chickens-composite-201616161616-150-epochs-w-transform-metrics-test-shfld

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: 0.2904
• Map: 0.8051
• Map 50: 0.9551
• Map 75: 0.9034
• Map Small: 0.279
• Map Medium: 0.8008
• Map Large: 0.8412
• Mar 1: 0.3255
• Mar 10: 0.8376
• Mar 100: 0.8429
• Mar Small: 0.3733
• Mar Medium: 0.8409
• Mar Large: 0.8686
• Map Chicken: 0.8056
• Mar 100 Chicken: 0.8421
• Map Duck: 0.7416
• Mar 100 Duck: 0.7918
• Map Plant: 0.8682
• Mar 100 Plant: 0.8948

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
1.2525	1.0	500	1.4914	0.0431	0.0683	0.0461	0.0038	0.0195	0.0695	0.0492	0.1277	0.2728	0.1105	0.2434	0.2835	0.0272	0.123	0.0	0.0	0.1019	0.6955
1.155	2.0	1000	1.2507	0.0894	0.1307	0.1082	0.0004	0.0255	0.1241	0.0475	0.1784	0.2424	0.0319	0.2168	0.254	0.0017	0.0151	0.0	0.0	0.2665	0.7121
1.0293	3.0	1500	1.3024	0.1578	0.2269	0.1836	0.0048	0.0574	0.1977	0.0638	0.2155	0.2325	0.0624	0.2181	0.245	0.0136	0.0306	0.0	0.0	0.4599	0.667
1.082	4.0	2000	1.0289	0.2117	0.294	0.2408	0.012	0.1469	0.2285	0.084	0.2638	0.2736	0.0671	0.2563	0.2688	0.0444	0.0905	0.0	0.0	0.5908	0.7303
0.942	5.0	2500	0.9964	0.2573	0.3856	0.2933	0.036	0.2099	0.3008	0.1076	0.3839	0.4097	0.0733	0.3949	0.4279	0.1877	0.4913	0.0	0.0	0.5843	0.7379
0.9893	6.0	3000	0.9405	0.3097	0.4517	0.3646	0.0382	0.2711	0.3334	0.1153	0.4333	0.4494	0.1205	0.4235	0.4446	0.3348	0.6028	0.0	0.0	0.5944	0.7455
0.8888	7.0	3500	0.9067	0.3208	0.4688	0.3763	0.0064	0.2687	0.3556	0.1217	0.4436	0.4556	0.0867	0.4122	0.4733	0.3538	0.6512	0.0	0.0	0.6085	0.7158
0.8665	8.0	4000	0.9043	0.3405	0.497	0.3869	0.0582	0.2792	0.3696	0.1201	0.4413	0.4434	0.1329	0.3964	0.4453	0.3641	0.6028	0.0	0.0	0.6576	0.7273
0.7811	9.0	4500	0.8501	0.3469	0.49	0.4044	0.0308	0.2774	0.3713	0.1276	0.4542	0.458	0.121	0.3951	0.4696	0.3969	0.6639	0.0	0.0	0.6438	0.71
0.9009	10.0	5000	0.8122	0.3619	0.5128	0.4292	0.0547	0.3132	0.3705	0.1261	0.4682	0.4721	0.1233	0.4335	0.4843	0.4101	0.6671	0.0	0.0	0.6757	0.7491
0.8164	11.0	5500	0.7989	0.3614	0.5269	0.4129	0.0461	0.3348	0.3692	0.1215	0.4636	0.4706	0.1414	0.4403	0.4945	0.408	0.669	0.0	0.0	0.6763	0.7427
0.6442	12.0	6000	0.7173	0.3907	0.5439	0.4495	0.0361	0.3623	0.4158	0.132	0.4932	0.4956	0.1314	0.4665	0.5239	0.4743	0.7222	0.0	0.0	0.6978	0.7645
0.7746	13.0	6500	0.7465	0.3797	0.5401	0.4237	0.0892	0.3473	0.3955	0.1272	0.4764	0.4788	0.1862	0.4487	0.5006	0.4399	0.6782	0.0	0.0	0.6993	0.7582
0.674	14.0	7000	0.7455	0.3763	0.5547	0.4313	0.0721	0.3451	0.3911	0.128	0.4666	0.4691	0.1005	0.4456	0.4882	0.4421	0.6647	0.0	0.0	0.6869	0.7427
0.6078	15.0	7500	0.6729	0.3935	0.5477	0.4558	0.0364	0.3554	0.4275	0.1323	0.4865	0.4927	0.1381	0.4688	0.5204	0.4547	0.6944	0.0	0.0	0.7257	0.7836
0.7171	16.0	8000	0.6612	0.3927	0.5546	0.4655	0.056	0.3656	0.4249	0.1276	0.4824	0.4874	0.1567	0.4603	0.5148	0.4729	0.7004	0.0	0.0	0.7053	0.7618
