chickens-composite-201616161616-150-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: 0.2864
• Map: 0.7992
• Map 50: 0.9637
• Map 75: 0.8989
• Map Small: 0.3428
• Map Medium: 0.8051
• Map Large: 0.8153
• Mar 1: 0.3162
• Mar 10: 0.8378
• Mar 100: 0.843
• Mar Small: 0.4381
• Mar Medium: 0.8463
• Mar Large: 0.8551
• Map Chicken: 0.7833
• Mar 100 Chicken: 0.8298
• Map Duck: 0.747
• Mar 100 Duck: 0.7979
• Map Plant: 0.8672
• Mar 100 Plant: 0.9012

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
1.3747	1.0	500	1.3787	0.1018	0.1491	0.1155	0.0363	0.0	0.1826	0.0495	0.2691	0.006	0.0524	0.2694	0.355	0.3643	0.0	0.7006	0.3925	0.3288	0.0262
1.2078	2.0	1000	1.2359	0.2048	0.2894	0.2385	0.0858	0.0	0.2865	0.1101	0.5287	0.0066	0.086	0.3365	0.4465	0.604	0.0	0.7355	0.4846	0.4144	0.0895
1.0716	3.0	1500	1.0378	0.2591	0.3743	0.304	0.1358	0.0	0.2992	0.1831	0.6414	0.0233	0.1024	0.3601	0.3717	0.3921	0.0	0.723	0.3834	0.3414	0.0519
1.0097	4.0	2000	0.9668	0.2911	0.4199	0.3426	0.2048	0.0	0.3254	0.2382	0.6684	0.0787	0.1131	0.3961	0.4091	0.4976	0.0	0.7297	0.4087	0.3777	0.1333
0.6756	5.0	2500	0.8939	0.3274	0.4611	0.3732	0.2788	0.0	0.3693	0.2915	0.7034	0.0597	0.1245	0.449	0.4744	0.6635	0.0	0.7597	0.4895	0.453	0.1271
0.814	6.0	3000	0.8398	0.3292	0.4681	0.3844	0.3025	0.0	0.373	0.2896	0.6851	0.0637	0.1184	0.4607	0.4753	0.6802	0.0	0.7458	0.5049	0.4418	0.1148
0.8875	7.0	3500	1.0039	0.3382	0.5017	0.3967	0.3663	0.0	0.359	0.2988	0.6484	0.0382	0.1234	0.4309	0.4331	0.6056	0.0	0.6936	0.4519	0.3978	0.0867
0.9457	8.0	4000	0.7726	0.3549	0.5102	0.4198	0.3821	0.0	0.392	0.3128	0.6827	0.0431	0.1237	0.4609	0.4649	0.6663	0.0	0.7285	0.4913	0.4323	0.08
0.8339	9.0	4500	0.7188	0.3834	0.5328	0.4389	0.4271	0.0	0.4102	0.3461	0.7231	0.0449	0.1309	0.4861	0.4894	0.696	0.0	0.7721	0.5219	0.4577	0.1381
0.7813	10.0	5000	0.7378	0.3769	0.5485	0.4379	0.4384	0.0	0.3971	0.3526	0.6923	0.0362	0.124	0.4752	0.4803	0.6909	0.0	0.75	0.5162	0.4555	0.0833
0.7526	11.0	5500	0.6691	0.4059	0.5667	0.457	0.4777	0.0	0.4276	0.3719	0.7398	0.0528	0.1346	0.4873	0.4944	0.6956	0.0	0.7876	0.5378	0.4618	0.1514
0.7195	12.0	6000	0.6984	0.3983	0.5673	0.4621	0.4728	0.0	0.4143	0.3648	0.7222	0.0499	0.1274	0.4797	0.4874	0.6909	0.0	0.7712	0.5283	0.4558	0.1281
0.6467	13.0	6500	0.6682	0.408	0.5632	0.4939	0.5153	0.0	0.4315	0.388	0.7087	0.0458	0.1372	0.4872	0.49	0.7143	0.0	0.7558	0.5251	0.4654	0.1333
0.7253	14.0	7000	0.6210	0.4263	0.5778	0.5001	0.5356	0.0	0.4556	0.3959	0.7432	0.0782	0.1364	0.506	0.5088	0.7377	0.0	0.7888	0.5347	0.4813	0.139
0.7234	15.0	7500	0.6613	0.406	0.5657	0.486	0.5085	0.0	0.4334	0.3667	0.7096	0.0572	0.1337	0.4851	0.4885	0.7083	0.0	0.7573	0.5213	0.4478	0.1267
0.6467	16.0	8000	0.6621	0.4174	0.5704	0.4886	0.5214	0.0	0.4596	0.3702	0.7309	0.0454	0.1354	0.4926	0.496	0.7095	0.0	0.7785	0.539	0.4504	0.1133
0.6227	17.0	8500	0.6304	0.4221	0.5839	0.4954	0.5342	0.0	0.4436	0.3929	0.732	0.0783	0.1338	0.495	0.4977	0.7139	0.0	0.7791	0.5317	0.4721	0.1643
