3194
0.4216	122.0	61000	0.2867	0.8002	0.9466	0.9099	0.7953	0.7381	0.8133	0.8004	0.8671	0.274	0.335	0.8344	0.8383	0.8411	0.7747	0.8991	0.8453	0.8417	0.3111
0.3912	123.0	61500	0.2869	0.799	0.9464	0.9033	0.7943	0.7372	0.8142	0.7997	0.8655	0.2714	0.335	0.8348	0.8379	0.8387	0.7758	0.8991	0.8473	0.8402	0.3111
0.4112	124.0	62000	0.2943	0.7917	0.9463	0.9072	0.7856	0.7284	0.8082	0.7913	0.8612	0.2981	0.3337	0.8265	0.8297	0.8294	0.7663	0.8934	0.8396	0.8308	0.3194
0.3761	125.0	62500	0.2863	0.7997	0.9463	0.9047	0.7952	0.7353	0.8225	0.7974	0.8685	0.2858	0.3367	0.8335	0.8366	0.8387	0.7705	0.9006	0.85	0.8365	0.3069
0.3983	126.0	63000	0.2887	0.7969	0.9465	0.9018	0.7927	0.735	0.8091	0.8003	0.8631	0.2874	0.3347	0.8321	0.8351	0.8371	0.7705	0.8976	0.8419	0.8395	0.3111
0.449	127.0	63500	0.2940	0.7942	0.9466	0.8993	0.7913	0.7316	0.8021	0.7971	0.8596	0.2904	0.3336	0.8276	0.8308	0.8327	0.7663	0.8934	0.8345	0.8351	0.3153
0.3092	128.0	64000	0.2910	0.8006	0.9466	0.9066	0.8017	0.7349	0.8129	0.8011	0.8651	0.2758	0.3348	0.8346	0.8376	0.8427	0.7716	0.8985	0.8462	0.84	0.3153
0.3511	129.0	64500	0.2894	0.8008	0.9461	0.9134	0.7963	0.7414	0.8151	0.8034	0.8647	0.2618	0.3367	0.8354	0.8383	0.8391	0.7779	0.8979	0.8456	0.8423	0.3069
0.3391	130.0	65000	0.2906	0.7979	0.9464	0.907	0.7924	0.7358	0.8108	0.7991	0.8654	0.2943	0.3338	0.8334	0.8362	0.8347	0.7747	0.8991	0.8417	0.8401	0.3167
0.3646	131.0	65500	0.2919	0.7963	0.9465	0.9108	0.7931	0.7348	0.8134	0.7972	0.8609	0.2881	0.3358	0.8321	0.8352	0.8387	0.7716	0.8952	0.8443	0.8375	0.3125
0.2848	132.0	66000	0.2956	0.7931	0.9463	0.9052	0.7891	0.7323	0.8126	0.7939	0.858	0.2862	0.3338	0.8303	0.8332	0.8343	0.7726	0.8928	0.8431	0.8343	0.3083
0.3886	133.0	66500	0.2907	0.7961	0.9465	0.909	0.7912	0.7344	0.8164	0.7946	0.8628	0.2898	0.3344	0.8316	0.8348	0.8347	0.7726	0.897	0.8467	0.834	0.3167
0.379	134.0	67000	0.2910	0.7983	0.9464	0.911	0.791	0.7449	0.8212	0.7967	0.859	0.2815	0.3358	0.8336	0.8365	0.8335	0.7811	0.8949	0.8507	0.8353	0.3083
0.4092	135.0	67500	0.2907	0.7989	0.9465	0.9144	0.7952	0.7387	0.8159	0.7999	0.8629	0.2875	0.3357	0.8345	0.8374	0.8387	0.7768	0.8967	0.8479	0.8384	0.3083
0.3667	136.0	68000	0.2885	0.7981	0.9465	0.9149	0.794	0.7381	0.8203	0.7976	0.8623	0.2955	0.3357	0.8341	0.8372	0.8355	0.7789	0.8973	0.8501	0.8367	0.3222