0.6641	17.0	8500	0.6510	0.4041	0.5669	0.4742	0.0569	0.3677	0.4294	0.1327	0.488	0.4929	0.1081	0.4614	0.5184	0.4918	0.7048	0.0	0.0	0.7204	0.7739
0.5962	18.0	9000	0.6768	0.3956	0.5561	0.4543	0.0178	0.3723	0.423	0.1351	0.4825	0.4845	0.1	0.4638	0.5145	0.4617	0.6778	0.0	0.0	0.7249	0.7758
0.8006	19.0	9500	0.6209	0.4092	0.5645	0.494	0.0796	0.3747	0.4398	0.1316	0.4937	0.5006	0.1467	0.4716	0.5279	0.4906	0.7163	0.0	0.0	0.7371	0.7855
0.7191	20.0	10000	0.5962	0.423	0.5709	0.5003	0.1072	0.3958	0.4585	0.1394	0.5047	0.5078	0.1976	0.4822	0.5395	0.5279	0.7313	0.0	0.0	0.7411	0.7921
0.6064	21.0	10500	0.6064	0.4197	0.5777	0.4921	0.0939	0.3888	0.4519	0.1379	0.4981	0.5023	0.1567	0.4762	0.5318	0.528	0.7242	0.0	0.0	0.7311	0.7827
0.6584	22.0	11000	0.5884	0.4283	0.583	0.4987	0.0976	0.3985	0.4536	0.1451	0.5046	0.5086	0.1752	0.4804	0.5369	0.5453	0.7377	0.0	0.0	0.7396	0.7882
0.6776	23.0	11500	0.5939	0.4122	0.5716	0.4735	0.111	0.3761	0.4406	0.136	0.4949	0.4991	0.1752	0.4691	0.5215	0.4934	0.706	0.0	0.0	0.7433	0.7912
0.7424	24.0	12000	0.6049	0.4175	0.5644	0.4957	0.1045	0.3825	0.445	0.1395	0.4954	0.4978	0.1952	0.4668	0.522	0.5184	0.7151	0.0	0.0	0.7341	0.7782
0.5716	25.0	12500	0.5571	0.4373	0.5819	0.5031	0.1131	0.4026	0.4641	0.1402	0.5113	0.5134	0.1638	0.4881	0.5165	0.5416	0.7306	0.0	0.0	0.7702	0.8097
0.5601	26.0	13000	0.5891	0.4207	0.5784	0.4968	0.1128	0.3859	0.4535	0.1388	0.4983	0.5021	0.199	0.4693	0.529	0.5125	0.7143	0.0	0.0	0.7496	0.7921
0.667	27.0	13500	0.5549	0.4509	0.5944	0.5349	0.1368	0.412	0.4784	0.1463	0.5155	0.5198	0.2371	0.4894	0.5335	0.5772	0.7448	0.0	0.0	0.7754	0.8145
0.6431	28.0	14000	0.5422	0.4483	0.5946	0.5341	0.1445	0.4155	0.4777	0.1474	0.5177	0.5224	0.2371	0.4958	0.5384	0.5809	0.7563	0.0	0.0	0.764	0.8109
0.6363	29.0	14500	0.5430	0.4508	0.5956	0.5353	0.1094	0.4191	0.4876	0.1454	0.5165	0.5203	0.1914	0.4929	0.5445	0.5873	0.7524	0.0	0.0	0.7651	0.8085
0.4827	30.0	15000	0.5539	0.4591	0.5978	0.5379	0.1309	0.4365	0.4814	0.1496	0.5198	0.5233	0.1943	0.503	0.5389	0.6033	0.7536	0.0	0.0	0.7741	0.8164
0.5673	31.0	15500	0.6061	0.4422	0.5905	0.53	0.1173	0.411	0.4682	0.1415	0.501	0.5032	0.1819	0.4766	0.5185	0.5646	0.7099	0.0	0.0	0.762	0.7997
0.6023	32.0	16000	0.5962	0.4496	0.5873	0.5398	0.0528	0.4152	0.4889	0.1492	0.5086	0.512	0.1319	0.4848	0.5448	0.598	0.7413	0.0	0.0	0.7507	0.7948
0.5884	33.0	16500	0.5540	0.4553	0.6086	0.5514	0.1439	0.4199	0.4892	0.1474	0.5065	0.5103	0.209	0.482	0.5335	0.5965	0.7238	0.0	0.0	0.7695	0.807
0.6104	34.0	17000	0.5341	0.471	0.6193	0.566	0.1262	0.4349	0.4992	0.1492	0.5192	0.5226	0.2119	0.4916	0.5402	0.633	0.7492	0.0	0.0	0.78	0.8185
0.5326	35.0	17500	0.5223	0.4764	0.6211	0.5696	0.1251	0.4471	0.5052	0.1517	0.5202	0.525	0.1943	0.5011	0.5445	0.636	0.7397	0.0	0.0	0.7932	0.8355
0.5088	36.0	18000	0.5522	0.4683	0.6307	0.5664	0.1748	0.4395	0.4858	0.1466	0.5085	0.5113	0.2495	0.4867	0.524	0.6335	0.7234	0.0	0.0	0.7715	0.8106