0.7302	18.0	9000	0.5794	0.4364	0.5848	0.5177	0.5726	0.0	0.4589	0.4131	0.7367	0.0589	0.1399	0.5078	0.5106	0.748	0.0	0.7836	0.5434	0.482	0.121
0.665	19.0	9500	0.5931	0.4435	0.6047	0.5339	0.5862	0.0	0.4622	0.4084	0.7442	0.0897	0.1405	0.5052	0.5099	0.7349	0.0	0.7948	0.5396	0.4776	0.1667
0.5947	20.0	10000	0.5701	0.4626	0.6084	0.5475	0.615	0.0	0.4907	0.4311	0.7728	0.0789	0.1413	0.5173	0.5248	0.7563	0.0	0.8182	0.5565	0.4942	0.2052
0.5727	21.0	10500	0.5720	0.4511	0.604	0.5269	0.5865	0.0	0.4784	0.4265	0.7667	0.1067	0.1369	0.5125	0.5177	0.7389	0.0	0.8142	0.5344	0.4946	0.229
0.5855	22.0	11000	0.5773	0.4519	0.6125	0.5447	0.5949	0.0	0.4783	0.4254	0.7608	0.1236	0.1383	0.5063	0.5118	0.7329	0.0	0.8024	0.5333	0.4872	0.2386
0.5441	23.0	11500	0.5694	0.4636	0.62	0.5595	0.6198	0.0	0.4837	0.4296	0.7709	0.0867	0.1445	0.509	0.5137	0.7313	0.0	0.8097	0.5346	0.4852	0.161
0.5504	24.0	12000	0.5569	0.4653	0.6191	0.5497	0.6305	0.0	0.4841	0.4365	0.7653	0.0995	0.1431	0.5149	0.5206	0.7556	0.0	0.8064	0.5405	0.4957	0.2229
0.5802	25.0	12500	0.5488	0.4621	0.6168	0.5455	0.6366	0.0	0.4952	0.431	0.7497	0.0932	0.1458	0.5118	0.516	0.7536	0.0	0.7945	0.541	0.491	0.1814
0.6644	26.0	13000	0.5489	0.4709	0.6259	0.564	0.637	0.0	0.5032	0.4382	0.7757	0.0979	0.1449	0.515	0.5187	0.7385	0.0	0.8176	0.5449	0.4914	0.2129
0.5006	27.0	13500	0.5375	0.4817	0.6348	0.5852	0.676	0.0008	0.5099	0.4509	0.7683	0.0954	0.1491	0.5201	0.5249	0.7623	0.0021	0.8103	0.5427	0.4986	0.19
0.5194	28.0	14000	0.5161	0.4872	0.6325	0.5795	0.6725	0.0015	0.5126	0.4629	0.7875	0.1579	0.1508	0.5289	0.5343	0.7655	0.0093	0.8282	0.5508	0.5098	0.2424
0.5253	29.0	14500	0.5392	0.4861	0.6461	0.5959	0.6739	0.0158	0.5018	0.4562	0.7685	0.1217	0.1511	0.5204	0.5248	0.7524	0.0144	0.8076	0.5371	0.5038	0.2138
0.7139	30.0	15000	0.5087	0.4933	0.6447	0.5839	0.6846	0.0082	0.5172	0.468	0.7873	0.0989	0.156	0.5313	0.5363	0.7667	0.0124	0.83	0.5527	0.5146	0.2552
0.5975	31.0	15500	0.5136	0.5044	0.6842	0.5915	0.6641	0.062	0.5448	0.4764	0.787	0.1557	0.1728	0.5681	0.575	0.7504	0.1433	0.8312	0.5871	0.5523	0.2838
0.6357	32.0	16000	0.5031	0.506	0.6647	0.5959	0.7083	0.0387	0.5347	0.4748	0.7711	0.1292	0.166	0.5445	0.5521	0.7778	0.067	0.8115	0.5721	0.5279	0.3205
0.4954	33.0	16500	0.4850	0.6026	0.7982	0.7113	0.7038	0.3072	0.5485	0.5987	0.7966	0.1613	0.2289	0.6542	0.6592	0.7687	0.3763	0.8327	0.601	0.6559	0.2952
0.5608	34.0	17000	0.4956	0.6291	0.8291	0.7295	0.6904	0.4001	0.6004	0.6177	0.7969	0.1447	0.2403	0.6767	0.6807	0.7512	0.4588	0.8321	0.6434	0.6715	0.2195
0.5545	35.0	17500	0.4593	0.6732	0.8781	0.7947	0.7125	0.5052	0.6504	0.6728	0.802	0.128	0.2712	0.719	0.7231	0.7679	0.566	0.8355	0.7029	0.7214	0.2586
0.4638	36.0	18000	0.4485	0.6864	0.9007	0.7957	0.7238	0.5375	0.683	0.6833	0.7978	0.1103	0.2766	0.7337	0.7394	0.7798	0.6041	0.8342	0.7294	0.7441	0.1986