0.4176	137.0	68500	0.2865	0.8029	0.9467	0.9171	0.7996	0.7437	0.823	0.805	0.8654	0.2956	0.338	0.8377	0.8409	0.8415	0.7811	0.9	0.8521	0.8424	0.3222
0.3972	138.0	69000	0.2852	0.8013	0.9465	0.9172	0.7962	0.7451	0.8223	0.8014	0.8625	0.2955	0.3368	0.8364	0.8396	0.8387	0.7832	0.897	0.8521	0.841	0.3222
0.4419	139.0	69500	0.2812	0.8044	0.9466	0.9174	0.8004	0.7458	0.8213	0.8066	0.867	0.2953	0.3376	0.8389	0.842	0.8435	0.7821	0.9003	0.8513	0.8443	0.3222
0.3318	140.0	70000	0.2845	0.803	0.9466	0.915	0.7999	0.7453	0.8212	0.8056	0.864	0.2897	0.338	0.8377	0.8407	0.8419	0.7821	0.8982	0.8505	0.8437	0.3167
0.3842	141.0	70500	0.2822	0.8037	0.9466	0.917	0.8013	0.745	0.8219	0.8066	0.8647	0.2897	0.3382	0.8381	0.8412	0.8427	0.7811	0.8997	0.8527	0.8437	0.3167
0.3998	142.0	71000	0.2853	0.8013	0.9465	0.9149	0.7982	0.7444	0.8201	0.8031	0.8613	0.2953	0.3372	0.8369	0.8399	0.8411	0.7821	0.8964	0.8501	0.8416	0.3222
0.3571	143.0	71500	0.2838	0.8009	0.9462	0.9147	0.2991	0.8028	0.8196	0.337	0.8369	0.84	0.3264	0.8411	0.8505	0.7977	0.8415	0.7436	0.7811	0.8615	0.8973
0.3332	144.0	72000	0.2837	0.801	0.9464	0.9144	0.2932	0.803	0.8209	0.3369	0.8368	0.8398	0.3208	0.8413	0.8516	0.7989	0.8423	0.7419	0.7789	0.8623	0.8982
0.3259	145.0	72500	0.2837	0.8018	0.9464	0.9147	0.2935	0.804	0.8209	0.3373	0.8375	0.8405	0.3208	0.8418	0.8516	0.7997	0.8435	0.7432	0.78	0.8623	0.8979
0.3873	146.0	73000	0.2839	0.8016	0.9463	0.9145	0.2935	0.8032	0.8209	0.3367	0.8371	0.8401	0.3208	0.8413	0.8516	0.7991	0.8423	0.7434	0.78	0.8622	0.8979
0.3318	147.0	73500	0.2836	0.8017	0.9463	0.9145	0.2935	0.8036	0.8209	0.3373	0.8374	0.8404	0.3208	0.842	0.8516	0.7987	0.8419	0.7437	0.7811	0.8627	0.8982
0.3442	148.0	74000	0.2836	0.8014	0.9463	0.9145	0.2935	0.8031	0.8211	0.3373	0.8373	0.8403	0.3208	0.8417	0.8517	0.7989	0.8423	0.7423	0.78	0.8631	0.8985
0.4478	149.0	74500	0.2836	0.8018	0.9463	0.9146	0.2935	0.8039	0.8211	0.3373	0.8376	0.8406	0.3208	0.8422	0.8517	0.7988	0.8423	0.7436	0.7811	0.8631	0.8985
0.3662	150.0	75000	0.2836	0.8018	0.9463	0.9145	0.2935	0.8039	0.8211	0.3373	0.8376	0.8406	0.3208	0.8422	0.8517	0.7988	0.8423	0.7436	0.7811	0.8631	0.8985

Framework versions

• Transformers 4.46.0
• Pytorch 2.5.0+cu121
• Datasets 2.19.2
• Tokenizers 0.20.1