0.5151	37.0	18500	0.5133	0.4857	0.6296	0.5677	0.171	0.446	0.4995	0.154	0.5223	0.526	0.2319	0.4923	0.541	0.6828	0.7611	0.0	0.0	0.7744	0.817
0.5623	38.0	19000	0.5089	0.493	0.6406	0.577	0.0923	0.4619	0.5165	0.1569	0.5263	0.5295	0.2176	0.5052	0.5475	0.6993	0.7675	0.0099	0.0052	0.7697	0.8158
0.5581	39.0	19500	0.5457	0.4715	0.6362	0.576	0.2016	0.4417	0.4838	0.1464	0.5005	0.5056	0.2505	0.4794	0.52	0.6399	0.7107	0.0	0.0	0.7746	0.8061
0.6243	40.0	20000	0.4951	0.5333	0.6956	0.6383	0.1647	0.5093	0.5588	0.1812	0.5656	0.5687	0.2067	0.5457	0.5961	0.6794	0.7472	0.133	0.133	0.7876	0.8258
0.5015	41.0	20500	0.4635	0.575	0.7201	0.6742	0.1788	0.5583	0.5652	0.2041	0.6051	0.6106	0.2243	0.6007	0.5995	0.718	0.7762	0.2051	0.2124	0.802	0.8433
0.5282	42.0	21000	0.4729	0.6178	0.7922	0.7371	0.1229	0.61	0.6311	0.2317	0.6599	0.6631	0.2167	0.6564	0.6695	0.6817	0.756	0.3748	0.3969	0.7969	0.8364
0.6359	43.0	21500	0.4664	0.6376	0.8312	0.7506	0.1173	0.6386	0.6168	0.2514	0.6855	0.6889	0.2357	0.6898	0.657	0.6815	0.756	0.4443	0.4794	0.7869	0.8315
0.631	44.0	22000	0.4675	0.659	0.8476	0.7996	0.1464	0.6619	0.6155	0.2578	0.7002	0.7032	0.2143	0.7079	0.6518	0.6981	0.7548	0.4847	0.5206	0.7942	0.8342
0.469	45.0	22500	0.4369	0.6797	0.8849	0.8126	0.1648	0.6676	0.6938	0.276	0.7232	0.7256	0.2605	0.7181	0.7371	0.6949	0.7587	0.5407	0.5742	0.8035	0.8439
0.5085	46.0	23000	0.4395	0.6936	0.9072	0.834	0.1854	0.6844	0.7324	0.283	0.7337	0.7382	0.2476	0.7333	0.7692	0.6934	0.7484	0.5887	0.6289	0.7988	0.8373
0.4624	47.0	23500	0.4190	0.7036	0.9138	0.8366	0.1937	0.6866	0.7519	0.2861	0.743	0.7458	0.2938	0.7334	0.7887	0.7183	0.775	0.6022	0.6361	0.7903	0.8264
0.3904	48.0	24000	0.4220	0.7152	0.9239	0.8418	0.1614	0.7041	0.7732	0.2953	0.7598	0.7642	0.239	0.7578	0.8158	0.7175	0.7762	0.6305	0.6753	0.7976	0.8412
0.4802	49.0	24500	0.3970	0.7291	0.9182	0.8617	0.166	0.7186	0.7531	0.2976	0.7693	0.7736	0.2257	0.7688	0.7991	0.7406	0.7952	0.6479	0.6876	0.7986	0.8379
0.4003	50.0	25000	0.4036	0.7171	0.9245	0.8569	0.1795	0.7048	0.7628	0.2939	0.7624	0.7662	0.2624	0.759	0.8077	0.7296	0.7893	0.6139	0.666	0.8078	0.8433
0.409	51.0	25500	0.3875	0.7353	0.9263	0.8576	0.1978	0.7263	0.7541	0.3061	0.7801	0.7844	0.2795	0.7806	0.8026	0.753	0.8012	0.648	0.7062	0.8049	0.8458
0.5391	52.0	26000	0.4081	0.706	0.9142	0.8518	0.187	0.693	0.7246	0.2889	0.7516	0.7552	0.289	0.7486	0.7686	0.7041	0.7702	0.6226	0.6639	0.7914	0.8315
0.5191	53.0	26500	0.3965	0.723	0.9371	0.8642	0.1739	0.7105	0.7569	0.3007	0.7655	0.7722	0.2862	0.7682	0.8008	0.7151	0.7663	0.6628	0.7155	0.7913	0.8348
0.4349	54.0	27000	0.3841	0.7412	0.9379	0.8713	0.1861	0.7364	0.7825	0.3044	0.7812	0.7862	0.2495	0.7854	0.827	0.7366	0.7865	0.6716	0.7165	0.8155	0.8555
0.4715	55.0	27500	0.3899	0.7336	0.9492	0.8691	0.238	0.7221	0.762	0.2995	0.7798	0.7845	0.331	0.7807	0.8017	0.7186	0.7706	0.6576	0.7206	0.8245	0.8621