0.4631	37.0	18500	0.4289	0.6983	0.8846	0.819	0.7339	0.5411	0.6778	0.6983	0.8198	0.1593	0.282	0.7377	0.7435	0.7877	0.5948	0.8479	0.7242	0.7472	0.26
0.4801	38.0	19000	0.4302	0.7033	0.9186	0.8231	0.7085	0.596	0.7351	0.6893	0.8056	0.208	0.2852	0.7465	0.7534	0.7635	0.6608	0.8358	0.7803	0.7432	0.2871
0.5169	39.0	19500	0.4603	0.6792	0.9211	0.8229	0.6854	0.5802	0.7224	0.6702	0.7719	0.0846	0.2782	0.7283	0.7346	0.746	0.6495	0.8082	0.7577	0.7324	0.191
0.5702	40.0	20000	0.4284	0.7044	0.9409	0.8336	0.7053	0.6151	0.7657	0.6982	0.7928	0.1289	0.2882	0.7526	0.7597	0.7603	0.6845	0.8342	0.8075	0.7525	0.2648
0.4602	41.0	20500	0.4185	0.7108	0.9349	0.8528	0.7103	0.6225	0.7698	0.7045	0.7996	0.1198	0.286	0.7573	0.7632	0.7627	0.6876	0.8394	0.8156	0.7583	0.209
0.5054	42.0	21000	0.4112	0.7046	0.9386	0.8376	0.7135	0.6025	0.7612	0.6897	0.7979	0.1176	0.285	0.7544	0.7605	0.7679	0.6784	0.8352	0.8061	0.7498	0.2319
0.4585	43.0	21500	0.4149	0.7019	0.9352	0.831	0.7039	0.5973	0.7528	0.6919	0.8043	0.1512	0.2842	0.746	0.7539	0.7587	0.6619	0.8412	0.8012	0.7437	0.2824
0.4809	44.0	22000	0.4257	0.7114	0.946	0.8499	0.7028	0.6311	0.7628	0.6952	0.8004	0.1798	0.2847	0.7502	0.7581	0.7452	0.6918	0.8373	0.8051	0.7436	0.2981
0.5096	45.0	22500	0.3866	0.7301	0.9409	0.8656	0.7337	0.6316	0.7604	0.723	0.825	0.2305	0.2934	0.768	0.7752	0.7853	0.6825	0.8579	0.7969	0.7703	0.3581
0.3569	46.0	23000	0.3903	0.7354	0.9551	0.85	0.7441	0.6476	0.7816	0.7281	0.8146	0.1643	0.2973	0.7783	0.7852	0.7913	0.7113	0.853	0.8215	0.78	0.2905
0.5786	47.0	23500	0.3864	0.7324	0.9466	0.8595	0.7353	0.6618	0.7822	0.717	0.8	0.118	0.2988	0.7731	0.779	0.7889	0.7124	0.8358	0.82	0.7693	0.2252
0.5832	48.0	24000	0.3837	0.7295	0.9548	0.8663	0.7363	0.6488	0.7473	0.7188	0.8036	0.2165	0.2953	0.7746	0.7835	0.7925	0.7144	0.8436	0.7958	0.775	0.3795
0.4607	49.0	24500	0.3718	0.7349	0.952	0.86	0.7436	0.653	0.7486	0.7263	0.8081	0.2217	0.2972	0.7798	0.7852	0.7929	0.7134	0.8494	0.7947	0.78	0.3295
0.4544	50.0	25000	0.3855	0.7337	0.9509	0.8708	0.7415	0.6595	0.7572	0.7273	0.8002	0.1915	0.2962	0.776	0.7831	0.7948	0.7155	0.8391	0.8071	0.7778	0.3548
0.4856	51.0	25500	0.3908	0.7289	0.948	0.8855	0.7357	0.6467	0.7705	0.7117	0.8042	0.2033	0.2988	0.7699	0.7754	0.7821	0.7082	0.8358	0.8117	0.7603	0.3552
0.525	52.0	26000	0.3737	0.7356	0.9475	0.8752	0.7445	0.661	0.7775	0.7244	0.8012	0.1072	0.298	0.7774	0.7847	0.7917	0.7268	0.8358	0.8254	0.7733	0.2576
0.461	53.0	26500	0.3872	0.73	0.9538	0.8836	0.7342	0.6596	0.7643	0.7287	0.796	0.1453	0.2963	0.7755	0.7815	0.779	0.7309	0.8345	0.8016	0.7774	0.2843
0.4168	54.0	27000	0.3672	0.7432	0.9508	0.8815	0.7403	0.6648	0.7746	0.7364	0.8247	0.1979	0.3004	0.7866	0.7924	0.7933	0.7237	0.8603	0.8117	0.7876	0.3281
0.5283	55.0	27500	0.3803	0.7312	0.9393	0.8797	0.73	0.6559	0.7731	0.7226	0.8077	0.2027	0.2998	0.7742	0.778	0.7802	0.7093	0.8445	0.81	0.7706	0.2871
0.4825	56.0	28000	0.3591	0.7475	0.9513	0.8948	0.7531	0.6794	0.7812	0.7373	0.8099	0.2344	0.304	0.7953	0.7992	0.8052	0.7412	0.8512	0.825	0.7872	0.361
0.4286	57.0	28500	0.3636	0.7375	0.9587	0.8681	0.7436	0.6484	0.7447	0.7316	0.8204	0.2267	0.2952	0.7811	0.7873	0.7917	0.7103	0.86	0.7927	0.7801	0.3533
0.505	58.0	29000	0.3713	0.7322	0.9479	0.8768	0.7316	0.6583	0.7717	0.7208	0.8067	0.24	0.2949	0.7722	0.7786	0.7782	0.7155	0.8421	0.8092	0.7716	0.32
0.3802	59.0	29500	0.3628	0.7445	0.9469	0.8799	0.7358	0.678	0.7525	0.7393	0.8196	0.2474	0.2973	0.782	0.7885	0.781	0.7278	0.8567	0.7951	0.784	0.32
0.3638	60.0	30000	0.3528	0.7432	0.9472	0.8783	0.7524	0.6658	0.7709	0.7413	0.8114	0.2418	0.2996	0.7839	0.7893	0.798	0.7175	0.8524	0.8165	0.7875	0.3619
0.4559	61.0	30500	0.3543	0.7393	0.9569	0.8867	0.7432	0.6716	0.7413	0.7374	0.8031	0.2875	0.2987	0.7806	0.7855	0.7917	0.7227	0.8421	0.7821	0.7842	0.3805
0.5254	62.0	31000	0.3775	0.7268	0.9492	0.8686	0.7326	0.6375	0.7406	0.7164	0.8103	0.2894	0.2896	0.7669	0.7745	0.7802	0.6938	0.8494	0.7812	0.7667	0.409
0.3529	63.0	31500	0.3562	0.7523	0.9533	0.8955	0.7437	0.6887	0.7747	0.7458	0.8246	0.2767	0.3047	0.793	0.7998	0.7948	0.7443	0.8603	0.8215	0.7922	0.4081
0.4234	64.0	32000	0.3625	0.7424	0.9439	0.8858	0.7355	0.6711	0.7568	0.7401	0.8207	0.2197	0.2969	0.7798	0.7861	0.7845	0.7175	0.8564	0.8095	0.7821	0.3205
0.4396	65.0	32500	0.3512	0.7614	0.9564	0.891	0.7586	0.7001	0.7852	0.7489	0.8255	0.2531	0.3058	0.8001	0.8069	0.8048	0.7557	0.8603	0.8285	0.7985	0.3833
0.4173	66.0	33000	0.3434	0.77	0.9558	0.8952	0.7579	0.7253	0.8013	0.7656	0.8268	0.2052	0.3066	0.8065	0.8138	0.8091	0.7691	0.8633	0.8334	0.8101	0.3562
0.4697	67.0	33500	0.3513	0.7545	0.9452	0.8796	0.7586	0.677	0.7904	0.7461	0.8279	0.2171	0.3026	0.7924	0.799	0.8087	0.7247	0.8636	0.8351	0.788	0.32
0.4771	68.0	34000	0.3578	0.7577	0.9455	0.8704	0.7557	0.6993	0.8022	0.7413	0.818	0.1788	0.3074	0.7947	0.8017	0.8004	0.7464	0.8582	0.8384	0.7888	0.329
0.4833	69.0	34500	0.3555	0.7502	0.9465	0.8737	0.7537	0.6766	0.7661	0.7317	0.8202	0.2681	0.2995	0.789	0.7955	0.7984	0.7299	0.8582	0.8117	0.7848	0.3676
0.4091	70.0	35000	0.3746	0.7332	0.9476	0.8716	0.7196	0.6808	0.7409	0.728	0.7992	0.1368	0.3026	0.7781	0.7825	0.7726	0.7351	0.8397	0.7993	0.7767	0.2071
0.3662	71.0	35500	0.3476	0.748	0.9477	0.8928	0.2295	0.7423	0.7833	0.3014	0.791	0.7964	0.3529	0.7918	0.8305	0.7374	0.7873	0.6861	0.7361	0.8204	0.8658
0.4244	72.0	36000	0.3509	0.7518	0.9432	0.8724	0.2416	0.7471	0.7649	0.2982	0.792	0.797	0.3657	0.7909	0.8121	0.7548	0.8004	0.6835	0.7299	0.8172	0.8606
0.4483	73.0	36500	0.3508	0.7472	0.9483	0.897	0.2306	0.753	0.7725	0.2979	0.7963	0.8027	0.409	0.8053	0.8304	0.738	0.7944	0.6835	0.7474	0.8201	0.8664
0.4498	74.0	37000	0.3357	0.7632	0.9535	0.882	0.2094	0.7633	0.7862	0.3069	0.8033	0.8087	0.3448	0.8104	0.8324	0.7617	0.8091	0.7007	0.7485	0.8272	0.8685