0.4615	56.0	28000	0.3896	0.7311	0.9448	0.8832	0.2497	0.724	0.7506	0.2987	0.7737	0.7768	0.3743	0.77	0.7999	0.7216	0.773	0.657	0.7052	0.8146	0.8521
0.356	57.0	28500	0.3897	0.727	0.9417	0.8547	0.1613	0.7154	0.7737	0.2958	0.7692	0.7752	0.2848	0.7672	0.8192	0.7117	0.7675	0.6589	0.7093	0.8102	0.8488
0.4577	58.0	29000	0.3857	0.7302	0.9395	0.8749	0.1832	0.717	0.7593	0.2989	0.7699	0.7758	0.3343	0.7662	0.8062	0.7157	0.7687	0.6696	0.7134	0.8054	0.8455
0.4052	59.0	29500	0.3916	0.7315	0.9383	0.8678	0.1507	0.7255	0.7653	0.2981	0.7703	0.7759	0.2529	0.773	0.8158	0.7139	0.7702	0.672	0.7113	0.8086	0.8461
0.4092	60.0	30000	0.3783	0.7396	0.9392	0.8705	0.2153	0.7258	0.7751	0.3039	0.7797	0.7837	0.2929	0.7755	0.8203	0.7355	0.7861	0.6733	0.7206	0.8101	0.8442
0.4661	61.0	30500	0.3638	0.7522	0.9411	0.8702	0.2431	0.7466	0.7809	0.3095	0.7943	0.7979	0.3024	0.7988	0.8261	0.7502	0.7964	0.681	0.7381	0.8254	0.8591
0.4316	62.0	31000	0.3944	0.7263	0.9359	0.8691	0.1639	0.7124	0.7613	0.2993	0.7656	0.7715	0.2324	0.7629	0.795	0.7071	0.7591	0.6617	0.7124	0.81	0.843
0.3565	63.0	31500	0.3822	0.7343	0.9423	0.8744	0.2217	0.7235	0.7592	0.2999	0.7749	0.7788	0.3067	0.7702	0.8013	0.7238	0.771	0.6675	0.7175	0.8114	0.8479
0.5392	64.0	32000	0.3760	0.7394	0.9428	0.8705	0.2025	0.7319	0.7789	0.3032	0.7759	0.7801	0.3014	0.7773	0.8161	0.7264	0.7718	0.6876	0.7289	0.8041	0.8397
0.4893	65.0	32500	0.3702	0.7448	0.9408	0.8701	0.1175	0.7326	0.7906	0.3043	0.7828	0.7869	0.1576	0.7819	0.8271	0.7389	0.779	0.6682	0.7237	0.8274	0.8579
0.3706	66.0	33000	0.3416	0.7602	0.9451	0.8736	0.2166	0.7528	0.7848	0.3104	0.7974	0.8019	0.2838	0.799	0.8273	0.757	0.7988	0.7022	0.7495	0.8215	0.8573
0.4715	67.0	33500	0.3407	0.7626	0.9528	0.8804	0.2629	0.7472	0.7868	0.3079	0.7999	0.8062	0.3638	0.7954	0.8336	0.7643	0.8079	0.6973	0.7474	0.8262	0.8633
0.4381	68.0	34000	0.3454	0.7619	0.9504	0.8741	0.1501	0.742	0.8009	0.3129	0.7982	0.8063	0.3519	0.7926	0.8302	0.7726	0.8147	0.7037	0.7557	0.8092	0.8485
0.3467	69.0	34500	0.3459	0.7621	0.9479	0.8972	0.3178	0.7557	0.7793	0.3082	0.8002	0.8039	0.4286	0.7985	0.812	0.757	0.7992	0.7042	0.7495	0.8252	0.863
0.4757	70.0	35000	0.3503	0.7575	0.9448	0.8654	0.2299	0.7521	0.7897	0.3085	0.7915	0.7992	0.3033	0.7962	0.8254	0.77	0.8147	0.6773	0.7206	0.8251	0.8624
0.381	71.0	35500	0.3437	0.7655	0.9497	0.8843	0.2601	0.7533	0.8075	0.3115	0.7993	0.8046	0.3671	0.7953	0.8413	0.7654	0.806	0.7148	0.7567	0.8161	0.8512
0.5358	72.0	36000	0.3380	0.7681	0.9459	0.8783	0.199	0.76	0.8157	0.3169	0.8045	0.8093	0.3014	0.8042	0.8497	0.7679	0.8159	0.7109	0.7495	0.8255	0.8624
0.4114	73.0	36500	0.3485	0.766	0.9454	0.8839	0.1839	0.7587	0.7939	0.3145	0.7997	0.8058	0.281	0.8033	0.8281	0.7688	0.8087	0.7101	0.7485	0.8189	0.8603
0.4304	74.0	37000	0.3483	0.759	0.9444	0.8602	0.2158	0.755	0.7778	0.3094	0.7973	0.8027	0.2843	0.8017	0.8247	0.7666	0.8163	0.6854	0.7278	0.8248	0.8639