0.5208	75.0	37500	0.3492	0.7598	0.9506	0.8859	0.2379	0.7612	0.7963	0.3067	0.7977	0.8034	0.3476	0.8052	0.8349	0.7466	0.7917	0.6987	0.7454	0.834	0.873
0.3542	76.0	38000	0.3492	0.7606	0.9431	0.8889	0.2385	0.7543	0.7958	0.3072	0.7975	0.8028	0.3724	0.7957	0.8427	0.7548	0.7988	0.7124	0.7526	0.8146	0.857
0.439	77.0	38500	0.3485	0.7617	0.9583	0.8965	0.213	0.7633	0.7814	0.3039	0.7998	0.8063	0.3343	0.8052	0.8302	0.7599	0.8036	0.6995	0.7474	0.8257	0.8679
0.4294	78.0	39000	0.3406	0.7562	0.947	0.8774	0.2508	0.7586	0.7739	0.3044	0.7915	0.7994	0.3657	0.8001	0.8081	0.7478	0.7917	0.6802	0.7268	0.8405	0.8797
0.3643	79.0	39500	0.3285	0.7607	0.9492	0.8828	0.2242	0.7627	0.7663	0.3047	0.7998	0.8045	0.3529	0.8074	0.809	0.7602	0.804	0.6911	0.7402	0.8309	0.8694
0.3089	80.0	40000	0.3194	0.7734	0.9514	0.8911	0.2526	0.773	0.808	0.3087	0.8092	0.8163	0.3805	0.8168	0.8501	0.773	0.8175	0.7036	0.7515	0.8436	0.88
0.3825	81.0	40500	0.3217	0.7671	0.9532	0.8831	0.2602	0.7599	0.8157	0.3076	0.8079	0.8136	0.3638	0.8041	0.8615	0.7627	0.8147	0.7031	0.7557	0.8354	0.8703
0.465	82.0	41000	0.3319	0.7729	0.9571	0.8953	0.2869	0.7677	0.812	0.3083	0.8123	0.8173	0.3862	0.8111	0.8534	0.7579	0.8024	0.7203	0.7711	0.8404	0.8785
0.3699	83.0	41500	0.3355	0.7681	0.9404	0.8881	0.2056	0.7663	0.7947	0.3088	0.8062	0.8112	0.2671	0.809	0.8387	0.7788	0.8246	0.7036	0.7443	0.8218	0.8645
0.4712	84.0	42000	0.3503	0.7537	0.9542	0.8957	0.2904	0.7501	0.7776	0.3017	0.7948	0.8006	0.3829	0.7959	0.8247	0.7472	0.7984	0.6924	0.7423	0.8214	0.8612
0.3711	85.0	42500	0.3334	0.7686	0.9549	0.8986	0.2611	0.7664	0.8073	0.3066	0.8066	0.8126	0.3724	0.8067	0.8506	0.7423	0.7905	0.7212	0.768	0.8425	0.8794
0.4093	86.0	43000	0.3299	0.7711	0.9535	0.8948	0.2808	0.7678	0.8096	0.31	0.8091	0.8156	0.3848	0.8098	0.8489	0.7478	0.7996	0.7176	0.7629	0.8478	0.8842
0.447	87.0	43500	0.3274	0.7718	0.9547	0.8992	0.2794	0.7699	0.8004	0.3086	0.8129	0.8177	0.3738	0.8106	0.8445	0.7686	0.8151	0.7125	0.7639	0.8343	0.8742
0.3878	88.0	44000	0.3162	0.7836	0.9558	0.9025	0.2726	0.7785	0.8195	0.3138	0.8202	0.8262	0.3805	0.8201	0.8567	0.7758	0.8206	0.7307	0.7763	0.8442	0.8818
0.3293	89.0	44500	0.3279	0.7753	0.9585	0.8908	0.2607	0.7729	0.8023	0.3112	0.8129	0.8193	0.3748	0.8182	0.8371	0.76	0.8095	0.7257	0.7732	0.8403	0.8752
0.279	90.0	45000	0.3147	0.7774	0.9502	0.8862	0.2608	0.7753	0.8075	0.3091	0.8166	0.8217	0.351	0.8164	0.8512	0.7737	0.821	0.7143	0.7608	0.8442	0.8833
0.339	91.0	45500	0.3120	0.7779	0.9532	0.8949	0.2683	0.7732	0.8047	0.3094	0.8169	0.8225	0.3881	0.8181	0.8504	0.7784	0.8262	0.7125	0.7598	0.8428	0.8815
0.3912	92.0	46000	0.3251	0.7654	0.9549	0.9026	0.239	0.7613	0.7949	0.3052	0.8083	0.8145	0.4105	0.81	0.8352	0.7566	0.8115	0.7011	0.7536	0.8385	0.8785
0.3807	93.0	46500	0.3135	0.775	0.9623	0.8789	0.3063	0.7761	0.8012	0.3088	0.8154	0.822	0.4376	0.8208	0.845	0.7674	0.821	0.7131	0.7608	0.8444	0.8842