0.4527	75.0	37500	0.3590	0.7587	0.9457	0.8706	0.235	0.7493	0.7895	0.313	0.7928	0.7994	0.2843	0.7963	0.8242	0.7396	0.7825	0.705	0.7485	0.8314	0.8673
0.4407	76.0	38000	0.3461	0.7546	0.9454	0.8871	0.233	0.7467	0.7934	0.309	0.7961	0.8006	0.2705	0.7995	0.839	0.7501	0.7944	0.6839	0.7381	0.8299	0.8691
0.4118	77.0	38500	0.3657	0.7495	0.9412	0.8691	0.1603	0.7361	0.7877	0.3071	0.784	0.7893	0.219	0.7798	0.8278	0.7483	0.7849	0.6836	0.7299	0.8166	0.853
0.4346	78.0	39000	0.3583	0.7559	0.9421	0.8753	0.1848	0.7435	0.8044	0.3082	0.7892	0.7956	0.2514	0.788	0.8411	0.7551	0.8	0.693	0.732	0.8195	0.8548
0.4567	79.0	39500	0.3487	0.7635	0.9452	0.8953	0.1983	0.7514	0.8003	0.3098	0.7963	0.8021	0.2562	0.7951	0.8322	0.7608	0.7964	0.7052	0.7505	0.8244	0.8594
0.4801	80.0	40000	0.3592	0.7641	0.9435	0.8805	0.1908	0.754	0.8126	0.3092	0.796	0.8015	0.2457	0.7935	0.8445	0.7547	0.7933	0.7062	0.7474	0.8313	0.8639
0.4711	81.0	40500	0.3317	0.7745	0.949	0.8958	0.2417	0.7666	0.8032	0.3152	0.8103	0.8139	0.2914	0.8106	0.8375	0.7828	0.819	0.7098	0.7546	0.831	0.8679
0.3737	82.0	41000	0.3236	0.7828	0.9529	0.8924	0.2418	0.7741	0.8258	0.3196	0.8169	0.8217	0.33	0.8172	0.8557	0.7876	0.8214	0.7313	0.7763	0.8293	0.8673
0.4275	83.0	41500	0.3328	0.7735	0.9466	0.8786	0.1908	0.7641	0.8002	0.3151	0.8072	0.8111	0.2424	0.8067	0.8342	0.7798	0.8131	0.7087	0.7536	0.8319	0.8667
0.3289	84.0	42000	0.3243	0.7798	0.9474	0.8848	0.2453	0.7646	0.8087	0.3186	0.815	0.8177	0.2929	0.8071	0.8481	0.7806	0.8198	0.7316	0.7722	0.8272	0.8612
0.4157	85.0	42500	0.3515	0.7612	0.9471	0.878	0.1902	0.7564	0.7963	0.3115	0.7988	0.8028	0.2538	0.8005	0.8341	0.7499	0.7948	0.7077	0.7526	0.8261	0.8609
0.3518	86.0	43000	0.3355	0.7836	0.9436	0.8976	0.2453	0.7749	0.8198	0.3175	0.8151	0.8204	0.3043	0.8139	0.853	0.7841	0.8198	0.7328	0.7732	0.834	0.8682
0.4637	87.0	43500	0.3392	0.7756	0.9454	0.8975	0.2388	0.7673	0.7974	0.3167	0.8109	0.8146	0.2986	0.8075	0.8365	0.7718	0.8119	0.7215	0.766	0.8333	0.8661
0.395	88.0	44000	0.3309	0.7747	0.9461	0.8889	0.2263	0.7687	0.8017	0.3159	0.8104	0.8147	0.2967	0.8089	0.8352	0.7686	0.8107	0.7189	0.7639	0.8368	0.8694
0.3863	89.0	44500	0.3337	0.7706	0.9494	0.8827	0.2383	0.7584	0.8078	0.3115	0.8046	0.8118	0.3167	0.8034	0.8429	0.7649	0.8083	0.7041	0.7515	0.8428	0.8755
0.3874	90.0	45000	0.3239	0.7765	0.9527	0.8834	0.247	0.7711	0.7965	0.3143	0.8091	0.8156	0.331	0.8122	0.8388	0.7754	0.8151	0.7144	0.7577	0.8398	0.8739
0.3986	91.0	45500	0.3262	0.779	0.9527	0.8851	0.2605	0.7739	0.7997	0.3175	0.8161	0.8213	0.3452	0.8176	0.8441	0.7647	0.8075	0.7265	0.7784	0.8459	0.8779
0.3324	92.0	46000	0.3329	0.7644	0.9524	0.899	0.2734	0.7522	0.7995	0.3063	0.8024	0.8072	0.3324	0.7988	0.8344	0.7656	0.806	0.6853	0.7402	0.8423	0.8755
0.367	93.0	46500	0.3169	0.7792	0.9485	0.8927	0.2618	0.769	0.8151	0.3155	0.8155	0.8213	0.339	0.8134	0.8554	0.7839	0.8234	0.7253	0.7753	0.8284	0.8652
0.3546	94.0	47000	0.3150	0.7805	0.9523	0.8935	0.249	0.769	0.8173	0.3155	0.817	0.8221	0.3329	0.8143	0.8515	0.7827	0.821	0.7113	0.766	0.8474	0.8794
0.426	95.0	47500	0.3182	0.7855	0.9518	0.8913	0.2582	0.7779	0.818	0.3184	0.8223	0.827	0.3305	0.8223	0.8516	0.7967	0.8329	0.7214	0.7722	0.8384	0.8758
0.3735	96.0	48000	0.3135	0.7842	0.9488	0.8899	0.2766	0.7786	0.8092	0.3195	0.8206	0.8236	0.3438	0.8201	0.8451	0.7971	0.8369	0.7112	0.7567	0.8444	0.8773
0.3777	97.0	48500	0.3381	0.765	0.9472	0.8974	0.2939	0.7578	0.8049	0.3098	0.8072	0.8098	0.3467	0.8033	0.8481	0.7608	0.7984	0.7021	0.7639	0.8321	0.867
0.4125	98.0	49000	0.3031	0.7901	0.9468	0.9006	0.2662	0.7802	0.8316	0.3192	0.8265	0.83	0.3148	0.8242	0.8677	0.805	0.8409	0.7173	0.767	0.8478	0.8821
0.495	99.0	49500	0.3173	0.7846	0.9444	0.8963	0.2482	0.7789	0.8213	0.3191	0.8222	0.8248	0.2919	0.8224	0.8605	0.7895	0.8298	0.7221	0.767	0.8421	0.8776
0.408	100.0	50000	0.3049	0.793	0.9449	0.8939	0.2319	0.7858	0.8346	0.3233	0.8251	0.8294	0.2786	0.8267	0.8651	0.8023	0.8389	0.7294	0.768	0.8474	0.8812
0.3715	101.0	50500	0.3064	0.7841	0.9475	0.8894	0.2867	0.7748	0.824	0.3194	0.8229	0.8265	0.3386	0.8209	0.8633	0.7798	0.8179	0.7206	0.7763	0.8517	0.8855
0.3299	102.0	51000	0.3219	0.7744	0.9482	0.8799	0.2572	0.7675	0.8112	0.3168	0.8088	0.8131	0.3105	0.8077	0.8501	0.7751	0.8087	0.7117	0.7588	0.8363	0.8718
0.3759	103.0	51500	0.3075	0.7822	0.9452	0.8922	0.2596	0.774	0.811	0.3186	0.8206	0.8237	0.3162	0.817	0.8559	0.7831	0.8198	0.7109	0.766	0.8525	0.8852
0.4056	104.0	52000	0.3063	0.7882	0.9475	0.8932	0.2782	0.7816	0.8218	0.3221	0.8253	0.828	0.3357	0.8249	0.8557	0.7916	0.8321	0.7206	0.7691	0.8524	0.8827
0.3461	105.0	52500	0.3086	0.7907	0.956	0.8894	0.2624	0.784	0.8231	0.3193	0.8261	0.8289	0.3305	0.8259	0.8547	0.7976	0.8317	0.7285	0.7784	0.8459	0.8767
0.4638	106.0	53000	0.2992	0.7884	0.9538	0.8934	0.25	0.7847	0.8221	0.3188	0.8244	0.8288	0.3038	0.8278	0.862	0.7933	0.8298	0.7208	0.7742	0.8511	0.8824
0.4445	107.0	53500	0.3113	0.7858	0.946	0.8944	0.25	0.7799	0.8221	0.3184	0.8206	0.825	0.2976	0.8219	0.8561	0.7928	0.827	0.7193	0.7711	0.8453	0.877
0.3413	108.0	54000	0.3113	0.7861	0.9511	0.9036	0.2611	0.7765	0.8245	0.3201	0.8222	0.8259	0.3086	0.8201	0.8613	0.7873	0.8222	0.7155	0.7701	0.8555	0.8855
0.4364	109.0	54500	0.3054	0.7899	0.9515	0.8953	0.2493	0.7833	0.8326	0.3217	0.8257	0.8298	0.291	0.8266	0.8668	0.7918	0.8254	0.7229	0.7784	0.8549	0.8858
0.415	110.0	55000	0.3016	0.7937	0.9531	0.9011	0.273	0.7919	0.8191	0.3249	0.8297	0.8334	0.3433	0.8354	0.8529	0.794	0.8313	0.7368	0.7866	0.8503	0.8821
0.3368	111.0	55500	0.3073	0.7933	0.9497	0.8963	0.2642	0.7878	0.8238	0.3212	0.8272	0.8312	0.3219	0.8289	0.8591	0.7922	0.8306	0.7356	0.7814	0.852	0.8815
0.3752	112.0	56000	0.3107	0.7874	0.9525	0.9007	0.2815	0.7829	0.815	0.32	0.8256	0.8296	0.3471	0.8276	0.8558	0.7791	0.8183	0.7325	0.7876	0.8506	0.883
0.3418	113.0	56500	0.2966	0.8001	0.9533	0.9024	0.2848	0.7956	0.834	0.3241	0.8371	0.8411	0.3524	0.8386	0.8686	0.8057	0.8452	0.7407	0.7928	0.8538	0.8852