0.3656	94.0	47000	0.3086	0.7801	0.95	0.8789	0.2709	0.7843	0.8114	0.3144	0.8184	0.8227	0.3586	0.8282	0.8487	0.7752	0.8238	0.726	0.766	0.8391	0.8782
0.4247	95.0	47500	0.3114	0.7796	0.9586	0.8881	0.3308	0.7744	0.7972	0.3095	0.8172	0.8224	0.4505	0.8143	0.8408	0.7644	0.8135	0.7272	0.7701	0.8473	0.8836
0.4126	96.0	48000	0.3133	0.7738	0.9614	0.8988	0.3127	0.7708	0.8021	0.31	0.8124	0.8185	0.3962	0.8166	0.842	0.7608	0.8087	0.7137	0.7629	0.8468	0.8839
0.359	97.0	48500	0.3201	0.7733	0.953	0.906	0.3088	0.7727	0.8001	0.3107	0.81	0.8155	0.391	0.8137	0.8409	0.7506	0.7964	0.7168	0.7629	0.8526	0.8873
0.4638	98.0	49000	0.3107	0.782	0.9587	0.887	0.3189	0.783	0.8032	0.3128	0.8212	0.8258	0.3933	0.8258	0.8441	0.7726	0.8147	0.7132	0.767	0.8601	0.8958
0.3504	99.0	49500	0.3072	0.7808	0.9538	0.9073	0.3213	0.7827	0.8113	0.3134	0.8181	0.823	0.4033	0.8219	0.8499	0.7752	0.823	0.7103	0.7546	0.8571	0.8912
0.4122	100.0	50000	0.3071	0.7832	0.9591	0.9103	0.3515	0.7866	0.7982	0.3125	0.8203	0.8259	0.4233	0.8275	0.8408	0.7704	0.8179	0.7221	0.7691	0.8572	0.8909
0.4066	101.0	50500	0.3091	0.7845	0.9595	0.8987	0.3408	0.7879	0.8005	0.3126	0.82	0.8259	0.4086	0.826	0.8379	0.7781	0.823	0.7198	0.7649	0.8555	0.8897
0.3207	102.0	51000	0.3127	0.7783	0.9531	0.8992	0.3268	0.7782	0.8049	0.312	0.8201	0.8238	0.4262	0.8221	0.8476	0.7715	0.8198	0.7081	0.7588	0.8555	0.8927
0.3462	103.0	51500	0.3052	0.7911	0.957	0.9074	0.3095	0.7945	0.8058	0.3146	0.8252	0.83	0.41	0.8332	0.8423	0.7746	0.8194	0.7385	0.7763	0.8601	0.8942
0.3938	104.0	52000	0.2955	0.793	0.9638	0.9043	0.3318	0.7971	0.8019	0.3167	0.8306	0.8352	0.4348	0.839	0.8371	0.7777	0.825	0.7434	0.7876	0.858	0.893
0.3236	105.0	52500	0.2997	0.7909	0.9607	0.9079	0.3475	0.7935	0.8059	0.3149	0.8265	0.8323	0.4552	0.8326	0.8405	0.7767	0.8206	0.7373	0.7825	0.8588	0.8939
0.3559	106.0	53000	0.2987	0.7918	0.9599	0.9093	0.3328	0.8003	0.8102	0.3167	0.8294	0.8358	0.4367	0.8392	0.8494	0.7782	0.8278	0.7367	0.7856	0.8606	0.8939
0.39	107.0	53500	0.3079	0.7835	0.961	0.9054	0.3091	0.7855	0.7968	0.3115	0.8186	0.8253	0.409	0.8258	0.8377	0.7606	0.8079	0.7349	0.7784	0.8551	0.8897
0.362	108.0	54000	0.2972	0.7924	0.9578	0.905	0.3031	0.7963	0.8132	0.3145	0.8291	0.8352	0.4043	0.8369	0.8524	0.7803	0.8234	0.7422	0.7918	0.8548	0.8903
0.3628	109.0	54500	0.3163	0.7773	0.9624	0.9104	0.3353	0.7826	0.7896	0.3092	0.8181	0.8238	0.4433	0.8235	0.8397	0.7642	0.8131	0.7221	0.7732	0.8457	0.8852
0.3574	110.0	55000	0.3100	0.781	0.9617	0.9053	0.3376	0.7829	0.806	0.3118	0.82	0.8256	0.4252	0.8243	0.8469	0.7664	0.8147	0.7253	0.7753	0.8511	0.887
0.368	111.0	55500	0.2933	0.7928	0.9593	0.9002	0.3206	0.7956	0.8223	0.3186	0.8282	0.8351	0.4252	0.8349	0.8599	0.79	0.8365	0.7313	0.7753	0.857	0.8936
0.3394	112.0	56000	0.2973	0.792	0.9547	0.9061	0.3368	0.7922	0.8306	0.3146	0.827	0.8325	0.4029	0.83	0.8643	0.7841	0.8294	0.7361	0.7763	0.8559	0.8918