0.3301	114.0	57000	0.2992	0.798	0.9521	0.8953	0.287	0.7921	0.8325	0.3237	0.8342	0.8374	0.3343	0.8361	0.8679	0.8027	0.8365	0.7357	0.7918	0.8556	0.8839
0.365	115.0	57500	0.2981	0.7972	0.9438	0.8946	0.252	0.7867	0.8336	0.3243	0.8297	0.8339	0.3243	0.8292	0.8696	0.8068	0.8401	0.7242	0.7732	0.8606	0.8885
0.3717	116.0	58000	0.3036	0.7962	0.9527	0.9068	0.2885	0.7877	0.8309	0.3236	0.8314	0.8358	0.3581	0.8313	0.8653	0.795	0.8317	0.739	0.7918	0.8547	0.8839
0.3575	117.0	58500	0.3002	0.798	0.9503	0.8973	0.2803	0.7928	0.8344	0.3234	0.8323	0.8361	0.3424	0.8349	0.863	0.8008	0.8369	0.7381	0.7856	0.855	0.8858
0.3356	118.0	59000	0.3043	0.7937	0.9495	0.8923	0.2801	0.7898	0.8359	0.3223	0.8288	0.8329	0.339	0.8316	0.8653	0.7956	0.8298	0.7307	0.7825	0.8548	0.8864
0.435	119.0	59500	0.2998	0.798	0.9484	0.9026	0.2737	0.7926	0.8313	0.3256	0.8346	0.8371	0.3248	0.8349	0.8676	0.8017	0.8345	0.7327	0.7887	0.8595	0.8882
0.3344	120.0	60000	0.2980	0.7978	0.9536	0.8983	0.2747	0.7947	0.8349	0.3247	0.8336	0.8371	0.3476	0.8349	0.8655	0.8014	0.8385	0.7418	0.7907	0.8501	0.8821
0.3991	121.0	60500	0.2983	0.8006	0.9519	0.9032	0.275	0.7938	0.8349	0.3255	0.8353	0.8387	0.3562	0.8332	0.8699	0.8018	0.8393	0.7424	0.7897	0.8575	0.8873
0.3154	122.0	61000	0.2995	0.798	0.9524	0.8895	0.2622	0.7932	0.8361	0.3242	0.8324	0.8364	0.3314	0.8335	0.8659	0.7963	0.8317	0.737	0.7876	0.8607	0.8897
0.3353	123.0	61500	0.3011	0.8024	0.9506	0.9045	0.2739	0.7931	0.851	0.3246	0.8358	0.8394	0.3552	0.8332	0.8783	0.8083	0.846	0.7422	0.7866	0.8569	0.8855
0.3539	124.0	62000	0.2942	0.8027	0.9534	0.9021	0.2772	0.7948	0.8438	0.3234	0.8353	0.8397	0.381	0.8346	0.8723	0.8092	0.8448	0.7406	0.7866	0.8582	0.8876
0.5115	125.0	62500	0.2893	0.8056	0.9559	0.8998	0.2623	0.8002	0.8465	0.3244	0.838	0.8432	0.35	0.8415	0.8722	0.8115	0.848	0.7385	0.7866	0.8668	0.8948
0.3867	126.0	63000	0.2880	0.8086	0.9571	0.9046	0.2768	0.8039	0.8449	0.3253	0.8398	0.846	0.3738	0.8435	0.8731	0.8106	0.848	0.7422	0.7907	0.873	0.8994
0.6307	127.0	63500	0.2950	0.8049	0.953	0.9051	0.253	0.7985	0.8465	0.3256	0.8353	0.8413	0.3419	0.8371	0.8745	0.8057	0.8429	0.739	0.7856	0.87	0.8955
0.4204	128.0	64000	0.2944	0.8033	0.9572	0.9046	0.2675	0.7997	0.8428	0.3255	0.8354	0.8413	0.3562	0.8381	0.8737	0.8019	0.8401	0.7401	0.7897	0.8679	0.8942
0.3894	129.0	64500	0.2931	0.8071	0.9556	0.9001	0.2736	0.8029	0.843	0.3249	0.8386	0.8437	0.3752	0.8417	0.8699	0.8101	0.8444	0.7427	0.7918	0.8687	0.8948
0.4176	130.0	65000	0.2906	0.805	0.9528	0.9028	0.2673	0.797	0.8459	0.3257	0.8375	0.842	0.3624	0.8374	0.8748	0.8088	0.8437	0.7391	0.7887	0.8671	0.8936
0.3171	131.0	65500	0.2968	0.8018	0.9555	0.9035	0.27	0.7973	0.8375	0.325	0.834	0.839	0.359	0.8367	0.8671	0.8011	0.8377	0.7368	0.7866	0.8675	0.8927
0.3034	132.0	66000	0.2947	0.8011	0.9553	0.9006	0.2691	0.7976	0.8323	0.3245	0.8341	0.8395	0.3557	0.838	0.8627	0.8015	0.8393	0.7335	0.7845	0.8682	0.8945