0.3677	113.0	56500	0.2919	0.7984	0.9604	0.9117	0.3672	0.7988	0.8247	0.3174	0.8343	0.8398	0.4433	0.837	0.8588	0.7855	0.8321	0.7524	0.7938	0.8574	0.8933
0.3681	114.0	57000	0.3044	0.7833	0.9586	0.8961	0.326	0.786	0.8076	0.3116	0.8207	0.8256	0.3905	0.8261	0.8483	0.7709	0.8179	0.7311	0.7732	0.848	0.8858
0.3562	115.0	57500	0.2904	0.7918	0.9632	0.8991	0.3676	0.793	0.8148	0.3128	0.8293	0.8339	0.4362	0.8345	0.8539	0.7843	0.827	0.7299	0.7804	0.8612	0.8942
0.3524	116.0	58000	0.2993	0.7868	0.9596	0.8935	0.3494	0.7868	0.8053	0.3096	0.8241	0.8305	0.4462	0.8306	0.8468	0.7799	0.8258	0.7199	0.7691	0.8604	0.8967
0.3553	117.0	58500	0.2957	0.7906	0.9596	0.8967	0.3272	0.7925	0.808	0.3134	0.8307	0.8368	0.4229	0.8383	0.8503	0.7817	0.8298	0.7306	0.7845	0.8596	0.8961
0.3976	118.0	59000	0.2960	0.7898	0.9594	0.8957	0.3654	0.7936	0.8076	0.3122	0.8276	0.8337	0.451	0.8373	0.8466	0.7777	0.8262	0.7295	0.7763	0.8623	0.8985
0.3359	119.0	59500	0.3019	0.787	0.9608	0.901	0.3603	0.7874	0.8063	0.3129	0.8247	0.83	0.4529	0.8295	0.8428	0.7713	0.8187	0.7276	0.7753	0.8622	0.8961
0.3539	120.0	60000	0.2955	0.791	0.9618	0.8983	0.346	0.7919	0.809	0.3134	0.828	0.8339	0.4557	0.8337	0.8467	0.7759	0.8234	0.7341	0.7804	0.8629	0.8979
0.3807	121.0	60500	0.2925	0.7959	0.9593	0.894	0.3381	0.7973	0.8155	0.3171	0.834	0.8391	0.4519	0.8399	0.8493	0.7827	0.8321	0.7384	0.7856	0.8665	0.8997
0.3657	122.0	61000	0.3006	0.7916	0.9634	0.8955	0.3356	0.7899	0.8187	0.3182	0.8276	0.8345	0.4352	0.834	0.8516	0.7768	0.8242	0.7377	0.7835	0.8604	0.8958
0.3388	123.0	61500	0.2985	0.7894	0.9631	0.8973	0.3342	0.7913	0.8084	0.3131	0.8275	0.833	0.44	0.8346	0.8481	0.7735	0.8206	0.7316	0.7814	0.8629	0.897
0.3234	124.0	62000	0.2949	0.7951	0.9601	0.8963	0.3344	0.7999	0.8059	0.3156	0.8322	0.8381	0.4452	0.8401	0.8458	0.7824	0.8306	0.7392	0.7845	0.8636	0.8991
0.341	125.0	62500	0.2918	0.7977	0.964	0.9012	0.3369	0.8003	0.82	0.3165	0.836	0.8414	0.4419	0.8434	0.8564	0.783	0.8294	0.7453	0.7948	0.8647	0.9
0.3289	126.0	63000	0.2900	0.8004	0.9627	0.904	0.3378	0.8034	0.823	0.3186	0.8403	0.8461	0.4452	0.8482	0.8596	0.7823	0.8329	0.7492	0.8031	0.8698	0.9021
0.3619	127.0	63500	0.2918	0.7985	0.9625	0.8978	0.3304	0.804	0.8171	0.3174	0.8368	0.8421	0.4114	0.8459	0.855	0.7839	0.8294	0.745	0.7969	0.8668	0.9
0.3725	128.0	64000	0.2907	0.7956	0.9634	0.8987	0.3324	0.8023	0.8105	0.3157	0.8345	0.8401	0.4267	0.8446	0.8508	0.7829	0.8266	0.7403	0.7948	0.8636	0.8988
0.3488	129.0	64500	0.2899	0.7982	0.9623	0.8974	0.3311	0.8049	0.8123	0.3171	0.8372	0.8432	0.4352	0.8481	0.8514	0.7821	0.8298	0.7478	0.8	0.8647	0.8997
0.2774	130.0	65000	0.2880	0.7985	0.9623	0.8972	0.3337	0.8056	0.8152	0.3174	0.8363	0.8424	0.4286	0.8472	0.8526	0.7842	0.8313	0.7457	0.7959	0.8656	0.9
0.3268	131.0	65500	0.2950	0.7966	0.9645	0.904	0.3272	0.8028	0.8135	0.3162	0.836	0.8422	0.4352	0.8471	0.8531	0.7806	0.8294	0.7465	0.799	0.8628	0.8982
0.327	132.0	66000	0.2854	0.8026	0.9658	0.8916	0.3174	0.8085	0.8186	0.3177	0.8391	0.845	0.4124	0.8497	0.8567	0.7927	0.8369	0.7447	0.7959	0.8704	0.9021
0.3712	133.0	66500	0.2902	0.8018	0.9658	0.8912	0.3277	0.8063	0.8175	0.3174	0.8391	0.8449	0.4352	0.8477	0.8584	0.7912	0.8365	0.7457	0.7969	0.8686	0.9012
0.3267	134.0	67000	0.2885	0.8009	0.964	0.8987	0.3322	0.8065	0.8133	0.3167	0.8384	0.8438	0.4252	0.8484	0.8523	0.7863	0.8321	0.7468	0.7969	0.8696	0.9024
0.4273	135.0	67500	0.2911	0.7979	0.9638	0.9028	0.3267	0.8033	0.8095	0.3175	0.8352	0.8406	0.4205	0.8448	0.8494	0.7828	0.8298	0.7428	0.7918	0.8681	0.9003
0.3564	136.0	68000	0.2915	0.797	0.9634	0.9013	0.3325	0.8023	0.818	0.3176	0.8349	0.8406	0.419	0.8449	0.8553	0.7825	0.8286	0.7411	0.7918	0.8674	0.9015
0.358	137.0	68500	0.2883	0.8007	0.9635	0.9034	0.3399	0.8054	0.8189	0.3187	0.8379	0.8434	0.4367	0.8469	0.8564	0.7868	0.8333	0.7455	0.7948	0.8698	0.9021
0.3715	138.0	69000	0.2868	0.7973	0.9632	0.9007	0.3366	0.8025	0.8125	0.3172	0.8358	0.8413	0.4286	0.8446	0.8521	0.7847	0.8317	0.7397	0.7907	0.8676	0.9015
0.4042	139.0	69500	0.2852	0.8022	0.9636	0.903	0.341	0.8065	0.8131	0.3187	0.84	0.8453	0.4381	0.849	0.853	0.7864	0.8333	0.7506	0.801	0.8695	0.9015
0.3881	140.0	70000	0.2871	0.8016	0.9632	0.8966	0.3441	0.8064	0.8174	0.3176	0.8384	0.8437	0.4348	0.8472	0.8561	0.7864	0.831	0.7496	0.799	0.8687	0.9012
0.3214	141.0	70500	0.2878	0.798	0.9632	0.8974	0.3421	0.8015	0.8145	0.316	0.8372	0.8423	0.4381	0.8449	0.8547	0.7844	0.8306	0.7425	0.7969	0.8671	0.8994
0.3357	142.0	71000	0.2879	0.7978	0.9639	0.8906	0.342	0.8026	0.8151	0.3163	0.8364	0.8416	0.4348	0.8452	0.8546	0.7829	0.8278	0.7456	0.7969	0.865	0.9
0.302	143.0	71500	0.2862	0.8007	0.9638	0.8928	0.3448	0.8046	0.8169	0.317	0.8381	0.8434	0.4348	0.8472	0.856	0.7869	0.831	0.7467	0.7979	0.8684	0.9012
0.3504	144.0	72000	0.2856	0.801	0.9638	0.8912	0.3394	0.8055	0.8199	0.3177	0.8392	0.8445	0.4381	0.8476	0.8576	0.7856	0.831	0.7486	0.801	0.8689	0.9015
0.3533	145.0	72500	0.2863	0.7992	0.9637	0.8912	0.3428	0.8055	0.8154	0.3162	0.8378	0.8431	0.4381	0.8467	0.8551	0.7858	0.831	0.7443	0.7969	0.8676	0.9015
0.3648	146.0	73000	0.2861	0.7987	0.9638	0.8913	0.3428	0.8047	0.8153	0.3162	0.8375	0.8427	0.4381	0.8463	0.855	0.7855	0.831	0.7435	0.7959	0.8672	0.9012
0.3381	147.0	73500	0.2867	0.7996	0.9637	0.899	0.3428	0.8053	0.8153	0.3163	0.8379	0.8431	0.4381	0.8464	0.8551	0.7846	0.8302	0.747	0.7979	0.8672	0.9012
0.3483	148.0	74000	0.2864	0.7995	0.9637	0.8989	0.3457	0.8055	0.8153	0.3165	0.8381	0.8433	0.4381	0.8467	0.8551	0.7833	0.8298	0.748	0.799	0.8672	0.9012
0.3674	149.0	74500	0.2864	0.7992	0.9637	0.8989	0.3428	0.8051	0.8153	0.3162	0.8378	0.843	0.4381	0.8463	0.8551	0.7833	0.8298	0.747	0.7979	0.8672	0.9012
0.3838	150.0	75000	0.2864	0.7992	0.9637	0.8989	0.3428	0.8051	0.8153	0.3162	0.8378	0.843	0.4381	0.8463	0.8551	0.7833	0.8298	0.747	0.7979	0.8672	0.9012

Framework versions

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