0.4137	133.0	66500	0.2885	0.8068	0.955	0.8958	0.2782	0.8007	0.8471	0.3259	0.8382	0.8436	0.37	0.8403	0.8737	0.8094	0.8468	0.7415	0.7897	0.8695	0.8942
0.3806	134.0	67000	0.2915	0.8067	0.9525	0.9035	0.2753	0.8007	0.8507	0.3262	0.839	0.8438	0.3652	0.8406	0.8767	0.8066	0.8444	0.7456	0.7928	0.8678	0.8942
0.3932	135.0	67500	0.2915	0.8059	0.9549	0.899	0.2735	0.7986	0.8389	0.3248	0.8375	0.843	0.3671	0.8389	0.869	0.8085	0.8448	0.7407	0.7907	0.8684	0.8933
0.3981	136.0	68000	0.2917	0.8057	0.9544	0.8957	0.2804	0.8009	0.8375	0.3259	0.8384	0.8432	0.3652	0.8413	0.8655	0.8077	0.8444	0.74	0.7907	0.8694	0.8945
0.3151	137.0	68500	0.2932	0.8059	0.9542	0.8999	0.2793	0.801	0.8393	0.3248	0.8387	0.8436	0.3686	0.8411	0.8682	0.8084	0.8444	0.739	0.7907	0.8702	0.8958
0.3825	138.0	69000	0.2898	0.8084	0.9548	0.9033	0.2774	0.8013	0.8493	0.3262	0.8396	0.8449	0.3719	0.8408	0.8739	0.8097	0.8452	0.7471	0.7948	0.8683	0.8945
0.2824	139.0	69500	0.2916	0.805	0.9548	0.9032	0.2788	0.7989	0.8376	0.3253	0.8376	0.8429	0.3752	0.839	0.8677	0.8052	0.8417	0.7418	0.7928	0.8679	0.8942
0.4594	140.0	70000	0.2908	0.8069	0.9546	0.9033	0.2802	0.8013	0.8465	0.3265	0.8397	0.8449	0.3848	0.8421	0.8722	0.8069	0.844	0.746	0.7948	0.8679	0.8958
0.3131	141.0	70500	0.2934	0.8052	0.9546	0.9001	0.279	0.7993	0.8455	0.3257	0.8383	0.8434	0.3862	0.8399	0.8724	0.8044	0.8425	0.7422	0.7918	0.8689	0.8961
0.384	142.0	71000	0.2905	0.8063	0.955	0.9033	0.279	0.7996	0.8499	0.3257	0.8387	0.8438	0.3767	0.84	0.8749	0.8057	0.8429	0.7439	0.7928	0.8695	0.8958
0.3811	143.0	71500	0.2909	0.805	0.9548	0.9002	0.279	0.7995	0.8441	0.3252	0.8377	0.843	0.3767	0.8397	0.8714	0.8043	0.8417	0.7413	0.7918	0.8693	0.8955
0.2437	144.0	72000	0.2898	0.8051	0.955	0.9003	0.279	0.8007	0.8417	0.3255	0.838	0.8433	0.3767	0.8411	0.869	0.8043	0.8421	0.7416	0.7918	0.8694	0.8961
0.3751	145.0	72500	0.2909	0.8055	0.955	0.9034	0.279	0.801	0.8414	0.3255	0.838	0.8433	0.3767	0.8416	0.8688	0.805	0.8421	0.7415	0.7918	0.8699	0.8961
0.3538	146.0	73000	0.2905	0.8052	0.955	0.9034	0.2791	0.8008	0.8412	0.3257	0.8378	0.8432	0.3767	0.841	0.8686	0.8056	0.8429	0.7416	0.7918	0.8682	0.8948
0.3244	147.0	73500	0.2904	0.8048	0.955	0.9034	0.279	0.8003	0.8412	0.3255	0.8375	0.8428	0.3733	0.8405	0.8686	0.8056	0.8421	0.7417	0.7918	0.8672	0.8945
0.3588	148.0	74000	0.2904	0.8051	0.9551	0.9034	0.279	0.8008	0.8412	0.3255	0.8376	0.8429	0.3733	0.8409	0.8686	0.8056	0.8421	0.7416	0.7918	0.8682	0.8948
0.347	149.0	74500	0.2904	0.8051	0.9551	0.9034	0.279	0.8008	0.8412	0.3255	0.8376	0.8429	0.3733	0.8409	0.8686	0.8056	0.8421	0.7416	0.7918	0.8682	0.8948
0.3688	150.0	75000	0.2904	0.8051	0.9551	0.9034	0.279	0.8008	0.8412	0.3255	0.8376	0.8429	0.3733	0.8409	0.8686	0.8056	0.8421	0.7416	0.7918	0.8682	0.8948

Framework versions

• Transformers 4.46.2
• Pytorch 2.5.0+cu121
• Datasets 2.19.2
• Tokenizers 0.20.3